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#383a42;line-height:80px;position:relative;z-index:2;font-weight:600}.c-siteAccordionMenu.c-sitePrimaryMenu_subNav{position:fixed;top:0;bottom:0}.c-siteAccordionMenu_content{width:100%;max-height:100%;overflow:auto}.c-siteAccordionMenu_content::after{content:"";padding-bottom:2rem;display:block}.c-siteAccordionMenu_section .c-siteAccordionMenu_item{opacity:0;visibility:hidden;max-height:0;line-height:20px;margin:0;transition:opacity .3s ease,max-height .3s .3s ease,margin .3s .3s ease,visibility 0s .3s}.c-siteAccordionMenu_section.is-expanded{border-bottom:1px solid #383a42}.c-siteAccordionMenu_section.is-expanded .c-siteAccordionMenu_sectionToggle>svg{transform:rotateX(180deg)}.c-siteAccordionMenu_section.is-expanded .c-siteAccordionMenu_item{visibility:visible;max-height:80px;margin:2rem 0;opacity:1;transition:opacity .3s .3s ease,max-height .3s ease,margin .3s ease}.c-siteAccordionMenu_item{color:#fff;font-size:13px;padding:0 calc(2rem/2)}.c-siteAccordionMenu_item small{font-size:inherit;font-weight:400}.c-siteAccordionMenu_item small::before{content:" | "}.c-siteAccordionMenu_itemArrowIcon{width:15px;height:13px;vertical-align:middle;margin-left:5px;fill:#fff}.c-siteAccordionMenu_item:hover{color:#3f8eff}.c-siteAccordionMenu_item:hover svg{fill:#3f8eff}.c-siteAccordionMenu_link{-webkit-tap-highlight-color:rgba(0,0,0,0);display:block;color:inherit}.c-siteAccordionMenu_link:hover{color:#3f8eff}.c-siteAccordionMenu_closeButton{border-bottom:1px solid #383a42;line-height:46px;padding:0 calc(2rem/2);cursor:pointer;display:block;text-align:right;box-sizing:border-box;-webkit-tap-highlight-color:rgba(0,0,0,0)}.c-siteAccordionMenu_closeButton>svg{width:17px;height:17px;fill:#fff;vertical-align:middle}.c-siteAccordionMenu_closeButton:hover>svg{fill:#3f8eff}.c-siteAccordionMenu_sectionToggle{position:relative;border-bottom:1px solid #383a42;padding:0 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.c-dynamicHeader_title{font-size:3rem;line-height:3.25rem;margin:0;padding:0;text-transform:initial;border:none}@media(max-width: 767px){.c-dynamicHeader_title{font-size:2.25rem;line-height:2.75rem}}.c-dynamicHeader_desc{width:65%}@media(max-width: 767px){.c-dynamicHeader_desc{width:100%}} .c-listingCarouselHorizontal{border-top:1px solid #080a12}@media(min-width: 1024px){.c-listingCarouselHorizontal{width:100%}}@media(min-width: 768px){.c-listingCarouselHorizontal_loadingIndicator{width:100%;height:4.8px;display:block;position:relative;background:#fff;overflow:hidden}}.c-listingCarouselHorizontal_loadingIndicator::after{content:""}@media(min-width: 768px){.c-listingCarouselHorizontal_loadingIndicator::after{box-sizing:border-box;width:0;height:4.8px;background:#d0ff4b;position:absolute;top:0;left:0;animation:animFw 10s linear infinite}}@keyframes animFw{0%{width:0}100%{width:100%}}.c-listingCarouselHorizontal 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.VueCarousel-inner--center { justify-content: center; } .VueCarousel-slide { flex-basis: inherit; flex-grow: 0; flex-shrink: 0; user-select: none; backface-visibility: hidden; -webkit-touch-callout: none; -webkit-tap-highlight-color: rgba(0, 0, 0, 0); outline: none; } .VueCarousel-slide-adjustableHeight { display: table; flex-basis: auto; width: 100%; } .c-cmsImage{display:block;width:100%;background:rgba(0,0,0,.05)}.c-cmsImage img{display:block;width:100%;height:auto}.c-cmsImage img[src=""]{visibility:hidden} .c-dynamicListing_listing h3{margin:0}@media(min-width: 1024px){.c-dynamicListing_listing h3{margin:0 0 1.5rem}} .c-listingLatest{position:relative}.c-listingLatest_heading{margin:.5rem 0 0 0}.c-listingLatest_item{padding:1rem 0;border-bottom:1px solid #e1e0e3}.c-listingLatest_item:nth-child(9){border-bottom:none}.c-listingLatest_itemLink{display:block;font-size:1rem;line-height:1.375rem;color:#080a12;font-weight:600}.c-listingLatest_itemLink:hover{color:#0058d5}.c-listingLatest_pubDate{font-size:.813rem;color:#505259}.c-listingLatest .c-listingLatest_showAll{margin-bottom:1.5rem;margin-right:0}.c-listingLatest .c-listingLatest_showAll svg{display:inline-block;width:15px;height:13px;vertical-align:middle;margin-left:10px}@media(min-width: 1024px){.c-listingLatest_heading{margin:1.5rem 0}.c-listingLatest_item{padding:1.5rem 0}.c-listingLatest_item:nth-child(1){padding-top:0}} .c-listingFiveStory_heading{grid-gap:1.25rem}.c-listingFiveStory_heading .c-sectionHeading{border:none;margin-bottom:.5rem}@media(min-width: 1024px){.c-listingFiveStory_heading .c-sectionHeading{margin-bottom:1.5rem}}.c-listingFiveStory_titleWrapper{grid-gap:0;margin-bottom:1.5rem}@media(min-width: 1024px){.c-listingFiveStory_titleWrapper{flex-direction:row;align-items:center;grid-gap:1.25rem;margin-bottom:0}}.c-listingFiveStory_seeAll{margin-left:auto;font-size:.813rem;font-weight:400;color:#080a12;grid-gap:.25rem}.c-listingFiveStory_seeAll-topic{display:none}@media(min-width: 1024px){.c-listingFiveStory_seeAll-topic{display:inline}}.c-listingFiveStory_seeAll svg{width:1rem;aspect-ratio:1}.c-listingFiveStory_seeAll:hover{color:#0058d5}.c-listingFiveStory_seeAll:hover svg{fill:#0058d5}.c-listingFiveStory_container{margin-bottom:1.5rem}@media(min-width: 768px){.c-listingFiveStory_container{flex-direction:row;gap:0 1.5rem;margin-bottom:2rem}}.c-listingFiveStory_first-item-container,.c-listingFiveStory_additional-items-container{width:100%}@media(min-width: 768px){.c-listingFiveStory_first-item-container,.c-listingFiveStory_additional-items-container{width:50%}}.c-listingFiveStory_additional-items-container{display:grid;gap:1rem;grid-template-columns:1fr 1fr}@media(min-width: 768px){.c-listingFiveStory_additional-items-container{gap:1.5rem}}.c-listingFiveStory_image{display:block;width:100%}.c-listingFiveStory_item{position:relative;color:#080a12;flex-direction:column}.c-listingFiveStory_item span{color:inherit;font-size:1rem;line-height:1.375rem;margin-bottom:0}.c-listingFiveStory_item--first span{margin-bottom:.5rem}@media(min-width: 768px){.c-listingFiveStory_item--first span{font-size:2.25rem;line-height:2.275rem}}.c-listingFiveStory_item:hover{color:#0058d5}.c-listingFiveStory_item:hover img{opacity:.8} .c-listingDefault_itemLink{color:#080a12}.c-listingDefault_author,.c-listingDefault_topic{color:#080a12}.c-listingDefault_author:hover,.c-listingDefault_topic:hover{color:#0058d5}.c-listingDefault .u-grid-columns{grid-template-columns:1fr 4fr}@media(min-width: 768px){.c-listingDefault .u-grid-columns{grid-template-columns:2fr 4fr}}@media(min-width: 768px){.c-listingDefault_title{font-size:1.375rem;line-height:1.75rem;padding-top:5px}}.c-listingDefault_description{display:none;-webkit-line-clamp:3;-webkit-box-orient:vertical;overflow:hidden;color:#080a12}@media(min-width: 768px){.c-listingDefault_description{display:-webkit-box}}.c-listingDefault_itemImage{margin-top:5px}.c-listingDefault_item:hover .c-listingDefault_itemImage{opacity:.9}.c-listingDefault_item:hover .c-listingDefault_title{color:#0058d5}.c-listingDefault_pubDate:hover{color:#080a12} .c-loadMoreButton_svg{display:inline-block}.c-loadMoreButton_svg svg{display:inline-block;width:15px;height:13px;vertical-align:middle;margin-left:10px;transform:rotate(90deg)}.c-loadMoreButton_link{height:64px;display:flex;justify-content:center;align-items:center;margin:auto;max-width:416px;width:100%}.c-loadMoreButton_text{display:inline-block} .c-globalSticky{display:initial;overflow:initial;flex:1;margin-bottom:calc(var(--mpu-margin-bottom, 0)*1px)}.c-globalSticky:last-child{margin-bottom:0}.c-globalSticky:nth-child(1 of .c-globalSticky){padding-top:calc(var(--first-elem-padding-top, 0)*1px)}.c-globalSticky_element{position:sticky;top:calc(var(--toc-height, 200px) + var(--toc-top-margin-sticky, 0px) + 32px)} .c-siteFooter{z-index:1;position:relative;background:#20222a;overflow:hidden}.c-siteFooter .c-siteFooter_background{width:0}.c-siteFooter .c-siteFooter_background img[src=""]{opacity:0}.c-siteFooter .c-siteFooter_background img{transition:opacity 1s ease;opacity:1;object-fit:cover;position:absolute;width:100%;height:100%;left:0;top:0}@media(min-width: 1024px){.c-siteFooter{padding:0 3rem 3rem 3rem}}.c-siteFooter_container{position:relative}.c-siteFooter_logoLink{display:block}.c-siteFooter_logo{left:50%;margin-left:-50vw;right:50%;margin-right:-50vw;max-width:100vw;position:relative;width:100vw;fill:#fff;aspect-ratio:814/150}@media(min-width: 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</a></div></li><li><div class="c-listingCarouselHorizontal_item g-text-small"><a href="/article/8-ways-to-reduce-chatgpt-hallucinations/" title="8 ways to reduce ChatGPT hallucinations" class="c-listingCarouselHorizontal_itemLink g-text-bold"><div class="c-listingCarouselHorizontal_image g-outer-spacing-bottom-small"><picture class="c-cmsImage" style="aspect-ratio:459/238.5;"> <img src alt="AI hallucinations" width="459" height="238.5" fetchpriority="low"></picture></div> 8 ways to reduce ChatGPT hallucinations </a></div></li><li><div class="c-listingCarouselHorizontal_item g-text-small"><a href="/article/how-to-use-chatgpt-to-plan-a-vacation/" title="How to use ChatGPT to plan a vacation" class="c-listingCarouselHorizontal_itemLink g-text-bold"><div class="c-listingCarouselHorizontal_image g-outer-spacing-bottom-small"><picture class="c-cmsImage" style="aspect-ratio:459/238.5;"> <img src alt="Trip planning illustration" width="459" height="238.5" fetchpriority="low"></picture></div> How to use ChatGPT to plan a vacation </a></div></li><li><div class="c-listingCarouselHorizontal_item g-text-small"><a href="/article/iphone-15-pro-users-can-replace-siri-with-chatgpt-heres-how/" title="iPhone 15 Pro users can replace Siri with ChatGPT. Here's how" class="c-listingCarouselHorizontal_itemLink g-text-bold"><div class="c-listingCarouselHorizontal_image g-outer-spacing-bottom-small"><picture class="c-cmsImage" style="aspect-ratio:459/238.5;"> <img src alt="iPhone 15 Pro Action Button" width="459" height="238.5" fetchpriority="low"></picture></div> iPhone 15 Pro users can replace Siri with ChatGPT. Here's how </a></div></li><li><div class="c-listingCarouselHorizontal_item g-text-small"><a href="/article/what-is-ambient-computing-everything-you-need-to-know-about-the-rise-of-invisible-tech/" title="What is ambient computing? 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Everything you need to know about the rise of invisible tech </a></div></li><li><div class="c-listingCarouselHorizontal_item g-text-small"><a href="/article/how-to-service-your-robot-vacuum-cleaner/" title="How to service your robot vacuum cleaner" class="c-listingCarouselHorizontal_itemLink g-text-bold"><div class="c-listingCarouselHorizontal_image g-outer-spacing-bottom-small"><picture class="c-cmsImage" style="aspect-ratio:459/238.5;"> <img src alt="img-7622" width="459" height="238.5" fetchpriority="low"></picture></div> How to service your robot vacuum cleaner </a></div></li><li><div class="c-listingCarouselHorizontal_item g-text-small"><a href="/article/how-to-selectively-modify-a-midjourney-image-to-create-an-artistic-statement/" title="How to selectively modify a Midjourney image to create an artistic statement" class="c-listingCarouselHorizontal_itemLink g-text-bold"><div class="c-listingCarouselHorizontal_image g-outer-spacing-bottom-small"><picture class="c-cmsImage" style="aspect-ratio:459/238.5;"> <img src alt="final-image" width="459" height="238.5" fetchpriority="low"></picture></div> How to selectively modify a Midjourney image to create an artistic statement </a></div></li><li><div class="c-listingCarouselHorizontal_item g-text-small"><a href="/article/how-to-use-copilot-pro-to-compose-reply-to-and-summarize-emails-in-outlook/" title="How to use Copilot Pro to compose, reply to, and summarize emails in Outlook" class="c-listingCarouselHorizontal_itemLink g-text-bold"><div class="c-listingCarouselHorizontal_image g-outer-spacing-bottom-small"><picture class="c-cmsImage" style="aspect-ratio:459/238.5;"> <img src alt="sample-image-16-9-red.jpg" width="459" height="238.5" fetchpriority="low"></picture></div> How to use Copilot Pro to compose, reply to, and summarize emails in Outlook </a></div></li><li><div class="c-listingCarouselHorizontal_item g-text-small"><a href="/article/7-ways-to-supercharge-your-google-searches-with-ai/" title="7 ways to supercharge your Google searches with AI" class="c-listingCarouselHorizontal_itemLink g-text-bold"><div class="c-listingCarouselHorizontal_image g-outer-spacing-bottom-small"><picture class="c-cmsImage" style="aspect-ratio:459/238.5;"> <img src alt="sample-image-16-9-red.jpg" width="459" height="238.5" fetchpriority="low"></picture></div> 7 ways to supercharge your Google searches with AI </a></div></li><li><div class="c-listingCarouselHorizontal_item g-text-small"><a href="/article/what-does-a-long-context-window-mean-for-an-ai-model-like-gemini/" title="What does a long context window mean for an AI model, like Gemini?" class="c-listingCarouselHorizontal_itemLink g-text-bold"><div class="c-listingCarouselHorizontal_image g-outer-spacing-bottom-small"><picture class="c-cmsImage" style="aspect-ratio:459/238.5;"> <img src alt="Gemini Advanced" width="459" height="238.5" fetchpriority="low"></picture></div> What does a long context window mean for an AI model, like Gemini? </a></div></li><li><div class="c-listingCarouselHorizontal_item g-text-small"><a href="/article/how-to-get-quick-access-to-gemini-ai-on-linux-with-this-gnome-desktop-extension/" title="How to get quick access to Gemini AI on Linux with this GNOME desktop extension" class="c-listingCarouselHorizontal_itemLink g-text-bold"><div class="c-listingCarouselHorizontal_image g-outer-spacing-bottom-small"><picture class="c-cmsImage" style="aspect-ratio:459/238.5;"> <img src alt="Gemini update" width="459" height="238.5" fetchpriority="low"></picture></div> How to get quick access to Gemini AI on Linux with this GNOME desktop extension </a></div></li></ul></div></div></div></div><div class="lg:u-col-3 md:u-col-6 sm:u-col-2"><div section="dynamic-topic-listing-right-rail-basic-latest" class="c-dynamicListing" style="grid-column:span 3;"><div class="c-listingLatest c-dynamicListing_listing"><h3 class="c-listingLatest_heading c-sectionHeading"> Latest </h3> <div><div class="c-listingLatest_item"><a href="/article/you-can-buy-meta-ray-ban-smart-glasses-for-20-off-this-black-friday-how-the-deal-works/" class="c-listingLatest_itemLink"> You can buy Meta Ray-Ban smart glasses for 20% off this Black Friday - how the deal works </a> <span class="c-listingLatest_pubDate">3 hours ago</span></div><div class="c-listingLatest_item"><a href="/article/you-can-add-a-video-of-yourself-speaking-in-google-slides-now-heres-how/" class="c-listingLatest_itemLink"> You can add a video of yourself speaking in Google Slides now. Here's how </a> <span class="c-listingLatest_pubDate">3 hours ago</span></div><div class="c-listingLatest_item"><a href="/article/best-black-friday-robot-vacuum-deals-2024/" class="c-listingLatest_itemLink"> The best Black Friday robot vacuum deals 2024: Sales available now </a> <span class="c-listingLatest_pubDate">15 hours ago</span></div><div class="c-listingLatest_item"><a href="/article/two-free-ways-to-get-a-perplexity-pro-subscription-for-one-year/" class="c-listingLatest_itemLink"> Two free ways to get a Perplexity Pro subscription for one year </a> <span class="c-listingLatest_pubDate">19 hours ago</span></div><div class="c-listingLatest_item"><a href="/article/ai-isnt-hitting-a-wall-its-just-getting-too-smart-for-benchmarks-says-anthropic/" class="c-listingLatest_itemLink"> AI isn't hitting a wall, it's just getting too smart for benchmarks, says Anthropic </a> <span class="c-listingLatest_pubDate">19 hours ago</span></div> </div></div></div></div></div><div class="lg:u-col-12 md:u-col-6 sm:u-col-2"><div class="lg:u-col-12 md:u-col-6 sm:u-col-2"><div class="c-featureDynamicAd" style="grid-column:span 12;"><div class="c-adDisplay_container c-adDisplay_container_incontent-ad-plus spaced blank"></div></div></div><div class="lg:u-col-12 md:u-col-6 sm:u-col-2"><div class="lg:u-col-12 md:u-col-6 sm:u-col-2"><div section="dynamic-topic-five-story-feature-latest-offset-5" class="c-FiveStoryFeature" style="grid-column:span 12;"><div class="c-listingFiveStory"><div class="c-listingFiveStory_heading g-border-thin-dark-top u-flexbox u-flexbox-alignCenter"><div class="c-listingFiveStory_titleWrapper u-flexbox-column"> </div> </div> <div class="c-listingFiveStory_container u-flexbox-column u-flexbox-justifyBetween u-flexbox-alignFlexStart .g-outer-spacing-bottom-medium"><div class="c-listingFiveStory_first-item-container"><a href="/article/you-can-buy-meta-ray-ban-smart-glasses-for-20-off-this-black-friday-how-the-deal-works/" class="c-listingFiveStory_item u-flexbox c-listingFiveStory_item--first"><div class="c-listingFiveStory_image g-outer-spacing-bottom-xsmall"><picture class="c-cmsImage" style="aspect-ratio:1600/900;"> <img src alt="prioritize-hands-on-images" width="1600" height="900" fetchpriority="low"></picture></div> <span class="g-text-small-bold"> You can buy Meta Ray-Ban smart glasses for 20% off this Black Friday - how the deal works </span> <p class="c-listingFiveStory_description g-text-xsmall">Consistent feature updates and a rare discount make the Meta Ray-Ban smart glasses a fantastic buy going into the holiday season.</p></a></div> <div class="c-listingFiveStory_additional-items-container"><a href="/article/you-can-add-a-video-of-yourself-speaking-in-google-slides-now-heres-how/" class="c-listingFiveStory_item u-flexbox c-listingFiveStory_item--additional"><div class="c-listingFiveStory_image g-outer-spacing-bottom-xsmall"><picture class="c-cmsImage" style="aspect-ratio:1200/675;"> <img src alt="People shaking hands illustration" width="1200" height="675" fetchpriority="low"></picture></div> <span class="g-text-small-bold"> You can add a video of yourself speaking in Google Slides now. Here's how </span></a><a href="/article/best-black-friday-robot-vacuum-deals-2024/" class="c-listingFiveStory_item u-flexbox c-listingFiveStory_item--additional"><div class="c-listingFiveStory_image g-outer-spacing-bottom-xsmall"><picture class="c-cmsImage" style="aspect-ratio:1200/675;"> <img src alt="Robot vacuum deals Black Friday Cyber Monday" width="1200" height="675" fetchpriority="low"></picture></div> <span class="g-text-small-bold"> The best Black Friday robot vacuum deals 2024: Sales available now </span></a><a href="/article/two-free-ways-to-get-a-perplexity-pro-subscription-for-one-year/" class="c-listingFiveStory_item u-flexbox c-listingFiveStory_item--additional"><div class="c-listingFiveStory_image g-outer-spacing-bottom-xsmall"><picture class="c-cmsImage" style="aspect-ratio:1200/675;"> <img src alt="abstract" width="1200" height="675" fetchpriority="low"></picture></div> <span class="g-text-small-bold"> Two free ways to get a Perplexity Pro subscription for one year </span></a><a href="/article/ai-isnt-hitting-a-wall-its-just-getting-too-smart-for-benchmarks-says-anthropic/" class="c-listingFiveStory_item u-flexbox c-listingFiveStory_item--additional"><div class="c-listingFiveStory_image g-outer-spacing-bottom-xsmall"><picture class="c-cmsImage" style="aspect-ratio:1200/675;"> <img src alt="aicolorburtsgettyimages-1335440556" width="1200" height="675" fetchpriority="low"></picture></div> <span class="g-text-small-bold"> AI isn't hitting a wall, it's just getting too smart for benchmarks, says Anthropic </span></a></div></div></div></div></div><div class="g-grid-container u-grid-columns"><div class="lg:u-col-8 md:u-col-6 sm:u-col-2"><div section="dynamic-topic-river-alt-latest-offset-10" class="c-featureDefaultListing" style="grid-column:span 8;"> <div element-type="default-listing" class="c-listingDefault"> <div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/you-can-buy-meta-ray-ban-smart-glasses-for-20-off-this-black-friday-how-the-deal-works/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage c-cmsImage_loaded" style="aspect-ratio:306/172;"><source media="(max-width: 767px)" srcset="https://www.zdnet.com/a/img/resize/7c5d80d533557ffad2b1eef2f9b1588292e66f4f/2023/09/26/7fc5d002-00e5-4f7d-b662-bfd2af06002a/ray-ban-smart-glasses-in-hand.jpg?auto=webp&fit=crop&frame=1&height=102&width=196" alt="prioritize-hands-on-images"><source media="(max-width: 1023px)" srcset="https://www.zdnet.com/a/img/resize/cd8788d6bc19063b90284547cef919ffa497980e/2023/09/26/7fc5d002-00e5-4f7d-b662-bfd2af06002a/ray-ban-smart-glasses-in-hand.jpg?auto=webp&fit=crop&frame=1&height=234&width=416" alt="prioritize-hands-on-images"><source media="(max-width: 1440px)" srcset="https://www.zdnet.com/a/img/resize/7cc3a2434df61aedb64f555682bfb506ae21936b/2023/09/26/7fc5d002-00e5-4f7d-b662-bfd2af06002a/ray-ban-smart-glasses-in-hand.jpg?auto=webp&fit=crop&frame=1&height=172&width=306" alt="prioritize-hands-on-images"> <img src="https://www.zdnet.com/a/img/resize/7cc3a2434df61aedb64f555682bfb506ae21936b/2023/09/26/7fc5d002-00e5-4f7d-b662-bfd2af06002a/ray-ban-smart-glasses-in-hand.jpg?auto=webp&fit=crop&frame=1&height=172&width=306" alt="prioritize-hands-on-images" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/you-can-buy-meta-ray-ban-smart-glasses-for-20-off-this-black-friday-how-the-deal-works/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> You can buy Meta Ray-Ban smart glasses for 20% off this Black Friday - how the deal works </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> Consistent feature updates and a rare discount make the Meta Ray-Ban smart glasses a fantastic buy going into the holiday season. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">3 hours ago</span> by <a href="/meet-the-team/kerry-wan/" class="g-text-bold c-listingDefault_author"> Kerry Wan </a> in <a href="/topic/smart-glasses/" class="g-text-bold c-listingDefault_topic"> Smart Glasses </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/you-can-add-a-video-of-yourself-speaking-in-google-slides-now-heres-how/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage c-cmsImage_loaded" style="aspect-ratio:306/172;"><source media="(max-width: 767px)" srcset="https://www.zdnet.com/a/img/resize/e313c4f31294c65c5d02b12a36e5768f615cc213/2024/11/22/e2878d90-97ee-4fd3-bf18-232676aa9874/gettyimages-1417702021.jpg?auto=webp&fit=crop&frame=1&height=102&precrop=2130,1197,x0,y114&width=196" alt="People shaking hands illustration"><source media="(max-width: 1023px)" srcset="https://www.zdnet.com/a/img/resize/8bd08f264541fc9576da16caf5a8cd4bc1eb9703/2024/11/22/e2878d90-97ee-4fd3-bf18-232676aa9874/gettyimages-1417702021.jpg?auto=webp&fit=crop&frame=1&height=234&precrop=2130,1197,x0,y114&width=416" alt="People shaking hands illustration"><source media="(max-width: 1440px)" srcset="https://www.zdnet.com/a/img/resize/02001c1e5e68998ef6e402141a546038b122e646/2024/11/22/e2878d90-97ee-4fd3-bf18-232676aa9874/gettyimages-1417702021.jpg?auto=webp&fit=crop&frame=1&height=172&precrop=2130,1197,x0,y114&width=306" alt="People shaking hands illustration"> <img src="https://www.zdnet.com/a/img/resize/02001c1e5e68998ef6e402141a546038b122e646/2024/11/22/e2878d90-97ee-4fd3-bf18-232676aa9874/gettyimages-1417702021.jpg?auto=webp&fit=crop&frame=1&height=172&precrop=2130,1197,x0,y114&width=306" alt="People shaking hands illustration" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/you-can-add-a-video-of-yourself-speaking-in-google-slides-now-heres-how/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> You can add a video of yourself speaking in Google Slides now. Here's how </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> Sometimes, the best way to explain something is verbally, and now you can a recording of yourself in your next Google Slides presentation. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">3 hours ago</span> by <a href="/meet-the-team/sabrina-ortiz/" class="g-text-bold c-listingDefault_author"> Sabrina Ortiz </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/best-black-friday-robot-vacuum-deals-2024/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="Robot vacuum deals Black Friday Cyber Monday" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/best-black-friday-robot-vacuum-deals-2024/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> The best Black Friday robot vacuum deals 2024: Sales available now </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> As a robot vacuum reviewer, I'm always looking for great deals, and I've found some of the best robot vacuum deals you can shop through Black Friday. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">15 hours ago</span> by <a href="/meet-the-team/maria-diaz/" class="g-text-bold c-listingDefault_author"> Maria Diaz </a> in <a href="/topic/robot-vacuums/" class="g-text-bold c-listingDefault_topic"> Robot vacuums </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/two-free-ways-to-get-a-perplexity-pro-subscription-for-one-year/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="abstract" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/two-free-ways-to-get-a-perplexity-pro-subscription-for-one-year/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> Two free ways to get a Perplexity Pro subscription for one year </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> You can get free access to this top AI chatbot if you fall into one of two categories. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">19 hours ago</span> by <a href="/meet-the-team/artie-beaty/" class="g-text-bold c-listingDefault_author"> Artie Beaty </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/ai-isnt-hitting-a-wall-its-just-getting-too-smart-for-benchmarks-says-anthropic/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="aicolorburtsgettyimages-1335440556" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/ai-isnt-hitting-a-wall-its-just-getting-too-smart-for-benchmarks-says-anthropic/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> AI isn't hitting a wall, it's just getting too smart for benchmarks, says Anthropic </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> As their self-correction and self-reasoning improve, the latest LLMs find new capabilities at a rate that makes it harder to measure everything they can do. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">19 hours ago</span> by <a href="/meet-the-team/tiernan-ray/" class="g-text-bold c-listingDefault_author"> Tiernan Ray </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/this-new-youtube-tool-adds-ai-backgrounds-to-your-videos-instantly-for-free/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="Video illustration" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/this-new-youtube-tool-adds-ai-backgrounds-to-your-videos-instantly-for-free/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> This new YouTube tool adds AI backgrounds to your videos instantly - for free </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> YouTube's AI-generated feature enables users to add images or videos to the background of their Shorts using text-to-image prompts. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">19 hours ago</span> by <a href="/meet-the-team/sabrina-ortiz/" class="g-text-bold c-listingDefault_author"> Sabrina Ortiz </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/claude-ai-can-analyze-your-google-docs-and-offer-feedback-now-how-it-works/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="gettyimages-2158732148" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/claude-ai-can-analyze-your-google-docs-and-offer-feedback-now-how-it-works/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> Claude AI can analyze your Google Docs and offer feedback now </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> There are a few caveats to consider but this could be a major productivity enhancer for people who use Claude and Docs. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">19 hours ago</span> by <a href="/meet-the-team/artie-beaty/" class="g-text-bold c-listingDefault_author"> Artie Beaty </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/why-there-could-be-a-new-ai-chatbot-champ-by-the-time-you-read-this/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="gettyimages-1680325376" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/why-there-could-be-a-new-ai-chatbot-champ-by-the-time-you-read-this/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> Why there could be a new AI chatbot champ by the time you read this </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> With AI progress 'now measured in days' Gemini and ChatGPT spent the week one-upping each other. Then this happened. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">21 hours ago</span> by <a href="/meet-the-team/radhika-rajkumar/" class="g-text-bold c-listingDefault_author"> Radhika Rajkumar </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/this-ai-image-generator-that-went-viral-for-its-realistic-images-gets-a-major-upgrade/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="Forest" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/this-ai-image-generator-that-went-viral-for-its-realistic-images-gets-a-major-upgrade/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> This AI image generator that went viral for its realistic images gets a major upgrade </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> Black Forest Labs introduces a set of FLUX.1 Tools to edit your images - and it rivals state-of-the-art models. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">22 hours ago</span> by <a href="/meet-the-team/sabrina-ortiz/" class="g-text-bold c-listingDefault_author"> Sabrina Ortiz </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/apple-reportedly-prepping-powerful-new-ai-version-of-siri-for-2026/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="Siri on iPhone" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/apple-reportedly-prepping-powerful-new-ai-version-of-siri-for-2026/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> Apple reportedly prepping powerful new AI version of Siri for 2026 </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> Here's what we know about 'LLM Siri.' </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">22 hours ago</span> by <a href="/meet-the-team/lance-whitney/" class="g-text-bold c-listingDefault_author"> Lance Whitney </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/i-tried-googles-suggested-uses-of-gemini-live-and-one-immediately-stood-out/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="Gemini Live" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/i-tried-googles-suggested-uses-of-gemini-live-and-one-immediately-stood-out/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> I tried Google's suggested uses of Gemini Live - and one immediately stood out </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> Some use cases are good, while others fall short. Here is a ranked list of the most to least helpful use cases for Gemini Live. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">1 day ago</span> by <a href="/meet-the-team/sabrina-ortiz/" class="g-text-bold c-listingDefault_author"> Sabrina Ortiz </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/openai-and-wharton-launch-free-chatgpt-course-for-teachers-heres-how-to-access-it/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="Books on a ladder" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/openai-and-wharton-launch-free-chatgpt-course-for-teachers-heres-how-to-access-it/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> OpenAI and Wharton launch free ChatGPT course for teachers. Here's how to access it </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> ChatGPT can boost your productivity. This course shows educators how they can benefit. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">1 day ago</span> by <a href="/meet-the-team/sabrina-ortiz/" class="g-text-bold c-listingDefault_author"> Sabrina Ortiz </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/the-23-echo-dot-deal-is-a-great-deal-to-upgrade-your-smart-home-this-black-friday/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="Echo Dot" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/the-23-echo-dot-deal-is-a-great-deal-to-upgrade-your-smart-home-this-black-friday/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> The $23 Echo Dot deal is a great deal for upgrading your smart home this Black Friday </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> Looking for a way to add a hands-free virtual assistant to your life? You can buy the latest Echo Dot for only $23 through Black Friday. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">1 day ago</span> by <a href="/meet-the-team/maria-diaz/" class="g-text-bold c-listingDefault_author"> Maria Diaz </a> in <a href="/topic/speakers/" class="g-text-bold c-listingDefault_topic"> Speakers </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/openai-updates-gpt-4o-reclaiming-its-crown-for-best-ai-model/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="Trophy illustration" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/openai-updates-gpt-4o-reclaiming-its-crown-for-best-ai-model/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> OpenAI updates GPT-4o, reclaiming its crown for best AI model </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> If you use ChatGPT for writing, you'll be happy to hear this. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">1 day ago</span> by <a href="/meet-the-team/sabrina-ortiz/" class="g-text-bold c-listingDefault_author"> Sabrina Ortiz </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div><div class="c-listingDefault_item g-outer-spacing-bottom-large"><div class="u-grid-columns"><a href="/article/even-nvidias-ceo-is-obsessed-with-googles-notebooklm-ai-tool/" class="c-listingDefault_itemLink"><div class="c-listingDefault_itemImage"><picture class="c-cmsImage" style="aspect-ratio:306/172;"> <img src alt="Jensen Huang" width="306" height="172" fetchpriority="low"></picture></div></a> <div class="c-listingDefault_itemContent"><a href="/article/even-nvidias-ceo-is-obsessed-with-googles-notebooklm-ai-tool/" class="c-listingDefault_itemLink"><h3 class="c-listingDefault_title g-text-small-bold g-outer-spacing-bottom-xsmall"> Even Nvidia's CEO is obsessed with Google's NotebookLM AI tool </h3> <span class="c-listingDefault_description g-text-xsmall g-outer-spacing-bottom-small"> Nvidia CEO Jensen Huang spends a lot of time stuffing documents into Google's impressive AI tool. Here's why. </span></a> <div class="g-text-xxsmall c-listingDefault_meta"><span class="c-listingDefault_pubDate">1 day ago</span> by <a href="/meet-the-team/tiernan-ray/" class="g-text-bold c-listingDefault_author"> Tiernan Ray </a> in <a href="/topic/artificial-intelligence/" aria-current="page" class="g-text-bold c-listingDefault_topic nuxt-link-exact-active nuxt-link-active"> Artificial Intelligence </a></div></div></div> </div></div> <div class="c-loadMoreButton u-grid-columns"><a href="/topic/artificial-intelligence/2/" class="c-loadMoreButton_link o-button o-button-large o-button-smallRound lg:u-col-8 lg:u-col-start-3 md:u-col-6 sm:u-col-2 o-button-secondary"><span class="c-loadMoreButton_text">Load More</span> <span class="c-loadMoreButton_svg"><svg><use xlink:href="#rightArrow"/></svg></span></a></div></div></div><div class="lg:u-col-4 md:u-col-6 sm:u-col-2"><div class="c-globalSticky g-outer-spacing-bottom-large" style="grid-column:span 4;"><div 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learning, task automation and robotics are already widely used in business. These and other AI technologies are about to multiply."}},{id:"e4ce0721-d333-423d-aba8-5c8657262de0",meta:{componentName:"e4ce0721-d333-423d-aba8-5c8657262de0",componentDisplayName:"Analysis & Opinion",componentType:"ContentList"},metadata:{},links:{self:{href:"https:\u002F\u002Fbender.cnetstatic.com\u002Fapi\u002Fneutron\u002Fcomponents\u002Fzdnet\u002Flisting\u002Fdynamic_listing\u002Fe4ce0721-d333-423d-aba8-5c8657262de0\u002Fweb?searchBy=id&topicSlug=artificial-intelligence&componentType=ContentList&componentName=e4ce0721-d333-423d-aba8-5c8657262de0"}},items:[{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"443b60a3-a45e-4424-97a3-23d9aed45898\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Jason Hiner\u002FZDNET\" data-image-alt-text=\"iPhone 16 Pro Titanium in hand\" data-image-filename=\"iphone-16-pro-in-white.jpg\" data-image-date-created=\"2024\u002F09\u002F10\" data-image-width=\"2048\" data-image-height=\"1152\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EDuring Apple's Monday unveiling of the new \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"10db9799-d979-4296-9e9c-51d4fd995a76\" data-raw-url=\"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-iphone\u002Fiphone-16-pro\" data-link-shortcode-text=\"iPhone 16 Pro and iPhone 16 Pro Max\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, one thing was as clear as it was pleasantly surprising: Both Pro models have the same cameras this year. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fiphone-16-pro-hands-on\u002F\"\u003EiPhone 16 Pro hands-on: My 3 favorite things about this ridiculously overpowered supercomputer\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn past product launches, Apple has saved the best camera features for the higher tier of the lineup, the iPhone Pro Max. However, Apple spun that idea on its head with the launch of the iPhone 16 Pro. The iPhone 16 Pro and 16 Pro Max now feature an upgraded 48MP ultra-wide camera, up from \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fiphone-16-pro-vs-iphone-15-pro\u002F\" target=\"_blank\"\u003Ethe previous models' 12MP UW camera\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EThey'll also feature a 48MP Fusion lens with a 24mm focal length and 1.78 aperture. The 12MP telephoto lens has a 5x optical zoom with a 120mm focal length and a tetra prism design. The digital zoom goes up to 25x. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"1fb0ed4d-e65c-4f51-bd5f-a8276f76edfc\" data-edition=\"us\" data-description=\"\u003Cp\u003EApple's flagship handset features Apple Intelligence, an A18 Pro chip, new cameras, and more.\u003C\u002Fp\u003E\" data-hed=\"Buy the iPhone 16 Pro\" data-imagegroup=\"{"alt":"Black iPhone 16 Pro","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Jason Hiner\u002FZDNET","imageData":{"id":"8f3e9284-a4c2-48bc-a9c7-40271c9e15dd","title":"Black iPhone 16 Pro","filename":"black-iphone-16-pro.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F09\u002F10\u002F8f3e9284-a4c2-48bc-a9c7-40271c9e15dd\u002Fblack-iphone-16-pro.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":247951,"width":2048,"height":1365,"dateCreated":{"date":"2024-09-10 06:15:46","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-09-10 06:16:02","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Jason Hiner\u002FZDNET","alt":"Black iPhone 16 Pro","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"8f3e9284-a4c2-48bc-a9c7-40271c9e15dd","imageAltText":"Black iPhone 16 Pro","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Jason Hiner\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"black-iphone-16-pro.jpg","imageDateCreated":"2024\u002F09\u002F10","imageWidth":2048,"imageHeight":1365,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Jason Hiner\u002FZDNET\" data-linktext=\"ZDNET RECOMMENDS\" data-linkurl=\"Design: Mini Listicle\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Apple","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-iphone\u002Fiphone-16-pro","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe iPhone 16 Pro and 16 Pro Max also support up to 4K video capture at 120 fps, which is perfect for capturing high-resolution video in slo-mo. This can also be set up for regular video recording. After finishing a video, you can adjust the playback speed between 24, 30, 60, and 120 fps. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fapple-adds-google-lens-like-visual-intelligence-to-the-iphone-16-camera\u002F\"\u003EApple adds Google Lens-like Visual Intelligence to the iPhone 16 camera\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EI've always \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-5-best-iphone-16-pro-features-that-enthusiasts-will-care-about\u002F\" target=\"_blank\"\u003Epreferred the Pro Max device\u003C\u002Fa\u003E for two big reasons: its camera array and larger form factor. Now that Apple's Pro-level phones are growing, the iPhone 16 Pro would likely be my pick for an upgrade. However, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-iphone-16-is-undeniably-great-hardware-but-you-should-still-probably-skip-it\u002F\" target=\"_blank\"\u003EI'm holding off upgrading my iPhone 14 Pro Max\u003C\u002Fa\u003E until next year to benefit my wallet.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"970d24d0-af6c-453b-ace9-dc8ec59173e4\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe iPhone 16 Pro Max (left) and iPhone 16 Pro (right).\u003C\u002Fp\u003E\" data-image-credit=\"Kerry Wan\u002FZDNET\" data-image-alt-text=\"iPhone 16 Pro and iPhone 16 Pro Max\" data-image-filename=\"dsc02116.jpg\" data-image-date-created=\"2024\u002F09\u002F09\" data-image-width=\"2048\" data-image-height=\"1152\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fevery-iphone-16-model-features-a-new-camera-button-heres-what-it-can-do\u002F\" target=\"_blank\"\u003Ecamera capture button\u003C\u002Fa\u003E is available on all four iPhone 16 models but leverages more of the Pro's camera features. The camera control lets you switch between different styles by swiping your finger on the touch-sensitive button. You can also adjust settings like aperture, exposure, zoom, style, and focus. \u003C\u002Fp\u003E\u003Cp\u003EThe Pro cameras also support \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-5-best-iphone-16-pro-features-that-enthusiasts-will-care-about\u002F\" target=\"_blank\"\u003EAudio Mix\u003C\u002Fa\u003E, a new feature that pushes the audio capture capabilities with new options, such as isolating audio in-frame to prioritize the audio of what is captured by the camera and deprioritizing the audio behind the camera. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-5-best-iphone-16-pro-features-that-enthusiasts-will-care-about\u002F\"\u003EThe 5 best iPhone 16 Pro features that enthusiasts will care about\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EApple could be giving both Pro models the same camera array to compensate for \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fapple-delivers-on-hardware-upgrades-but-punts-apple-intelligence-rollout\u002F\" target=\"_blank\"\u003Edelaying the release of Apple Intelligence\u003C\u002Fa\u003E, its proprietary AI features. Whatever the reason, we'll take it. \u003C\u002Fp\u003E\u003Cp\u003EAll the new iPhones are available for pre-order now. The \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"b9976904-d875-457f-9e19-168defeb0774\" data-raw-url=\"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-iphone\u002Fiphone-16\" data-link-shortcode-text=\"iPhone 16\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E costs $799, the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"baebae27-6fe7-40c1-a0d9-c75a0a2e06be\" data-raw-url=\"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-iphone\u002Fiphone-16\" data-link-shortcode-text=\"iPhone 16 Plus\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E costs $899, and the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"74943601-574a-4039-8046-365210c3c886\" data-raw-url=\"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-iphone\u002Fiphone-16-pro\" data-link-shortcode-text=\"iPhone 16 Pro and iPhone 16 Pro Max\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E cost $999 and $1,199, respectively. All orders will begin shipping when general availability begins on September 20. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-09-13 13:13:00",timezone:"UTC",updated:c,published:c},description:"Apple tends to reserve the best camera for the iPhone Pro Max, but it switched things up this year.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"73694c6f-cc93-4874-946d-53801d3f9e6c",image:{id:"0f784f0e-a488-455f-a023-b5944c0354ef",filename:"iphone-16-pro-titanium-in-hand.jpg",dateCreated:{created:c,date:"2024-09-10 06:06:44",timezone:"UTC",updated:c,published:c},alt:"iPhone 16 Pro Titanium in hand",credits:"Jason Hiner\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F09\u002F10\u002F0f784f0e-a488-455f-a023-b5944c0354ef\u002Fiphone-16-pro-titanium-in-hand.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2048,height:1365,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Tech^Smartphones^iPhone",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"apple-just-gave-me-a-compelling-reason-to-buy-the-smaller-iphone-16-pro-over-the-max-this-year",startYear:c,summary:b,title:"Apple just gave me a compelling reason to buy the smaller iPhone 16 Pro over the Max this year",topic:{id:"1093d9cb-ec91-11e3-95d2-02911863765e",slug:"iphone",name:"iPhone",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"1093d9cb-ec91-11e3-95d2-02911863765e",slug:"iphone",name:"iPhone",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"040c3ff1-4f98-4277-b43f-e4d930acbe4e",slug:"photo-video",name:"Photo & Video",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"0fbd54d0-ec91-11e3-95d2-02911863765e",slug:"apple",name:"Apple",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"2c87ef21-10d6-11e4-9732-00505685119a",username:"jperlow",profileUrl:c,email:c,firstName:"Jason",lastName:"Perlow",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"8ee616a1-94ee-439e-9574-58f014ae5ef0",filename:"jason-perlow.jpg",dateCreated:{created:c,date:"2022-08-05 15:08:37",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002F8ee616a1-94ee-439e-9574-58f014ae5ef0\u002Fjason-perlow.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Jason Perlow is a technologist with over two decades of experience integrating large heterogeneous multi-vendor computing environments in Fortune 500 companies.",profile:c,title:"Senior Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"78132db2-c34e-492c-a4f2-5195cf2177a3\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"xijian\u002FGetty Images\" data-image-alt-text=\"sunrise laptop\" data-image-filename=\"gettyimages-1263105352.jpg\" data-image-date-created=\"2024\u002F11\u002F19\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWhen \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-revived-three-ancient-computers-with-chromeos-flex-and-you-can-too\u002F\" target=\"_blank\"\u003EI first explored ChromeOS Flex\u003C\u002Fa\u003E, it felt like a minor miracle. Here was a platform that breathed new life into aging x86 hardware, transforming dusty laptops into lightweight, secure, and efficient devices. At the time, I saw it as a solution with great potential -- not just for reducing e-waste but for extending the usability of older systems in an increasingly fast-paced tech world.\u003C\u002Fp\u003E\u003Cp\u003EBut even then, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-might-abandon-chromeos-flex-next-heres-why\u002F\" target=\"_blank\"\u003EI recognized its flaws\u003C\u002Fa\u003E. As innovative as ChromeOS Flex was, the lack of native Android app support stood out as a glaring limitation. Google's extensive ecosystem couldn't be fully leveraged, and for many users, that was a dealbreaker. On top of that, its reliance on x86 architecture made it feel like a relic in a market shifting rapidly toward Arm-based computing. These shortcomings left me wondering whether ChromeOS Flex could ever be more than a niche solution.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-google-turns-android-into-a-desktop-os-in-5-steps\u002F\"\u003EHow Google turns Android into a desktop OS in 5 steps\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWith reports \u003Ca href=\"https:\u002F\u002Fwww.androidauthority.com\u002Fchrome-os-becoming-android-3500661\u002F\" target=\"_blank\"\u003Eseemingly confirming Google's plans to consolidate ChromeOS and Android\u003C\u002Fa\u003E, the company clearly is pivoting to address these issues. Having observed Google's strategies for years, I view this merger as both a necessity and a chance for the company to redefine its position in the Arm-based laptop and tablet market. This comes in light of reports this week that the DOJ is seeking to \u003Ca href=\"https:\u002F\u002Fnews.bloomberglaw.com\u002Fus-law-week\u002Fdoj-will-push-google-to-sell-off-chrome-to-break-search-monopoly\" target=\"_blank\"\u003Ebreak up Google's monopoly on web browsers and search\u003C\u002Fa\u003E by requiring it to divest Chrome.\u003C\u002Fp\u003E\u003Ch2\u003EWhy the merger makes sense\u003C\u002Fh2\u003E\u003Cp\u003EThe reality is simple: Google can't afford to cede the Arm-based laptop and tablet market to Apple\u003Cstrong\u003E.\u003C\u002Fstrong\u003E The iPad has been an undeniable juggernaut, and Apple's M-series-powered \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fm3-macbook-air-review\u002F\" target=\"_blank\"\u003EMacBook Air\u003C\u002Fa\u003E set new expectations for what laptops under $800 can deliver. For years, I've watched Apple dominate this space with a mix of innovation and ecosystem synergy.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F7-reasons-why-a-chromebook-is-the-best-laptop-for-most-people\u002F\"\u003E7 reasons why a Chromebook is the best laptop for most people\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EToday, you can find an \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6f4daf4b-f7af-438e-bea2-56992071dc66\" data-raw-url=\"https:\u002F\u002Fwww.walmart.com\u002Fip\u002FApple-MacBook-Air-13-3-inch-Laptop-Space-Gray-M1-Chip-8GB-RAM-256GB-storage\u002F609040889?\" data-link-shortcode-text=\"8GB MacBook Air\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E for as little as $650 if you are willing to go for an older (but still very well-supported) M1 model, though it's worth noting that Apple's latest SKUs are \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"d63bb501-db29-4452-884f-b3f792bc9689\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0DLHCWH55?th=1\" data-link-shortcode-text=\"16GB M2 models\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E starting at $799. Retailers are clearing out older M2 and M3 Macbook models from inventory, flooding the market with discounted stock in the pre-Black Friday rush. This surplus has created an unbeatable value for students, educators, and casual users -- the exact demographic that \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-chromebook-for-students\u002F\" target=\"_blank\"\u003EChromebooks\u003C\u002Fa\u003E have traditionally targeted.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EEven more challenging for Google, Apple's M2-based iPad Air (\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"34493dcf-056e-4800-a844-b5f15921ee6b\" data-raw-url=\"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-ipad\u002Fipad-air\" data-link-shortcode-text=\"$599\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E) and base-level iPad (\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"2367aff8-f1ec-40ce-9e9e-909448ea9224\" data-raw-url=\"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-ipad\u002Fipad\" data-link-shortcode-text=\"$349\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, often sold for less) are narrowing the gap further. Pair an iPad with a Bluetooth keyboard, and you have a highly capable alternative to a Chromebook, backed by Apple's optimized apps and robust hardware ecosystem. I've seen firsthand how these devices dominate classrooms and casual use cases, making the competition tougher for Google.\u003C\u002Fp\u003E\u003Cp\u003EChromebooks, including Arm-based and x86 models in the $300 range, have long supported Android apps, unlike ChromeOS Flex. However, there's a significant issue: these apps were not optimized for laptops. Using Android apps on Chromebooks was similar to using iOS or iPadOS apps on a Mac. While functional, it was often frustrating. Apps designed for touchscreens did not adapt well to keyboard and trackpad navigation, and multitasking frequently felt cumbersome. Additionally, ChromeOS lacks a true \"desktop\" user experience, as it was not designed to support one.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fai-just-gave-us-the-star-trek-farewell-we-always-wanted-watch-it-here\u002F\"\u003EAI just gave us the Star Trek farewell we always wanted - watch it here\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs a result, many consumers are shifting their decision between a Chromebook and a discounted Apple product from purely cost considerations to capability. Apple's products are setting new benchmarks for performance and functionality, while Chromebooks struggle to compete due to their limited app support and ecosystem integration.\u003C\u002Fp\u003E\u003Ch2\u003EAI as the X-factor\u003C\u002Fh2\u003E\u003Cp\u003EAs I've watched the industry evolve, one thing has become clear: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyour-next-laptop-may-be-powered-by-this-intel-ai-chip-and-the-benefits-are-mind-blowing\u002F\" target=\"_blank\"\u003EAI is becoming the defining differentiator\u003C\u002Fa\u003E in personal computing. Google knows this, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-gemini\u002F\" target=\"_blank\"\u003Eintegrating Gemini\u003C\u002Fa\u003E across its product portfolio highlights how seriously it's taking this shift. From Android to Workspace and beyond, Gemini powers everything from conversational AI to productivity-enhancing features, seamlessly embedded into Google's ecosystem.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-absurdly-simple-trick-turns-off-ai-in-your-google-search-results\u002F\"\u003EThis absurdly simple trick turns off AI in your Google Search results\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EImagine an Arm-based laptop with Gemini's capabilities deeply integrated. Picture real-time predictive text, intelligent task suggestions, and advanced data processing working harmoniously to enhance workflows. This level of AI integration could transform \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F7-reasons-why-a-chromebook-is-the-best-laptop-for-most-people\u002F\" target=\"_blank\"\u003EGoogle-powered laptops\u003C\u002Fa\u003E into uniquely compelling tools for students, professionals, and creatives alike.\u003C\u002Fp\u003E\u003Cp\u003EApple's M-series chips are remarkable, and Microsoft's Copilot is making waves in Windows. Still, neither company has matched the scale of AI integration that Google is building with Gemini. If done right, this could be Google's ace in the hole -- a chance to redefine what an AI-powered device can offer.\u003C\u002Fp\u003E\u003Ch2\u003EThe Arm-Qualcomm dispute: ripples in the ecosystem\u003C\u002Fh2\u003E\u003Cp\u003EWhile Apple continues its dominance in the Arm space, I've closely monitored \u003Ca href=\"https:\u002F\u002Fwww.forbes.com\u002Fsites\u002Fpatrickmoorhead\u002F2024\u002F11\u002F07\u002Fqualcomm-and-arm-trade-jabs-ahead-of-december-court-case\u002F\" target=\"_blank\"\u003EQualcomm's legal battle with Arm Holdings\u003C\u002Fa\u003E. The stakes in this dispute could reshape the entire Arm ecosystem. Arm's claim that Qualcomm's acquisition of Nuvia invalidates its architecture license -- and Qualcomm's insistence otherwise -- has created significant uncertainty.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-laptop\u002F\"\u003EThe best laptops: Expert tested and reviewed\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EArm's recent \u003Ca href=\"https:\u002F\u002Fwww.cnet.com\u002Ftech\u002Fmobile\u002Farm-reportedly-cancels-license-qualcomm-used-to-design-its-chips\u002F\" target=\"_blank\"\u003E60-day notice to cancel Qualcomm's architectural license\u003C\u002Fa\u003E raises the stakes further. If enforced, this move could block Qualcomm from shipping chips using Arm IP, disrupting its processor roadmap and affecting countless OEMs in the PC, mobile, and automotive sectors. A ruling in Arm's favor could even push some OEMs back toward x86 processors from Intel and AMD.\u003C\u002Fp\u003E\u003Cp\u003EStill, Qualcomm's confidence is notable. The company appears unfazed with a history of winning high-profile legal battles (including against Apple). However, I see this dispute as a destabilizing force that could delay Arm-based innovation for Microsoft and others, potentially giving Google a window of opportunity to solidify its position in the Arm laptop market.\u003C\u002Fp\u003E\u003Ch2\u003EGoogle's custom silicon: the long road ahead\u003C\u002Fh2\u003E\u003Cp\u003EGoogle's efforts to build custom silicon have been fascinating to watch. The \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fnew-pixel-9a-leak-reveals-subtle-design-change-thats-a-first-for-google\u002F\" target=\"_blank\"\u003Eupcoming Tensor G5\u003C\u002Fa\u003E, expected alongside the Pixel 10 in 2025, represents a critical step in its journey. Designed using TSMC's second-generation 3nm process and InFO-POP packaging, the Tensor G5 is expected to bring improved thermal efficiency, smaller chip size, and better power management -- all key elements for next-gen Arm laptops.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhy-i-recommend-this-google-pixel-phone-to-most-people-especially-with-its-150-off-deal\u002F\"\u003EWhy I recommend this Google Pixel phone to most people\u003C\u002Fa\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHaving observed Apple's success with its A-series and M-series chips, I can't help but see parallels in Google's approach. By tightly integrating hardware and software, Google could unlock performance and efficiency gains similar to Apple's. But Google is years behind, and catching up won't be easy, especially with competitors like Qualcomm and Microsoft racing to innovate.\u003C\u002Fp\u003E\u003Cp\u003EIf the Tensor G5 lives up to its promise, and with Gemini's AI capabilities fully integrated, Google could finally deliver an Arm-powered laptop that stands out in a crowded market. The potential is there, but execution will be everything.\u003C\u002Fp\u003E\u003Ch2\u003EA pivotal moment for Google\u003C\u002Fh2\u003E\u003Cp\u003EFor years, I've seen Google's hardware efforts oscillate between bold ambition and strategic missteps. The merger of ChromeOS and Android feels like a turning point -- a chance for Google to address long-standing flaws and redefine its vision for personal computing.\u003C\u002Fp\u003E\u003Cp\u003EBut success isn't guaranteed. Apple's dominance in the Arm space is unmatched, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tried-microsofts-new-surface-laptop-copilot-pc-and-it-beat-my-macbook-air-in-3-ways\u002F\" target=\"_blank\"\u003EMicrosoft's Copilot-enhanced Arm laptops\u003C\u002Fa\u003E are gaining traction. Google must execute flawlessly and innovate in ways that differentiate its products from those of its competitors.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-upgrade-an-incompatible-windows-10-pc-to-windows-11-two-ways\u002F\"\u003EHow to upgrade an 'incompatible' Windows 10 PC to Windows 11: Two ways\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis is Google's moment to prove it can deliver on its vision. If it succeeds, we could see the rise of a new era for Android-powered laptops. If not, it might be another chapter in Google's history of unrealized potential.\u003C\u002Fp\u003E\u003Cp\u003EFor now, I remain cautiously optimistic. However, as someone who has followed Google's pivots for years, I'll reserve my final judgment until I see a \"Droidbook\" in the wild.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"a3eaa1fb-2c69-46c3-a0eb-c9568d432968\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fa3eaa1fb-2c69-46c3-a0eb-c9568d432968\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-19 15:53:00",timezone:"UTC",updated:c,published:c},description:"It's the beginning of the end for ChromeOS as Google faces a pivotal challenge: compete with Apple's Arm dominance while leveraging AI and custom silicon to redefine affordable computing.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"7e4c1465-d900-4f46-be6e-fc3b43a602f4",image:{id:"78132db2-c34e-492c-a4f2-5195cf2177a3",filename:"gettyimages-1263105352.jpg",dateCreated:{created:c,date:"2024-11-19 15:50:28",timezone:"UTC",updated:c,published:c},alt:"sunrise laptop",credits:"xijian\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F19\u002F78132db2-c34e-492c-a4f2-5195cf2177a3\u002Fgettyimages-1263105352.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Tech^Services & Software^Operating Systems^Mobile OS^Android",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"the-end-of-chromeos-is-a-new-dawn-for-cheap-android-laptops",startYear:c,summary:b,title:"The end of ChromeOS is a new dawn for cheap Android laptops",topic:{id:"b0fb3d1e-3e24-473d-9325-eaaf1980f7c7",slug:"android",name:"Android",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"b0fb3d1e-3e24-473d-9325-eaaf1980f7c7",slug:"android",name:"Android",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fbd54d0-ec91-11e3-95d2-02911863765e",slug:"apple",name:"Apple",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"1050fa4d-ec91-11e3-95d2-02911863765e",slug:"google",name:"Google",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"1091623b-ec91-11e3-95d2-02911863765e",slug:"ipad",name:"iPad",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"d0aee31d-965e-4a8b-97f0-5c7c1b8bf7f1",slug:"mac-os",name:"Mac OS",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"2c87ef21-10d6-11e4-9732-00505685119a",username:"jperlow",profileUrl:c,email:c,firstName:"Jason",lastName:"Perlow",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"8ee616a1-94ee-439e-9574-58f014ae5ef0",filename:"jason-perlow.jpg",dateCreated:{created:c,date:"2022-08-05 15:08:37",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002F8ee616a1-94ee-439e-9574-58f014ae5ef0\u002Fjason-perlow.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Jason Perlow is a technologist with over two decades of experience integrating large heterogeneous multi-vendor computing environments in Fortune 500 companies.",profile:c,title:"Senior Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"d8b5c5af-a5d7-4f9d-a94f-3bbd745dba96\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Jason Perlow\u002FZDNET\" data-image-alt-text=\"spockkirkreunite\" data-image-filename=\"spockkirkreunite.jpg\" data-image-date-created=\"2024\u002F11\u002F19\" data-image-width=\"1429\" data-image-height=\"778\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EFor decades, the friendship between Captain Kirk and Mr. Spock symbolized Star Trek's core message of unity and hope. But for fans like me, their story felt unfinished -- until now.\u003C\u002Fp\u003E\u003Cp\u003EAs a lifelong \u003Cem\u003EStar Trek\u003C\u002Fem\u003E fan, I have always cherished the bond between Kirk and Spock. Their friendship was the heartbeat of the original series, embodying humanity's best ideals by transcending logic and emotion. This is why \u003Cem\u003E\u003Ca href=\"https:\u002F\u002Fwww.imdb.com\u002Ftitle\u002Ftt0111280\u002F\" target=\"_blank\"\u003EStar Trek: Generations\u003C\u002Fa\u003E  \u003C\u002Fem\u003E(incidentally, the movie my future wife and I saw on our first date) left me with bittersweet closure 30 years ago. While Kirk's death was undeniably heroic, sharing his final moments with Captain Picard felt incomplete because Spock wasn't there. I have always wished for a different ending where Kirk and Spock could share a final farewell.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-apple-google-and-microsoft-can-save-us-from-ai-deepfakes\u002F\"\u003EHow Apple, Google, and Microsoft can save us from AI deepfakes\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhen Leonard Nimoy passed away in 2015, that dream seemed impossible. But thanks to the \u003Ca href=\"https:\u002F\u002Froddenberry.x.io\u002F\" target=\"_blank\"\u003ERoddenberry Archive\u003C\u002Fa\u003E, that longing has been addressed. Their new short film, 765874 -- *Unification*, brings together William Shatner's Kirk and Leonard Nimoy's Spock in a deeply emotional farewell that left me in tears. Directed by Carlos Baena and \u003Ca href=\"https:\u002F\u002Fhome.otoy.com\u002Funification\u002F\" target=\"_blank\"\u003Eenhanced by advanced AI and deepfake technology from the cloud graphics firm OTOY\u003C\u002Fa\u003E, the film bridges a decades-old gap in the Star Trek universe and provides the moment of closure that fans like me have been craving for years.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"youtube_video\" data-size=\"large\" data-float=\"none\" data-oembed=\"{"author_name":"OTOY","author_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F@OTOY","height":113,"html":"\u003Ciframe width=\\"200\\" height=\\"113\\" src=\\"https:\\\u002F\\\u002Fwww.youtube.com\\\u002Fembed\\\u002FmgOZFny7F50?autoplay=0&amp;loop=0&amp;fs=1&amp;start=0&amp;rel=1&amp;feature=oembed\\" frameborder=\\"0\\" allow=\\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\\" referrerpolicy=\\"strict-origin-when-cross-origin\\" allowfullscreen title=\\"765874 - Unification (4K)\\"\u003E\u003C\\\u002Fiframe\u003E","provider_name":"YouTube","provider_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F","thumbnail_height":360,"thumbnail_url":"https:\\\u002F\\\u002Fi.ytimg.com\\\u002Fvi\\\u002FmgOZFny7F50\\\u002Fhqdefault.jpg","thumbnail_width":480,"title":"765874 - Unification (4K)","type":"video","version":"1.0","width":200}\" data-url=\"https:\u002F\u002Fyoutu.be\u002FmgOZFny7F50\" data-autoplay=\"false\" data-loop=\"false\" data-start=\"0\" data-fs=\"true\" data-rel=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EA reunion that feels right\u003C\u002Fh2\u003E\u003Cp\u003EWatching Kirk and Spock share the screen again feels like reconnecting with an old friend. The film imagines Kirk leaving the Nexus, where he existed outside of time after \u003Cem\u003EGenerations,\u003C\u002Fem\u003E to visit Spock in his final moments. This profoundly emotional encounter blends nostalgia with raw poignancy. For fans who grew up with these characters, it feels like both a farewell and a celebration of their bond.\u003C\u002Fp\u003E\u003Cp\u003EThe performance is a testament to the care and artistry behind the production. Actor Lawrence Selleck portrays Spock's physical presence, while advanced CGI and deepfake technology restore Nimoy's unmistakable features. The result is a seamless blend of old and new, preserving Spock's essence in a way that feels authentic. Every expression and nuance -- from his calm demeanor to the famous eyebrow raise -- reflects the Spock we know and love.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThis portrayal isn't just a technical triumph; it's also a deeply personal one. The involvement of Nimoy's family ensured a respectful and meaningful depiction, safeguarding his legacy while giving fans the closure they've longed for. It's a fitting tribute to both the character and the actor who brought him to life.\u003C\u002Fp\u003E\u003Cp\u003EFor Shatner, now 93 years old, this reunion transcends performance. It's a chance to share an onscreen goodbye with the character and the actor who have defined so much of Kirk's journey. Seeing Kirk and Spock together again rekindled the magic of their friendship in a way that words can scarcely capture.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fleonard-nimoy-spock-was-a-tech-inspiration\u002F\"\u003ELeonard Nimoy's Mr. Spock was my tech inspiration\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHollywood has often used AI and CGI to resurrect iconic characters, from \u003Cem\u003EStar Wars\u003C\u002Fem\u003E recreating Leia and Tarkin to \u003Cem\u003EStar Trek: Picard\u003C\u002Fem\u003E reviving Commander Data. What distinguishes \u003Cem\u003EUnification\u003C\u002Fem\u003E is its focus on relationships. The film doesn't simply revive Spock and Kirk; it honors their bond, which has always been central to \u003Cem\u003EStar Trek's\u003C\u002Fem\u003E enduring appeal.\u003C\u002Fp\u003E\u003Cp\u003EWith \u003Cem\u003EUnification\u003C\u002Fem\u003E, The Roddenberry Archive has prioritized emotional depth over spectacle, using cutting-edge tools to craft a personal and meaningful reunion. This isn't just a technological achievement; it's a celebration of friendship, closure, and legacy.\u003C\u002Fp\u003E\u003Ch2\u003ETechnology meets emotion: The legacy of resurrections\u003C\u002Fh2\u003E\u003Cp\u003EWhile the exact methods used in \u003Cem\u003E765874 – Unification\u003C\u002Fem\u003E haven't been disclosed, the results align with techniques used in other productions to recreate iconic characters. The reunion of Kirk and Spock likely involves a combination of advanced technologies similar to those employed in Disney's \u003Cem\u003EStar Wars\u003C\u002Fem\u003E films and other groundbreaking projects.\u003C\u002Fp\u003E\u003Col\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EDeepfake technology for facial recreation: \u003C\u002Fstrong\u003EProductions like \u003Cem\u003ERogue One: A Star Wars Story\u003C\u002Fem\u003E recreated characters such as Grand Moff Tarkin and Leia Organa using a blend of live-action stand-ins and digital overlays. Deepfake technology likely played a role in \u003Cem\u003EUnification,\u003C\u002Fem\u003E analyzing archival footage of Nimoy to capture Spock's iconic expressions and subtle movements, bringing his presence back to life.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EAI voice synthesis: \u003C\u002Fstrong\u003EAI-driven voice synthesis has enabled the recreation of actors' voices from hours of recorded dialogue, as seen with James Earl Jones' Darth Vader voice in \u003Cem\u003EObi-Wan Kenobi\u003C\u002Fem\u003E. While it was not used in this film, \u003Cem\u003EUnification\u003C\u002Fem\u003E could have used a similar method to replicate Nimoy's calm, resonant tones, adding emotional authenticity to Spock's lines.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003ECGI for seamless integration: \u003C\u002Fstrong\u003ETechniques like those used to de-age Mark Hamill in \u003Cem\u003EThe Mandalorian \u003C\u002Fem\u003Eand Brent Spiner as Commander Data in\u003Cem\u003E Picard\u003C\u002Fem\u003E likely ensured Kirk and Spock's appearance in \u003Cem\u003EUnification\u003C\u002Fem\u003E felt natural and consistent with their original portrayals. Advanced CGI and rendering software would have been employed to harmonize their likenesses with the scene's environment.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EScene staging and motion capture: \u003C\u002Fstrong\u003EProductions such as \u003Cem\u003EAvatar\u003C\u002Fem\u003E have used motion capture to map live performances onto digital avatars. While \u003Cem\u003EUnification\u003C\u002Fem\u003E may not have relied heavily on this technology, Selleck's performance as Spock's stand-in likely provided the physical foundation for the CGI enhancements.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Fol\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fai-expert-says-there-are-more-political-deepfakes-than-you-think\u002F\"\u003EMore political deepfakes exist than you think, according to this AI expert\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThese advanced techniques enable filmmakers to blend the past and present, allowing them to revisit beloved characters while preserving their original essence. In \u003Cem\u003EUnification,\u003C\u002Fem\u003E however, technology serves not just as a tool for realism but as a vehicle for emotional storytelling.\u003C\u002Fp\u003E\u003Ch2\u003EThe ethical frontier: Questions for the future\u003C\u002Fh2\u003E\u003Cp\u003EAs much as \u003Cem\u003EUnification\u003C\u002Fem\u003E moved me, it also raised questions about the ethical implications of AI in entertainment. Leonard Nimoy's family ensured his portrayal was handled respectfully, but future projects may not always follow this standard. Will studios recreate actors without consent or prioritize profits over legacy?\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EUnification \u003C\u002Fem\u003Esets an example of how technology can enhance storytelling without compromising integrity. As AI becomes more prevalent, the entertainment industry must establish clear guidelines to protect performers' rights and honor their contributions. These tools have the potential to celebrate artistry, but they must be used responsibly to avoid exploitation.\u003C\u002Fp\u003E\u003Ch2\u003EA final goodbye that will be remembered\u003C\u002Fh2\u003E\u003Cp\u003EUltimately, \u003Cem\u003E765874 – Unification\u003C\u002Fem\u003E isn't just a film; it's a gift to \u003Cem\u003EStar Trek\u003C\u002Fem\u003E fans. It's a chance to see Kirk and Spock together again, saying the goodbye they were never allowed to share. It reminds us why we fell in love with these characters -- and why their friendship continues to inspire us.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fhome-entertainment\u002Fbeginners-guide-to-star-trek-tv\u002F\"\u003EThe beginner's guide to Star Trek: What to watch first\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs the credits rolled, I felt a mix of joy and sadness: joy for the reunion I had always hoped for and sadness in knowing this is likely the final chapter for these characters as portrayed by these two actors. But most of all, I felt gratitude. Gratitude to The Roddenberry Archive for giving us this moment. Gratitude to William Shatner and Leonard Nimoy for creating something timeless.\u003C\u002Fp\u003E\u003Cp\u003EIf you watch this film, have a box of tissues ready. This is \u003Cem\u003EStar Trek\u003C\u002Fem\u003E at its most human -- boldly going where our hearts lead us.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-20 13:12:00",timezone:"UTC",updated:c,published:c},description:"William Shatner and Leonard Nimoy reunite in a powerful short film using AI and deepfake technology to give fans the emotional farewell they deserve.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"6d858930-7aa3-4295-a932-9efbdb3aec5f",image:{id:"d8b5c5af-a5d7-4f9d-a94f-3bbd745dba96",filename:"spockkirkreunite.jpg",dateCreated:{created:c,date:"2024-11-19 21:31:02",timezone:"UTC",updated:c,published:c},alt:"spockkirkreunite",credits:"Screenshot by Jason Perlow\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F19\u002Fd8b5c5af-a5d7-4f9d-a94f-3bbd745dba96\u002Fspockkirkreunite.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1429,height:778,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"ai-just-gave-us-the-star-trek-farewell-we-always-wanted-watch-it-here",startYear:c,summary:b,title:"AI just gave us the Star Trek farewell we always wanted - watch it here",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"5afa3418-b1d6-4e4f-a89d-3027c1692435",slug:"space",name:"Space",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"959fd179-8245-11e3-b21f-14feb5ca9861",username:"joemckendrick",profileUrl:c,email:c,firstName:"Joe",lastName:"McKendrick",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"aadf959a-c685-4b4b-b144-e92dc3ac4cae",filename:"joe-mckendrick.jpg",dateCreated:{created:c,date:"2020-01-11 16:46:27",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2020\u002F01\u002F11\u002Faadf959a-c685-4b4b-b144-e92dc3ac4cae\u002Fjoe-mckendrick.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Joe McKendrick is an author and independent analyst who tracks the impact of information technology on management and markets. He has also served as co-chair of the annual AI Summit in New York since 2021. He has authored numerous research reports in partnership with Forbes Insights and Unisphere Research, a division of Information Today, Inc. Joe speaks frequently on AI, cloud, data, and enterprise computing topics at industry events and Webcasts. In a previous life, Joe served as director of the Administrative Management Society (AMS), an international professional association advancing knowledge within the IT and business management fields. He is a graduate of Temple University.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"6efa9052-a3d9-4c02-b130-409ad58c78ae\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Tavrius\u002FGetty Images\" data-image-alt-text=\"data science concept\" data-image-filename=\"gettyimages-2169754654.jpg\" data-image-date-created=\"2024\u002F11\u002F07\" data-image-width=\"2235\" data-image-height=\"1341\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EGenerative artificial intelligence\u003C\u002Fa\u003E (gen AI) is paving the way for everyone to become their own software developers. But at the same time, AI may render many extraordinary skills unnecessary.\u003C\u002Fp\u003E\u003Cp\u003EThat's the word from Thomas Davenport of Babson College and Ian Barkin, a venture capitalist, in their latest book, \u003Ca href=\"https:\u002F\u002Fwww.wiley.com\u002Fen-us\u002FAll+Hands+on+Tech%3A+The+AI-Powered+Citizen+Revolution-p-9781394245918\" target=\"_blank\"\u003EAll Hands on Tech: The AI-Powered Citizen Revolution\u003C\u002Fa\u003E. For starters, they point out that with low-code and no-code tools, robotic process automation, and now AI, the gates of software development are open to all. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyour-dream-programming-job-demands-this-language-every-site-agrees\u002F\"\u003EYour dream programming job demands this language, every site agrees\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"Technology is no longer owned by any one department of function,\" they explain. \"Data and its analyses are no longer the property of only the PhDs and the hard-core number crunchers. From now on, all employees have the ability to be system designers, data analysts, coders, and creators.\"\u003C\u002Fp\u003E\u003Cp\u003EDavenport and Barkin note that generative AI will take citizen development to a whole new level. \"First is through conversational user interfaces,\" they write. \"Virtually every vendor of software today has announced or is soon to introduce a generative AI interface.\"\u003C\u002Fp\u003E\u003Cp\u003E\"Now or in the very near future, someone interested in programming or accessing\u002Fanalyzing data need only make a request to an AI system in regular language for a program containing a set of particular functions, an automation workflow with key steps and decisions, or a machine-learning analysis involving particular variables or features.\"\u003C\u002Fp\u003E\u003Cp\u003EAs the authors mention, part of this future -- not quite formed yet -- are specialized bots designed to perform specific types of work. \"There are digital workers from RPA vendors and other start-ups that claim to perform an entire job, although our investigations thus far suggest that they really perform just a few tasks and are certainly less flexible than human workers.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fdraft-theres-good-news-and-bad-news-with-ai-assisted-software-development\u002F\"\u003EGoogle survey says more than 75% of developers rely on AI. But there's a catch\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis includes nascent software development bots, which vendors claim are \"able to write software programs from start to finish,\" Davenport and Barkin state. \"Our guess is that for the next several years, these bots will be capable of making human citizens more productive but won't replace them.\"\u003C\u002Fp\u003E\u003Cp\u003EGen AI will feel like the ultimate research assistant or programmer, they added, \"because it is generating code to this analysis. It will elicit what you want, work very quickly, and allow you to change your mind infinite times in specifying your app, automation, or model.\"\u003C\u002Fp\u003E\u003Cp\u003E\"Gen AI will also make it easier to find existing models, features, or software components that you can use to begin your citizen project,\" they conclude. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-chatgpt-scanned-170k-lines-of-code-in-seconds-saving-me-hours-of-work\u002F\"\u003EHow ChatGPT scanned 170k lines of code in seconds, saving me hours of work\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ELooking beyond these early starts, with the growth of AI, RPA, and other tools, \"some citizen developers are likely to no longer be necessary, and every citizen will need to change how they do their work,\" Davenport and Barkin speculate. Gen AI will assume much of this work, including generating application code, automations, and data science analyses.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EDominic Ligot, CEO and CTO of CirroLytix, echoes Davenport and Barkin's observations in a recent HackerNoon \u003Ca href=\"https:\u002F\u002Fhackernoon.com\u002Fwhat-ai-will-do-to-data-science\" target=\"_blank\"\u003Earticle\u003C\u002Fa\u003E, noting how he enabled semi-technical individuals in a class to leverage data science tools:\u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003E\"The participants, primarily CISOs who typically don't code, found the exercises, crafted with AI's assistance, to be intuitive and hands-on. My goal was to immerse them in working directly with data and code. They especially appreciated the chance to explore manually what modern cyberthreat surveillance and SIEM platforms typically automate, gaining insights into the processes happening 'under the hood.'\"\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EAt the same time, Ligot also suggests citizen developers and data scientists may not necessarily need technical skills, as AI takes on much of this work. \"My key takeaway from the class was surprisingly counterintuitive: data science, as we know it, will eventually be replaced by AI,\" he said.  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftechnologist-bruce-schneier-on-security-society-and-why-we-need-public-ai-models\u002F\"\u003ETechnologist Bruce Schneier on security, society, and why we need 'public AI' models\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"The rise of AI-driven tools capable of handling data analysis, modeling, and insight generation could force a shift in how we view the role and future of data science itself,\" said Ligot. \"Tasks like data preparation, cleansing, and even basic qualitative analysis -- activities that consume much of a data scientist's time -- are now easily automated by AI systems.\"\u003C\u002Fp\u003E\u003Cp\u003E\"What's worse (or better, depending on where you stand) is that AI is faster, more accurate, and less prone to human error or fatigue.\"\u003C\u002Fp\u003E\u003Cp\u003EStill, getting to the point where development and data science are delivered seamlessly via AI will take time, Davenport and Barkin clarify. \"It seems likely in the future that gen AI and conversational AI broadly will be the front end to all citizen applications,\" they say. \"That's possible today with many tools, but it takes at least a modicum of sophistication to create prompts that will get you the first cut at an app, a data analysis, or an automation workflow that you want. That's also true with code generations, and it's one reason why experienced coders tend to have better luck than inexperienced ones.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-best-ai-for-coding\u002F\"\u003EThe best AI for coding in 2024 (and what not to use)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHowever, they continued, \"within a year or two, it will be possible to have an iterative discussion with a gen AI interface about a machine-learning analysis.\"\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-15 21:07:00",timezone:"UTC",updated:c,published:c},description:"AI is democratizing software development and could eventually replace it altogether, but will it make data science obsolete?",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"0870e940-24d5-468c-8a42-6fc64a0e1ac4",image:{id:"6efa9052-a3d9-4c02-b130-409ad58c78ae",filename:"gettyimages-2169754654.jpg",dateCreated:{created:c,date:"2024-11-07 21:26:36",timezone:"UTC",updated:c,published:c},alt:"data science concept",credits:"Tavrius\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F07\u002F6efa9052-a3d9-4c02-b130-409ad58c78ae\u002Fgettyimages-2169754654.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2235,height:1341,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"ai-could-alter-data-science-as-we-know-it-heres-why",startYear:c,summary:b,title:"AI could alter data science as we know it - here's why",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1048432a-ec91-11e3-95d2-02911863765e",slug:"enterprise-software",name:"Enterprise Software",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"5d68ddc2-d682-11e4-9a74-d4ae52e95e57",slug:"developer",name:"Developer",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"98d6f538-10d6-11e4-9732-00505685119a",username:"palmsolo (aka Matthew Miller)",profileUrl:c,email:c,firstName:"Matthew",lastName:"Miller",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"ee87d915-3bf6-40cb-8e7f-6112d3b322bc",filename:"matthew-miller.jpg",dateCreated:{created:c,date:"2022-08-05 15:28:37",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fee87d915-3bf6-40cb-8e7f-6112d3b322bc\u002Fmatthew-miller.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Matthew Miller started using mobile devices in 1997 and has been writing news, reviews, and opinion pieces ever since. Matthew started using mobile devices with a US Robotics Pilot 1000 and has owned hundreds of devices running Palm, Linux, Symbian, Newton, BlackBerry, iOS, Android, webOS, Windows Mobile, and Windows Phone operating systems. His current collection includes the latest and greatest foldables, wearables, and more, along with classic devices like the Apple Newton MessagePad 2100 and Sony CLIE UX50. Matthew can be found on various social networks under the user name of \"palmsolo.\"",profile:c,title:"Contributing Writer",bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"277dd35b-0534-404d-8209-63224130b10a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Matthew Miller\u002FZDNET\" data-image-alt-text=\"Meta Wayfarer\" data-image-filename=\"meta-wayfarer-le3.jpg\" data-image-date-created=\"2024\u002F10\u002F17\" data-image-width=\"1600\" data-image-height=\"900\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAt Meta Connect in September, one of the newest products that caught my eye was a limited-edition pair of \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"2835f9c1-c944-4f4d-b2ff-d597d0c9b787\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Large-Glasses\u002Fdp\u002FB0CGXYNWBH\" data-link-shortcode-text=\"Ray-Ban glasses\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E -- with a transparent frame, sapphire transition lenses, and a fairly accessible $429 price tag. Since I've already had great experiences with the Meta Quest 3 and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmy-favorite-xr-glasses-for-productivity-and-traveling-just-got-3-major-upgrades\u002F\" target=\"_blank\"\u003EViture Pro XR glasses\u003C\u002Fa\u003E, I decided it was time to try the highly praised smart glasses by Meta. Fortunately, I was able to buy a pair right as stock ran out.\u003C\u002Fp\u003E\u003Cp\u003EOnly 7,500 units were made available worldwide, and mine is number 4,255, marked on the inside of the right frame and on the charging case. ZDNET's \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fmeet-the-team\u002Fkerry-wan\u002F\" target=\"_blank\"\u003EKerry Wan\u003C\u002Fa\u003E reviewed the standard \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-ray-ban-smart-glasses-review\u002F\" target=\"_blank\"\u003EMeta Ray-Ban smart glasses\u003C\u002Fa\u003E last year, and after months of use, he still enjoys their functionality. As announced at Meta Connect, existing Meta glasses will also receive software updates, including natural language processing, the ability to remember and recall key information, live translations, and more.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-took-my-ray-ban-meta-smart-glasses-fly-fishing-and-they-beat-gopro-in-several-surprising-ways\u002F\"\u003EI took my Ray-Ban Meta smart glasses fly fishing, and they beat GoPro in several surprising ways\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhile deciding whether to make the purchase, I intended to use the glasses to capture video that's difficult to record accurately with a camera or smartphone. This includes testing watches, fitness gear, and e-bikes, as well as creating vertical short-form videos for YouTube and Instagram, with both hands-free to interact with devices. I've used action cameras for some of this content before, but I wanted to see if a first-person perspective would result in better footage. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"ea0f018d-ecac-496c-a884-3565ae892b4e\" data-edition=\"us\" data-description=\"\u003Cp\u003EReviewed by ZDNET, the smart glasses can record videos, play Bluetooth audio, and perform useful AI tasks.\u003C\u002Fp\u003E\" data-hed=\"Meta Ray-Ban Smart Glasses\" data-imagegroup=\"{"alt":"Meta Ray-Ban Smart Glasses","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Kerry Wan\u002FZDNET","imageData":{"id":"04cbedb8-07a6-4bdb-96b8-d11f8e660cec","title":"Meta Ray-Ban Smart Glasses","filename":"dsc00143.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F29\u002F04cbedb8-07a6-4bdb-96b8-d11f8e660cec\u002Fdsc00143.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":3196376,"width":4240,"height":2384,"dateCreated":{"date":"2024-03-29 01:26:19","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-03-29 01:26:28","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Kerry Wan\u002FZDNET","alt":"Meta Ray-Ban Smart Glasses","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"04cbedb8-07a6-4bdb-96b8-d11f8e660cec","imageAltText":"Meta Ray-Ban Smart Glasses","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Kerry Wan\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"dsc00143.jpg","imageDateCreated":"2024\u002F03\u002F29","imageWidth":4240,"imageHeight":2384,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Kerry Wan\u002FZDNET\" data-linktext=\"ZDNET RECOMMENDS\" data-linkurl=\"Design: Mini Listicle\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Large-Glasses\u002Fdp\u002FB0CGXYNWBH","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI also spend time fly fishing, where both hands are occupied, and I want to capture video and still images of these experiences to share with family and friends who don't want to wade through cold rivers and catch small trout. My large, energetic cat demands daily playtime with wand toys, and now I can easily record his incredible acrobatics and funny antics on the go. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"youtube_video\" data-size=\"large\" data-float=\"none\" data-oembed=\"{"author_name":"ZDNET","author_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F@zdnetvideo","height":113,"html":"\u003Ciframe width=\\"200\\" height=\\"113\\" src=\\"https:\\\u002F\\\u002Fwww.youtube.com\\\u002Fembed\\\u002FMOuCRLTESpI?autoplay=0&amp;loop=0&amp;fs=1&amp;start=0&amp;rel=1&amp;feature=oembed\\" frameborder=\\"0\\" allow=\\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\\" referrerpolicy=\\"strict-origin-when-cross-origin\\" allowfullscreen title=\\"Unboxing Meta&amp;#39;s $299 Ray-Ban Smart Glasses!\\"\u003E\u003C\\\u002Fiframe\u003E","provider_name":"YouTube","provider_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F","thumbnail_height":360,"thumbnail_url":"https:\\\u002F\\\u002Fi.ytimg.com\\\u002Fvi\\\u002FMOuCRLTESpI\\\u002Fhqdefault.jpg","thumbnail_width":480,"title":"Unboxing Meta's $299 Ray-Ban Smart Glasses!","type":"video","version":"1.0","width":200}\" data-url=\"https:\u002F\u002Fyoutu.be\u002FMOuCRLTESpI\" data-autoplay=\"false\" data-loop=\"false\" data-start=\"0\" data-fs=\"true\" data-rel=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIt's been over two weeks since my Meta Ray-Ban Wayfarer Limited Edition glasses arrived, and they've exceeded my expectations. In addition to capturing great video while running with new watches, testing e-bikes, fishing, and playing with my cat, I've recorded a few fights on the ice at a local minor league hockey game, playful snow leopard kittens at the zoo, and my daily commute as the fall leaves turn under a glowing sunset. You can now capture up to three minutes of video by setting that as the default length, and the audio quality during recording has been much better than I expected. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-downloaded-googles-gemini-app-on-the-iphone-for-free-and-it-nearly-replaces-siri-for-me\u002F\"\u003EI downloaded Google's Gemini app on the iPhone for free - and it nearly replaces Siri for me\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBeyond video and still capture, I now prefer using the glasses for calls and podcasts over my AirPods Pro while walking around downtown Seattle. Like the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-bone-conduction-headphones\u002F\" target=\"_blank\"\u003Ebone conduction headphones\u003C\u002Fa\u003E I use for running, the Ray-Ban glasses leave my ears open for better awareness of my surroundings, and the sound quality is good for podcasts and music. However, in heavy traffic, the sound can be too quiet, so a future version with bone conduction technology would be ideal. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f66ddc09-3fd7-4f27-94e8-8575396cefbf\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Matthew Miller\u002FZDNET\" data-image-alt-text=\"meta-wayfarer-le2\" data-image-filename=\"meta-wayfarer-le2.jpg\" data-image-date-created=\"2024\u002F10\u002F17\" data-image-width=\"1600\" data-image-height=\"900\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI also appreciate the various messaging options, especially being able to have messages read aloud and easily reply to friends and family. Keeping my phone in my pocket while commuting and wearing the Meta glasses feels like an optimal way to get around. I'm enjoying spending less time looking at screens and more time engaging with the world around me. \u003C\u002Fp\u003E\u003Cp\u003EThe transition lenses are a game changer as well. They allow me to wear the glasses both indoors, where I listen to music, make hands-free inquiries with Meta AI, and handle calls and messaging, and outdoors, where I would normally switch to sunglasses. However, I wish the lenses would get a bit darker in full sunlight. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fcms.zdnet.com\u002Fcontent\u002Farticle\u002Ff7486e89-e8af-465b-8426-5f93429f71ae\u002Fversion\u002Fus\"\u003EIn a surprise twist, Meta is suddenly crushing Apple in the innovation battle - Prism\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-biked-with-these-photochromic-glasses-and-the-heads-up-display-was-game-changing\u002F\" target=\"_blank\"\u003EEngo 2 Photochromic glasses\u003C\u002Fa\u003E have improved my running performance by displaying key health stats, and it would be fantastic to see similar functionality in a future version of the Meta glasses. Even being able to ask Meta for running stats would help me keep my eyes on the road and stay focused on my goals.  \u003C\u002Fp\u003E\u003Cp\u003EOverall, I'm very pleased with my purchase of this Limited Edition model of the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"815f47e0-2ef4-4c38-8006-1a13bc678d66\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Large-Glasses\u002Fdp\u002FB0CGXYNWBH\" data-link-shortcode-text=\"Meta Ray-Bans\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, which is designed to give me a glimpse into the underlying technology. And I'm even more excited about the added utility that future updates will bring.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EThis article was originally published on October 17, 2024, and was updated on November 16, 2024.\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"47b1617b-799d-4263-9878-ccc4bc00d4b9\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F47b1617b-799d-4263-9878-ccc4bc00d4b9\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-16 12:00:19",timezone:"UTC",updated:c,published:c},description:"I managed to secure one of the 7,500 pairs of Ray-Bans that Meta recently sold, and they impressed me with their camera, Meta AI responses, and audio playback performance.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"d3e979f5-2b0d-4431-b1d0-104976f03c2a",image:{id:"277dd35b-0534-404d-8209-63224130b10a",filename:"meta-wayfarer-le3.jpg",dateCreated:{created:c,date:"2024-10-17 04:31:18",timezone:"UTC",updated:c,published:c},alt:"meta-wayfarer-le5",credits:"Matthew Miller\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F10\u002F17\u002F277dd35b-0534-404d-8209-63224130b10a\u002Fmeta-wayfarer-le3.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1600,height:900,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Tech^Wearables^Smart Glasses",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"i-tested-metas-transparent-ray-ban-smart-glasses-and-theyre-a-near-perfect-accessory-for-me",startYear:c,summary:b,title:"I tested Meta's transparent Ray-Ban smart glasses, and they're a near-perfect accessory for me",topic:{id:"4010a147-6392-43c9-84ea-5ff86c70e201",slug:"smart-glasses",name:"Smart Glasses",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"4010a147-6392-43c9-84ea-5ff86c70e201",slug:"smart-glasses",name:"Smart Glasses",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"959fd179-8245-11e3-b21f-14feb5ca9861",username:"joemckendrick",profileUrl:c,email:c,firstName:"Joe",lastName:"McKendrick",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"aadf959a-c685-4b4b-b144-e92dc3ac4cae",filename:"joe-mckendrick.jpg",dateCreated:{created:c,date:"2020-01-11 16:46:27",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2020\u002F01\u002F11\u002Faadf959a-c685-4b4b-b144-e92dc3ac4cae\u002Fjoe-mckendrick.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Joe McKendrick is an author and independent analyst who tracks the impact of information technology on management and markets. He has also served as co-chair of the annual AI Summit in New York since 2021. He has authored numerous research reports in partnership with Forbes Insights and Unisphere Research, a division of Information Today, Inc. Joe speaks frequently on AI, cloud, data, and enterprise computing topics at industry events and Webcasts. In a previous life, Joe served as director of the Administrative Management Society (AMS), an international professional association advancing knowledge within the IT and business management fields. He is a graduate of Temple University.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"7cfe3f39-3c2d-430f-b100-d3cb7c9d8a35\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Israel Sebastian\u002FGetty Images\" data-image-alt-text=\"versew-dimension-gettyimages-1399264769\" data-image-filename=\"versew-dimension-gettyimages-1399264769.jpg\" data-image-date-created=\"2024\u002F11\u002F13\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EFor anyone building software, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E (Gen AI) -- especially a tool like \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgithub-copilot-goes-multi-model-with-support-for-four-new-llms\u002F\" target=\"_blank\"\u003EGitHub Copilot\u003C\u002Fa\u003E -- is a means to quickly create, test, document, and debug code, which leads to big productivity benefits. \u003C\u002Fp\u003E\u003Cp\u003EThis boost frees up the time, resources, and brainpower of software developers and operations professionals to step up and fill consultative and leadership roles within their organizations. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F4-ways-to-turn-gen-ai-experiments-into-real-business-value\u002F\" target=\"_blank\"\u003E4 ways to turn generative AI experiments into real business value\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHowever, while the productivity benefits are clear, AI may not benefit everyone, and industry experts advise treading cautiously into automation.\u003C\u002Fp\u003E\u003Cp\u003EFirst, some context. Gen AI code-suggestion tools can \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-data-confirms-genai-boosts-software-productivity-at-least-for-beginning-developers\u002F\" target=\"_blank\"\u003Eboost software developer productivity\u003C\u002Fa\u003E, according to a multi-party \u003Ca href=\"https:\u002F\u002Fpapers.ssrn.com\u002Fsol3\u002Fpapers.cfm?abstract_id=4945566\" target=\"_blank\"\u003Estudy\u003C\u002Fa\u003E by researchers at Microsoft, MIT, Princeton University, and the University of Pennsylvania. \u003C\u002Fp\u003E\u003Cp\u003EThe research analyzed the output of 4,867 software developers across three companies, all with access to Copilot, and discovered a 26% productivity increase in the weekly number of completed tasks, along with a 14% increase in the number of code updates, and a 38% increase in the number of times code was compiled.\u003C\u002Fp\u003E\u003Cp\u003EOther executives and professionals across the industry agreed Gen AI can produce a massive productivity boost for software developers. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\"Gen AI and copilot tools are significantly impacting development velocity,\" \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fbrett-smith-15b3737\u002F\" target=\"_blank\"\u003EBrett Smith\u003C\u002Fa\u003E, a distinguished software developer with SAS, told ZDNET. \u003C\u002Fp\u003E\u003Cp\u003E\"AI can help write boilerplate code, unit tests, and documentation, freeing the developer to accelerate solving the actual solutions. Generative AI has unquestionably revolutionized the game for software development, serving as a pair programmer to developers worldwide.\"  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftechnologist-bruce-schneier-on-security-society-and-why-we-need-public-ai-models\u002F\"\u003ETechnologist Bruce Schneier on security, society and why we need 'public AI' models\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EGenerative tools can be useful for various development tasks, such as \"introducing new features to existing codebases or porting the codebases to new programming languages,\" said \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Ffvillanustre\u002F\" target=\"_blank\"\u003EFlavio Villanustre\u003C\u002Fa\u003E, global chief information security officer at LexisNexis Risk Solutions. \u003C\u002Fp\u003E\u003Cp\u003E\"These AI tools also help with the software archeology that is necessary to understand poorly documented codebases. Additionally, AI can serve as a helpful resource when test cases must be created -- especially in test-driven software development environments. Last, but not least, AI tools can help identify third-party libraries and frameworks that could be useful in particular projects.\"\u003C\u002Fp\u003E\u003Cp\u003EHowever, it's not all good news -- and the researchers in the Microsoft\u002FMIT\u002FPrinceton\u002FUPenn study highlighted one major caveat: the benefits of Gen AI diminish among developers with greater experience. \u003C\u002Fp\u003E\u003Cp\u003E\"Less-experienced developers showed higher adoption rates and greater productivity gains,\" they stated. \"Copilot significantly raises task completion for more recent hires and those in more junior positions, but not for developers with longer tenure and in more senior positions.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fperplexity-ais-new-tool-makes-researching-the-stock-market-delightful-heres-how\u002F\"\u003EPerplexity AI's new tool makes researching the stock market 'delightful'. Here's how\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAI-driven tools \"are incredibly useful for less-experienced developers,\" agreed \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fedwardjwhiteiii\u002F\" target=\"_blank\"\u003EEdward White\u003C\u002Fa\u003E, head of growth at beehiiv, a digital newsletter service. \u003C\u002Fp\u003E\u003Cp\u003E\"They offer real-time suggestions for refactoring and optimization, guiding junior developers through best practices while they code. These tools can identify inefficiencies or repetitive patterns and recommend improvements, making the code cleaner and more efficient. The instant feedback helps developers learn how to write maintainable code, follow proper naming conventions, and use better structures.\"   \u003C\u002Fp\u003E\u003Cp\u003EHowever, despite the focus on less-experienced developers, Smith said long-time professionals can also see the benefits of Gen AI. \"In my experience, veteran developers have greatly benefitted from AI assistance,\" he said. \u003C\u002Fp\u003E\u003Cp\u003E\"AI is incredibly efficient at writing boilerplate code, and it frees the developer to do the complex bespoke things that AI is not good at. In general, developers with less experience struggle with solving complex problems, and AI is usually unable to help them in that aspect.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-secret-to-successful-digital-initiatives-is-pretty-simple-according-to-gartner\u002F\"\u003EThe secret to successful digital initiatives is pretty simple, according to Gartner\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe evidence from industry experts suggests a balance must be achieved. Whether Gen AI is deployed by experienced or inexperienced developers, IT professionals and executives must be \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fit-leaders-worry-the-rush-to-adopt-genai-may-have-repercussions-on-tech-infrastructure\u002F\" target=\"_blank\"\u003Ewary of wholesale adoption of these tools\u003C\u002Fa\u003E in their current incarnations. \u003C\u002Fp\u003E\u003Cp\u003E\"While the assistant is typically able to write certain common functions, interface reasonably with existing libraries, write test cases, and explain existing code, it does make certain mistakes that a proficient programmer would avoid,\" said Villanustre. \u003C\u002Fp\u003E\u003Cp\u003E\"These AI-based tools also have challenges when addressing more complex algorithms and can write code that is unsafe or insecure. In my opinion, current AI tools are commensurate with an entry-level programmer, and still require monitoring by more experienced software professionals.\"\u003C\u002Fp\u003E\u003Cp\u003ESmith also said the increased velocity from Gen AI tools is a double-edged sword. \"Developers write bad code; AI helps them write bad code faster,\" he said. \u003C\u002Fp\u003E\u003Cp\u003E\"The increase in the amount of code a team produces could introduce more bugs and vulnerabilities than normal. This wave of new code can quickly overwhelm testing and security teams. Teams will need to automate checkpoints, testing, and security scanning to keep pace in fighting the evil aspects of generative AI moving forward.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcios-must-also-serve-as-chief-ai-officers\u002F\"\u003ECIOs must also serve as chief AI officers, according to Salesforce survey\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgen-ai-as-a-software-quality-tool-skepticism-is-fading-as-more-organizations-implement-it\u002F\" target=\"_blank\"\u003Equality of the generated code\u003C\u002Fa\u003E is also an issue. \"AI is only as good as its training,\" said \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fdavidbrault\u002F\" target=\"_blank\"\u003EDavid Brault\u003C\u002Fa\u003E, an expert at Mendix. The training data may include \"a combination of well-written and substandard code.\" This mix might lead to code of varying quality and consistency and can even build on technical debt. \u003C\u002Fp\u003E\u003Cp\u003EAnother challenge with AI-generated code is the risk of incompatibility with existing systems, especially complex or legacy architectures. \u003C\u002Fp\u003E\u003Cp\u003E\"While AI tools can produce efficient code for specific tasks, they may not always consider the unique dependencies, frameworks, or structures of older systems,\" White cautioned. \u003C\u002Fp\u003E\u003Cp\u003E\"This mismatch can lead to problems such as unexpected behavior or even cause disruptions if the AI-generated code is implemented without thorough testing.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgenerative-ai-doesnt-have-to-be-a-power-hog-after-all\u002F\"\u003EGenerative AI doesn't have to be a power hog after all\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E  \u003Cbr\u003E \u003Cbr\u003ETo reduce these issues, \"developers should carefully evaluate the compatibility of AI-generated code with their current infrastructure,\" White advised. \"This includes conducting extensive testing in controlled staging environments and, if needed, customizing the code to fit the particularities of their system.\"\u003C\u002Fp\u003E\u003Cp\u003EIT professionals must also be \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fai-washing-is-dirty-business-lenovos-coo-explains-how-to-avoid-it\u002F\" target=\"_blank\"\u003Ewary of legal issues\u003C\u002Fa\u003E that can crop up along the way. \"Using AI-generated code requires caution regarding duplication, intellectual property, and potential licensing issues,\" said \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fmira-nathalea-27a05a201\u002F\" target=\"_blank\"\u003EMira Nathalea\u003C\u002Fa\u003E, chief marketing officer of SoftwareHow, a provider of software reviews. \u003C\u002Fp\u003E\u003Cp\u003E\"Developers and companies should be mindful of the risks associated with unverified code suggestions. There's the risk of unknowingly incorporating code that may not align with the project's licensing requirements, possibly resulting in intellectual property conflicts. Developers should review AI-generated suggestions carefully to maintain code quality and legal compliance.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgen-ai-as-a-software-quality-tool-skepticism-is-fading-as-more-organizations-implement-it\u002F\"\u003EGen AI as a software quality tool? Skepticism is fading as more organizations implement it\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESoftware professionals and executives must also carefully manage the ethical concerns that can arise from AI-based code generation. \u003C\u002Fp\u003E\u003Cp\u003E\"Overlooking ethical considerations can lead to unintended issues, such as privacy risks, data misuse, or biases within algorithms,\" said \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fjoelpopoff\u002F?originalSubdomain=ca\" target=\"_blank\"\u003EJoel Popoff\u003C\u002Fa\u003E, CEO of Axwell Wallet, a maker of tech-friendly everyday carry items. \u003C\u002Fp\u003E\u003Cp\u003E\"When AI-generated code isn't carefully evaluated, it may not fully comply with regulations or ethical standards, especially in areas like user privacy and equitable treatment.\"\u003C\u002Fp\u003E\u003Cp\u003EPopoff said it's important to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-adobe-manages-ai-ethics-concerns-while-fostering-creativity\u002F\" target=\"_blank\"\u003Eimplement ethical review procedures\u003C\u002Fa\u003E tailored to AI-generated code to mitigate such risks. \"This includes regularly auditing AI outputs, ensuring that data is handled responsibly, and actively checking for bias in automated decisions,\" he said. \u003C\u002Fp\u003E\u003Cp\u003E\"Establishing transparency about how AI processes and uses data helps maintain trust and keeps the development process aligned with ethical principles.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F3-ways-to-build-strong-data-foundations-for-ai-implementation-according-to-business-leaders\u002F\"\u003E3 ways to build strong data foundations for AI implementation, according to business leaders\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThere are, therefore, a range of issues and concerns that must be considered. However, when employed responsibly, AI might revolutionize the development profession. \u003C\u002Fp\u003E\u003Cp\u003E\"One of the biggest advantages of using AI in development is the ability to automate the tedious and repetitive tasks that developers hate as they waste time and add little business value to the solution,\" said Brault. \u003C\u002Fp\u003E\u003Cp\u003E\"Instead, by automating these low-level routines with AI, developers can spend more time finding creative ways to solve the complex business problems that impact their company. If anything, developers will become even more valuable as their expertise will be required to validate and secure AI-generated code as well as build reusable components, templates, and frameworks to establish governance standards for integrating AI with their existing systems.\"\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-18 13:00:00",timezone:"UTC",updated:c,published:c},description:"Generative AI brings productivity benefits, but IT professionals must be wary of wholesale adoption of these tools in their current incarnations.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"e231fdd3-b865-459a-a315-0f8219f3f9b2",image:{id:"7cfe3f39-3c2d-430f-b100-d3cb7c9d8a35",filename:"versew-dimension-gettyimages-1399264769.jpg",dateCreated:{created:c,date:"2024-11-13 01:26:08",timezone:"UTC",updated:c,published:c},alt:"versew-dimension-gettyimages-1399264769",credits:"Israel Sebastian\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F13\u002F7cfe3f39-3c2d-430f-b100-d3cb7c9d8a35\u002Fversew-dimension-gettyimages-1399264769.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Business^Developer",relatedItems:[]},name:b,promoTitle:"Gen AI gives software developers surge in productivity - but it's not for everyone",section:b,slug:"gen-ai-gives-software-developers-surge-in-productivity-but-its-not-for-everyone",startYear:c,summary:b,title:"Gen AI gives software developers surge in productivity - but it's not for everyone",topic:{id:"5d68ddc2-d682-11e4-9a74-d4ae52e95e57",slug:"developer",name:"Developer",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"5d68ddc2-d682-11e4-9a74-d4ae52e95e57",slug:"developer",name:"Developer",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"4bbd52b3-12fc-4183-9f2a-1274944fbf8d",slug:"digital-transformation",name:"Digital Transformation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"be6bf95a-6da8-4df2-a534-c25d550a96b2\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"akinbostanci\u002FGetty images\" data-image-alt-text=\"productive\" data-image-filename=\"gettyimages-1424890764.jpg\" data-image-date-created=\"2024\u002F11\u002F14\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E boom might have started with the launch of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\"\u003EChatGPT\u003C\u002Fa\u003E, but the technology has now been integrated into all kinds of productivity platforms designed to make our everyday workflows easier.\u003C\u002Fp\u003E\u003Cp\u003EA fear many people have when they hear about AI use in the workplace is that the technology will \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwill-ai-hurt-or-help-workers-its-complicated\u002F\" target=\"_blank\"\u003Ereplace them\u003C\u002Fa\u003E. However, the tools I'm talking about here won't do the work for you -- rather, they can increase \u003Cem\u003Eyour\u003C\u002Fem\u003E work productivity.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-search-engine\u002F\"\u003EThe best AI search engines: Google, Perplexity, and more\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThese AI tools can help you complete small but necessary daily tasks that add up to lots of saved time in the long run. The result: You spend less time on admin, and more time doing things you enjoy or that are of higher value to your work.\u003C\u002Fp\u003E\u003Cp\u003EI have been covering and testing AI tools for ZDNET for over two years, even before AI reached its current level of popularity. Some of the tools stood out and impressed me so much that I found it hard to stop using them and, as a result, I've incorporated several of these tools into different aspects of my daily workflow. \u003C\u002Fp\u003E\u003Cp\u003EHere are my favorite AI tools, which I use almost every day. Interestingly, only one of these life-hack technologies is an \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\" target=\"_blank\"\u003EAI chatbot\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Ch2\u003E1. Grammarly \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"84c73c69-7cc8-449b-9904-52a3112aa6fb\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Smith Collection\u002FGado\u002FGetty Images\" data-image-alt-text=\"Grammarly logo\" data-image-filename=\"gettyimages-1473977365.jpg\" data-image-date-created=\"2024\u002F07\u002F01\" data-image-width=\"5196\" data-image-height=\"3464\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"be0f3d82-bcfc-4606-a1a4-7cb139137d1b\" data-raw-url=\"https:\u002F\u002Fwww.grammarly.com\u002F\" data-link-shortcode-text=\"Grammarly\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E has been around for quite a while, and AI has always been an integral part of its services. The platform is known for its ability to check for spelling, grammar, conciseness, and more in everyday writing, and for good reason -- it's reliable and helpful. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fwhy-the-grammarly-app-is-so-much-better-than-the-browser-extension-and-how-to-configure-it\u002F\"\u003EWhy the Grammarly app is better than the browser extension - and how to configure it\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EMy favorite way to use the tool is by turning on the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c65b27ce-27e9-4c26-84e9-c6594a7b3b2a\" data-raw-url=\"https:\u002F\u002Fwww.grammarly.com\u002Fbrowser\u002Fchrome\" data-link-shortcode-text=\"Grammarly for Chrome\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E extension so that the AI can work alongside me in the background to catch any mistakes I've missed. This is especially useful when writing on the go, like composing a quick email. \u003C\u002Fp\u003E\u003Cp\u003EI studied journalism in college and now write multiple stories daily for work. As a result, I'm fairly confident in my ability to avoid most grammatical errors and write quality content. However, sometimes, when writing a quick email or message, I miss little details -- that's where Grammarly can polish my work. \u003C\u002Fp\u003E\u003Cp\u003EIn addition to basic grammar assistance, the tool can offer other more advanced help, thanks to its integration of generative AI features that provide shortcuts to regular tasks. \u003C\u002Fp\u003E\u003Cp\u003EFor example, you can use Grammarly to create or rewrite text, provide ideas, identify gaps in your writing, change the tone of your text, generate quick replies, make outlines, and more. You can even select a voice, which includes options for formality and tone, to help compose messages for different platforms, such as LinkedIn or email. \u003C\u002Fp\u003E\u003Cp\u003EAlthough I don't use the write or rewrite features in my own workflow, I can see the value of implementing it into other people's everyday writing processes. \u003C\u002Fp\u003E\u003Ch2\u003E2. ChatGPT\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"8896a022-f678-4627-a8d9-d36c691b7b05\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT homepage\" data-image-filename=\"img-4055.jpg\" data-image-date-created=\"2024\u002F05\u002F31\" data-image-width=\"2231\" data-image-height=\"1255\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI've tested \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\" target=\"_blank\"\u003Emost AI chatbots on the market\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-the-new-bing-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E recently became my favorite and a must-have in my workflow. Here's why. \u003C\u002Fp\u003E\u003Cp\u003EAlthough ChatGPT was undeniably impressive when it first launched, it had some major drawbacks, including a knowledge limit and an older GPT model. However, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-ways-openai-just-supercharged-chatgpt-for-free-users\u002F#link={\" target=\"_blank\"\u003EOpenAI upgraded\u003C\u002Fa\u003E its chatbot in May to address those issues, adding features typically limited to ChatGPT Plus users, including \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-just-gave-free-chatgpt-users-browsing-vision-and-more\u002F\" target=\"_blank\"\u003EBrowse, Vision, data analysis, file uploads, and GPTs\u003C\u002Fa\u003E. This upgrade makes free ChatGPT an all-encompassing AI tool for work that you should take advantage of.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F\"\u003EHow ChatGPT can help you write an essay\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThen in November, OpenAI officially added a search feature to the chatbot which allows users to search the web directly within ChatGPT for timely, up-to-date information, complete with citations linked to sources.\u003C\u002Fp\u003E\u003Cp\u003EI primarily use the tool as a more conversational search engine. If I have a question about anything, I turn to ChatGPT rather than Google because instead of filtering through hundreds of results as I would following a Google query, I get one simple, conversational answer that addresses my question directly. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-has-officially-replaced-google-search-for-me-heres-why\u002F\"\u003EChatGPT has officially replaced Google Search for me - here's why\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe biggest benefit for me is the time saved from not having to enter a structured sentence with keywords into Google. Rather you can enter a rambling sentence into ChatGPT Search and still get great results.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EChatGPT can help proofread grammar, rewrite text with imperfect wording, and write messages, proposals, or other content from scratch. Although I don't use these features in my work or articles, I find them incredibly helpful when writing personal correspondence.\u003C\u002Fp\u003E\u003Cp\u003EPerhaps one of the most valuable new features allows users to upload screenshots, photos, and documents. PDFs often contain lots of information that can be difficult to digest; now, you can upload them to ChatGPT and have it answer your questions about the document, generate summaries, or even create content based on it. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-analyze-pdfs-for-free\u002F\"\u003EHow to use ChatGPT to analyze PDFs for free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs a reporter covering the rapidly evolving world of AI, I often have to read new research, including many academic journal articles. After I've read the entirety of a study, I'll use ChatGPT's summary to confirm my findings and inquire further on points I was still unclear on. \u003C\u002Fp\u003E\u003Cp\u003EAnother valuable perk of ChatGPT is its ability to assist with \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\" target=\"_blank\"\u003Ewriting code\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fhow-to-use-chatgpt-to-write-excel-formulas\u002F\" target=\"_blank\"\u003Egenerating Excel formulas\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-make-charts-and-tables\u002F\" target=\"_blank\"\u003Ecreating charts and tables\u003C\u002Fa\u003E, and more. While I don't need to use these features at work and haven't tested them, I know several working professionals who use them regularly. \u003C\u002Fp\u003E\u003Ch2\u003E3. Canva Pro \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d2d71128-79c0-4852-bb34-8f8fc683ac3d\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Create a design in Canva screenshot\" data-image-filename=\"screenshot-2023-04-21-at-3-44-12-pm.png\" data-image-date-created=\"2023\u002F04\u002F21\" data-image-width=\"1877\" data-image-height=\"921\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"dc184698-06c4-41f5-b1f5-5bc583a9cd8b\" data-raw-url=\"https:\u002F\u002Fwww.canva.com\u002F\" data-link-shortcode-text=\"Canva\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E has nearly every AI tool you can imagine for graphic design, including its own AI image generator. However, if you create visual content daily like me, you likely won't need to generate images that frequently. Instead, you need tools that make it easier and faster to create social media posts, invitations, flyers, and presentations -- and that's where Canva Pro shines. \u003C\u002Fp\u003E\u003Cp\u003ECanva Pro has an impressive array of graphic design tools, including Magic Edit, Magic Design, Magic Eraser, Background Remover, and more. These features complete a robust range of tasks, automating nearly all your visual design needs.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\"\u003EThe best AI image generators: Tested and reviewed\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EMy favorite tool, which I reach for constantly, is Canva's AI Background Remover. Does it sound basic? Sure, but if you've ever had to isolate an item in a photo, you know how tedious the process can be using Photoshop or how badly some automated tools can botch this task.\u003C\u002Fp\u003E\u003Cp\u003EWith Canva, all it takes is the touch of a button to isolate an image, and the AI produces accurate results every time. The best part is that I don't have to open a new photo or video editor to then make a graphic with the PNG, saving me time. I use this feature regularly to create images \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fmeet-the-team\u002Fsabrina-ortiz\u002F\" target=\"_blank\"\u003Efor my articles\u003C\u002Fa\u003E, product images for \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fbest-products\u002F\" target=\"_blank\"\u003EZDNET best lists\u003C\u002Fa\u003E, and even \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002Fzdnet_official\u002F\" target=\"_blank\"\u003EInstagram posts\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EA \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"91f2627c-f5da-44c3-acfa-75c2782bed2e\" data-raw-url=\"https:\u002F\u002Fwww.canva.com\u002Fpro\u002F\" data-link-shortcode-text=\"Canva Pro individual account\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E costs $120 per year after the 30-day free trial expires. \u003C\u002Fp\u003E\u003Ch2\u003E4. Otter.ai\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"e932655c-b2dd-476c-b5aa-6ee12c840ae0\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Otter.ai\" data-image-filename=\"screenshot-2023-05-26-at-3-30-31-pm.png\" data-image-date-created=\"2023\u002F05\u002F26\" data-image-width=\"3456\" data-image-height=\"1758\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIf you've ever transcribed a conversation by hand, you'll know it's a time-consuming and tedious task. \u003C\u002Fp\u003E\u003Cp\u003EAI is here to help. Whether you're a student who records your lectures, a professional who needs to create meeting notes and highlights, or someone who conducts interviews regularly, \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"ab93b937-f70b-487b-b06c-71eb3aebcb34\" data-raw-url=\"https:\u002F\u002Fotter.ai\u002Fsignin?r=%2Fhome%3Ff%3Dhome\" data-link-shortcode-text=\"Otter.ai\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E is a serious time-saver. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-migrate-from-x-to-bluesky-without-losing-your-followers\u002F\"\u003EHow to migrate from X to Bluesky without losing your followers\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWith Otter.ai, you can import a voice recording and have it transcribe the conversation in minutes. The AI assistant includes speaker designations, time stamps, and a reasonably accurate transcription. Otter can also record and transcribe conversations in real time. \u003C\u002Fp\u003E\u003Cp\u003EAs a reporter, I conduct many interviews as part of my daily workflow. It can be extremely time-consuming to review the audio recordings of these interviews -- which can be as short as 15 minutes or as long as an hour and a half -- and then either write down the conversations word for word or jot down time stamps of sections that stood out to me. With Otter.ai, I can simply upload the audio file and generate the transcription in seconds. \u003C\u002Fp\u003E\u003Cp\u003EIt is also useful for live events, such as meetings, lectures, and briefings, where you would rather be present in the moment than speed-take notes. I have used other transcription services, but Otter.ai excels in accuracy and efficiency. If a transcription section looks off, you can listen to the audio and edit the text with a single click. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-changed-5-chatgpt-settings-and-instantly-became-more-productive-heres-how\u002F\"\u003EI changed 5 ChatGPT settings and instantly became more productive - here's how\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAnother useful perk is the chatbot that accompanies each transcription. You can chat with \"Otter\" and ask questions about the transcription, which is useful for those moments when you remember the gist of what someone said but not the exact words. \u003C\u002Fp\u003E\u003Cp\u003EOtter.ai offers a free plan, but you're limited to 300 monthly transcription minutes at 30 minutes per conversation for all conversations recorded on the platform itself, and you only get three lifetime imports with a free account. Therefore, if you record the conversations that need transcribing elsewhere, the free plan might not be for you. \u003C\u002Fp\u003E\u003Cp\u003EIf you are like me and need unlimited imports and advanced search, Otter.ai offers a subscription cost of \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"9d6751dd-38b3-4abd-9a2d-d13bde4b2712\" data-raw-url=\"https:\u002F\u002Fotter.ai\u002Fpricing\" data-link-shortcode-text=\"$8.33 per month\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E when billed annually. Since time is money, considering all the time that Otter.ai saves me, it's a worthwhile investment. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-14 14:27:00",timezone:"UTC",updated:c,published:c},description:"My top picks are easy to use, boost my productivity at work - and most are free.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"75264735-4cc8-4c36-9e32-372d3df2e333",image:{id:"be6bf95a-6da8-4df2-a534-c25d550a96b2",filename:"gettyimages-1424890764.jpg",dateCreated:{created:c,date:"2024-11-14 14:26:06",timezone:"UTC",updated:c,published:c},alt:"productive",credits:"akinbostanci\u002FGetty images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F14\u002Fbe6bf95a-6da8-4df2-a534-c25d550a96b2\u002Fgettyimages-1424890764.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"ive-tested-a-lot-of-ai-tools-for-work-these-4-actually-help-me-get-more-done-every-day",startYear:c,summary:b,title:"I've tested a lot of AI tools for work. These 4 actually help me get more done every day",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"2c87ef21-10d6-11e4-9732-00505685119a",username:"jperlow",profileUrl:c,email:c,firstName:"Jason",lastName:"Perlow",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"8ee616a1-94ee-439e-9574-58f014ae5ef0",filename:"jason-perlow.jpg",dateCreated:{created:c,date:"2022-08-05 15:08:37",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002F8ee616a1-94ee-439e-9574-58f014ae5ef0\u002Fjason-perlow.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Jason Perlow is a technologist with over two decades of experience integrating large heterogeneous multi-vendor computing environments in Fortune 500 companies.",profile:c,title:"Senior Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"11553a12-ce17-4e85-bc83-f7f0a85e0a26\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Jackie Niam\u002FGetty Images\" data-image-alt-text=\"ai concept\" data-image-filename=\"gettyimages-2180270757.jpg\" data-image-date-created=\"2024\u002F11\u002F05\" data-image-width=\"2190\" data-image-height=\"1369\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EGenerative AI (Gen AI) has advanced significantly since its \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Epublic launch two years ago\u003C\u002Fa\u003E. The technology has led to transformative applications that can create text, images, and other media with impressive accuracy and creativity.  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwe-have-an-official-open-source-ai-definition-now-but-the-fight-is-far-from-over\u002F\" target=\"_blank\"\u003EWe have an official open-source AI definition now\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EOpen-source generative models are valuable for developers, researchers, and organizations wanting to leverage \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fai-engineering-is-the-next-frontier-for-technological-advances-what-you-need-to-know\u002F\" target=\"_blank\"\u003Ecutting-edge AI technology\u003C\u002Fa\u003E without incurring high licensing fees or restrictive commercial policies. Let's find out more. \u003C\u002Fp\u003E\u003Ch2\u003E Open-source vs. proprietary models \u003C\u002Fh2\u003E\u003Cp\u003EOpen-source AI models offer several advantages, including customization, transparency, and community-driven innovation. These models allow users to tailor them to specific needs and benefit from ongoing enhancements. Additionally, they typically come with licenses that permit both commercial and non-commercial use, which enhances their accessibility and adaptability across various applications. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-best-free-ai-courses\u002F\"\u003EThe best free AI courses in 2024\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EHowever, open-source solutions are not always the best choice. In industries that demand strict regulatory compliance, data privacy, and specialized support, proprietary models often perform better. They provide stronger legal frameworks, dedicated customer support, and optimizations tailored to industry requirements. Closed-source solutions may also excel in highly specialized tasks, thanks to exclusive features designed for high performance and reliability. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWhen organizations require real-time updates, advanced security, or specialized functionalities, proprietary models can offer a more robust and secure solution, effectively balancing openness with the rigorous demands for quality and accountability. \u003C\u002Fp\u003E\u003Ch2\u003E The Open Source AI Definition \u003C\u002Fh2\u003E\u003Cp\u003EThe Open Source Initiative (OSI) recently introduced the \u003Ca href=\"https:\u002F\u002Fopensource.org\u002Fai\"\u003EOpen Source AI Definition (OSAID)\u003C\u002Fa\u003E to clarify what qualifies as genuinely open-source AI. To meet OSAID standards, a model must be fully transparent in its design and training data, enabling users to recreate, adapt, and use it freely.  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-ai-even-be-open-source-its-complicated\u002F\" target=\"_blank\"\u003ECan AI even be open source? It's complicated\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EHowever, some popular models, including \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-inches-toward-open-source-ai-with-new-llama-3-1\u002F\" target=\"_blank\"\u003EMeta's LLaMA\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fstability-ai-launches-its-most-advanced-text-to-image-generators-yet\u002F\" target=\"_blank\"\u003EStability AI's Stable Diffusion\u003C\u002Fa\u003E, have licensing restrictions or lack transparency around training data, preventing full compliance with OSAID. \u003C\u002Fp\u003E\u003Cp\u003EAs part of the OSAID validation process, OSI assessed the following: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECompliant models:\u003C\u002Fstrong\u003E Pythia (Eleuther AI), OLMo (AI2), Amber and CrystalCoder (LLM360), and T5 (Google). \t\t \t\t\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EPotentially compliant models:\u003C\u002Fstrong\u003E Bloom (BigScience), Starcoder2 (BigCode), and Falcon (TII) could meet OSAID standards with minor adjustments to licensing terms or transparency.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003ENon-compliant models: \u003C\u002Fstrong\u003ELLaMA (Meta), \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgrok-gets-an-impressive-upgrade-and-unchecked-ai-image-generation-apparently\u002F\" target=\"_blank\"\u003EGrok\u003C\u002Fa\u003E (X\u002FTwitter), Phi (Microsoft), and Mixtral (Mistral) lack the necessary transparency or impose restrictive licensing terms.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fopensource.org\u002Fai\u002Fopen-source-ai-definition\" target=\"_blank\"\u003EThe OSAID\u003C\u002Fa\u003E has sparked \u003Ca href=\"https:\u002F\u002Fsamjohnston.org\u002F2024\u002F09\u002F28\u002Fthe-missing-third-leg-training-data-excluded-from-open-source-ai-definition-by-co-design\u002F\" target=\"_blank\"\u003Enotable dissent among prominent open-source community members\u003C\u002Fa\u003E. Because it diverges from the \u003Ca href=\"https:\u002F\u002Fopensource.org\u002Fosd\" target=\"_blank\"\u003Etraditional open-source definition used for software\u003C\u002Fa\u003E, its relevance and impact on open-source generative AI models have stirred intense debate across community forums, including the \u003Ca href=\"https:\u002F\u002Fdiscuss.opensourcedefinition.org\u002F\" target=\"_blank\"\u003EOpen Source Definition's bulletin boards\u003C\u002Fa\u003E (an alternative organization to the OSI), \u003Ca href=\"https:\u002F\u002Flists.debian.org\u002Fdebian-project\u002F2024\u002F10\u002Fmsg00005.html\" target=\"_blank\"\u003Edeveloper mailing lists\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fsearch\u002Fresults\u002Fall\u002F?keywords=OSAID&origin=GLOBAL_SEARCH_HEADER&sid=).H\" target=\"_blank\"\u003Epublic platforms like LinkedIn.\u003C\u002Fa\u003E \u003C\u002Fp\u003E\u003Ch2\u003E LLaMA and other non-compliant architectures \u003C\u002Fh2\u003E\u003Cp\u003EThe Meta LLaMA architecture exemplifies noncompliance with OSAID due to its restrictive research-only license and lack of full transparency about training data, limiting commercial use and reproducibility. Derived models, like Mistral's Mixtral and the Vicuna Team's MiniGPT-4, inherit these restrictions, propagating LLaMA's noncompliance across additional projects. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwant-to-work-in-ai-how-to-pivot-your-career-in-5-steps\u002F\"\u003EWant to work in AI? How to pivot your career in 5 steps\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EBeyond LLaMA-based models, other widely used architectures face similar issues. For example, Stability Diffusion by Stability AI employs the Creative ML OpenRAIL-M license, which includes ethical restrictions that deviate from OSAID's requirements for unrestricted use. Similarly, Grok by xAI combines proprietary elements with usage limitations, challenging its alignment with open-source ideals. \u003C\u002Fp\u003E\u003Cp\u003EThese examples underscore the difficulty of meeting OSAID's standards, as many AI developers balance open access with commercial and ethical considerations. \u003C\u002Fp\u003E\u003Ch2\u003E Implications for organizations: OSAID compliance vs. non-compliance \u003C\u002Fh2\u003E\u003Cp\u003EChoosing OSAID-compliant models gives organizations transparency, legal security, and full customizability features essential for responsible and flexible AI use. These compliant models adhere to ethical practices and benefit from strong community support, promoting collaborative development.  \u003C\u002Fp\u003E\u003Cp\u003EIn contrast, non-compliant models may limit adaptability and rely more heavily on proprietary resources. For organizations that prioritize flexibility and alignment with open-source values, OSAID-compliant models are advantageous. However, non-compliant models can still be valuable when proprietary features are required. \u003C\u002Fp\u003E\u003Ch2\u003E Understanding licensing in open-source AI models \u003C\u002Fh2\u003E\u003Cp\u003EOpen-source AI models are released under licenses that define usage, modification, and sharing conditions. While some licenses align with traditional open-source standards, others incorporate restrictions or ethical guidelines that prevent full OSAID compliance. Key licenses include: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.apache.org\u002Flicenses\u002FLICENSE-2.0\"\u003E\u003Cstrong\u003EApache 2.0\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E:\u003C\u002Fstrong\u003E A permissive license that allows free use, modification, and distribution, along with a patent grant. Apache 2.0 is OSI-approved and popular for open-source projects, providing flexibility and legal protection. \t\t \t\t\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fopensource.org\u002Flicense\u002Fmit\"\u003E\u003Cstrong\u003EMIT\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E: \u003C\u002Fstrong\u003EAnother permissive license that only requires attribution for reuse. Like Apache 2.0, MIT is OSI-approved, widely adopted, and offers simplicity and minimal restrictions.\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fbigscience.huggingface.co\u002Fblog\u002Fbigscience-openrail-m\"\u003E\u003Cstrong\u003ECreative ML OpenRAIL-M\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E:\u003C\u002Fstrong\u003E A license designed for AI applications, allowing broad use but imposing ethical guidelines to prevent harmful use. OpenRAIL-M is not OSI-approved because it includes usage restrictions that conflict with the OSI's principles of unrestricted freedom. However, it is valued by developers aiming to prioritize ethical use in AI.\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fcreativecommons.org\u002Flicenses\u002Fby-sa\u002F4.0\u002Fdeed.en\"\u003E\u003Cstrong\u003ECC BY-SA\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E:\u003C\u002Fstrong\u003E The Creative Commons Share-Alike license permits free use and requires derivative works to remain open source. While it encourages open collaboration, it's not OSI-approved and is more commonly used for content rather than code, as it lacks some flexibility for software applications.\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fcreativecommons.org\u002Flicenses\u002Fby-nc\u002F4.0\u002Fdeed.en\"\u003E\u003Cstrong\u003ECC BY-NC 4.0\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E:\u003C\u002Fstrong\u003E A Creative Commons license that permits free use with attribution but restricts commercial applications. This license, used for certain model weights (like Meta's MusicGen and AudioGen), limits the models' usability in commercial environments and does not align with OSI's open-source standards.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003ECustom licenses:\u003C\u002Fstrong\u003E Many models on our list, such as IBM's Granite and Nvidia's NeMo, operate under proprietary or custom licenses. These models often impose specific conditions for use or modify traditional open-source terms to align with commercial goals, making them non-compliant with open-source principles.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EResearch-only licenses: \u003C\u002Fstrong\u003ECertain models, such as Meta's LLaMA and Codellama series, are available only under research-use terms. These licenses restrict use to academic or non-commercial purposes and prevent broad community-driven projects, as they do not meet OSI's open-source criteria.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003E Requirements for running open-source AI models \u003C\u002Fh2\u003E\u003Cp\u003ERunning open-source Gen AI models requires specific hardware, software environments, and toolsets for model training, fine-tuning, and deployment tasks. High-performance models with billions of parameters benefit from powerful GPU setups like Nvidia's A100 or H100.  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-open-source-attracts-some-of-the-worlds-top-innovators\u002F\"\u003EHow open source attracts some of the world's top innovators\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EEssential environments typically include Python and machine learning libraries like PyTorch or \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-ai-even-be-open-source-its-complicated\u002F\" target=\"_blank\"\u003ETensorFlow\u003C\u002Fa\u003E. Specialized toolsets, including Hugging Face's Transformers library and Nvidia's NeMo, simplify the processes of fine-tuning and deployment. Docker helps maintain consistent environments across different systems, while \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-run-dozens-of-ai-models-on-your-mac-or-pc-no-third-party-cloud-needed\u002F\" target=\"_blank\"\u003EOllama allows for the local execution of large language models\u003C\u002Fa\u003E on compatible systems.  \u003C\u002Fp\u003E\u003Cp\u003EThe following chart highlights essential toolsets, recommended hardware, and their specific functions for managing open-source AI models: \u003C\u002Fp\u003E\u003Ctable class=\"NOTSELECTED\" data-float=\"right\"\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EToolset\u003C\u002Fstrong\u003E \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EPurpose\u003C\u002Fstrong\u003E \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003ERequirements\u003C\u002Fstrong\u003E \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EUse\u003C\u002Fstrong\u003E \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EPython \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EPrimary programming environment \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EN\u002FA \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EEssential for scripting and configuring models \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EPyTorch \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EModel training and inference \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EGPU (e.g., Nvidia A100, H100) \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EWidely used library for deep learning models \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003ETensorFlow \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EModel training and inference \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EGPU (e.g., Nvidia A100, H100) \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EAlternative deep learning library \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EHugging Face Transformers \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EModel deployment and fine-tuning \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EGPU (preferred) \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003ELibrary for accessing, fine-tuning, and deploying models \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003ENvidia NeMo \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EMultimodal model support and deployment \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003ENvidia GPUs \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EOptimized for Nvidia hardware and multimodal tasks \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EDocker \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EEnvironment consistency and deployment \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003ESupports GPUs \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EContainerizes models for easy deployment \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EOllama \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003ERunning large language models locally \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EmacOS, Linux, Windows, supports GPUs \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EPlatform to run LLMs locally on compatible systems \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003ELangChain \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EBuilding applications with LLMs \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EPython 3.7+ \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EFramework for composing and deploying LLM-powered applications \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003ELlamaIndex \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EConnecting LLMs with external data sources \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EPython 3.7+ \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EFramework for integrating LLMs with data sources \t\t\t\t \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Chr\u003E\u003Cp\u003EThis setup establishes a robust framework for efficiently managing Gen AI models, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthere-are-many-reasons-why-companies-struggle-to-exploit-gen-ai-says-deloitte-survey\u002F\" target=\"_blank\"\u003Efrom experimentation to production-ready deployment\u003C\u002Fa\u003E. Each tool set possesses unique strengths, enabling developers to tailor their environments for specific project needs. \u003C\u002Fp\u003E\u003Ch2\u003E Choosing the right model \u003C\u002Fh2\u003E\u003Cp\u003ESelecting the right gen AI model depends on several factors, including licensing requirements, desired performance, and specific functionality. While larger models tend to deliver higher accuracy and flexibility, they require substantial computational resources. Smaller models, on the other hand, are more suitable for resource-constrained applications and devices. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fibm-will-train-you-in-ai-fundamentals-for-free-and-give-you-a-skill-credential-in-10-hours\u002F\"\u003E\u003Cstrong\u003EIBM will train you in AI fundamentals for free, and give you a skill credential - in 10 hours\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E \u003C\u002Fp\u003E\u003Cp\u003EIt's important to note that most models listed here, even those with traditionally open-source licenses like Apache 2.0 or MIT, do not meet the \u003Ca href=\"https:\u002F\u002Fopensource.org\u002Fai\u002Fopen-source-ai-definition\" target=\"_blank\"\u003EOpen Source AI Definition (OSAID).\u003C\u002Fa\u003E This gap is primarily due to restrictions around training data transparency and usage limitations, which OSAID emphasizes as essential for true open-source AI. However, certain models, such as Bloom and Falcon, show potential for compliance with minor adjustments to their licenses or transparency protocols and may achieve full compliance over time. \u003C\u002Fp\u003E\u003Cp\u003EThe tables below provide an organized overview of the leading open-source generative AI models, categorized by type, issuer, and functionality, to help you choose the best option for your needs, whether a fully transparent, community-driven model or a high-performance tool with specific features and licensing requirements. \u003C\u002Fp\u003E\u003Ch3\u003E Language models \u003C\u002Fh3\u003E\u003Cp\u003ELanguage models are crucial in text-based applications such as chatbots, content creation, translation, and summarization. They are fundamental to natural language processing (NLP) and continually improve their understanding of language structure and context.  \u003C\u002Fp\u003E\u003Cp\u003ENotable models include Meta's LLaMA, EleutherAI's GPT-NeoX, and Nvidia's NVLM 1.0 family, each known for their unique strengths in multilingual, large-scale, and multimodal tasks. \u003C\u002Fp\u003E\u003Ctable\u003E \t\u003Cthead\u003E\u003Ctr\u003E\u003Cth\u003EIssuer & Model\u003C\u002Fth\u003E\u003Cth\u003EParameter Sizes\u003C\u002Fth\u003E\u003Cth\u003ELicense\u003C\u002Fth\u003E\u003Cth\u003EHighlights\u003C\u002Fth\u003E\u003C\u002Ftr\u003E\u003C\u002Fthead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EGoogle T5\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003ESmall to XXL\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EHigh-performance language model, OSAID Compliant\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EEleutherAI Pythia\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EVarious\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EInterpretability-focused, OSAID Compliant\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EAllen Institute for AI (AI2) OLMo\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EVarious\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EOpen language research model, OSAID Compliant\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EBigScience BLOOM\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E176B\u003C\u002Ftd\u003E\u003Ctd\u003EOpenRAIL-M\u003C\u002Ftd\u003E\u003Ctd\u003EMultilingual, responsible AI, OSAID Potential\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EBigCode Starcoder2\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EVarious\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ECode generation, OSAID Potential\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ETII Falcon\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E7B, 40B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EEfficient and high-performance, OSAID Potential\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EAI21 Labs Jamba Series\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EMini to Large\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003ELanguage and chat generation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EAI Singapore Sea-Lion\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E7B\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003ELanguage and cultural representation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EAlibaba Qwen Series\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E7B\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EBilingual model (Chinese, English)\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EDatabricks Dolly 2.0\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E12B\u003C\u002Ftd\u003E\u003Ctd\u003ECC BY-SA 3.0\u003C\u002Ftd\u003E\u003Ctd\u003EOpen dataset, commercial use\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EEleutherAI GPT-J\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E6B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EGeneral-purpose language model\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EEleutherAI GPT-NeoX\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E20B\u003C\u002Ftd\u003E\u003Ctd\u003EMIT\u003C\u002Ftd\u003E\u003Ctd\u003ELarge-scale text generation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EGoogle Gemma 2\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E2B, 9B, 27B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ELanguage and code generation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EIBM Granite Series\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E3B, 8B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ESummarization, classification, RAG\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMeta LLaMA 3.2\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E1B to 405B\u003C\u002Ftd\u003E\u003Ctd\u003EResearch-only\u003C\u002Ftd\u003E\u003Ctd\u003EAdvanced NLP, multilingual\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMicrosoft Phi-3 Series\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EMini to Medium\u003C\u002Ftd\u003E\u003Ctd\u003EMIT\u003C\u002Ftd\u003E\u003Ctd\u003EReasoning, cost-effective\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMistral AI Mixtral 8x22B\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E8x22B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ESparse model, efficient reasoning\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMistral AI Mistral 7B\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E7B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EDense, multilingual text generation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ENvidia NVLM 1.0 Family\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E72B\u003C\u002Ftd\u003E\u003Ctd\u003ECC by SA 3.0\u003C\u002Ftd\u003E\u003Ctd\u003EHigh-performance multimodal LLM\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ERakuten RakutenAI Series\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E7B\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EMultilingual chat, NLP\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ExAI Grok-1\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E314B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ELarge-scale language model\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Ch3\u003E \t\u003Chr\u003E \u003C\u002Fh3\u003E\u003Ch3\u003E Image generation models \u003C\u002Fh3\u003E\u003Cp\u003EImage generation models create high-quality visuals or artwork from text prompts, which makes them invaluable for content creators, designers, and marketers.  \u003C\u002Fp\u003E\u003Cp\u003EStability AI's Stable Diffusion is widely adopted due to its flexibility and output quality, while DeepFloyd's IF emphasizes generating realistic visuals with an understanding of language. \u003C\u002Fp\u003E\u003Ctable\u003E \t\u003Cthead\u003E\u003Ctr\u003E\u003Cth\u003EIssuer & Model\u003C\u002Fth\u003E\u003Cth\u003EParameter Sizes\u003C\u002Fth\u003E\u003Cth\u003ELicense\u003C\u002Fth\u003E\u003Cth\u003EHighlights\u003C\u002Fth\u003E\u003C\u002Ftr\u003E\u003C\u002Fthead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EStability AI Stable Diffusion 3.5\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E2.5B to 8B\u003C\u002Ftd\u003E\u003Ctd\u003EOpenRAIL-M\u003C\u002Ftd\u003E\u003Ctd\u003EHigh-quality image synthesis\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EDeepFloyd IF\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E400M to 4.3B\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003ERealistic visuals with language comprehension\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EOpenAI DALL-E 3\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003ENot disclosed\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EState-of-the-art text-to-image synthesis\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EGoogle Imagen\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003ENot disclosed\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EHigh-fidelity image generation from text\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMidjourney\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003ENot disclosed\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EArtistic and stylized image generation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EAdobe Firefly\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003ENot disclosed\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EIntegrated AI image generation within Adobe products\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Ch3\u003E \t\u003Chr\u003E \u003C\u002Fh3\u003E\u003Ch3\u003E Vision models \u003C\u002Fh3\u003E\u003Cp\u003EVision models analyze images and videos, supporting object detection, segmentation, and visual generation from text prompts.  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-claudes-new-ai-data-analysis-tool-compares-to-chatgpts-version-hint-it-doesnt\u002F\"\u003EHow Claude's new AI data analysis tool compares to ChatGPT's version (hint: it doesn't)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EThese technologies benefit several industries, including healthcare, autonomous vehicles, and media. \u003C\u002Fp\u003E\u003Ctable\u003E \t\u003Cthead\u003E\u003Ctr\u003E\u003Cth\u003EIssuer & Model\u003C\u002Fth\u003E\u003Cth\u003EParameter Sizes\u003C\u002Fth\u003E\u003Cth\u003ELicense\u003C\u002Fth\u003E\u003Cth\u003EHighlights\u003C\u002Fth\u003E\u003C\u002Ftr\u003E\u003C\u002Fthead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMeta SAM 2.1\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E38.9M to 224.4M\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EVideo editing, segmentation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ENVIDIA Consistency\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003ENot disclosed\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003ECharacter consistency across video frames\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ENVIDIA VISTA-3D\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003ENot disclosed\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EMedical imaging, anatomical segmentation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ENVIDIA NV-DINOv2\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003ENot disclosed\u003C\u002Ftd\u003E\u003Ctd\u003ENon-commercial\u003C\u002Ftd\u003E\u003Ctd\u003EImage embedding generation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EGoogle DeepLab\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003ENot disclosed\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EHigh-quality semantic image segmentation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMicrosoft Florence\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E0.23B, 0.77B\u003C\u002Ftd\u003E\u003Ctd\u003EMIT\u003C\u002Ftd\u003E\u003Ctd\u003EGeneral-purpose visual model for computer vision\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EOpenAI CLIP\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E400M\u003C\u002Ftd\u003E\u003Ctd\u003EMIT\u003C\u002Ftd\u003E\u003Ctd\u003EText and image comprehension\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Ch3\u003E \t\u003Chr\u003E \u003C\u002Fh3\u003E\u003Ch3\u003E Audio models \u003C\u002Fh3\u003E\u003Cp\u003EAudio models process and generate audio data, enabling speech recognition, text-to-speech synthesis, music composition, and audio enhancement. \u003C\u002Fp\u003E\u003Ctable\u003E \t\u003Cthead\u003E\u003Ctr\u003E\u003Cth\u003EIssuer & Model\u003C\u002Fth\u003E\u003Cth\u003ESizes\u003C\u002Fth\u003E\u003Cth\u003ELicense\u003C\u002Fth\u003E\u003Cth\u003EHighlights\u003C\u002Fth\u003E\u003C\u002Ftr\u003E\u003C\u002Fthead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ECoqui.ai TTS\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EMPL 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EText-to-speech synthesis, multi-language support\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EESPnet ESPnet\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EEnd-to-end speech processing toolkit\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EFacebook AI wav2vec 2.0\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EBase (95M), Large (317M)\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ESelf-supervised speech recognition\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EHugging Face Transformers (Speech Models)\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EVarious\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ECollection of ASR and TTS models\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMagenta MusicVAE\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EMusic generation and interpolation\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMeta MusicGen\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EMIT \u002F CC BY-NC 4.0\u003C\u002Ftd\u003E\u003Ctd\u003EMusic generation from text prompts\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMeta AudioGen\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EMIT \u002F CC BY-NC 4.0\u003C\u002Ftd\u003E\u003Ctd\u003ESound effect generation from text prompts\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMeta EnCodec\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EMIT \u002F CC BY-NC 4.0\u003C\u002Ftd\u003E\u003Ctd\u003EHigh-quality audio compression\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMozilla DeepSpeech\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EMPL 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EEnd-to-end speech-to-text engine\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ENVIDIA NeMo (Speech Models)\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EVarious\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EASR and TTS models optimized for Nvidia GPUs\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EOpenAI Jukebox\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EMIT\u003C\u002Ftd\u003E\u003Ctd\u003ENeural music generation with genre\u002Fartist conditioning\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EOpenAI Whisper\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E39M to 1.6B\u003C\u002Ftd\u003E\u003Ctd\u003EMIT\u003C\u002Ftd\u003E\u003Ctd\u003EMultilingual speech recognition and transcription\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ETensorFlow TFLite Speech Models\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ESpeech recognition models optimized for mobile devices\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Ch3\u003E \t\u003Chr\u003E \u003C\u002Fh3\u003E\u003Ch3\u003E Multimodal models \u003C\u002Fh3\u003E\u003Cp\u003EMultimodal models combine text, images, audio, and other data types to create content from various inputs.  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-ai-hallucinations-could-help-create-life-saving-antibiotics\u002F\"\u003EHow AI hallucinations could help create life-saving antibiotics\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EThese models are effective in applications requiring language, visual, and sensory understanding. \u003C\u002Fp\u003E\u003Ctable\u003E \t\u003Cthead\u003E\u003Ctr\u003E\u003Cth\u003EModel Name\u003C\u002Fth\u003E\u003Cth\u003EParameter Sizes\u003C\u002Fth\u003E\u003Cth\u003ELicense\u003C\u002Fth\u003E\u003Cth\u003EHighlights\u003C\u002Fth\u003E\u003C\u002Ftr\u003E\u003C\u002Fthead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EAllen Institute for AI (AI2) Molmo\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E1B, 70B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EA multimodal AI model that processes text and visual inputs, OSAID-compliant\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMeta ImageBind\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EIntegrates six data types: text, images, audio, depth, thermal, and IMU.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMeta SeamlessM4T\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EProvides multilingual translation and transcription services.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMeta Spirit LM\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003ECombines text and speech to produce natural-sounding outputs.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMicrosoft Florence-2\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E0.23B, 0.77B\u003C\u002Ftd\u003E\u003Ctd\u003EMIT\u003C\u002Ftd\u003E\u003Ctd\u003EHandles computer vision and language tasks proficiently.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ENVIDIA VILA\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EProcesses vision-language tasks effectively.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EOpenAI CLIP\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E400M\u003C\u002Ftd\u003E\u003Ctd\u003EMIT\u003C\u002Ftd\u003E\u003Ctd\u003EExcels in text and image comprehension.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EVicuna Team MiniGPT-4\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E13B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ECapable of understanding both text and images.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Ch3\u003E \t\u003Chr\u003E \u003C\u002Fh3\u003E\u003Ch3\u003E Retrieval-augmented generation (RAG) \u003C\u002Fh3\u003E\u003Cp\u003ERAG models \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Funderstanding-rag-how-to-integrate-generative-ai-llms-with-your-business-knowledge\u002F\" target=\"_blank\"\u003Emerge generative AI with information retrieval\u003C\u002Fa\u003E, allowing them to incorporate relevant data from extensive datasets into their responses. \u003C\u002Fp\u003E\u003Ctable\u003E \t\u003Cthead\u003E\u003Ctr\u003E\u003Cth\u003EIssuer & Model\u003C\u002Fth\u003E\u003Cth\u003EParameter Sizes\u003C\u002Fth\u003E\u003Cth\u003ELicense\u003C\u002Fth\u003E\u003Cth\u003EHighlights\u003C\u002Fth\u003E\u003C\u002Ftr\u003E\u003C\u002Fthead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EBAAI BGE-M3\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EDense and sparse retrieval optimization\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EIBM Granite 3.0 Series\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E3B, 8B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EAdvanced retrieval, summarization, RAG\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ENvidia EmbedQA & ReRankQA\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E1B\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003EMultilingual QA, GPU-accelerated retrieval\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Ch3\u003E \t\u003Chr\u003E \u003C\u002Fh3\u003E\u003Ch3\u003E Specialized models \u003C\u002Fh3\u003E\u003Cp\u003ESpecialized models are optimized for specific fields, such as programming, scientific research, and healthcare, offering enhanced functionality tailored to their domains. \u003C\u002Fp\u003E\u003Ctable\u003E \t\u003Cthead\u003E\u003Ctr\u003E\u003Cth\u003EIssuer & Model\u003C\u002Fth\u003E\u003Cth\u003EParameter Sizes\u003C\u002Fth\u003E\u003Cth\u003ELicense\u003C\u002Fth\u003E\u003Cth\u003EHighlights\u003C\u002Fth\u003E\u003C\u002Ftr\u003E\u003C\u002Fthead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMeta Codellama Series\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E7B, 13B, 34B\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003ECode generation, multilingual programming\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EIBM Granite (Specialized Models)\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E3B, 8B, 20B, 34B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ECode generation, time series, geospatial\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMistral AI Mamba-Codestral\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E7B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EFocused on coding and multilingual capabilities\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EMistral AI Mathstral\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E7B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003ESpecialized in mathematical reasoning\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Ch3\u003E \t\u003Chr\u003E \u003C\u002Fh3\u003E\u003Ch3\u003E Guardrail models \u003C\u002Fh3\u003E\u003Cp\u003EGuardrail models ensure safe and responsible outputs by \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmake-room-for-rag-how-gen-ais-balance-of-power-is-shifting\u002F\" target=\"_blank\"\u003Edetecting and mitigating biases\u003C\u002Fa\u003E, inappropriate content, and harmful responses. \u003C\u002Fp\u003E\u003Ctable\u003E \t\u003Cthead\u003E\u003Ctr\u003E\u003Cth\u003EIssuer & Model\u003C\u002Fth\u003E\u003Cth\u003EParameter Sizes\u003C\u002Fth\u003E\u003Cth\u003ELicense\u003C\u002Fth\u003E\u003Cth\u003EHighlights\u003C\u002Fth\u003E\u003C\u002Ftr\u003E\u003C\u002Fthead\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003ENVIDIA NeMo Guardrails\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EOpen-source toolkit for adding programmable guardrails\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EGoogle ShieldGemma\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E2B, 9B, 27B\u003C\u002Ftd\u003E\u003Ctd\u003ECustom\u003C\u002Ftd\u003E\u003Ctd\u003ESafety classifier models built on Gemma 2\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\t\t\t\t\u003Cstrong\u003EIBM Granite-Guardian\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E8B\u003C\u002Ftd\u003E\u003Ctd\u003EApache 2.0\u003C\u002Ftd\u003E\u003Ctd\u003EDetects unethical or harmful content\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Ch2\u003E \t\u003Chr\u003E \u003C\u002Fh2\u003E\u003Ch2\u003E Choose open-source models \u003C\u002Fh2\u003E\u003Cp\u003EThe landscape of generative AI is evolving rapidly, with open-source models crucial for making advanced technology accessible to all. These models allow for customization and collaboration, breaking down barriers that have limited AI development to large corporations. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F4-ways-to-turn-gen-ai-experiments-into-real-business-value\u002F\" target=\"_blank\"\u003E4 ways to turn generative AI experiments into real business value\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EDevelopers can tailor solutions to their needs by choosing open-source Gen AI, contributing to a global community, and accelerating technological progress. The variety of available models -- from language and vision to safety-focused designs -- ensures options for almost any application. \u003C\u002Fp\u003E\u003Cp\u003ESupporting open-source AI communities will be essential for promoting ethical and innovative AI developments, benefiting individual projects, and advancing technology responsibly. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-06 11:00:00",timezone:"UTC",updated:c,published:c},description:"Here are the best open-source and free-to-use AI models for text, images, and audio, organized by type, application, and licensing considerations.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"36009865-19dc-47a3-a3ce-e32e56c69660",image:{id:"11553a12-ce17-4e85-bc83-f7f0a85e0a26",filename:"gettyimages-2180270757.jpg",dateCreated:{created:c,date:"2024-11-05 23:49:42",timezone:"UTC",updated:c,published:c},alt:"ai concept",credits:"Jackie Niam\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F05\u002F11553a12-ce17-4e85-bc83-f7f0a85e0a26\u002Fgettyimages-2180270757.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2190,height:1369,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"the-best-open-source-ai-models-all-your-free-to-use-options-explained",startYear:c,summary:b,title:"The best open-source AI models: All your free-to-use options explained",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10f422bf-ec91-11e3-95d2-02911863765e",slug:"open-source",name:"Open Source",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"5d68ddc2-d682-11e4-9a74-d4ae52e95e57",slug:"developer",name:"Developer",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"3b66e468-6a65-44fa-af2c-5e993af65bcb\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"cleanshot-2023-12-13-at-23-50-262x\" data-image-filename=\"cleanshot-2023-12-13-at-23-50-262x.jpg\" data-image-date-created=\"2023\u002F12\u002F14\" data-image-width=\"2608\" data-image-height=\"1570\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ELong before \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E blasted onto the scene and sucked all the air out of the room, there was IBM Watson. Watson itself rose to fame when, in 2011, it \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fibms-watson-victorious-in-jeopardy-our-new-computer-overlord\u002F\"\u003Ebeat reigning champion Ken Jennings\u003C\u002Fa\u003E on the TV game show Jeopardy. \u003C\u002Fp\u003E\u003Cp\u003EFun fact: ZDNET's own \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fsjvn\u002Fstatus\u002F1316795981141282817?lang=en\"\u003ESteven J. Vaughn-Nichols was once a clue on Jeopardy\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-best-free-ai-courses\u002F\"\u003EThe best free AI courses\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAnyway, back to our story. My point is that IBM has a long history with \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003EAI\u003C\u002Fa\u003E and has not been sitting still. Its \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E solution, Watsonx, focuses on enabling businesses to deploy and manage both traditional \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-machine-learning-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Emachine learning\u003C\u002Fa\u003E and generative AI, tailored to their unique needs. \u003C\u002Fp\u003E\u003Cp\u003EI'm telling you this because if any company has the cred to offer a credential on AI fundamentals, it's IBM.\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fskills.yourlearning.ibm.com\u002Factivity\u002FPLAN-7913EE1DB030\"\u003EIBM's AI Fundamentals program\u003C\u002Fa\u003E is available on its \u003Ca href=\"https:\u002F\u002Fskillsbuild.org\u002F\"\u003ESkillsBuild learning portal\u003C\u002Fa\u003E. The credential takes about 10 hours to complete, across six courses. \u003C\u002Fp\u003E\u003Cp\u003EBecause I have long had an interest in \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-we-can-harness-the-power-of-generative-ai-ethically\u002F\" target=\"_blank\"\u003EAI ethics\u003C\u002Fa\u003E (I did a thesis on AI ethics way back in the day), I took the AI ethics class. It was good. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-ways-to-write-better-chatgpt-prompts-and-get-the-results-you-want-faster\u002F\"\u003E6 ways to write better ChatGPT prompts - and get the results you want faster\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIt discussed the challenge of balancing technology with ethical responsibility. Key topics included the five pillars of AI ethics, the importance of fairness and avoiding bias, and the need for AI systems to be transparent, explainable, and robust against attacks. The session also emphasized governance, the protection of personal data, and the significance of privacy through data minimization and differential privacy.\u003C\u002Fp\u003E\u003Cp\u003EI subsequently took all the courses in the credential program. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ENote:\u003C\u002Fstrong\u003E To get started, create a free account on \u003Ca href=\"https:\u002F\u002Fskillsbuild.org\u002F\" target=\"_blank\"\u003EIBM's SkillsBuild learning portal\u003C\u002Fa\u003E. All the following links to IBM's free AI courses require you to have created an account and be logged in before you can use them. \u003C\u002Fp\u003E\u003Ch2\u003EIBM's free AI courses\u003C\u002Fh2\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Ca href=\"https:\u002F\u002Fskills.yourlearning.ibm.com\u002Factivity\u002FPLAN-7913EE1DB030\"\u003EArtificial Intelligence Fundamentals\u003C\u002Fa\u003E \u003Ca href=\"https:\u002F\u002Fskills.yourlearning.ibm.com\u002Factivity\u002FPLAN-7913EE1DB030\"\u003ELearning Plan\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E: You'll explore AI's history, and then see how it can change the world. Along the way, you'll dive deep into ways that AI makes predictions, understands language and images, and learns using circuits inspired by the human brain. After a hands-on simulation in which you build and test a machine learning model, you'll finish with tips on how to find your career in AI. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Ca href=\"https:\u002F\u002Fskills.yourlearning.ibm.com\u002Factivity\u002FMDL-211?planId=PLAN-7913EE1DB030&sectionId=SECTION-A&planIdFromParentTab=PLAN-7913EE1DB030&sectionIdFromParentTab=SECTION-A&planIdForChildTab=PLAN-7913EE1DB030\"\u003EIntroduction to Artificial Intelligence\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E (1 hour and 15 minutes)\u003Cstrong\u003E:\u003C\u002Fstrong\u003E Less than a century old, AI has already undergone three waves of transformative development. Today it gives humanity the most powerful tools for analyzing complex data, not only to find meaning but also to learn without human intervention. In this course, you'll survey AI's history and explore ways that it can shed light on unstructured data. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Ca href=\"https:\u002F\u002Fskills.yourlearning.ibm.com\u002Factivity\u002FMDL-214?planId=PLAN-7913EE1DB030&sectionId=SECTION-A&planIdFromParentTab=PLAN-7913EE1DB030&sectionIdFromParentTab=SECTION-A&planIdForChildTab=PLAN-7913EE1DB030\"\u003ENatural Language Processing and Computer Vision\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E (1 hour and 30 minutes): You might already know that some AI systems can understand human language, identify visual images, and even create original art. But do you know how these systems do it? In this course, you'll explore the theory of natural language and vision processing and learn how these technologies drive real-world mechanisms such as chatbots and photo analysis. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Ca href=\"https:\u002F\u002Fskills.yourlearning.ibm.com\u002Factivity\u002FMDL-212?planId=PLAN-7913EE1DB030&sectionId=SECTION-A&planIdFromParentTab=PLAN-7913EE1DB030&sectionIdFromParentTab=SECTION-A&planIdForChildTab=PLAN-7913EE1DB030\"\u003EMachine Learning and Deep Learning\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E (2 hours): In this course, you'll see how machines can learn and make amazing, evidence-based predictions. Explore the logic behind computers' ability to learn, then investigate new ways that AI systems inspired by neurons in the human brain can solve difficult problems. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Ca href=\"https:\u002F\u002Fskills.yourlearning.ibm.com\u002Factivity\u002FMDL-219?planId=PLAN-7913EE1DB030&sectionId=SECTION-A&planIdFromParentTab=PLAN-7913EE1DB030&sectionIdFromParentTab=SECTION-A&planIdForChildTab=PLAN-7913EE1DB030\"\u003ERun AI Models with IBM Watson Studio\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E (1 hour and 45 minutes): In this course, you'll practice creating a machine learning model in a series of simulations, using IBM Watson Studio. This is hands-on time that can help you do actual work with AI. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Ca href=\"https:\u002F\u002Fskills.yourlearning.ibm.com\u002Factivity\u002FMDL-220?planId=PLAN-7913EE1DB030&sectionId=SECTION-A&planIdFromParentTab=PLAN-7913EE1DB030&sectionIdFromParentTab=SECTION-A&planIdForChildTab=PLAN-7913EE1DB030\"\u003EAI Ethics\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E (1 hour and 45 minutes): You might have heard about problems that arise when AI systems misinterpret data or propose solutions that reflect human prejudice. This is the course I talked about above. Through real-world examples, you'll learn about AI ethics, how they are implemented, and why AI ethics are so important in building trustworthy AI systems. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Ca href=\"https:\u002F\u002Fskills.yourlearning.ibm.com\u002Factivity\u002FMDL-213?planId=PLAN-7913EE1DB030&sectionId=SECTION-A&planIdFromParentTab=PLAN-7913EE1DB030&sectionIdFromParentTab=SECTION-A&planIdForChildTab=PLAN-7913EE1DB030\"\u003EYour Future in AI: The Job Landscape\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E (1 hour): Are you considering a career in AI? In this course, learn about the AI job market's rapid growth and the skills needed for success in this exciting field. You'll hear how real professionals got their start, and find resources and learning opportunities that could help you work alongside them. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EMy experience taking IBM's AI courses\u003C\u002Fh2\u003E\u003Cp\u003EMost sessions are a combination of reading, with a few spotlight videos thrown in. They end with a quiz. Since you can retake the quiz over and over again until you get it right, there's no need to fear test taking. I got most of the quizzes correct on the first try, but when my little dog distracted me, I wound up retaking one -- with no negative impact on my coursework.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fif-you-want-a-career-in-ai-start-with-these-5-steps\u002F\"\u003EIf you want a career in AI, start with these 5 steps\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EEach course dives into an aspect of AI and helps explain it. Without a doubt, I have a better feel for some of the generative AI processes than I did before taking it. More to the point, the courses were interesting and the video lectures engaging. There were also some interactive experiences in the course that I found compelling.\u003C\u002Fp\u003E\u003Cp\u003EMost of the courses are vendor-agnostic, but there was a Watson course that was specific to IBM's offerings. It didn't take more than an hour or so, and while I'm not in IBM's target market for their offering, it wasn't a waste of time to learn what IBM has for AI-related solutions.\u003C\u002Fp\u003E\u003Cp\u003EAs I said earlier, I liked the ethics section. If you're interested in a job in AI, you'll like the last session, which is a full dive into what to expect if you want to work in this field. It's worth the price of admission (even if the admission wasn't free) for that session alone.\u003C\u002Fp\u003E\u003Cp\u003EI wound up with an official certificate, which I \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fprofessional-development\u002Fhow-to-add-a-new-credential-to-your-linkedin-profile-and-why-you-should\u002F\" target=\"_blank\"\u003Eput on my LinkedIn profile\u003C\u002Fa\u003E. Overall, the course was a great experience, and I got a lot out of it.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-create-an-app\u002F\"\u003EHow to use ChatGPT to create an app\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAlso, a few of you asked about signing up for the course. There was some confusion because you can't get to the course directly. Be sure to go to the main \u003Ca href=\"https:\u002F\u002Fskillsbuild.org\u002F\" target=\"_blank\"\u003EIBM SkillBuild entry portal\u003C\u002Fa\u003E and create an account. Once you have a verified account (it's free), \u003Cem\u003Ethen\u003C\u002Fem\u003E you can get into the courses IBM offers.\u003C\u002Fp\u003E\u003Cp\u003EIn fact, if you visit this page (you need to be logged in), you'll see a bunch of short, less than an hour, e-learning opportunities. They include:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EWhat is artificial intelligence?\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003EIntroduction to Generative AI\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003EMastering the Art of Prompting\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003EImprove Your Resume Writing with Generative AI\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003EArtificial Intelligence in Practice\u003Cbr\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EFinally, the IBM folks asked me to tell you they also offer a free \u003Ca href=\"https:\u002F\u002Fskills.yourlearning.ibm.com\u002Factivity\u002FPLAN-BE0E24A0BA5C\" target=\"_blank\"\u003EFundamentals of Sustainability and Technology\u003C\u002Fa\u003E course. You can find it on SkillBuild as well. That course also offers a verifiable credential.\u003C\u002Fp\u003E\u003Ch2\u003E More resources \u003C\u002Fh2\u003E\u003Cp\u003EThis is the third article in our series of free learning resources for those interested in exploring AI or building a career around this amazing technology. Be sure to check out \u003Cstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-best-free-ai-courses\u002F\"\u003EThe best free AI courses (and whether AI 'micro-degrees' and certificates are worth it)\u003C\u002Fa\u003E \u003C\u002Fstrong\u003Efor the other free courses we've explored.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-used-chatgpt-to-scan-170k-lines-of-code-in-seconds-and-save-me-hours-of-detective-work\u002F\"\u003EHow I used ChatGPT to scan 170k lines of code in seconds and save me hours of detective work\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESo, there you go. Sign up now and use your spare time to get a new credential. If you take any of these courses, please report back in the comments below and let us know what you think.\u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to my weekly update newsletter \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Eon Substack\u003C\u002Fa\u003E, and follow me on Twitter at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-09-12 00:12:00",timezone:"UTC",updated:c,published:c},description:"I spent a weekend earning my digital credential in AI from IBM. The last session was my favorite.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"29d9ee34-4cf7-479d-87f0-13e3f2331e42",image:{id:"2fa4c24f-6aa0-4124-9e28-436088766628",filename:"gettyimages-2153523644.jpg",dateCreated:{created:c,date:"2024-09-12 00:00:13",timezone:"UTC",updated:c,published:c},alt:"IBM AI",credits:"Abdullah Guclu\u002FAnadolu via Getty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F09\u002F12\u002F2fa4c24f-6aa0-4124-9e28-436088766628\u002Fgettyimages-2153523644.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:6718,height:4479,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"ibm-will-train-you-in-ai-fundamentals-for-free-and-give-you-a-skill-credential-in-10-hours",startYear:c,summary:b,title:"IBM will train you in AI fundamentals for free, and give you a skill credential - in 10 hours",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10764a79-ec91-11e3-95d2-02911863765e",slug:"ibm",name:"IBM",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"ae4966be-d55d-4278-85cc-28493a869206\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Iana Kunitsa\u002FGetty Images\" data-image-alt-text=\"water bubbles\" data-image-filename=\"gettyimages-1488930209.jpg\" data-image-date-created=\"2024\u002F11\u002F15\" data-image-width=\"6000\" data-image-height=\"4000\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ESometimes, I think \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\" target=\"_blank\"\u003EAI chatbots\u003C\u002Fa\u003E are modeled after teenagers. They can be very, very good. But other times, they tell lies. They \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-ai-transcription-tool-hallucinates-excessively-heres-a-better-alternative\u002F\" target=\"_blank\"\u003Emake stuff up\u003C\u002Fa\u003E. They confabulate. They confidently give answers based on the assumption that they know everything there is to know, but they're woefully wrong.\u003C\u002Fp\u003E\u003Cp\u003ESee what I mean? You can't tell from the context above whether my descriptions refer to AIs or teenagers. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-tricked-chatgpt-into-telling-me-lies\u002F\"\u003EHow I tricked ChatGPT into telling me lies\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EWhile most of us know not to go to teenagers for important information and advice, we're starting to rely on equally prevaricating AIs. To be fair, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-tricked-chatgpt-into-telling-me-lies\u002F\"\u003EAIs aren't bad\u003C\u002Fa\u003E; they're just coded that way. \u003C\u002Fp\u003E\u003Cp\u003ELast year, I gave you \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F8-ways-to-reduce-chatgpt-hallucinations\u002F\"\u003Eeight ways to reduce ChatGPT hallucinations\u003C\u002Fa\u003E: \u003C\u002Fp\u003E\u003Col\u003E\u003Cli\u003EAvoid ambiguity and vagueness\u003C\u002Fli\u003E\u003Cli\u003EAvoid merging unrelated concepts\u003C\u002Fli\u003E\u003Cli\u003EAvoid describing impossible scenarios\u003C\u002Fli\u003E\u003Cli\u003EAvoid using fictional or fantastical entities\u003C\u002Fli\u003E\u003Cli\u003EAvoid contradicting known facts\u003C\u002Fli\u003E\u003Cli\u003EAvoid misusing scientific terms\u003C\u002Fli\u003E\u003Cli\u003EAvoid blending different realities, and\u003C\u002Fli\u003E\u003Cli\u003EAvoid assigning uncharacteristic properties\u003C\u002Fli\u003E\u003C\u002Fol\u003E\u003Cp\u003EHowever, those tips were all things to avoid. I didn't give you proactive tools for digging into prompt responses and guiding the AI to provide more productive responses. This technique is particularly important if you're going to use an \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-search-engine\u002F\" target=\"_blank\"\u003EAI as a search engine\u003C\u002Fa\u003E replacement or as a tool for helping you research or write articles or papers. \u003C\u002Fp\u003E\u003Cp\u003ELet's dig into five key steps you can take to guide an AI to accurate responses. \u003C\u002Fp\u003E\u003Ch2\u003E 1. Ask for references and sources \u003C\u002Fh2\u003E\u003Cp\u003EI previously wrote a guide on \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-make-chatgpt-provide-sources-and-citations\u002F\"\u003Ehow to make ChatGPT provide sources and citations\u003C\u002Fa\u003E. Fortunately, ChatGPT is getting better at citing sources, particularly with the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt\u002F\" target=\"_blank\"\u003EGPT-4o LLM \u003C\u002Fa\u003Eand the web search capability in the $20-a-month version. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Five-tested-a-lot-of-ai-tools-for-work-these-4-actually-help-me-get-more-done-every-day\u002F\"\u003EI've tested a lot of AI tools for work. These 4 actually help me get more done every day\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBut ChatGPT won't always volunteer those sources. If you're doing research, always -- \u003Cem\u003Ealways\u003C\u002Fem\u003E -- ask for sources. \u003C\u002Fp\u003E\u003Cp\u003EThen, test the sources and make sure they actually exist. Numerous times in my experience, ChatGPT cited sources that seemed absolutely perfect for what I was looking for. The only problem was that after I clicked through or searched for the named source by title, I discovered the entire source had been fabricated. \u003C\u002Fp\u003E\u003Cp\u003EChatGPT even chose real academic journals, made up author names, and then assigned compelling-sounding titles to the articles. Can you imagine how bad it would have been had I included those sources in my work without double-checking? I shudder to even think about it. \u003C\u002Fp\u003E\u003Cp\u003ESo, ask for sources, check those sources, and call the AI out if it gives you a made-up answer.\u003C\u002Fp\u003E\u003Ch2\u003E 2. Tell the AI to 'show your work'\u003C\u002Fh2\u003E\u003Cp\u003EEarly in my exploration of ChatGPT, I asked the tool to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-needed-a-mechanic-how-chatgpt-plus-helped-me-skip-reading-online-reviews\u002F\"\u003Ehelp me find a local mechanic\u003C\u002Fa\u003E. I sent it to Yelp and Google reviews to do sentiment analysis on the comments. At the time, it reached into those sites and gave me useful information. \u003C\u002Fp\u003E\u003Cp\u003EI tried the test again recently and received another set of mechanic rankings. It actually told me, \"Based on a comprehensive analysis of Yelp and Google reviews for independent car repair shops...\" \u003C\u002Fp\u003E\u003Cp\u003EBut, ChatGPT lied. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe tool never looked at Yelp or Google reviews. This result is likely because sites (ZDNET included) have become more restrictive in allowing AIs to scrape their content. That's fine. My argument is that the AI should have come back and said it couldn't check Yelp or Google reviews. Instead, the AI just claimed it did. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpts-windows-app-is-now-available-to-free-tier-users-heres-what-it-can-do\u002F\"\u003EChatGPT's Windows app is now available to free-tier users - here's what it can do\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ELiar, liar, pants on fire. \u003C\u002Fp\u003E\u003Cp\u003EWhen I asked it to show its work, the tool again said it had looked at Yelp and Google reviews. However, in the \"show your work\" response, the tool also displayed the source for the reviews it analyzed. This turned out to be a site named Birdeye Reviews.\u003C\u002Fp\u003E\u003Cp\u003ENow, I have nothing against Birdeye Reviews. I've never used it. But that's not the point. The point is ChatGPT said it had produced information based on Yelp and Google reviews.\u003C\u002Fp\u003E\u003Cp\u003E\"Show your work\" is a powerful prompt. You can uncover all sorts of interesting information on the reasoning process the AI used to give you your results. \u003C\u002Fp\u003E\u003Ch2\u003E 3. Cross-validate an AI's responses across related questions \u003C\u002Fh2\u003E\u003Cp\u003EThis process lets you and the AI explore a topic in-depth to see if the chatbot's answers remain logically consistent and contextually relevant. We use this approach a lot in traditional research and engineering to help make sure we're on the right track. It can be applied to the AI as well. \u003C\u002Fp\u003E\u003Cp\u003EFor example, let's say you're writing about car tires. You could ask, \"What material is used in car tires?\" The answer you might expect is \"rubber.\" But rubber isn't just one substance. There's rubber from trees, synthetic rubber, and materials that have the flexibility and strength of rubber but contain no rubber at all. \u003C\u002Fp\u003E\u003Cp\u003EFor example, both rubber and TPU (thermoplastic polyurethane) are flexible and feel like rubber. But synthetic rubber is made from petroleum-based monomers and TPU is made from a thermoplastic elastomer. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Femployees-are-hiding-their-ai-use-from-their-managers-heres-why\u002F\"\u003EEmployees are hiding their AI use from their managers. Here's why\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EYou could ask the AI, \"What kind of rubber is used in car tires?\" or \"Is real rubber still used in car tires?\" This would lead to answers explaining how car tires use a mix of rubber types. You could go deeper down the rabbit hole by asking \"Where else is rubber used in cars?\" or \"What kind of rubber is used in Lego car tires?\" \u003C\u002Fp\u003E\u003Cp\u003EThe point of this practice is not so much to use all the responses in your paper as to explore how the AI deals with this class of questions and whether it loses the thread completely. \u003C\u002Fp\u003E\u003Cp\u003EAdditionally, because ChatGPT retains its knowledge while in a session, the more you ask, and the deeper you dive into a specific topic, the more you train the AI to stay within the context of the sphere of knowledge you're looking for. This approach helps keep the AI from going off on its own and increases the chances of getting accurate answers. \u003C\u002Fp\u003E\u003Ch2\u003E 4. Ask about recent events or time-sensitive information \u003C\u002Fh2\u003E\u003Cp\u003EMany chatbots have knowledge base cut-off dates. The \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you\u002F\" target=\"_blank\"\u003Efree version of ChatGPT\u003C\u002Fa\u003E has a knowledge cut-off date of October 2023, meaning anything that happened in the world after that date will be unknown to the AI. \u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-7-reasons-why-you-should\u002F\" target=\"_blank\"\u003EChatGPT Plus\u003C\u002Fa\u003E, which also has October 2023 as its knowledge cut-off date, can also access information on the web. This ability can result in substantially more accurate information. The free version of ChatGPT can also access the web but in a more \"limited\" way. As a general rule, OpenAI doesn't specify what \"limited\" means when talking about their free version. However, you can usually assume that limitation means fewer queries per session, fewer resources provided, and some features working intermittently.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-downloaded-googles-gemini-app-on-the-iphone-for-free-and-it-nearly-replaces-siri-for-me\u002F\"\u003EI downloaded Google's Gemini app on the iPhone for free - and it nearly replaces Siri for me\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor example, when I asked the free version of ChatGPT to list the NATO member nations, it returned a list of 31 countries. Yet when I asked ChatGPT Plus to list the NATO member nations, it returned a list of 32 countries. That's because Sweden officially joined NATO in March of 2024. \u003C\u002Fp\u003E\u003Cp\u003EThe chatbots will generally tell you their cut-off dates if asked. But because there are added features (like web search in Plus), it's best to try asking about events the AI would only know about if it had up-to-date information. \u003C\u002Fp\u003E\u003Cp\u003EThere's a trick to apply here as well. A few minutes later, I asked the free version of ChatGPT, \"Can you use the web to look up who the current members of NATO Nations are?\" I explicitly told it to \"use the web.\" I got back the up-to-date answer. So, if you're using the free version, consider coaching it on where to look for information to get a better answer. \u003C\u002Fp\u003E\u003Cp\u003EThis approach will help you ascertain the scope of the AI's knowledge and determine whether you're getting fairly current details or need to account for missing knowledge due to a fairly old cut-off date. \u003C\u002Fp\u003E\u003Ch2\u003E 5. Ask follow-up questions and iteratively refine your query \u003C\u002Fh2\u003E\u003Cp\u003EI use this approach when I use \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code-what-it-does-well-and-what-it-doesnt\u002F\" target=\"_blank\"\u003EChatGPT to help me with my programming\u003C\u002Fa\u003E. I start with a simple query and refine and clarify it until I get some basic code. Once that approach works, I add another sentence or detail for what I want in my code. After a bunch of interactions that feel much more like a conversation than a coding session, I often have some useful code. \u003C\u002Fp\u003E\u003Cp\u003EEven if you're not coding, you can use this approach. Let's say you're working on a project related to cloud services. You might ask the AI, \"Can you explain the different types of cloud services?\" \u003C\u002Fp\u003E\u003Cp\u003EIn this example, you'd expect the answers to discuss services like email, web hosting, CRM, and other software-as-a-service categories. However, the AI responded with descriptions of SaaS (software as a service), PaaS (platform as a service), and IaaS (infrastructure as a service). \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Forganizations-feel-pressure-to-accelerate-ai-plans-but-the-returns-arent-meeting-expectations\u002F\"\u003EOrganizations face mounting pressure to accelerate AI plans, despite lack of ROI\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ENow you'll know there are a few ways this question might be interpreted, so you could follow up with \"Explain the different types of cloud services focusing solely on those that fall into the SaaS category.\" \u003C\u002Fp\u003E\u003Cp\u003EYou could follow up with a question like, \"Based on those SaaS categories, list three of the most popular commercial services in each category, along with the strengths and weaknesses of each.\" \u003C\u002Fp\u003E\u003Cp\u003EThat would give you a much more detailed description, along with the features of each service. But let's refine the approach using one more step. The AI in this scenario provided descriptions of each service, but you wanted to know how the services differ. \u003C\u002Fp\u003E\u003Cp\u003EYou could refine the query by adding the word \"comparative\" as in this prompt: \"Based on those SaaS categories, list three of the most popular commercial services in each category, along with the COMPARATIVE strengths and weaknesses of each.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-best-open-source-ai-models-all-your-free-to-use-options-explained\u002F\"\u003EThe best open-source AI models: All your free-to-use options explained\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn my test, that last refinement resulted in tables comparing the features of each. I love tables. In fact, if the AI doesn't return information as a table, my bonus tip is to ask the AI to present its results in a table. The tool often refactors its answers in interesting ways when it operates with that directive. \u003C\u002Fp\u003E\u003Ch2\u003E What are your favorite AI tactics? \u003C\u002Fh2\u003E\u003Cp\u003EWhat are your favorite best practices for ensuring reliable results when chatting with an AI? Let us know in the comments below. \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Emy weekly update newsletter\u003C\u002Fa\u003E, and follow me on Twitter\u002FX at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-15 14:51:00",timezone:"UTC",updated:c,published:c},description:"If you're using AI for research, here are five ways to catch its lies and fact-check its outputs before you rely on them.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"503d2f63-8594-4758-bf75-6131924c6b53",image:{id:"ae4966be-d55d-4278-85cc-28493a869206",filename:"gettyimages-1488930209.jpg",dateCreated:{created:c,date:"2024-11-15 14:45:09",timezone:"UTC",updated:c,published:c},alt:"water bubbles",credits:"Iana Kunitsa\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F15\u002Fae4966be-d55d-4278-85cc-28493a869206\u002Fgettyimages-1488930209.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:6000,height:4000,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-use-ai-for-research-the-right-way-responsibly-and-effectively",startYear:c,summary:b,title:"How to use AI for research the right way - responsibly and effectively",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"ffa4afa4-ed83-4685-80fd-d94a8db793a7\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"David Gewirtz\u002FZDNET (with a little help from ChatGPT)\" data-image-alt-text=\"lang-1-2024.jpg\" data-image-filename=\"lang-1-2024.jpg\" data-image-date-created=\"2024\u002F11\u002F14\" data-image-width=\"1600\" data-image-height=\"900\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EOver the past year, we've all come to know that \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E can write code. I gave it a \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-asked-chatgpt-to-write-a-wordpress-plugin-i-needed-it-did-it-in-less-than-5-minutes\u002F\" target=\"_blank\"\u003Enumber of tests in PHP and WordPress\u003C\u002Fa\u003E that showed the strengths and weaknesses of ChatGPT's coding capabilities.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyour-dream-programming-job-demands-this-language-every-site-agrees\u002F\"\u003EYour dream programming job demands this language, every site agrees\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBut how far does ChatGPT's coding knowledge extend? When I originally drafted this article in early 2023, I threw the classic \"Hello, world\" programming assignment against the 12 most popular languages in \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftop-programming-languages-and-topics-heres-what-developers-want-to-learn-about\u002F\"\u003EO'Reilly Media's popularity rankings for 2023\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EWe've subsequently done a lot of analysis about programming language popularity, but even with this late 2024 update, I'm sticking with the original 12 languages we tested. While some of our 12 aren't really massively popular languages, they're still current and in use. This selection gives us a very good cross-section to better help us understand how well ChatGPT handles a wide range of languages.\u003C\u002Fp\u003E\u003Cp\u003EBecause \"Hello, world\" can often be coded in one line, I added a slight wrinkle, having ChatGPT present \"Hello, world\" ten times, each time incrementing a counter value. I also asked it to check the time and begin each sequence with \"Good morning,\" \"Good afternoon,\" or \"Good evening.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-best-ai-for-coding\u002F\"\u003EThe best AI for coding in 2024 (and what not to use)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis gives us a look at program flow and some intrinsic functions as well, but still keeps the code small enough that I can include a dozen screenshots in this article.\u003C\u002Fp\u003E\u003Cp\u003EHere's the prompt: \u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003EWrite a program in ____ that outputs \"Good morning,\" \"Good afternoon,\" or \"Good evening\" based on what time it is here in Oregon, and then outputs ten lines containing the loop index (beginning with 1), a space, and then the words \"Hello, world!\". \t\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EFor each programming language, I also asked ChatGPT to describe its primary use. Here's the prompt I used for this query: \u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003EFor each of the following languages, write a one-sentence description of its primary use and differentiating factor: Java, Python, Rust, Go, C++, JavaScript, C#, C, TypeScript, R, Kotlin, Scala. \t\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003ENow, let's look at each language. \u003C\u002Fp\u003E\u003Ch2\u003E 1. Java \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes Java as, \"A general-purpose language used primarily for building desktop, web, and mobile applications, and known for its 'write once, run anywhere' philosophy.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-gems-are-a-gentle-introduction-to-ai-prompt-engineering\u002F\"\u003EGoogle's Gems are a gentle introduction to AI prompt engineering\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EJava was originally developed by Sun Microsystems, but when Oracle bought Sun, it also bought Java. While the Java spec is open, the language is owned by Oracle. This has led to some \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Foracle-to-google-pay-us-9-3bn-for-using-java-in-android\u002F\"\u003Espectacular legal fireworks\u003C\u002Fa\u003E over the years. \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0e4e1c00-42d0-47f1-98e5-820701f049ca\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"java\" data-image-filename=\"java.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1324\" data-image-height=\"1110\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E2. Python \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes Python as,\" A general-purpose language used for data analysis, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003Eartificial intelligence\u003C\u002Fa\u003E, web development, and automation, and known for its readability and ease of use.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-linkedins-ai-course-made-me-a-better-python-developer\u002F\"\u003EHow LinkedIn's free AI course made me a better Python developer\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EMy advice: if you plan to learn to code for AI applications, learn Python. Almost all AI code has tight Python integration. \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"be30b412-b616-460f-b73c-4afba33ed309\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"python\" data-image-filename=\"python.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1322\" data-image-height=\"822\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E3. Rust \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes Rust as, \"A systems programming language used for building high-performance and reliable software, and known for its memory safety and thread safety guarantees.\" \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"dbd1c35d-1bbd-4621-8b32-798ca05a2c47\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"rust\" data-image-filename=\"rust.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1324\" data-image-height=\"1012\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E4. Go \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes Go as, \"A systems programming language used for building scalable and efficient network and server applications, and known for its simplicity and built-in concurrency features.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwill-ai-take-programming-jobs-or-turn-programmers-into-ai-managers\u002F\"\u003EWill AI take programming jobs or turn programmers into AI managers?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EGo is open source, but it's managed by Google. Go. Google. Get it? \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"4f3ccd6a-b403-4135-be3c-743c7373e7dd\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"go\" data-image-filename=\"go.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1326\" data-image-height=\"1252\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E5. C++ \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes C++ as, \"A systems programming language used for building operating systems, game engines, and high-performance applications, and known for its control over hardware and memory.\" \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"ce0b0987-2060-4e6c-9031-2a38f951da1f\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"cpp\" data-image-filename=\"cpp.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1326\" data-image-height=\"1252\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E6. JavaScript \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes JavaScript as, \"A client-side scripting language used for building interactive web applications, and known for its widespread use in web development and its ability to run in web browsers.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-4-biggest-challenges-of-ai-generated-code-gartner-left-out-of-its-latest-report\u002F\"\u003EThe 4 biggest challenges of AI-generated code that Gartner left out of its latest report\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAlso, along with CSS (one of the web's main visual design languages), JavaScript is responsible for 87.45% of the profanity I've uttered over the past nine, or so, years. \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"9db71fbb-624d-4de3-8dd1-26c5fa1d1d17\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"javascript\" data-image-filename=\"javascript.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1324\" data-image-height=\"820\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E7. C# \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes C# as, \"A general-purpose language used for building Windows desktop applications, games, and web applications, and known for its object-oriented features and integration with the .NET framework.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhave-10-hours-ibm-will-train-you-in-ai-fundamentals-for-free\u002F\"\u003EHave 10 hours? IBM will train you in AI fundamentals - for free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EC# is a proprietary language offered by Microsoft. I taught it at the UC Berkeley extension for more than a decade. It is a very interesting gateway language for anyone wanting to get work programming for predominantly Microsoft environments.\u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"7d48cdba-efef-4128-8f33-69661135514a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"csharp\" data-image-filename=\"csharp.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1324\" data-image-height=\"1106\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E8. C \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes C as, \"A systems programming language used for building operating systems, embedded systems, and high-performance applications, and known for its efficiency and low-level control.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-test-an-ai-chatbots-coding-ability-and-you-can-too\u002F\"\u003EHow I test an AI chatbot's coding ability - and you can, too\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThey say you never forget your first love. Before teaching myself to program C back in the days of wooden ships and iron programmers, I never truly loved a programming language. But then I started to use C and my world changed. It was love. Something about the concise simplicity of the language just spoke to me on a deep and primal level. That's probably an overshare, but it's also true. C will always be my first syntactic love. \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"a7635f2f-81e2-4dc9-b407-60d71f64af11\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"c\" data-image-filename=\"c.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1326\" data-image-height=\"1204\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E9. TypeScript \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes TypeScript as, \"A superset of JavaScript used for building large-scale web applications, and known for its optional static typing and advanced language features.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-create-an-app\u002F\"\u003EHow to use ChatGPT to create an app\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ETypeScript is also a Microsoft product, but unlike C#, it's open-source and non-proprietary. \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"3b331727-877d-4e48-a6a3-304761d50cf8\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"typescript\" data-image-filename=\"typescript.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1328\" data-image-height=\"820\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E10. R \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes R as, \"A language used for statistical computing and data analysis, and known for its powerful data manipulation and visualization capabilities.\" \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"662f0cf5-6dbb-4a31-935c-91f41de0ef72\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"r\" data-image-filename=\"r.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1326\" data-image-height=\"966\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E11. Kotlin \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes Kotlin as, \"A general-purpose language used for building Android apps, server-side applications, and web applications, and known for its conciseness and interoperability with Java.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-new-ai-course-will-teach-you-to-write-more-effective-prompts-in-5-steps\u002F\"\u003EGoogle's new AI course will teach you to write more effective prompts - in 5 steps\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EKotlin was developed by JetBrains, a small company that also makes PhpStorm, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fone-developers-favorite-mac-coding-tools-for-php-and-web-development\u002F\"\u003Emy current favorite development environment\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"af368dce-9b3a-4649-a640-7eec81d4f4fc\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"kotlin\" data-image-filename=\"kotlin.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1320\" data-image-height=\"1106\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E12. Scala \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT describes Scala as, \"A language used for building scalable and distributed applications, and known for its support for functional programming and its integration with the Java Virtual Machine.\" \u003C\u002Fp\u003E\u003Cp\u003EHere's ChatGPT's code: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"e357d158-09d3-4167-85c6-7f95b6c734ff\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"scala\" data-image-filename=\"scala.jpg\" data-image-date-created=\"2023\u002F04\u002F16\" data-image-width=\"1324\" data-image-height=\"1014\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAlso, notice the output for Scala (shown above). I've never programmed in Scala and don't know very much about it. Neither does ChatGPT, because while the AI provided syntax coloring for all the other languages, it didn't seem to have that information for Scala.\u003C\u002Fp\u003E\u003Ch2\u003E Final thoughts (and a little Forth)\u003C\u002Fh2\u003E\u003Cp\u003EAs a computer languages geek, I found this exercise super fun. That said, there are some things to keep in mind. First, I didn't test all the code. Testing this many outputs is outside the scope of this article. That said, I did read through the generated code and, for most languages, the code looked good. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fis-ai-in-software-engineering-reaching-an-oppenheimer-moment-heres-what-you-need-to-know\u002F\"\u003EIs AI in software engineering reaching an 'Oppenheimer moment'? Here's what you need to know\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhen I last ran these tests almost a year ago, ChatGPT got almost everything right (notwithstanding the above disclaimer). However, when asked to render code in Forth (a very funky but fun language), it generated code that looked like Forth but labeled the window \"Perl.\" It definitely did \u003Cem\u003Enot\u003C\u002Fem\u003E generate Perl.\u003C\u002Fp\u003E\u003Cp\u003EHowever, this time, it generated Forth (the colons are a dead giveaway) and labeled it appropriately. Like Scala above, ChatGPT didn't seem to have the syntax coloring tables for Forth, but otherwise, it seems to be doing fine.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"ede50436-4e5d-4cf4-ba13-d5bf6432570d\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"forth\" data-image-filename=\"forth.jpg\" data-image-date-created=\"2024\u002F03\u002F07\" data-image-width=\"1570\" data-image-height=\"1392\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAs with all my other visits down the rabbit hole with ChatGPT and coding, I'm impressed but also wary. \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\"\u003EMy recommendations\u003C\u002Fa\u003E stand: use it as a tool, but test, test, and test. \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to follow me on Twitter at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-18 13:00:00",timezone:"UTC",updated:c,published:c},description:"ChatGPT is well-known for its coding capabilities, but how will it fare when a dozen languages are thrown at it in one session? The answer: pretty darn good.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"f4e0f5d5-8ef5-4075-b230-12b0819b5380",image:{id:"ffa4afa4-ed83-4685-80fd-d94a8db793a7",filename:"lang-1-2024.jpg",dateCreated:{created:c,date:"2024-11-14 21:26:53",timezone:"UTC",updated:c,published:c},alt:"lang-1-2024.jpg",credits:"David Gewirtz\u002FZDNET (with a little help from ChatGPT)",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F14\u002Fffa4afa4-ed83-4685-80fd-d94a8db793a7\u002Flang-1-2024.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1600,height:900,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"chatgpt-writes-my-routine-in-12-top-programming-languages-heres-what-the-results-tell-me",startYear:c,summary:b,title:"ChatGPT writes my routine in 12 top programming languages. Here's what the results tell me",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"8e1572d3-b469-420c-bacb-1f3fe4b86364\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Yuichiro Chino\u002FGetty Images\" data-image-alt-text=\"digital ocean\" data-image-filename=\"gettyimages-1494204903.jpg\" data-image-date-created=\"2024\u002F11\u002F18\" data-image-width=\"2121\" data-image-height=\"1228\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI have been a DigitalOcean customer for years. When I first encountered the company back in 2016, it provided a very easy-to-spin-up Linux server with a variety of distros as options. It differentiated itself from web hosting providers by offering infrastructure -- rather than software -- as a service. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"fa2d2684-1642-4542-9614-5631c555fdc6\" data-size=\"medium\" data-float=\"right\" data-image-caption=\"\u003Cp\u003EDillon Erb, DigitalOcean VP\u003C\u002Fp\u003E\" data-image-credit=\"Image: Dillon Erb\" data-image-alt-text=\"erb\" data-image-filename=\"erb.jpg\" data-image-date-created=\"2024\u002F11\u002F15\" data-image-width=\"800\" data-image-height=\"800\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EMost web hosting providers give you a control panel to navigate the web hosting experience for your site. You have no control over the virtual machine. What DigitalOcean does is give you a virtual bare-metal server, letting you do whatever the heck you want. This appealed to me greatly. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Five-tested-a-lot-of-ai-tools-for-work-these-4-actually-help-me-get-more-done-every-day\u002F\"\u003EI've tested a lot of AI tools for work. These 4 actually help me get more done every day\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EDigitalOcean was essentially Amazon Web Services (AWS) but with a much more understandable pricing structure. When I first started running servers on it, it was substantially less expensive than AWS for the kind of work I was doing. DigitalOcean has since expanded its service offerings to provide a wide variety of infrastructure capabilities, all in the cloud.\u003C\u002Fp\u003E\u003Cp\u003EBeyond bare-metal virtual Linux servers, I haven't used its additional capabilities, but I still appreciate the ability to quickly and easily spin up and down a Linux machine for any purpose, and at a very reasonable price. I do this to test out systems, run some low-traffic servers, and generally as a part of my extended infrastructure. \u003C\u002Fp\u003E\u003Cp\u003EWith the big push into \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003Eartificial intelligence\u003C\u002Fa\u003E (Al), it makes sense that DigitalOcean is beginning to provide infrastructure for Al operations as well. That's what we'll be exploring today with Dillon Erb, the company's vice president of AI advocacy and partnerships. Let's dig in. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: Could you provide a brief overview of your role at DigitalOcean?\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDillon Erb:\u003C\u002Fstrong\u003E I was the co-founder and CEO of the first dedicated GPU cloud computing company called Paperspace. In July of 2023, Paperspace was acquired by DigitalOcean to bring AI tooling and GPU infrastructure to a whole new audience of hobbyists, developers, and businesses alike.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-ai-for-research-the-right-way-responsibly-and-effectively\u002F\"\u003EHow to use AI for research the right way - responsibly and effectively\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ECurrently I am the VP of AI Strategy where I am working on both exciting product offerings as well as key ecosystem partnerships to ensure that DigitalOcean can continue to be the go-to cloud for developers. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: What are the most exciting AI projects you are currently working on at DigitalOcean?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E Expanding our GPU cloud to a much larger scale in support of rapid onboarding for a new generation of software developers creating the future of artificial intelligence. \u003C\u002Fp\u003E\u003Cp\u003EDeep integration of AI tooling across the full DigitalOcean Platform to enable a streamlined AI-native cloud computing platform. \u003C\u002Fp\u003E\u003Cp\u003EBringing the full power of GPU compute and LLMs to our existing customer base to enable them to consistently deliver more value to their customers. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: What historical factors have contributed to the dominance of large enterprises in AI development?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E The cost of GPUs is the most talked about reason for why AI has been difficult for smaller teams and developers to build competitive AI products. The cost of pretraining a large language model (LLM) can be astronomical, requiring thousands, if not hundreds of thousands, of GPUs. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsticker-shock-are-enterprises-growing-disillusioned-with-artificial-intelligence\u002F\"\u003ESticker shock: Are enterprises growing disillusioned with AI?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHowever, there has also been a tooling gap which has made it hard for developers to utilize GPUs even when they have access to them. At Paperspace, we built a full end-to-end platform for training and deploying AI models.\u003C\u002Fp\u003E\u003Cp\u003EOur focus on simplicity, developer experience, and cost transparency continues here at DigitalOcean where we are expanding our product offering substantially and building deep integrations with the entire DigitalOcean product suite. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: Can you discuss the challenges startups face when trying to enter the AI space?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E Access to resources, talent and capital are common challenges startups face when entering into the AI arena. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbuilding-complex-gen-ai-models-this-data-platform-wants-to-be-your-one-stop-shop\u002F\"\u003EBuilding complex gen AI models? This data platform wants to be your one-stop shop\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ECurrently, AI developers spend too much of their time (up to 75%) with the \"tooling\" they need to build applications. Unless they have the technology to spend less time tooling, these companies won't be able to scale their AI applications. To add to technical challenges, nearly every AI startup is reliant on NVIDIA GPU compute to train and run their AI models, especially at scale. \u003C\u002Fp\u003E\u003Cp\u003EDeveloping a good relationship with hardware suppliers or cloud providers like Paperspace can help startups, but the cost of purchasing or renting these machines quickly becomes the largest expense any smaller company will run into. \u003C\u002Fp\u003E\u003Cp\u003EAdditionally, there is currently a battle to hire and keep AI talent. We've seen recently how companies like OpenAI are trying to poach talent from other heavy hitters like Google, which makes the process for attracting talent at smaller companies much more difficult. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: What are some specific barriers that prevent smaller businesses from accessing advanced AI technologies?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E Currently, GPU offerings, which are crucial for the development of AI\u002FML applications, are widely only affordable to large companies. While everyone has been trying to adopt AI offerings or make their current AI offerings more competitive, the demand for NVIDIA 100 GPUs has risen. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Forganizations-feel-pressure-to-accelerate-ai-plans-but-the-returns-arent-meeting-expectations\u002F\"\u003EOrganizations face mounting pressure to accelerate AI plans, despite lack of ROI\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThese data center GPUs have improved significantly with each subsequent, semi-annual release of a new GPU microarchitecture. These new GPUs are accelerators that significantly reduce training periods and model inference response times. In turn, they can run large-scale AI model training for any company that needs it. \u003C\u002Fp\u003E\u003Cp\u003EHowever, the cost of these GPU offerings can be out of reach for many, making it a barrier to entry for smaller players looking to leverage AI. \u003C\u002Fp\u003E\u003Cp\u003ENow that the initial waves of the Deep Learning revolution have kicked off, we are starting to see the increased capitalization and retention of technologies by successful ventures. The most notable of these is OpenAI, who has achieved their huge market share through the conversion of their \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F\" target=\"_blank\"\u003EGPT 3.5 model\u003C\u002Fa\u003E into the immensely successful ChatGPT API and web applications. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Femployees-are-hiding-their-ai-use-from-their-managers-heres-why\u002F\"\u003EEmployees are hiding their AI use from their managers. Here's why\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs more companies seek to emulate the success of companies like OpenAI, we may see more and more advanced technologies in Deep Learning not being released to the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-open-source-and-how-does-it-benefit-you\u002F\" target=\"_blank\"\u003Eopen-source\u003C\u002Fa\u003E community. This could affect startups if the gap between commercial and research model efficacy becomes insurmountable. \u003C\u002Fp\u003E\u003Cp\u003EAs the technologies get better, it may only be possible to achieve state of the art results of certain models like LLMs with truly massive resource allocations. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: How does DigitalOcean aim to level the playing field for startups and smaller businesses in AI development?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E Creating a level playing field in AI development is something that we, early on, recognized would be critical to the growth of the industry as a whole. While the top researchers in any field can justify large expenses, new startups seeking to capitalize on emerging technologies rarely have these luxuries. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwant-a-programming-job-in-2024-learning-any-language-helps-but-only-one-is-essential\u002F\"\u003EWant a programming job in 2024? Learning any language helps, but only one is essential\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn AI, this effect feels even more apparent. Training a Deep Learning model is almost always extremely expensive. This is a result of the combined function of resource costs for the hardware itself, data collection, and employees. \u003C\u002Fp\u003E\u003Cp\u003EIn order to ameliorate this issue facing the industry's newest players, we aim to achieve several goals for our users: Creating an easy-to-use environment, introducing an inherent replicability across our products, and providing access at as low costs as possible. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EBy creating the simple interface, startups don't have to burn time or money training themselves on our platform. They simply need to plug in their code and go! This lends itself well to the replicability of work on DigitalOcean: it's easy to share and experiment with code across all our products. Together, these combine to assist with the final goal of reducing costs. \u003C\u002Fp\u003E\u003Cp\u003EAt the end of the day, providing the most affordable experience with all of the functionality they require is the best way to meet startups needs. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: How important is it for AI development to be inclusive of smaller players, and what are the potential consequences if it is not?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E The truth of the matter is that developing AI is incredibly resource-intensive. The steady, practically exponential rate of increase for size and complexity of Deep Learning datasets and models means that smaller players could be unable to attain the required capital to keep up with the bigger players like FAANG companies [Facebook\u002FMeta, Apple, Amazon, Netflix, Google\u002FAlphabet]. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgen-ai-as-a-software-quality-tool-skepticism-is-fading-as-more-organizations-implement-it\u002F\"\u003EGen AI as a software quality tool? Skepticism is fading as more organizations implement it\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFurthermore, the vast majority of NVIDIA GPUs are being sold to hyperscalers like AWS or Google Cloud Platform. This makes it much more difficult for smaller companies to get access to these machines at affordable pricing due to the realities of the GPU supply chain. \u003C\u002Fp\u003E\u003Cp\u003EEffectively, these practices reduce the number of diverse research projects that can potentially get funding, and startups may find themselves hindered from pursuing their work due to simple low machine availability. In the long run, this could cause stagnation or even introduce dangerous biases into the development of AI in the future. \u003C\u002Fp\u003E\u003Cp\u003EAt DigitalOcean, we believe a rising tide raises all ships, and that by supporting independent developers, startups, and small startups, we support the industry as a whole. By providing affordable access with minimal overhead, our GPU Machines offer opportunities for greater democratization of AI development on the cloud. \u003C\u002Fp\u003E\u003Cp\u003EThrough this, we aim to give smaller companies the opportunity to use the powerful machines they need to continue pushing the AI revolution forward. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: What are the main misconceptions about AI development for startups and small businesses?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E The priority should always be split evenly on optimizing infrastructure as well as software development. At the end of the day, Deep Learning technologies are entirely reliant on the power of the machines on which they are trained or used for inference. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhy-data-is-the-achilles-heel-of-ai-and-every-other-business-plan\u002F\"\u003EWhy data is the Achilles Heel of AI (and every other business plan)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIt's common to meet people with fantastic ideas, but a misconception about how much work needs to be put into either of these areas. Startups can compensate for this with broad hiring practices to ensure that you do not end up stonewalled by the lack of development in a certain direction. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: How can smaller companies overcome the knowledge gap in AI technology and development?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E Hiring young entrepreneurs and enthusiasts making open-source technology popular is a great way to stay up on the knowledge you need to succeed. Of course, hiring PhD level senior developers and machine learning engineers will always give the greatest boost, but the young entrepreneurs popularizing these technologies are scrappy operators on the bleeding edge. \u003C\u002Fp\u003E\u003Cp\u003EIn the realms of popular technologies like Stable Diffusion and Llama LLM, we can see this in real time today. There are a plethora of different open source projects like \u003Ca href=\"https:\u002F\u002Fwww.comfy.org\u002F\"\u003EComfyUI\u003C\u002Fa\u003E or \u003Ca href=\"https:\u002F\u002Fwww.langchain.com\u002F\"\u003ELangChain\u003C\u002Fa\u003E that are taking the world by storm. It's through the use of both senior level, experienced engineers and newer developers of these entrepreneurial minded, but open source projects that I think startups can guarantee their future. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: What advice would you give to entrepreneurs looking to integrate AI into their business models?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E Consider open-source options first. There are so many new businesses out there that are essentially repackaging an existing, popular open-source resource, especially LLMs. That means it is relatively simple to implement for ourselves with a little practice. Any entrepreneur should learn the basic Python requirements needed to run basic LLMs, at the very least. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbusinesses-must-reinvent-themselves-in-the-age-of-agentic-ai\u002F\"\u003EBusinesses must reinvent themselves in the age of agentic AI\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: What future advancements in AI do you foresee that will particularly benefit startups and growing digital businesses?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E The cost of LLMs (especially for inference) is declining rapidly. Furthermore, the tooling and ecosystem of open-source model development is expanding rapidly. Combined, these are making AI accessible to startups of all scales, regardless of budget. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EZDNET: Any final thoughts or recommendations for startups looking to embark on their AI journey?\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDE:\u003C\u002Fstrong\u003E The emergence of LLMs like GPT signaled a major leap in AI capabilities. These models didn't just enhance existing applications; they opened doors to new possibilities, reshaping the landscape of AI development and its potential. \u003C\u002Fp\u003E\u003Cp\u003EThe scientists have built something that the engineers now can run with. AI is having an \"API\" moment and this time the entire development process has been upended. \u003C\u002Fp\u003E\u003Cp\u003EThere are still big open questions [like], \"How does one deal with non-deterministic APIs? What types of programming languages should we use to talk to this new intelligence? Do we use behavior-driven development, test-driven development, or AI-driven development?\" And more. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopen-source-fights-back-we-wont-get-patent-trolled-again\u002F\"\u003EOpen source fights back: 'We won't get patent-trolled again'\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe opportunity, however, is massive, and a whole new wave of category-defining startups will be created. \u003C\u002Fp\u003E\u003Ch2\u003E What do you think? \u003C\u002Fh2\u003E\u003Cp\u003EWhat do you think? Did Dillon's discussion give you any ideas about how to move forward with your AI projects? Let us know in the comments below. \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Emy weekly update newsletter\u003C\u002Fa\u003E, and follow me on Twitter\u002FX at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-18 09:00:00",timezone:"UTC",updated:c,published:c},description:"DigitalOcean's VP of AI reveals how startups can build AI solutions faster and cheaper to break down barriers in a field dominated by large corporations and hyperscalers.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"fd5f6500-0ec5-4d5b-9b1c-0e0ace7d72ce",image:{id:"8e1572d3-b469-420c-bacb-1f3fe4b86364",filename:"gettyimages-1494204903.jpg",dateCreated:{created:c,date:"2024-11-18 01:37:42",timezone:"UTC",updated:c,published:c},alt:"digital ocean",credits:"Yuichiro Chino\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F18\u002F8e1572d3-b469-420c-bacb-1f3fe4b86364\u002Fgettyimages-1494204903.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1228,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"the-hidden-challenges-of-ai-development-no-one-talks-about",startYear:c,summary:b,title:"The hidden challenges of AI development no one talks about",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"5d68ddc2-d682-11e4-9a74-d4ae52e95e57",slug:"developer",name:"Developer",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"4e6e4c2c-1c1c-4dd1-b3b2-5f5adb119895\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"filo\u002FGetty Images\" data-image-alt-text=\"sound waves\" data-image-filename=\"gettyimages-1496166058.jpg\" data-image-date-created=\"2024\u002F10\u002F01\" data-image-width=\"2139\" data-image-height=\"1402\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI am \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmy-ancestry-adventure-when-dna-testing-delivers-unexpected-and-unsettling-results\u002F\" target=\"_blank\"\u003Enot at all religious\u003C\u002Fa\u003E, but when I discovered this tool, I wanted to scream, \"This is the devil's work!\"\u003C\u002Fp\u003E\u003Cp\u003EWhen I played the audio included below for you to my editor, she slacked back, \"WHAT KIND OF SORCERY IS THIS?\" I've worked with her for 10 years, during which time we have slacked back and forth just about every day, and that's the first all-caps I've ever seen from her. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-chatgpt-scanned-170k-lines-of-code-in-seconds-and-saved-me-hours-of-work\u002F\"\u003EHow ChatGPT scanned 170k lines of code in seconds and saved me hours of work\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ELater, she shared with me, \"This is 100% the most terrifying thing I've seen so far in the generative AI race.\" \u003C\u002Fp\u003E\u003Cp\u003EIf you are at all interested in artificial intelligence, what I've found could shake you up as much as it did us. We may be at a watershed moment. \u003C\u002Fp\u003E\u003Cp\u003EIn this article, I'll demonstrate a service offered by Google. Please take a few minutes to listen to at least a bit of the two audio clips I'm going to share. I'll show you how they were created and how to make your own. Then we'll dive into the earthquake-level implications. \u003C\u002Fp\u003E\u003Cp\u003EFinally, please join me in the comments below to talk about this. I think we'll all need to do some processing about what this means. \u003C\u002Fp\u003E\u003Ch2\u003E The demonstration \u003C\u002Fh2\u003E\u003Cp\u003EWhat you're about to hear is a podcast discussion about one of my recent articles. \u003C\u002Fp\u003E\u003Cp\u003EAll I did was paste the text of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-thought-this-new-visionos-2-feature-was-just-a-gimmick-until-it-made-me-cry-into-my-vision-pro\u002F\"\u003Emy article about the too-real VR conversion of 2D images to 3D\u003C\u002Fa\u003E into \u003Ca href=\"https:\u002F\u002Fnotebooklm.google.com\u002F\"\u003EGoogle's NotebookLM service\u003C\u002Fa\u003E and click Generate. \u003C\u002Fp\u003E\u003Cp\u003ELet me be perfectly clear: the \"people\" in the broadcast are not real. The audio is entirely AI-generated.\u003C\u002Fp\u003E\u003Cp\u003ETo fully appreciate the implications of this technology, it's worth spending a few minutes reading my original article and then listening to at least one minute of \u003Ca href=\"https:\u002F\u002Fsoundcloud.com\u002Fdavid-610655510\u002Fnotebooklm-ai-demo?si=2fa91a4d61d9497b96ad4d4f31aac8d3&utm_source=clipboard&utm_medium=text&utm_campaign=social_sharing\"\u003Ethe six-minute audio track\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal article:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-thought-this-new-visionos-2-feature-was-just-a-gimmick-until-it-made-me-cry-into-my-vision-pro\u002F\"\u003EI thought this new VisionOS 2 feature was just a gimmick - until it made me cry into my Vision Pro\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EAI-generated audio track:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fsoundcloud.com\u002Fdavid-610655510\u002Fnotebooklm-ai-demo?si=2fa91a4d61d9497b96ad4d4f31aac8d3&utm_source=clipboard&utm_medium=text&utm_campaign=social_sharing\"\u003EClick here to listen\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EGo ahead, I'll wait. \u003C\u002Fp\u003E\u003Cp\u003EHere are a few things to notice: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EThe quality of the two people speaking in terms of both their voice fidelity and naturalness\u003C\u002Fli\u003E\u003Cli\u003EThe use of appropriate colloquialisms like \"water works\" for describing tears and crying\u003C\u002Fli\u003E\u003Cli\u003EThe completely organic nature of their banter and the fact that there even was banter\u003C\u002Fli\u003E\u003Cli\u003EHow well the \"human\" speakers get the concepts in the article, including the emotional aspects of reliving old memories\u003C\u002Fli\u003E\u003Cli\u003EOverall, how real this sounds, from intro to body to outro, it's indistinguishable from a real broadcast\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003ENext, let's take a moment to look at how this was generated. \u003C\u002Fp\u003E\u003Ch2\u003E What is NotebookLM? \u003C\u002Fh2\u003E\u003Cp\u003ENotebookLM is kind of a cross between Google Keep and the AI in Notion. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-notebooklm\u002F\"\u003EHow to use Google's AI-powered NotebookLM to organize your research\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe main data structure in NotebookLM is the notebook, which contains all your \"notes\" about a given project. Notes, called \"sources\" in NotebookLM, can be text you type into NotebookLM, similar to Keep. But they can also be PDFs, Google Docs or Slides, pasted text, audio files, YouTube links and web URLs.\u003C\u002Fp\u003E\u003Cp\u003ENotebookLM seems somewhat fussy about the format of the sources, because when I pasted the URL of my article, it couldn't read it. I had to copy the text and paste it in. I also found a PDF it couldn't read even though the PDF didn't appear locked or restricted.\u003C\u002Fp\u003E\u003Cp\u003EOnce you have all your sources in a notebook, you can ask NotebookLM's AI to do AI things with the data. You can get a summary. You can ask it to extract main points. You can ask it for an outline, and so on. The AI actions use just the source data provided in a given notebook, similar to how Notion's AI works only on the data uploaded into your own Notion account. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fin-a-surprise-twist-meta-is-suddenly-crushing-apple-in-the-innovation-battle\u002F\"\u003EIn a surprise twist, Meta is suddenly crushing Apple in the innovation battle\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe big surprise feature, the one I'm agog about here in this article, is the Generate button, which generates the realistic banter between the two podcast hosts you heard in the demo. \u003C\u002Fp\u003E\u003Cp\u003ERight now, NotebookLM is beta and free. \u003C\u002Fp\u003E\u003Ch2\u003E Creating your own audio (and a second demo) \u003C\u002Fh2\u003E\u003Cp\u003ELet's create another astonishing podcast discussion. This time, we'll use Jason Perlow's fascinating article on the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-fall-of-intel-how-gen-ai-helped-dethrone-a-giant-and-transform-computing-as-we-know-it\u002F\"\u003Efall of Intel\u003C\u002Fa\u003E as our source. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-notebooklm-can-discuss-your-notes-with-you-now-how-to-access-it-and-why-you-should\u002F\"\u003EGoogle's NotebookLM can discuss your notes with you now\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFirst, point your browser to \u003Ca href=\"https:\u002F\u002Fnotebooklm.google.com\u002F\"\u003ENotebookLM\u003C\u002Fa\u003E. You'll need to be logged into your Google account. Once you're logged in, you'll see a list of notebooks. This screenshot shows just my first test, the demo I showed above, plus some sample notebooks Google provides.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"bbef4426-ae46-4f8e-979a-60a7af1684a6\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"notebooks\" data-image-filename=\"notebooks.jpg\" data-image-date-created=\"2024\u002F09\u002F25\" data-image-width=\"2632\" data-image-height=\"1482\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EClicking on New Notebook takes us to the Add Sources screen. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"17755c16-d2f6-4f17-a7c2-17d402b2aea2\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"add-sources\" data-image-filename=\"add-sources.jpg\" data-image-date-created=\"2024\u002F09\u002F25\" data-image-width=\"2692\" data-image-height=\"1640\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EBecause I previously found it didn't process links to ZDNET articles properly, I just went down to the lower right corner and clicked on Paste Text. Then, having already cut the text from Jason's article, I pasted it into the data entry field. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"4d6d225b-e8ea-4e6c-ae7f-6a8f01c6c968\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"paste-text\" data-image-filename=\"paste-text.jpg\" data-image-date-created=\"2024\u002F09\u002F25\" data-image-width=\"2032\" data-image-height=\"1134\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAfter a few seconds, NotebookLM opens what it calls the Notebook Guide, a summary of sources and suggestions. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b86ef2f0-c6a3-49c9-bdb0-cd3a2a7320f9\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"notebook-guide\" data-image-filename=\"notebook-guide.jpg\" data-image-date-created=\"2024\u002F09\u002F25\" data-image-width=\"2698\" data-image-height=\"1672\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EOn the right is the Audio Overview section. Just click Generate. This takes a few minutes to generate a new podcast. Here's what we got back this time. \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal article:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-fall-of-intel-how-gen-ai-helped-dethrone-a-giant-and-transform-computing-as-we-know-it\u002F\"\u003EThe fall of Intel: How gen AI helped dethrone a giant and transform computing as we know it\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EAI-generated audio track:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fsoundcloud.com\u002Fdavid-610655510\u002Fperlow-on-intel?si=d234fb31fbb742e399d4b625a43d795a&utm_source=clipboard&utm_medium=text&utm_campaign=social_sharing\"\u003EClick here to listen\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EIf you want to export the file, you can click the three-dot menu and select download. The site downloads a WAV file, although you'll need to add the .WAV extension. And that's it. \u003C\u002Fp\u003E\u003Cp\u003EOne quick note: about four minutes in, there's one small error. The male voice repeats a sentence. I've made the same error in webcasts and broadcasts myself, but still. \u003C\u002Fp\u003E\u003Ch2\u003E The staggering implications \u003C\u002Fh2\u003E\u003Cp\u003EFirst, let's take a moment to appreciate just how incredible the results are. These two recordings demonstrate a depth of understanding, the ability to write a chatty dialog that's relevant, and the ability to add new information that's culturally relevant and even sensitive. And that's all before we get to the quality of the voices and even the vocal tones. \u003C\u002Fp\u003E\u003Cp\u003EPersonally, I first felt this as a gut punch. As a book author, the ability to \"give good radio\" is essential when doing book promotions and book tours. I've been honing my skills for more than 15 years, sweating it out with each appearance, and I'm still not as good as these two fake broadcasters. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-notebooklm-can-now-transform-youtube-videos-into-study-guides-heres-how\u002F\"\u003EGoogle's NotebookLM can now transform YouTube videos into study guides\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EYes, they were using my article (and later, Jason's) as fodder for their discussion. But output of this quality verges on making creators and content producers like me begin to feel the heat. NotebookLM had no options other than to speed up the speaking speed. Now imagine if you could choose the speakers, the styles, and maybe edit a little of the AI-generated script. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pullquote\" data-alignment=\"none\" data-quote=\"So it's not that we're suddenly able to fake real. It's that we're able to extend the fake further into reality. \"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThen, there's the whole question of what is real. \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-thought-this-new-visionos-2-feature-was-just-a-gimmick-until-it-made-me-cry-into-my-vision-pro\u002F#link={\" target=\"_blank\"\u003ELast week\u003C\u002Fa\u003E, I showed you how the Vision Pro made a 20-year-old snapshot of my long-gone kitty appear real right in front of my eyes. Now, I'm showing you how a tiny little feature in the corner of a Google notebook experiment can make up two entirely fabricated speakers that are indistinguishable from human. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fibm-will-train-you-in-ai-fundamentals-for-free-and-give-you-a-skill-credential-in-10-hours\u002F\"\u003EIBM will train you in AI fundamentals for free, and give you a skill credential - in 10 hours\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor years, we've had the ability to distort reality in Photoshop and other editing tools. Movie makers have used special effects to create fake reality in story telling. Even the very act of taking a picture on film alters reality a bit. \u003C\u002Fp\u003E\u003Cp\u003EThat picture of my cat was a 1\u002F250th of a second snapshot of her reality, and you could only see what the camera saw, and how the developing process (that was still film) reacted to the light in the film's emulsion. \u003C\u002Fp\u003E\u003Cp\u003ESo it's not that we're suddenly able to fake real. It's that we're able to extend the fake further into reality. A snapshot of a cat is different than seeing her, as if she was real, right in front of you. A computer-generated script is far different from hearing two broadcast professionals having a dynamic discussion about a topic of interest. \u003C\u002Fp\u003E\u003Cp\u003EThere's also the question of cost and speed. To be clear, it cost Google billions of dollars to turn my article into a podcast. But it cost me nothing. It also took moments. That's a huge reduction in the barrier of entry to content production. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-ways-to-write-better-chatgpt-prompts-and-get-the-results-you-want-faster\u002F\"\u003E6 ways to write better ChatGPT prompts - and get the results you want faster\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIt's also worrying that some companies are choosing to use AI-generated content rather than hiring professionals like me and Jason to do it. I've been working on this article for two days, because I've been trying to find just the right way to tell this story. \u003C\u002Fp\u003E\u003Cp\u003EBut when I fed the prompt \"write an article about the astonishing ability of Google's NotebookLM to create an audio podcast and the implications thereof\" into ChatGPT, I got a fairly well-considered article back in less than a minute. \u003C\u002Fp\u003E\u003Cp\u003EMy article is clearly deeper and more complete, drawing off the nuances of my personal style, as well as my experiences and choices. But the ChatGPT-generated version isn't bad. It wrote detailed thoughts on these five themes: \u003C\u002Fp\u003E\u003Col\u003E\u003Cli\u003EDemocratization of content creation\u003C\u002Fli\u003E\u003Cli\u003ETransformation of education and knowledge sharing\u003C\u002Fli\u003E\u003Cli\u003EImpact on the creative industry\u003C\u002Fli\u003E\u003Cli\u003ENew ethical questions\u003C\u002Fli\u003E\u003Cli\u003EChanging the economics of podcasting\u003C\u002Fli\u003E\u003C\u002Fol\u003E\u003Cp\u003EThat's impressive for a minute's work. \u003C\u002Fp\u003E\u003Cp\u003EGoogle's NotebookLM got me thinking about the kinds of services this might foreshadow. I do a lot of YouTube videos, and, to be honest, I'm running behind. Could I someday have something like this Generate feature create the talking head section of a YouTube video, making it seem as if I'm giving the performance? \u003C\u002Fp\u003E\u003Cp\u003EOn one hand, that might save me a ton of time and give me a chance to catch up on my backlog. But on the other hand, holy scary Batman! Do I want a simulacrum of me running around, saying gosh knows what, espousing beliefs I might disagree with or even find abhorrent? Or what if the AI itself hallucinates, ignores, or misinterprets its guardrails and spews something deeply inappropriate? It's \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-and-the-learnings-from-its-failed-tay-artificial-intelligence-bot\u002F\"\u003Enot like it's never happened before\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EHow many friends, constituents, and clients might see such a thing and not be able to tell it was a deepfake? How much of a mess would that be to clean up? Would it cost me a gig or a friendship, or hurt the feelings of someone I care for?\u003C\u002Fp\u003E\u003Cp\u003EI have always loved new technology. I have been fascinated by AI since I wrote one of the very earliest academic papers on the societal implications of AI, back in the days of wooden ships and iron programmers. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-apple-google-and-microsoft-can-save-us-from-ai-deepfakes\u002F\"\u003EHow Apple, Google, and Microsoft can save us from AI deepfakes\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBut I'm starting to have a better understand of how the \u003Ca href=\"https:\u002F\u002Fwww.smithsonianmag.com\u002Fhistory\u002Fwhat-the-luddites-really-fought-against-264412\u002F\"\u003ELuddites\u003C\u002Fa\u003E, those 19th-century textile workers who opposed the use of automation machinery, must have felt. \u003C\u002Fp\u003E\u003Cp\u003EAs impressed as I am by generative AI, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-ai-helped-get-my-music-on-all-the-major-streaming-services\u002F\"\u003Eas beneficial\u003C\u002Fa\u003E as I personally \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-used-chatgpt-and-ai-art-tools-to-launch-my-etsy-business-fast\u002F\"\u003Ehave found it\u003C\u002Fa\u003E, capabilities this advanced, which are merely harbingers of a vastly more advanced near future, well, they terrify me. \u003C\u002Fp\u003E\u003Cp\u003EOf course, there's the spam side of the equation. More and more, the algorithm is presenting me with narrow-focused YouTube videos on topics that interest me, only to find out after watching them that they're clearly AI-generated. Not only does the flood of these videos create unfair competition to real human creators, but they waste viewers' time. Worse, they're pushing out the real experts who might otherwise produce videos on those topics. \u003C\u002Fp\u003E\u003Ch2\u003EThe power of the human BS detector\u003C\u002Fh2\u003E\u003Cp\u003EBut here's the thing. When those AI-generated videos first came out, it could sometimes be unclear whether they were real or not. But after a year or so, it's now instantly obvious what's AI garbage and what's lovingly crafted by a human. \u003C\u002Fp\u003E\u003Cp\u003EYou can even tell by listening to the two sample podcasts I've provided. The first one rocked me to the core. And the second one is very, very good. But listen to one after the other and it's abundantly clear there's a pattern. We humans who have lived most or all of our lives in an intense media environment have finely tuned BS detectors. Give us a few years of this stuff, and we'll be able to see through even the best of generated AI.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-7-ai-content-detectors-theyre-getting-dramatically-better-at-identifying-plagiarism\u002F\"\u003EI tested 7 AI content detectors - they're getting dramatically better at identifying plagiarism\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe big question is whether the folks who pay creators will care. I think they will. There's no question that \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fmeet-the-team\u002Fjason-perlow\u002F\"\u003EJason Perlow\u003C\u002Fa\u003E, for example, writes technology articles with his own deep perspective. Much of what he writes about are fields we both know a lot about. \u003C\u002Fp\u003E\u003Cp\u003EBut I make sure to read his stuff, because I always learn from his unique perspective. I don't think that can be cloned by an AI, and that's why he has such a strong following of real people who value his unique voice and look forward to each new piece he produces. \u003C\u002Fp\u003E\u003Cp\u003ESo, while some publishers and media aggregators will always go for the cheap solutions, they'll all start to blend together, especially as AI algorithms begin to entrain based on a common, if enormous, block of training data. But ZDNET, with uniquely experienced writers like Jason and me, and our fearless editors, will always value the uniqueness, the human-ness, and the depth of perspective that only we bring -- and that, by extension, gives ZDNET its own unique identity among other top tech sites. \u003C\u002Fp\u003E\u003Cp\u003EThat's not something AI can do, and probably never will be able to. \u003C\u002Fp\u003E\u003Cp\u003EWhat do you think? Are you as concerned as I am? Did you find these demos impressive? Have you tried out NotebookLM yourself? Let us know in the comments below. \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Emy weekly update newsletter\u003C\u002Fa\u003E, and follow me on Twitter\u002FX at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-10-01 15:17:00",timezone:"UTC",updated:c,published:c},description:"I've been studying AI for years, and Google's new and oddly hidden AI podcast tool still astonishes me. Seriously, you have to hear this to believe it. But humans will beat the machines in the end. Here's why.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"d974b9cc-300b-4607-bad1-6431a5a1f8fe",image:{id:"4e6e4c2c-1c1c-4dd1-b3b2-5f5adb119895",filename:"gettyimages-1496166058.jpg",dateCreated:{created:c,date:"2024-10-01 15:16:15",timezone:"UTC",updated:c,published:c},alt:"sound waves",credits:"filo\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F10\u002F01\u002F4e6e4c2c-1c1c-4dd1-b3b2-5f5adb119895\u002Fgettyimages-1496166058.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2139,height:1402,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"googles-ai-podcast-tool-transforms-your-text-into-stunningly-lifelike-audio-for-free",startYear:c,summary:b,title:"Google's AI podcast tool transforms your text into stunningly lifelike audio - for free",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1050fa4d-ec91-11e3-95d2-02911863765e",slug:"google",name:"Google",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"b13e2c52-cdd7-466c-b65f-8503544f5e93\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"filo\u002FGetty Images\" data-image-alt-text=\"AI eye concept\" data-image-filename=\"gettyimages-1478400170.jpg\" data-image-date-created=\"2024\u002F08\u002F08\" data-image-width=\"2108\" data-image-height=\"1423\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWhen I first looked at whether it's possible to fight back against \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003EAI-generated\u003C\u002Fa\u003E plagiarism, and how that might work, it was January 2023, just a few months into the world's exploding awareness of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E. More than a year later, it feels like we've been exploring \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E for years, but we've only looked at the issue for about 18 months.\u003C\u002Fp\u003E\u003Cp\u003EIn any case, this is an updated version of that original January 2023 article. When I first tested GPT detectors, I used three: the \u003Ca href=\"https:\u002F\u002Fopenai-openai-detector.hf.space\u002F\" target=\"_blank\"\u003EGPT-2 Output Detector\u003C\u002Fa\u003E (this is a different URL than we published before), \u003Ca href=\"https:\u002F\u002Fwriter.com\u002Fai-content-detector\u002F\" target=\"_blank\"\u003EWriter.com AI Content Detector\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fcontentatscale.ai\u002Fai-content-detector\u002F\" target=\"_blank\"\u003EContent at Scale AI Content Detection\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt\u002F\"\u003EHow to use ChatGPT: Everything you need to know\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe best result was 66% correct, from the GPT-2 Output Detector. I did another test in October 2023 and added three more: \u003Ca href=\"https:\u002F\u002Fgptzero.me\" target=\"_blank\"\u003EGPTZero\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zerogpt.com\" target=\"_blank\"\u003EZeroGPT\u003C\u002Fa\u003E (yes, they're different), and \u003Ca href=\"https:\u002F\u002Fx.writefull.com\u002Fgpt-detector\" target=\"_blank\"\u003EWritefull's GPT Detector\u003C\u002Fa\u003E. Now, in the summer of 2024, I'm adding \u003Ca href=\"https:\u002F\u002Fquillbot.com\u002Fai-content-detector\" target=\"_blank\"\u003EQuillBot\u003C\u002Fa\u003E and a commercial service, \u003Ca href=\"https:\u002F\u002Foriginality.ai\u002F\" target=\"_blank\"\u003EOriginality.ai\u003C\u002Fa\u003E, to the mix. \u003C\u002Fp\u003E\u003Cp\u003EIn October 2023, I removed the Writer.com AI Content Detector from our test suite because it failed back in January 2023, it failed again in October, and it failed now. See below for a comment from the company, which their team sent me after the original article was published in January.\u003C\u002Fp\u003E\u003Cp\u003EBefore I go on, though, we should discuss plagiarism and how it relates to our problem. Merriam-Webster defines \"\u003Ca href=\"https:\u002F\u002Fwww.merriam-webster.com\u002Fdictionary\u002Fplagiarizing\" target=\"_blank\"\u003Eplagiarize\u003C\u002Fa\u003E\" as \"to steal and pass off (the ideas or words of another) as one's own; use (another's production) without crediting the source.\" \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThis definition fits AI-created content well. While someone using an AI tool like \u003Ca href=\"https:\u002F\u002Fwww.notion.so\u002Fproduct\u002Fai\"\u003ENotion AI\u003C\u002Fa\u003E or \u003Ca href=\"https:\u002F\u002Fchat.openai.com\u002F\"\u003EChatGPT\u003C\u002Fa\u003E isn't stealing content, if that person doesn't credit the words as coming from an AI and claims them as their own, it still meets the dictionary definition of plagiarism. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-art-generator\u002F\"\u003EThe best AI image generators to try\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn this experimental article, I've asked ChatGPT to help out. My words are in normal and bold text. The AI's words are italicized. After each AI-generated section, I'll show the results of the detectors. At the end of the article, we'll look at how well the detectors performed overall. \u003C\u002Fp\u003E\u003Cp\u003EHere are the test results for the above text, which I wrote myself: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EGPT-2 Output Detector:\u003C\u002Fstrong\u003E 99.98% real \u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EContent at Scale AI Content Detection:\u003C\u002Fstrong\u003E 100% highly likely to be human!\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EGPTZero: \u003C\u002Fstrong\u003EYour text is likely to be written entirely by a human\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EZeroGPT:\u003C\u002Fstrong\u003E 22% AI GPT Your Text is Most Likely Human written\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EWritefull GPT Detector: \u003C\u002Fstrong\u003E1% likely this comes from GPT-3, GPT-4 or ChatGPT\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginality.ai:\u003C\u002Fstrong\u003E 84% Original 16% AI\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EQuillBot:\u003C\u002Fstrong\u003E 45% of text is likely AI-generated\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003EHuman-written content: \u003C\u002Fstrong\u003E5-of-7 correct \u003C\u002Fp\u003E\u003Cp\u003EBefore we move on, let's discuss what I'll consider a \"correct\" analysis. If the score is numeric, anything above 80% will be counted as a correct analysis, and that's being generous. If the score has a summary, I'll look at the summary and make a judgment.  \u003C\u002Fp\u003E\u003Cp\u003EWith that, let's dig in some more. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EExplain why ChatGPT can be a real problem for teachers and editors when it comes to plagiarism\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EChatGPT is a variant of the GPT (Generative Pre-trained Transformer) language model developed by OpenAI. It is designed to generate human-like text by predicting the next word or phrase in a given input sequence. While ChatGPT can be a useful tool for generating text and responding to prompts, it can also be a problem for teachers and editors when it comes to plagiarism.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F4-ways-to-overcome-your-biggest-worries-about-generative-ai\u002F\"\u003E4 ways to overcome your biggest worries about generative AI\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EOne of the main reasons why ChatGPT can be a problem for teachers and editors is that it can generate text that is very similar to that of real human writers. This means that students or other individuals could potentially use ChatGPT to generate text that they could then submit as their own work, thereby committing plagiarism.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EFor teachers and editors, detecting whether a given piece of text was generated by ChatGPT or written by a human can be very difficult, as the generated text may not contain any obvious errors or discrepancies that would reveal its artificial origin. This can make it difficult for teachers and editors to identify and prevent plagiarism, as they may not be able to tell whether a given piece of text is original or copied from another source.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EOverall, ChatGPT and other similar language models can be a problem for teachers and editors when it comes to plagiarism because they can generate text that is difficult to distinguish from that written by humans, making it easier for students and other individuals to commit plagiarism without being detected.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EGPT-2 Output Detector:\u003C\u002Fstrong\u003E 99.69% real\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EContent at Scale AI Content Detection:\u003C\u002Fstrong\u003E Hard to tell\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EGPTZero: \u003C\u002Fstrong\u003E100% AI\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EZeroGPT:\u003C\u002Fstrong\u003E 100% AI\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EWritefull GPT Detector: \u003C\u002Fstrong\u003E12% likely this comes from GPT-3, GPT-4 or ChatGPT\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginality.ai: \u003C\u002Fstrong\u003E100% AI\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EQuillBot:\u003C\u002Fstrong\u003E 83% of text is likely AI-generated\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003EAI-written content: \u003C\u002Fstrong\u003E4-of-7 correct \u003C\u002Fp\u003E\u003Cp\u003ERemember, text shown in \u003Cem\u003Eitalics\u003C\u002Fem\u003E was generated by the AI. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EShow me at least three ways that I can detect ChatGPT was used to produce a piece of text\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EThere are several ways that you can potentially detect whether ChatGPT or another language model was used to produce a piece of text. Here are three potential approaches you could use:\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Col\u003E\u003Cli\u003E\u003Cem\u003E\u003Cstrong\u003ELook for repetitive or unusual patterns in the text:\u003C\u002Fstrong\u003E One way to detect whether a language model was used to generate a piece of text is to look for repetitive or unusual patterns in the writing. For example, language models may repeat certain phrases or word combinations, or use unusual or inconsistent sentence structures.\u003C\u002Fem\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cem\u003E\u003Cstrong\u003ECheck for lack of originality:\u003C\u002Fstrong\u003E Another way to detect whether a language model was used to generate a piece of text is to check for a lack of originality in the writing. If a piece of text appears to be copied from another source, or if it contains information that is widely available on the internet or in other sources, it could be a sign that it was generated by a language model.\u003C\u002Fem\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cem\u003E\u003Cstrong\u003EUse a plagiarism checker:\u003C\u002Fstrong\u003E Finally, you can use a plagiarism checker to check whether a piece of text appears to be copied from another source. While a plagiarism checker may not be able to definitively determine whether a language model was used to generate a piece of text, it can help you identify instances of copying or paraphrasing from other sources.\u003C\u002Fem\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003ENote when the answer is obviously wrong:\u003C\u002Fstrong\u003E I talked about this in my \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-notion-ai-writing-helper-write-this-article\u002F\" target=\"_blank\"\u003ENotion AI review\u003C\u002Fa\u003E, where I spotlighted some text the AI wrote with seeming authority, but which was blatantly wrong. If a student or writer doesn't have full command of the topic being discussed, they may not spot the inaccuracies and leave them in the AI-generated response. Of course, incorrect statements aren't just the purview of an AI writing tool. Many bloggers and commenters, for example, repeat statements made by other bloggers, creating an \u003Ca href=\"https:\u002F\u002Fieeexplore.ieee.org\u002Fdocument\u002F4755503\"\u003Eecho chamber\u003C\u002Fa\u003E of completely \"false facts\", showing that while intelligence may be artificial, stupidity is a universal trait.\u003C\u002Fli\u003E\u003C\u002Fol\u003E\u003Cp\u003E\u003Cem\u003EKeep in mind that it can be difficult to definitively determine whether a language model was used to generate a piece of text, and these methods may not always be effective. However, they can be useful tools to help you identify potential instances of language model-generated text.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cp\u003EIn this set of tests, only the italicized content above was run through the checker suite.\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EGPT-2 Output Detector:\u003C\u002Fstrong\u003E 99.98% fake\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EContent at Scale AI Content Detection:\u003C\u002Fstrong\u003E Passes as human\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EGPTZero: \u003C\u002Fstrong\u003E100% AI\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EZeroGPT:\u003C\u002Fstrong\u003E 99.69% AI GPT Your Text is AI\u002FGPT Generated\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EWritefull GPT Detector: \u003C\u002Fstrong\u003E79% likely this comes from GPT-3, GPT-4 or ChatGPT\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginality.ai:\u003C\u002Fstrong\u003E 100% AI\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EQuillBot:\u003C\u002Fstrong\u003E 100% of text is likely AI-generated\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003EAI-written content: \u003C\u002Fstrong\u003E5-of-7 correct \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EList three plagiarism checkers that can detect ChatGPT text\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EIt is worth noting that there is currently no plagiarism checker that is specifically designed to detect text generated by ChatGPT or other language models. While some plagiarism checkers may be able to identify certain characteristics of language model-generated text that could indicate its artificial origin, there is no guarantee that they will be able to definitively determine whether a piece of text was generated by a language model.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EWith that said, here are three plagiarism checkers that you might consider using to help identify potential instances of language model-generated text:\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Col\u003E\u003Cli\u003E\u003Cem\u003E\u003Cstrong\u003ETurnitin:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.turnitin.com\u002F\"\u003ETurnitin\u003C\u002Fa\u003E is a popular plagiarism checker that is widely used by schools and universities. It compares a piece of text to a database of other texts to identify instances of copying or paraphrasing. While it may not be able to definitively determine whether a piece of text was generated by a language model, it could potentially identify certain characteristics of language model-generated text that could indicate its artificial origin.\u003C\u002Fem\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cem\u003E\u003Cstrong\u003EPlagScan:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.plagscan.com\u002Fen\u002F\"\u003EPlagScan\u003C\u002Fa\u003E is another plagiarism checker that compares a piece of text to a database of other texts to identify instances of copying or paraphrasing. Like Turnitin, it may be able to identify certain characteristics of language model-generated text that could indicate its artificial origin, but it is not specifically designed to detect language model-generated text.\u003C\u002Fem\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cem\u003E\u003Cstrong\u003ECopyleaks:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fcopyleaks.com\u002F\"\u003ECopyleaks\u003C\u002Fa\u003E is a plagiarism checker that uses advanced machine learning algorithms to scan a piece of text and compare it to a database of other texts to identify instances of copying or paraphrasing. While it may be able to identify certain characteristics of language model-generated text, it is not specifically designed to detect language model-generated text.\u003C\u002Fem\u003E\u003C\u002Fli\u003E\u003C\u002Fol\u003E\u003Cp\u003E\u003Cem\u003EIt is worth noting that no plagiarism checker is completely foolproof, and there is always the possibility that a piece of language model-generated text could escape detection. Therefore, it is important to use plagiarism checkers as just one part of a larger strategy to detect and prevent plagiarism.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EGPT-2 Output Detector:\u003C\u002Fstrong\u003E 99.58% real\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EContent at Scale AI Content Detection:\u003C\u002Fstrong\u003E Passes as human\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EGPTZero: \u003C\u002Fstrong\u003E100% AI\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EZeroGPT:\u003C\u002Fstrong\u003E 100% AI GPT\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EWritefull GPT Detector: \u003C\u002Fstrong\u003E86% likely this comes from GPT-3, GPT-4 or ChatGPT\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginality.ai: \u003C\u002Fstrong\u003E100% AI\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EQuillBot:\u003C\u002Fstrong\u003E 100% of text is likely AI-generated\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003EAI-written content: \u003C\u002Fstrong\u003E5-of-7 correct \u003C\u002Fp\u003E\u003Ch2\u003E Online AI plagiarism checkers \u003C\u002Fh2\u003E\u003Cp\u003EMost plagiarism detectors are used to compare writing against a corpus of other writing. For example, when a student turns in an essay, a product like Turnitin scans the submitted essay against a huge library of essays in its database, and other documents and text on the internet to determine if the submitted essay contains already-written content. \u003C\u002Fp\u003E\u003Cp\u003EHowever, the AI-writing tools generate original content, at least in theory. Yes, they build their content from whatever they've been trained on, but the words they construct are somewhat unique for each composition. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-pulls-its-own-ai-detection-tool-because-it-was-performing-so-poorly\u002F\"\u003EOpenAI pulls its own AI detection tool because it was performing so poorly\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs such, the plagiarism checkers mentioned above probably won't work because the AI-generated content probably didn't exist in, say, another student's paper. \u003C\u002Fp\u003E\u003Cp\u003EIn this article, we're just looking at GPT detectors. But plagiarism is a big problem, and as we've seen, some choose to define plagiarism as something you claim as yours that you didn't write, while others choose to define plagiarism as something written by someone else that you claim is yours. \u003C\u002Fp\u003E\u003Cp\u003EThat distinction was never a problem until now. Now that we have non-human writers, the plagiarism distinction is more nuanced. It's up to every teacher, school, editor, and institution to decide exactly where that line is drawn. \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EGPT-2 Output Detector:\u003C\u002Fstrong\u003E 99.56% real\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EContent at Scale AI Content Detection:\u003C\u002Fstrong\u003E Passes as human\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EGPTZero:\u003C\u002Fstrong\u003E 98% human\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EZeroGPT:\u003C\u002Fstrong\u003E 16.82 AI Your text is human written\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EWritefull GPT Detector: \u003C\u002Fstrong\u003E7% likely this comes from GPT-3, GPT-4 or ChatGPT\u003Cbr\u003E \u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginality.ai:\u003C\u002Fstrong\u003E 84% Original 16% AI\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EQuillBot:\u003C\u002Fstrong\u003E 0% of text is likely AI-generated\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003EHuman-written content: \u003C\u002Fstrong\u003E7-of-7 correct \u003C\u002Fp\u003E\u003Ch2\u003E Overall results \u003C\u002Fh2\u003E\u003Cp\u003EOverall, test results this time are dramatically better than they have been with previous tests.  \u003C\u002Fp\u003E\u003Cp\u003EIn our previous runs, none of the tests got everything right. This time, three of the seven services tested got the results correct 100% of the time. \u003C\u002Fp\u003E\u003Ctable\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003ETest\u003C\u002Ftd\u003E\u003Ctd\u003EOverall\u003C\u002Ftd\u003E\u003Ctd\u003EHuman\u003C\u002Ftd\u003E\u003Ctd\u003EAl\u003C\u002Ftd\u003E\u003Ctd\u003EAl\u003C\u002Ftd\u003E\u003Ctd\u003EAl\u003C\u002Ftd\u003E\u003Ctd\u003EHuman\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EGPT-2 Output Detector\u003C\u002Ftd\u003E\u003Ctd\u003E60%\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003EFail\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003EFail\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EContent at Scale Al Content Detection\u003C\u002Ftd\u003E\u003Ctd\u003E40%\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003EFail\u003C\u002Ftd\u003E\u003Ctd\u003EFail\u003C\u002Ftd\u003E\u003Ctd\u003EFail\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EGPTZero\u003C\u002Ftd\u003E\u003Ctd\u003E100%\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EZeroGPT\u003C\u002Ftd\u003E\u003Ctd\u003E100%\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EWritefull GPT Detector\u003C\u002Ftd\u003E\u003Ctd\u003E80%\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003EFail\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EOriginality.ai\u003C\u002Ftd\u003E\u003Ctd\u003E100%\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EQuillBot\u003C\u002Ftd\u003E\u003Ctd\u003E80%\u003C\u002Ftd\u003E\u003Ctd\u003EFail\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003Ctd\u003ECorrect\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Cp\u003EWhile the overall results have improved dramatically, I would not be comfortable relying solely on these tools to validate a student's content. As has been shown, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcould-someone-falsely-accuse-you-of-using-ai-generated-text-this-could-be-why\u002F\" target=\"_blank\"\u003Ewriting from non-native speakers often gets rated as generated by an AI\u003C\u002Fa\u003E, and even though my hand-crafted content has no longer been rated as AI, there were a few paragraphs flagged by the testers as possibly being AI-based. So, I would advocate caution before relying on the results of any (or all) of these tools. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcould-someone-falsely-accuse-you-of-using-ai-generated-text-this-could-be-why\u002F\"\u003ECould someone falsely accuse you of using AI-generated text? This could be why\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003ELet's look at the individual testers and see how each performed. \u003C\u002Fp\u003E\u003Ch2\u003EGPT-2 Output Detector (Accuracy 60%) \u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fopenai-openai-detector.hf.space\u002F\"\u003EThis first tool\u003C\u002Fa\u003E was built using a machine-learning hub managed by New York-based AI company \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002F\"\u003EHugging Face\u003C\u002Fa\u003E. While the \u003Ca href=\"https:\u002F\u002Ftechcrunch.com\u002F2021\u002F03\u002F11\u002Fhugging-face-raises-40-million-for-its-natural-language-processing-library\u002F\"\u003Ecompany has received $40 million in funding\u003C\u002Fa\u003E to develop its natural language library, the GPT-2 detector appears to be a user-created tool using the Hugging Face Transformers library. Of the six tests I ran, it was accurate for four of them. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d9848b43-deb2-41c6-9b92-a6b297ed9145\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"GPT-2 Output Detector\" data-image-filename=\"gpt-2-output-detector-2023-01-08-17-59-34.jpg\" data-image-date-created=\"2023\u002F01\u002F11\" data-image-width=\"1039\" data-image-height=\"689\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EWriter.com AI Content Detector (Accuracy N\u002FA) \u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"http:\u002F\u002FWriter.com\"\u003EWriter.com\u003C\u002Fa\u003E is a service that generates AI writing, oriented towards corporate teams. Its \u003Ca href=\"https:\u002F\u002Fwriter.com\u002Fai-content-detector\u002F\"\u003EAI Content Detector\u003C\u002Fa\u003E tool can scan for generated content. Unfortunately, I found this tool unreliable, and it failed to generate results -- exactly the same way it did in January 2023. \u003C\u002Fp\u003E\u003Cp\u003EAfter this article was originally published in January, the folks at Writer.com reached out to ZDNET. CEO May Habib had this comment to share: \u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003EDemand for the AI detector has skyrocketed. Traffic has grown 2-3x per week since we launched it a couple months ago. We've now got the necessary scaling behind it to make sure it doesn't go down, and our goal is to keep it free - and up to date to catch the latest models' outputs, including ours. If AI output is going to be used verbatim, it absolutely should be attributed. \t \t \t\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"fdaeb8b9-91bb-483c-9ae0-2021a634604f\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"Writer.com AI Content Detector\" data-image-filename=\"ai-content-detector-gpt-3-chatgpt-writer-2023-01-08-18-07-07.jpg\" data-image-date-created=\"2023\u002F01\u002F11\" data-image-width=\"1675\" data-image-height=\"1086\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EContent at Scale AI Content Detection (Accuracy 40%) \u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fcontentatscale.ai\u002Fai-content-detector\u002F\" target=\"_blank\"\u003EThe third tool\u003C\u002Fa\u003E I found was also produced by an AI content generation firm. \u003Ca href=\"https:\u002F\u002Fcontentatscale.ai\u002F\" target=\"_blank\"\u003EContent at Scale\u003C\u002Fa\u003E pitches itself as \"We Help SEO-Focused Content Marketers by Automating Content Creation.\" Its marketing call to action is, \"Upload a list of keywords and get 2,600+ word blog posts that bypass AI content detection -- all with no human intervention!\" Disturbingly, the results got worse from January -- back then, it was 50% accurate. It has not improved since. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"5479207f-2eb2-4689-ba47-8c74f8504d9e\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"Content at Scale AI Content Detection\" data-image-filename=\"free-ai-detector-ai-content-detection-for-gpt-3-chatgpt-2023-01-08-18-12-18.jpg\" data-image-date-created=\"2023\u002F01\u002F11\" data-image-width=\"1633\" data-image-height=\"1072\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EGPTZero (Accuracy 100%) \u003C\u002Fh2\u003E\u003Cp\u003EIt's not entirely clear what drives \u003Ca href=\"https:\u002F\u002Fgptzero.me\" target=\"_blank\"\u003EGPTZero\u003C\u002Fa\u003E. The company is hiring engineers and sales folks, and it runs on AWS, so there are expenses and sales involved. However, all I could find about a service offering was a place where you could register for a free account to scan more than the 5,000 words offered without login. If you're interested in this service for GPT detection, you'll have to see if they'll respond to you with more details. Accuracy has increased since the last time I ran these tests. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"8a4ad1b9-0761-4822-89f1-69ee1cf4d12f\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"gptzero\" data-image-filename=\"gptzero.jpg\" data-image-date-created=\"2023\u002F07\u002F26\" data-image-width=\"1986\" data-image-height=\"2034\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EZeroGPT (Accuracy 100%) \u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zerogpt.com\u002F\" target=\"_blank\"\u003EZeroGPT\u003C\u002Fa\u003E seems to have matured as a service since we last looked at it. When we last looked, no company name was listed, and the site was peppered with Google ads with no apparent strategy for monetization. The service worked fairly well but seemed sketchy as heck. \u003C\u002Fp\u003E\u003Cp\u003EThat sketchy-as-heck feeling is now gone. ZeroGPT presents as any other SaaS service, complete with pricing, company name, contact information, and all the rest. It still performs quite well, so perhaps the developers decided to turn their working code into more of a working business. Accuracy increased as well. Good for them.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"4479d3ae-e086-41ed-9d08-b8010b85844c\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"zerogpt\" data-image-filename=\"zerogpt.jpg\" data-image-date-created=\"2023\u002F07\u002F27\" data-image-width=\"1844\" data-image-height=\"1421\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EWritefull GPT Detector (Accuracy 80%) \u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fx.writefull.com\" target=\"_blank\"\u003EWritefull\u003C\u002Fa\u003E sells writing support services, as well as a free taste of its tools. The \u003Ca href=\"https:\u002F\u002Fx.writefull.com\u002Fgpt-detector\" target=\"_blank\"\u003EGPT detector\u003C\u002Fa\u003E is fairly new and worked fairly well. Although not fully accurate, it did improve from 60% accurate to 80% accurate with my tests. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"3efd4d2e-dd62-4fca-942d-c3b2cd693ac2\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"writefull\" data-image-filename=\"writefull.jpg\" data-image-date-created=\"2023\u002F07\u002F27\" data-image-width=\"2588\" data-image-height=\"1506\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EOriginality.ai (Accuracy 100%, sort of) \u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Foriginality.ai\u002F\" target=\"_blank\"\u003EOriginality.ai\u003C\u002Fa\u003E is a commercial service that bills itself as both an AI checker and a plagiarism checker. The company sells its services based on usage credits. To give you an idea, all the scans I did for this article used a total of 30 usage credits. The company sells 2,000 credits a month for $12.95 per month. I pumped about 1,400 words through the system and used only 1.5% of the monthly allocation. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"9988a013-879c-480a-a76e-fe1b9b1e3eb5\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"originality-ai\" data-image-filename=\"originality-ai.jpg\" data-image-date-created=\"2024\u002F06\u002F20\" data-image-width=\"3680\" data-image-height=\"2032\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EResults were great for the AI checker, but they failed 3 out of 5 times when it came to using the service as a plagiarism checker. The following screenshot claims that the text pasted in was 0% plagiarised: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"2b9c0e96-7b7d-4b5b-b107-e2feaadf738e\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"plag1\" data-image-filename=\"plag1.jpg\" data-image-date-created=\"2024\u002F06\u002F20\" data-image-width=\"3696\" data-image-height=\"1678\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThat's wrong since all the text pasted into it was from this article, which has been published online for 18 months. I thought, perhaps, that the plagiarism scanner couldn't read ZDNET content, but that's not the case, as this screenshot shows: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0c3dee5d-7c21-4ab9-aaf6-3798afea3f30\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"plag2\" data-image-filename=\"plag2.jpg\" data-image-date-created=\"2024\u002F06\u002F20\" data-image-width=\"3100\" data-image-height=\"1676\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ETo be fair, I didn't set out to check plagiarism checkers in this article. But since I'm using source material I know I pulled from my existing article, I figured the plagiarism checker would have slammed all of them as 100% plagiarized. In any case, Originality.ai did well on the part we set out to test, the AI checker. They get points for that.   \u003C\u002Fp\u003E\u003Ch2\u003E QuillBot (Accuracy 80%-ish) \u003C\u002Fh2\u003E\u003Cp\u003ENothing is ever easy. The first time I ran my first test through \u003Ca href=\"https:\u002F\u002Fquillbot.com\u002Fai-content-detector\" target=\"_blank\"\u003EQuillBot\u003C\u002Fa\u003E, it said that 45% of the text was likely generated by an AI. It wasn't. I wrote it. But then, after completing all the other tests, I returned to QuillBot to grab a screenshot for this section, fed it the same text that generated the 45% score, and, as you can see, it now reports 0% AI. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"9a2bffb3-b4cc-433a-bdae-e8b1d94cb1a9\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"cleanshot-2024-08-07-at-14-09-582x\" data-image-filename=\"cleanshot-2024-08-07-at-14-09-582x.jpg\" data-image-date-created=\"2024\u002F08\u002F07\" data-image-width=\"2972\" data-image-height=\"1684\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ESo, what are we to make of this result? Sadly, I didn't grab a screenshot of the first time I tested this text, but it highlights the concern with relying too much on AI detectors because they are also quite capable of hallucination.  \u003C\u002Fp\u003E\u003Ch2\u003EWhat about OpenAI's own ChatGPT detector?\u003C\u002Fh2\u003E\u003Cp\u003EWell, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-pulls-its-own-ai-detection-tool-because-it-was-performing-so-poorly\u002F\" target=\"_blank\"\u003EOpenAI pulled it\u003C\u002Fa\u003E last year because the detector wasn't particularly accurate. \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwill-openais-new-ai-detection-tool-put-an-end-to-student-cheating\u002F\" target=\"_blank\"\u003ENow, it's supposed to be 99% accurate\u003C\u002Fa\u003E. That's a little tough to believe because ChatGPT itself is far from 100% accurate. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwill-openais-new-ai-detection-tool-put-an-end-to-student-cheating\u002F\"\u003EWill OpenAI's new AI detection tool put an end to student cheating?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBut, in any case, as my ZDNET buddy Steven Vaughan-Nichols writes, it's not available yet. We'll give it a spin when it's released for public use. Stay tuned.\u003C\u002Fp\u003E\u003Ch2\u003E Final thoughts\u003Cbr\u003E \u003C\u002Fh2\u003E\u003Cp\u003EFirst, I'll let ChatGPT have its say: \u003Cem\u003EAI-driven plagiarism is a growing problem, as AI tools like Notion AI and ChatGPT can generate text that is difficult to distinguish from that written by humans. There are several ways to detect whether a piece of text was generated by an AI, such as looking for repetitive or unusual patterns, checking for a lack of originality, or using a plagiarism checker. Plagiarism checkers like Turnitin, PlagScan, and Copyleaks may be able to identify certain characteristics of language model-generated text, but they are not foolproof.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cp\u003EEven the specialty tools I found were woefully unsuited to the task. There was some limited improvement over my tests in January. However, I certainly wouldn't feel comfortable threatening a student's academic standing or accusing them of cheating based on the results of these tools. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsurprise-ai-chatbots-dont-increase-student-cheating-afterall-new-research-finds\u002F\"\u003ESurprise! AI chatbots don't increase student cheating after all, research finds\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EAt this point, I don't think we're ready to let AI fight AI. Instead, we'll have to rely on human perception (which means folks have to pay attention) to identify works generated by an AI. \u003C\u002Fp\u003E\u003Cp\u003EDon't immediately assume that something is machine-generated. Just because something is stupid, or wildly inaccurate, doesn't mean it was not written by a human. As we all know, humans can write some bad stuff on their own. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-perplexity-pro-help-you-code-it-aced-my-programming-tests-thanks-to-gpt-4\u002F\"\u003ECan Perplexity Pro help you code? It aced my programming tests - thanks to GPT-4\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESo, what do you think? Can you tell if a piece is AI-generated? Have you used these AI writing tools in the months since they suddenly became available? Do you think they're a help or hindrance to education and journalism? Let us know in the comments below. Here's how ChatGPT answered this:\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EAs a language model, I can't see or interact with physical pieces of writing, so I can't tell if a piece is AI-generated or not. However, I can tell you that there are several AI writing tools that are available, and they can be used to generate a wide range of written content, including news articles, fiction, poetry, and more.\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EI don't have personal experience using these tools since I am just a computer program and don't have the ability to browse the internet or use physical tools. However, I can tell you that some people have found AI writing tools to be helpful in education and journalism, as they can save time and effort by automating certain tasks. Others have expressed concerns about the potential for these tools to be used to produce misleading or biased content or to replace human writers. Ultimately, whether AI writing tools are a help or hindrance depends on how they are used and the context in which they are used.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cp\u003ESo, yeah, there's that. \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Emy weekly update newsletter\u003C\u002Fa\u003E, and follow me on Twitter\u002FX at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-08-08 14:50:00",timezone:"UTC",updated:c,published:c},description:"Three of the seven AI detectors I tested correctly identified AI-generated content 100% of the time. This is up from zero during my last round of tests.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"6255e7b1-7fe3-4692-8acb-f2d94517934d",image:{id:"b13e2c52-cdd7-466c-b65f-8503544f5e93",filename:"gettyimages-1478400170.jpg",dateCreated:{created:c,date:"2024-08-08 14:45:48",timezone:"UTC",updated:c,published:c},alt:"AI eye concept",credits:"filo\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F08\u002F08\u002Fb13e2c52-cdd7-466c-b65f-8503544f5e93\u002Fgettyimages-1478400170.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2108,height:1423,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"i-tested-7-ai-content-detectors-theyre-getting-dramatically-better-at-identifying-plagiarism",startYear:c,summary:b,title:"I tested 7 AI content detectors - they're getting dramatically better at identifying plagiarism",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"113c25b6-ec91-11e3-95d2-02911863765e",slug:"security",name:"Security",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"2c87ef21-10d6-11e4-9732-00505685119a",username:"jperlow",profileUrl:c,email:c,firstName:"Jason",lastName:"Perlow",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"8ee616a1-94ee-439e-9574-58f014ae5ef0",filename:"jason-perlow.jpg",dateCreated:{created:c,date:"2022-08-05 15:08:37",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002F8ee616a1-94ee-439e-9574-58f014ae5ef0\u002Fjason-perlow.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Jason Perlow is a technologist with over two decades of experience integrating large heterogeneous multi-vendor computing environments in Fortune 500 companies.",profile:c,title:"Senior Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"42e77c5d-7d1d-4fba-a6b6-4b25a1e6e11e\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Serhii Prystupa\u002FGetty Images\" data-image-alt-text=\"metal balls\" data-image-filename=\"gettyimages-2172589600.jpg\" data-image-date-created=\"2024\u002F11\u002F07\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIn the rapidly evolving landscape of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative artificial intelligence\u003C\u002Fa\u003E (Gen AI), large language models (LLMs) such as \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F\" target=\"_blank\"\u003EOpenAI's GPT-4\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-updates-gemini-and-gemma-on-vertex-ai-and-gives-imagen-a-text-to-live-image-generator\u002F\" target=\"_blank\"\u003EGoogle's Gemma\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-inches-toward-open-source-ai-with-new-llama-3-1\u002F\" target=\"_blank\"\u003EMeta's LLaMA 3\u003C\u002Fa\u003E, Mistral.AI, Falcon, and other AI tools are becoming indispensable business assets. \u003C\u002Fp\u003E\u003Cp\u003EOne of the most promising advancements in this domain is Retrieval Augmented Generation (RAG). But what exactly is RAG, and how can it be integrated with your business documents and knowledge? \u003C\u002Fp\u003E\u003Ch2\u003EWhat is RAG?\u003C\u002Fh2\u003E\u003Cp\u003ERAG is an approach that combines Gen AI LLMs with information retrieval techniques. Essentially, RAG allows LLMs to access external knowledge stored in databases, documents, and other information repositories, enhancing their ability to generate accurate and contextually relevant responses.\u003C\u002Fp\u003E\u003Cp\u003EAs Maxime Vermeir, senior director of AI strategy at \u003Ca href=\"https:\u002F\u002Fwww.abbyy.com\u002F\"\u003EABBYY\u003C\u002Fa\u003E, a leading company in document processing and AI solutions, explained: \"RAG enables you to combine your vector store with the LLM itself. This combination allows the LLM to reason not just on its own pre-existing knowledge but also on the actual knowledge you provide through specific prompts. This process results in more accurate and contextually relevant answers.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmake-room-for-rag-how-gen-ais-balance-of-power-is-shifting\u002F\" target=\"_blank\"\u003EMake room for RAG: How Gen AI's balance of power is shifting\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis capability is especially crucial for businesses that need to extract and utilize specific knowledge from vast, unstructured data sources, such as PDFs, Word documents, and other file formats. As Vermeir details in his blog, \u003Ca href=\"https:\u002F\u002Fwww.abbyy.com\u002Fblog\u002Fgetting-started-with-rag\u002F\"\u003ERAG empowers organizations to harness the full potential of their data\u003C\u002Fa\u003E, providing a more efficient and accurate way to interact with AI-driven solutions.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EWhy RAG is important for your organization\u003C\u002Fh2\u003E\u003Cp\u003ETraditional LLMs are trained on vast datasets, often called \"world knowledge.\" However, this generic training data is not always applicable to specific business contexts. For instance, if your business operates in a niche industry, your internal documents and proprietary knowledge are far more valuable than generalized information.\u003C\u002Fp\u003E\u003Cp\u003EMaxime noted: \"When creating an LLM for your business, especially one designed to enhance customer experiences, it's crucial that the model has deep knowledge of your specific business environment. This is where RAG comes into play, as it allows the LLM to access and reason with the knowledge that truly matters to your organization, resulting in accurate and highly relevant responses to your business needs.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-best-open-source-ai-models-all-your-free-to-use-options-explained\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EThe best open-source AI models: All your free-to-use options explained\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EBy integrating RAG into \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F2024-is-the-year-of-generative-ai-implementation-and-optimization\u002F\" target=\"_blank\"\u003Eyour AI strategy\u003C\u002Fa\u003E, you ensure that your LLM is not just a generic tool but a specialized assistant that understands the nuances of your business operations, products, and services.\u003C\u002Fp\u003E\u003Ch2\u003EHow RAG works with vector databases\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"01dcd059-264f-4a20-8e0f-39b251519f7f\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EDepiction of how a typical RAG data pipeline works.\u003C\u002Fp\u003E\" data-image-credit=\"Intel\u002FLFAI & Data Foundation\" data-image-alt-text=\"unnamed.png\" data-image-filename=\"unnamed.png\" data-image-date-created=\"2024\u002F09\u002F03\" data-image-width=\"1600\" data-image-height=\"900\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAt the heart of RAG is the concept of vector databases. A vector database stores data in vectors, which are numerical data representations. These vectors are created through a process known as embedding, where chunks of data (for example, text from documents) are transformed into mathematical representations that the LLM can understand and retrieve when needed.\u003C\u002Fp\u003E\u003Cp\u003EMaxime elaborated: \"Using a vector database begins with ingesting and structuring your data. This involves taking your structured data, documents, and other information and transforming it into numerical embeddings. These embeddings represent the data, allowing the LLM to retrieve relevant information when processing a query accurately.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgenerative-ais-biggest-challenge-is-showing-the-roi-heres-why\u002F\"\u003EGenerative AI's biggest challenge is showing the ROI - here's why\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis process allows the LLM to access specific data relevant to a query rather than relying solely on its general training data. As a result, the responses generated by the LLM are more accurate and contextually relevant, reducing the likelihood of \"hallucinations\" -- a term used to describe \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-7-ai-content-detectors-theyre-getting-dramatically-better-at-identifying-plagiarism\u002F\" target=\"_blank\"\u003EAI-generated content that is factually incorrect or misleading\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Ch2\u003EPractical steps to integrate RAG into your organization\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EAssess your data landscape\u003C\u002Fstrong\u003E: Evaluate the documents and data your organization generates and stores. Identify the key sources of knowledge that are most critical for your business operations.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EChoose the right tools\u003C\u002Fstrong\u003E: Depending on your existing infrastructure, you may opt for cloud-based RAG solutions offered by providers like AWS, Google, Azure, or Oracle. Alternatively, you can explore \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-ai-even-be-open-source-its-complicated\u002F\" target=\"_blank\"\u003Eopen-source tools and frameworks\u003C\u002Fa\u003E that allow for more customized implementations.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EData preparation and structuring\u003C\u002Fstrong\u003E: Before feeding your data into a vector database, ensure it is properly formatted and structured. This might involve converting PDFs, images, and other unstructured data into an easily embedded format.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EImplement vector databases\u003C\u002Fstrong\u003E: Set up a vector database to store your data's embedded representations. This database will serve as the backbone of your RAG system, enabling efficient and accurate information retrieval.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EIntegrate with LLMs\u003C\u002Fstrong\u003E: Connect your vector database to an LLM that supports RAG. Depending on your security and performance requirements, this could be a cloud-based LLM service or an on-premises solution.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003ETest and optimize\u003C\u002Fstrong\u003E: Once your RAG system is in place, conduct thorough testing to ensure it meets your business needs. Monitor performance, accuracy, and the occurrence of any hallucinations, and make adjustments as needed.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EContinuous learning and improvement\u003C\u002Fstrong\u003E: RAG systems are dynamic and should be continually updated as your business evolves. Regularly update your vector database with new data and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftrain-ai-models-with-your-own-data-to-mitigate-risks\u002F\" target=\"_blank\"\u003Ere-train your LLM to ensure it remains relevant and effective\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EImplementing RAG with open-source tools\u003C\u002Fh2\u003E\u003Cp\u003ESeveral open-source tools can help you implement RAG effectively within your organization:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.langchain.com\u002F\"\u003E\u003Cstrong\u003ELangChain\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E is a versatile tool that enhances LLMs by integrating retrieval steps into conversational models. LangChain supports dynamic information retrieval from databases and document collections, making LLM responses more accurate and contextually relevant.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.llamaindex.ai\u002F\"\u003E\u003Cstrong\u003ELlamaIndex\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E is an advanced toolkit that allows developers to query and retrieve information from various data sources, enabling LLMs to access, understand, and synthesize information effectively. LlamaIndex supports complex queries and integrates seamlessly with other AI components.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fhaystack.deepset.ai\u002F\"\u003E\u003Cstrong\u003EHaystack\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E is a comprehensive framework for building customizable, production-ready RAG applications. Haystack connects models, vector databases, and file converters into pipelines that can interact with your data, supporting use cases like question-answering, semantic search, and conversational agents.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fweaviate\u002FVerba\"\u003E\u003Cstrong\u003EVerba\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E is an open-source RAG chatbot that simplifies exploring datasets and extracting insights. It supports local deployments and integration with LLM providers like OpenAI, Cohere, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-huggingchat-everything-about-the-new-open-source-ai-chatbot\u002F\" target=\"_blank\"\u003EHuggingFace\u003C\u002Fa\u003E. Verba's core features include seamless data import, advanced query resolution, and accelerated queries through semantic caching, making it ideal for creating sophisticated RAG applications.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fphoenix.arize.com\u002F\"\u003E\u003Cstrong\u003EPhoenix\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E focuses on \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhen-implementing-ai-first-train-your-managers\u002F\" target=\"_blank\"\u003EAI observability and evaluation\u003C\u002Fa\u003E. It offers tools like LLM Traces for understanding and troubleshooting LLM applications and LLM Evals for assessing applications' relevance and toxicity. Phoenix supports embedding, RAG, and structured data analysis for A\u002FB testing and drift analysis, making it a robust tool for improving RAG pipelines.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.mongodb.com\u002F\"\u003E\u003Cstrong\u003EMongoDB\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E is a powerful NoSQL database designed for scalability and performance. Its document-oriented approach supports data structures similar to JSON, making it a popular choice for managing large volumes of dynamic data. MongoDB is well-suited for web applications and real-time analytics, and it integrates with RAG models to provide robust, scalable solutions.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.nvidia.com\u002Fen-us\u002F\"\u003E\u003Cstrong\u003ENvidia\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E offers a range of tools that support RAG implementations, including the \u003Ca href=\"https:\u002F\u002Fwww.nvidia.com\u002Fen-us\u002Fai-data-science\u002Fproducts\u002Fnemo\u002F\"\u003ENeMo\u003C\u002Fa\u003E framework for building and fine-tuning AI models and \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FNVIDIA\u002FNeMo-Guardrails\"\u003ENeMo Guardrails\u003C\u002Fa\u003E for adding programmable controls to conversational AI systems. \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FNVIDIA-Merlin\u002FMerlin\"\u003ENVIDIA Merlin\u003C\u002Fa\u003E enhances data processing and recommendation systems, which can be adapted for RAG, while \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Ftriton-inference-server\u002Fserver\"\u003ETriton Inference Server\u003C\u002Fa\u003E provides scalable model deployment capabilities. NVIDIA's \u003Ca href=\"https:\u002F\u002Fwww.nvidia.com\u002Fen-us\u002Fdata-center\u002Fdgx-platform\u002F\"\u003EDGX platform\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fdeveloper.nvidia.com\u002Frapids\"\u003ERapids software libraries\u003C\u002Fa\u003E also offer the necessary computational power and acceleration for handling large datasets and embedding operations, making them valuable components in a robust RAG setup.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.ibm.com\" target=\"_blank\"\u003E\u003Cstrong\u003EIBM\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E has released its \u003Ca href=\"https:\u002F\u002Fwww.ibm.com\u002Fgranite\u002Fdocs\u002F\" target=\"_blank\"\u003EGranite 3.0 LLM\u003C\u002Fa\u003E and its derivative \u003Ca href=\"https:\u002F\u002Fhuggingface.co\u002Fibm-granite\u002Fgranite-3.0-8b-instruct\" target=\"_blank\"\u003EGranite-3.0-8B-Instruct\u003C\u002Fa\u003E, which has built-in \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fibm-granite-community\u002Fgranite-snack-cookbook\u002Fblob\u002Fmain\u002Frecipes\u002FAI-Agents\u002FAgentic_RAG.ipynb\" target=\"_blank\"\u003Eretrieval capabilities for agentic AI.\u003C\u002Fa\u003E It's also released \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FDS4SD\u002Fdocling\" target=\"_blank\"\u003EDocling\u003C\u002Fa\u003E, an MIT-licensed document conversion system that \u003Ca href=\"https:\u002F\u002Fresearch.ibm.com\u002Fblog\u002Fdocling-generative-AI\" target=\"_blank\"\u003Esimplifies the process\u003C\u002Fa\u003E of converting unstructured documents into JSON and Markdown files, making them easier for LLMs and other foundation models to process.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fopea.dev\u002F\"\u003E\u003Cstrong\u003EOpen Platform for Enterprise AI (OPEA):\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E Contributed as a sandbox project by Intel, the \u003Ca href=\"https:\u002F\u002Flfaidata.foundation\u002F\"\u003ELF AI & Data Foundation's\u003C\u002Fa\u003E new initiative aims to standardize and develop open-source RAG pipelines for enterprises. The OPEA platform includes \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fopea-project\"\u003Einterchangeable building blocks for generative AI systems, architectural blueprints, and a four-step assessment\u003C\u002Fa\u003E for grading performance and readiness to accelerate AI integration and address critical RAG adoption pain points.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EImplementing RAG with major cloud providers\u003C\u002Fh2\u003E\u003Cp\u003EThe \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-cloud-computing-everything-you-need-to-know-about-the-cloud\u002F\" target=\"_blank\"\u003Ehyperscale cloud providers\u003C\u002Fa\u003E offer multiple tools and services that allow businesses to develop, deploy, and scale RAG systems efficiently.\u003C\u002Fp\u003E\u003Ch3\u003EAmazon Web Services (AWS)\u003C\u002Fh3\u003E\u003Cul\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Faws.amazon.com\u002Fbedrock\u002F\"\u003E\u003Cstrong\u003EAmazon Bedrock\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E is a fully managed service that provides high-performing foundation models (FMs) with capabilities to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-create-an-app\u002F\" target=\"_blank\"\u003Ebuild generative AI applications\u003C\u002Fa\u003E. Bedrock automates vector conversions, document retrievals, and output generation.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Faws.amazon.com\u002Fkendra\u002F\"\u003E\u003Cstrong\u003EAmazon Kendra\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E is an enterprise search service offering an optimized Retrieve API that enhances RAG workflows with high-accuracy search results.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Faws.amazon.com\u002Fsagemaker\u002Fjumpstart\u002F\"\u003E\u003Cstrong\u003EAmazon SageMaker JumpStart\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E provides a machine learning (ML) hub offering prebuilt ML solutions and foundation models that accelerate RAG implementation.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ful\u003E\u003Ch3\u003EGoogle Cloud\u003C\u002Fh3\u003E\u003Cul\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fcloud.google.com\u002Fvertex-ai\u002Fdocs\u002Fvector-search\u002Foverview\"\u003E\u003Cstrong\u003EVertex AI Vector Search\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E is a purpose-built tool for storing and retrieving vectors at high volume and low latency, enabling real-time data retrieval for RAG systems.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fcloud.google.com\u002Fblog\u002Fproducts\u002Fdatabases\u002Fannouncing-vector-support-in-postgresql-services-to-power-ai-enabled-applications\"\u003E\u003Cstrong\u003Epgvector Extension in Cloud SQL and AlloyDB\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E adds vector query capabilities to databases, enhancing generative AI applications with faster performance and larger vector sizes.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fcloud.google.com\u002Fvertex-ai\u002Fgenerative-ai\u002Fdocs\u002Freasoning-engine\u002Foverview\"\u003E\u003Cstrong\u003ELangChain on Vertex AI\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E: Google Cloud supports using LangChain to enhance RAG systems, combining real-time data retrieval with enriched LLM prompts.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ful\u003E\u003Ch3\u003EMicrosoft Azure\u003C\u002Fh3\u003E\u003Cul\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Flearn.microsoft.com\u002Fen-us\u002Fazure\u002Fmachine-learning\u002Fconcept-retrieval-augmented-generation?view=azureml-api-2\"\u003E\u003Cstrong\u003EAzure Machine Learning with RAG (Preview)\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E allows for easy implementation through \u003Ca href=\"https:\u002F\u002Fazure.microsoft.com\u002Fen-us\u002Fproducts\u002Fai-services\u002Fopenai-service\" target=\"_blank\"\u003EAzure OpenAI Service\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Flearn.microsoft.com\u002Fen-us\u002Fazure\u002Fmachine-learning\u002Fhow-to-create-vector-index?view=azureml-api-2\" target=\"_blank\"\u003EFAISS (vector) Index Lookup\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fazure.microsoft.com\u002Fen-us\u002Fproducts\u002Fai-services\u002Fai-search\" target=\"_blank\"\u003EAzure AI Search\u003C\u002Fa\u003E, along with tools for data chunking, vector storage, and seamless integration into MLOps workflows.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ful\u003E\u003Ch3\u003EOracle Cloud Infrastructure (OCI)\u003C\u002Fh3\u003E\u003Cul\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.oracle.com\u002Fartificial-intelligence\u002Fgenerative-ai\u002Fagents\u002F\"\u003E\u003Cstrong\u003EOCI Generative AI Agents\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E offers RAG as a managed service integrating with OpenSearch as the knowledge base repository. For more customized RAG solutions, Oracle's vector database, available in Oracle Database 23c, can be utilized with Python and Cohere's text embedding model to build and query a knowledge base.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fblogs.oracle.com\u002Fdatabase\u002Fpost\u002Foracle-database-23c-the-next-long-term-support-release\"\u003E\u003Cstrong\u003EOracle Database 23c\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E supports vector data types and facilitates building RAG solutions that can interact with extensive internal datasets, enhancing the accuracy and relevance of AI-generated responses.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ful\u003E\u003Ch3\u003ECisco Webex\u003C\u002Fh3\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.webex.ai\u002F\" target=\"_blank\"\u003EWebex AI Agent and AI Assistant\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E feature integrated RAG capabilities for seamless data retrieval, simplifying backend processes. Unlike other systems that need complex setups, this cloud-based environment allows businesses to focus on customer interactions. Additionally, Cisco's \"bring-your-own-LLM\" model lets users integrate preferred language models, such as those from OpenAI via Azure or Amazon Bedrock.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EConsiderations and best practices when using RAG\u003C\u002Fh2\u003E\u003Cp\u003EIntegrating AI with business knowledge through RAG offers great potential but comes with challenges. Successfully implementing RAG requires more than just deploying the right tools. The approach demands a deep understanding of your data, careful preparation, and thoughtful integration into your infrastructure.\u003C\u002Fp\u003E\u003Cp\u003EOne major challenge is the risk of \"garbage in, garbage out.\" If the data fed into your vector databases is poorly structured or outdated, the AI's outputs will reflect these weaknesses, leading to inaccurate or irrelevant results. Additionally, managing and maintaining vector databases and LLMs can strain IT resources, especially in organizations lacking \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fwant-to-be-a-data-scientist-do-these-4-things-according-to-business-leaders\u002F\" target=\"_blank\"\u003Especialized AI and data science expertise\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F5-ways-cios-can-manage-the-business-demand-for-generative-ai\u002F\"\u003E5 ways CIOs can manage the business demand for generative AI\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAnother challenge is resisting the urge to treat RAG as a one-size-fits-all solution. Not all business problems require or benefit from RAG, and depending too heavily on this technology can lead to inefficiencies or missed opportunities to apply simpler, more cost-effective solutions.\u003C\u002Fp\u003E\u003Cp\u003ETo mitigate these risks, investing in high-quality data curation is important, as well as ensuring your data is clean, relevant, and regularly updated. It's also crucial to clearly understand the specific business problems you aim to solve with RAG and align the technology with your strategic goals.\u003C\u002Fp\u003E\u003Cp\u003EAdditionally, consider using small pilot projects to refine your approach before scaling up. Engage cross-functional teams, including IT, data science, and business units, to ensure that RAG is integrated to complement \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthree-ways-to-create-the-right-data-culture-in-your-business\u002F\" target=\"_blank\"\u003Eyour overall digital strategy\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-15 21:07:00",timezone:"UTC",updated:c,published:c},description:"RAG helps turn AI from a generic tool into your specialized assistant. Here's how.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"6eda513f-fd6e-442c-92ee-9f90825adc40",image:{id:"42e77c5d-7d1d-4fba-a6b6-4b25a1e6e11e",filename:"gettyimages-2172589600.jpg",dateCreated:{created:c,date:"2024-11-07 20:22:38",timezone:"UTC",updated:c,published:c},alt:"metal balls",credits:"Serhii Prystupa\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F07\u002F42e77c5d-7d1d-4fba-a6b6-4b25a1e6e11e\u002Fgettyimages-2172589600.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"want-generative-ai-llms-integrated-with-your-business-data-you-need-rag",startYear:c,summary:b,title:"Want generative AI LLMs integrated with your business data? You need RAG",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1029c8e8-ec91-11e3-95d2-02911863765e",slug:"data-management",name:"Data Management",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"10f422bf-ec91-11e3-95d2-02911863765e",slug:"open-source",name:"Open Source",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"5d68ddc2-d682-11e4-9a74-d4ae52e95e57",slug:"developer",name:"Developer",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"959fd179-8245-11e3-b21f-14feb5ca9861",username:"joemckendrick",profileUrl:c,email:c,firstName:"Joe",lastName:"McKendrick",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"aadf959a-c685-4b4b-b144-e92dc3ac4cae",filename:"joe-mckendrick.jpg",dateCreated:{created:c,date:"2020-01-11 16:46:27",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2020\u002F01\u002F11\u002Faadf959a-c685-4b4b-b144-e92dc3ac4cae\u002Fjoe-mckendrick.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Joe McKendrick is an author and independent analyst who tracks the impact of information technology on management and markets. As an independent analyst, he has authored numerous research reports in partnership with Forbes Insights, IDC, and Unisphere Research, a division of Information Today, Inc. Joe speaks frequently on cloud, data, and enterprise computing topics at industry events and Webcasts. He is co-author, along with 16 leading industry leaders and thinkers, of the SOA Manifesto, which outlines the values and guiding principles of service orientation. In a previous life, Joe served as director of the Administrative Management Society (AMS), an international professional association dedicated to advancing knowledge within the IT and business management fields. He is a graduate of Temple University.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"35fb2a5d-746d-434c-ad79-186e04f8c1be\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Westend61\u002FGetty Images\" data-image-alt-text=\"burnout\" data-image-filename=\"gettyimages-962630998.jpg\" data-image-date-created=\"2023\u002F09\u002F25\" data-image-width=\"2119\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWhile information technology work -- development, engineering, administration, hand-holding -- is considered among the world's most preferable jobs, it is also a source of unending burnout. Major causes include excessive workloads, excessive hours worked, lack of recognition, and lack of challenges, explains Nick Kolakowski in a recent Dice \u003Ca href=\"https:\u002F\u002Fwww.dice.com\u002Fcareer-advice\u002Fwork-overload-biggest-cause-tech-worker-burnout\" target=\"_blank\"\u003Ereport\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003ELet's look closer at those first two factors -- excessive workloads and hours. While there are many activities tech professionals need to pursue all at once, one thing that clogs their days up more than anything is the overwhelming number of glitches, outages, breaches, and other incidents that demand their attention. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-microsoft-recover-from-the-collapse-of-its-surface-business\u002F\"\u003ECan Microsoft recover from the collapse of its Surface business?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhen systems glitch, end users and customers can get extremely frustrated. They wonder: isn't anyone minding the store? The answer, of course, is there are IT teams minding the store. But they're getting just as frustrated as anyone else dealing with issues that arise. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EBusiness' leaders ought to be frustrated, too, because there's a real cost to their organizations as well. Incidents can cost large companies more than $100 million a year, according to a recent \u003Ca href=\"https:\u002F\u002Fwww.shoreline.io\u002Fconstellation-report-2023\" target=\"_blank\"\u003Eanalysis\u003C\u002Fa\u003E and survey out of Constellation Research. \"Even more eye-opening, 49% of those incidents are straightforward and repetitive, and can be automated away,\" the report's author, Andy Thurai of Constellation Research, observes. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-announces-first-developer-conference-everything-we-know-so-far\u002F\"\u003EOpenAI announces first developer conference: Everything we know so far\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EMore than half of 317 IT managers responding to the Constellation survey, 57%, indicate that they get more incidents than they can handle. \"This is alarming, especially because the number of incidents is continuing to increase and incident response teams are already overwhelmed,\" according to Thurai. \"Poor incident response experience with repetitive, manual toil can lead to employee attrition. In fact, it is cited as the top cause of employee attrition by many incident responders.\"\u003C\u002Fp\u003E\u003Cp\u003EAdd a lack of organizational support and awareness to the mix. \"Leadership lacks visibility into top incidents, team toil, team burnout, and incident response costs,\" Thurai observes. \"Continuing with older practices leads to too many alerts, creating alert fatigue.\"\u003C\u002Fp\u003E\u003Cp\u003EWhile there are some robust tools and platforms on the market that help automate and alleviate this pain, the growth of cloud, analytics, and distributed systems has made incident response only more complex. \"Incidents, both major and minor, are more frequent than expected,\" the survey shows. Plus, \"the current way of responding to incidents is broken.\" \u003C\u002Fp\u003E\u003Cp\u003EThere has been some progress in the five years since Constellation's previous survey on this topic. In both cases, more than one-third report more than five major incidents within the past 12 months with their production cloud infrastructures. (Thirty-four percent this year, down slightly from 38% five years ago.) \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmy-two-favorite-chatgpt-plus-plugins-and-the-remarkable-things-i-can-do-with-them\u002F\"\u003EMy two favorite ChatGPT Plus plugins and the remarkable things I can do with them\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"In other words, companies have not reduced the rate of major incidents with their production cloud infrastructure,\" Thurai, points out. He cites rising rates of cloud adoption and newer applications in deployment, and the continued prevalence of manual processes to respond to IT incidents. Couple that with a shortage of skilled IT personnel, who are already overwhelmed with multiple demands.\u003C\u002Fp\u003E\u003Cp\u003EIT managers are almost unanimous that something needs to be done, the Constellation survey shows. Nine in ten agree that companies with a high degree of automation have the most effective incident response. The same number state that \"application downtime is a top cause of customer dissatisfaction and churn.\"\u003C\u002Fp\u003E\u003Cp\u003ESome of the actions Thurai recommends to reduce burnout and alert fatigue include the following:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EAutomate as much as possible.\u003C\u002Fstrong\u003E This should ultimately include self-healing capabilities. \"They can be pre- or post-automation remediation measures to avoid incidents.\"\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EEducate and train:\u003C\u002Fstrong\u003E Help IT staff become \"more knowledgeable so they can solve incidents without escalating.\"\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EGet the business on board:\u003C\u002Fstrong\u003E \"Every board member should be asking these questions of their IT executives: If a major incident happened to us, how would you manage it? Would we be able to handle it and prove to our customers that we are worthy of their trust, or would we botch it and cease to exist? If we are not prepared now, how can we get prepared? Ask for a plan of action and proof. Be willing to fund what's necessary to make this happen.\"\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003ETake a team approach: \u003C\u002Fstrong\u003EThurai advocates for the \"automated creation of collaboration or war rooms,\" as well as the \"immediate creation of conference or video call links associated with the incident to reduce the need for manual intervention and save valuable time during major incidents.\"\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EJust as important as these more direct actions to address incident fatigue is providing a rewarding, meaningful, and -- yes, I'll say it -- fun workplace atmosphere for all levels of professionals. It's time to recognize the hard work that goes into building digital businesses.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2023-09-25 14:30:32",timezone:"UTC",updated:c,published:c},description:"Nine in ten IT managers agree that companies with a high degree of automation have the most effective incident response.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"3216cc2f-4820-4b96-8cc9-218bc5d76106",image:{id:"35fb2a5d-746d-434c-ad79-186e04f8c1be",filename:"gettyimages-962630998.jpg",dateCreated:{created:c,date:"2023-09-25 14:16:32",timezone:"UTC",updated:c,published:c},alt:"burnout",credits:"Westend61\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F09\u002F25\u002F35fb2a5d-746d-434c-ad79-186e04f8c1be\u002Fgettyimages-962630998.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2119,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Business^Digital Transformation",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"why-it-growth-is-only-leading-to-more-burnout-and-what-should-be-done-about-it",startYear:c,summary:b,title:"Why IT growth is only leading to more burnout, and what should be done about it",topic:{id:"4bbd52b3-12fc-4183-9f2a-1274944fbf8d",slug:"digital-transformation",name:"Digital Transformation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"4bbd52b3-12fc-4183-9f2a-1274944fbf8d",slug:"digital-transformation",name:"Digital Transformation",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10279ab0-ec91-11e3-95d2-02911863765e",slug:"data-centers",name:"Data Centers",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"959fd179-8245-11e3-b21f-14feb5ca9861",username:"joemckendrick",profileUrl:c,email:c,firstName:"Joe",lastName:"McKendrick",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"aadf959a-c685-4b4b-b144-e92dc3ac4cae",filename:"joe-mckendrick.jpg",dateCreated:{created:c,date:"2020-01-11 16:46:27",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2020\u002F01\u002F11\u002Faadf959a-c685-4b4b-b144-e92dc3ac4cae\u002Fjoe-mckendrick.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Joe McKendrick is an author and independent analyst who tracks the impact of information technology on management and markets. As an independent analyst, he has authored numerous research reports in partnership with Forbes Insights, IDC, and Unisphere Research, a division of Information Today, Inc. Joe speaks frequently on cloud, data, and enterprise computing topics at industry events and Webcasts. He is co-author, along with 16 leading industry leaders and thinkers, of the SOA Manifesto, which outlines the values and guiding principles of service orientation. In a previous life, Joe served as director of the Administrative Management Society (AMS), an international professional association dedicated to advancing knowledge within the IT and business management fields. He is a graduate of Temple University.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"62ac94ed-45c5-4ce1-bdce-093843401034\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"gremlin\u002FGetty Images\" data-image-alt-text=\"exec-vr-gettyimages-1367549726\" data-image-filename=\"exec-vr-gettyimages-1367549726.jpg\" data-image-date-created=\"2023\u002F09\u002F21\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EEvery company may be now a technology company, but it may only be a clever catchphrase. A recent \u003Ca href=\"https:\u002F\u002Fwww.accenture.com\u002Fus-en\u002Finsights\u002Fstrategy\u002Fstrategy-pace-technology\" target=\"_blank\"\u003Esurvey\u003C\u002Fa\u003E out of Accenture finds only 21% of companies have advanced their strategy development to \"integrate technology in a meaningful way.\"\u003C\u002Fp\u003E\u003Cp\u003EThe problem is business executives may be able to use laptops and mobile phones, but that's where \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fprofessional-development\u002F5-ways-to-boost-your-skills-and-increase-your-career-opportunities\u002F\" target=\"_blank\"\u003Etheir grasp of technology trails\u003C\u002Fa\u003E off. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fone-in-four-tech-professionals-are-ready-to-leave-their-jobs-survey-reveals\u002F\"\u003EOne in four tech professionals are ready to leave their jobs\u003C\u002Fa\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"The stumbling block may be the way you and your leadership team think -- or limit your thinking -- about technology,\" the Accenture authors relate. \"You expect your executive team to demonstrate a comprehensive understanding of your products and customers, your business model, and your balance sheet. There should be a similar expectation that those same executives have an equally fluent understanding of technology and its potential for your business. Yet that's not the case at many companies.\"\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051358\" data-copy=\"ZDNET Innovation Weekly\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIn some organizations, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fprofessional-development\u002F5-ways-to-boost-your-skills-and-increase-your-career-opportunities\u002F\" target=\"_blank\"\u003Etech-savvy goes all the way to the top\u003C\u002Fa\u003E, other industry experts observe. At JPMorgan Chase, for instance, the bank's CEO, Jamie Dimon, demonstrated an intimate understanding of technology in its annual report. \"He talks about the journey to the cloud, about how difficult it is, and how many applications they have to refactor,\" observes \u003Ca href=\"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fgursteif\u002F\" target=\"_blank\"\u003EGur Steif\u003C\u002Fa\u003E, president of digital business automation at BMC Software. \u003C\u002Fp\u003E\u003Cp\u003E\"What struck me isn't the fact that he has 4,000 applications, or that it's easy or difficult, or any of that,\" Steif continues. \"The thing that struck me is that five years ago, you wouldn't have the CEO of a bank talking about refactoring applications. Now we have the CEO of a bank talking about how many applications they have, and how they have to refactor them in order to take advantage of the cloud.\"  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002F5-ways-to-attract-top-tech-talent-according-to-these-business-leaders\u002F\"\u003E5 ways to attract top tech talent, according to these business leaders\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you are fluent in technology, your role may soon expand \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Flow-code-and-no-code-meant-for-citizen-developers-but-embraced-by-it\u002F\" target=\"_blank\"\u003Ebeyond coding and development\u003C\u002Fa\u003E. Technology professionals need to become educators, providing executives with a crash course -- along with regular updates, of course -- in technology essentials. Here are some ways to educate upward.  \u003C\u002Fp\u003E\u003Ch2\u003E1. Present data on business success stories\u003C\u002Fh2\u003E\u003Cp\u003EThe Accenture authors identified \"tech-forward\" enterprises -- with business leaders who have a solid grasp of technology -- and found they tend to outperform their peers. \"Before and during the pandemic, these companies were 2.3X more likely to outperform peers in terms of revenue growth and return on invested capital.\" \u003C\u002Fp\u003E\u003Ch2\u003E2. Get receptive sponsors on board\u003C\u002Fh2\u003E\u003Cp\u003EIf you are not in the C-suite yet, you need a champion with access to his or her colleagues.   \u003C\u002Fp\u003E\u003Ch2\u003E3. Develop estimates of the impact of technologies \u003C\u002Fh2\u003E\u003Cp\u003ETechnologists in tech-forward companies \"have explicitly taken it on themselves to develop outlooks on the business potential of technology,\" the Accenture team notes. \u003C\u002Fp\u003E\u003Ch2\u003E4. Look to low-code, and preferably no-code, solutions\u003C\u002Fh2\u003E\u003Cp\u003EIt's imperative to make it as easy as possible for executives to leverage technology through self-service environments. It isn't their job to fuss with underlying technologies.\u003C\u002Fp\u003E\u003Ch2\u003E5. Executives don't have to know Python, but they need to be aware of what it can do \u003C\u002Fh2\u003E\u003Cp\u003E\"By doing so, they can speak with confidence about how nascent technologies, such as generative AI, relate to the company's current strategy and strategic alternatives,\" the Accenture team states.\u003C\u002Fp\u003E\u003Ch2\u003E6. Offer challenging workshops\u003C\u002Fh2\u003E\u003Cp\u003EDon't just conduct training sessions -- present tech pitch sessions. For example, technologists at tech-forward companies \"challenge executives' orthodoxies during recurring 'reinvention sessions,' to imagine a different future for the company.\" These technologists \"are prepared to be challenged and debate potential risks and mitigation -- much like a start-up pitch to a venture capital committee.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Feveryone-wants-responsible-ai-but-few-people-are-doing-anything-about-it\u002F\"\u003EEveryone wants responsible AI, but few people are doing anything about it\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThere is plenty of concern about reskilling workers for the tech-driven, AI-infused economy ahead. But it's just as important to provide reskilling to executive leadership as well. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2023-09-21 14:44:43",timezone:"UTC",updated:c,published:c},description:"There is plenty of concern about reskilling workers for the tech-driven, AI-infused economy ahead. Executive leaders need training as well.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"7367a37f-0274-435f-a76b-eabdf7ab7582",image:{id:"62ac94ed-45c5-4ce1-bdce-093843401034",filename:"exec-vr-gettyimages-1367549726.jpg",dateCreated:{created:c,date:"2023-09-21 14:23:44",timezone:"UTC",updated:c,published:c},alt:"exec-vr-gettyimages-1367549726",credits:"gremlin\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F09\u002F21\u002F62ac94ed-45c5-4ce1-bdce-093843401034\u002Fexec-vr-gettyimages-1367549726.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Business^Executive",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"executives-need-better-tech-skills-here-are-six-ways-to-educate-upward",startYear:c,summary:b,title:"Executives need better tech skills. Here are six ways to educate upward",topic:{id:"10257486-ec91-11e3-95d2-02911863765e",slug:"executive",name:"Executive",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"10257486-ec91-11e3-95d2-02911863765e",slug:"executive",name:"Executive",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"4bbd52b3-12fc-4183-9f2a-1274944fbf8d",slug:"digital-transformation",name:"Digital Transformation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"863fe219-de4d-4c2d-9e95-55e19301075a",slug:"education",name:"Education",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"371a7418-10d6-11e4-9732-00505685119a",username:"sjvn",profileUrl:c,email:c,firstName:"Steven",lastName:"Vaughan-Nichols",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"e2171bd1-84f6-4ca8-9801-2abdeb61a365",filename:"steven-vaughan-nichols.jpg",dateCreated:{created:c,date:"2022-08-05 18:47:37",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fe2171bd1-84f6-4ca8-9801-2abdeb61a365\u002Fsteven-vaughan-nichols.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Steven J. Vaughan-Nichols is a freelance writer and technology analyst. Besides ZDNET, he works with Foundry (Formerly IDG Communications), The Register, The New Stack, and Cathey Communications. He does not own stocks or other investments in any technology company.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"90d378df-0391-438f-87d0-617e8a43591a\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Jakub Porzycki\u002FNurPhoto via Getty Images\" data-image-alt-text=\"Facebook app\" data-image-filename=\"gettyimages-1581627315.jpg\" data-image-date-created=\"2023\u002F08\u002F30\" data-image-width=\"4560\" data-image-height=\"3040\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EFacebook founder Mark Zuckerberg made billions by collecting, sharing, and using your personal data. In turn, Meta uses your data to help create its \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\"\u003Elarge language model (LLM)\u003C\u002Fa\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-releases-big-new-open-source-ai-large-language-model\u002F\"\u003ELlama 2\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EYes, your data is the ore from which the metal of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-could-release-ai-chatbot-as-soon-as-september\u002F\"\u003EFacebook's forthcoming AI chatbot\u003C\u002Fa\u003E will be forged. Not thrilled about that? You can do some things to keep at least some of your data from fueling Facebook's AI engine.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-demo-metas-ai-powered-multilingual-speech-and-text-translator-heres-how\u002F\"\u003EYou can demo Meta's AI-powered multilingual speech and text translator. Here's how\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFirst, understand that \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fprivacy\u002Fgenai\" target=\"_blank\"\u003EMeta will use publicly available information \"as well as information from its products and services\"\u003C\u002Fa\u003E -- Facebook, Threads, and Instagram -- to train its \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E services. The only way to completely avoid that is to delete your Facebook and associated accounts -- 90 days ago. That's how long Meta retains your data. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ENote, however, that even if you've never used Facebook, \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fprivacy\u002Fpolicy?annotations[0]=1.ex.41-InformationWeCollectIf\" target=\"_blank\"\u003EMeta almost certainly knows something about you\u003C\u002Fa\u003E. That's because many other websites use Meta Pixel, Social Plugins, or other Meta advertising software. Those sources alone are enough to collect some information about you. \u003C\u002Fp\u003E\u003Cp\u003ETo tweak how Meta uses your data, two options now work.\u003C\u002Fp\u003E\u003Cp\u003EFirst, for some time now, you could use \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fhelp\u002F2207256696182627?ref=off_facebook_activity\" target=\"_blank\"\u003EOff-Facebook Activity (OFA) tools\u003C\u002Fa\u003E to see much, but not all, of what Facebook and friends know about you. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0255fbbc-cf79-40f5-be66-a840c5a306f5\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EEven when you're not on Facebook, Meta is tracking you.&nbsp;\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Steven Vaughan-Nichols\u002FZDNET\" data-image-alt-text=\"Facebook Activity\" data-image-filename=\"facebook-activity.jpg\" data-image-date-created=\"2023\u002F08\u002F30\" data-image-width=\"599\" data-image-height=\"940\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots: ChatGPT and alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHere, you'll find -- besides your name and that you liked Uncle Reggie's funny cat picture yesterday -- that Facebook knows when you've been...\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EOpening an app\u003C\u002Fli\u003E\u003Cli\u003ELogging into an app with Facebook\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003EViewing content\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003ESearching for an item\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003EAdding an item to a shopping cart\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003EMaking a purchase\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003EMaking a donation\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003EVisiting a website\u003Cbr\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EUsing the OFA tools, though, you can manage your Off-Facebook Activity.\u003C\u002Fp\u003E\u003Cp\u003EFirst, go to the \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Foff_facebook_activity\u002F\" target=\"_blank\"\u003EOff-Facebook Activity page\u003C\u002Fa\u003E. To view this page, you may need to enter your Facebook password. This is normal. Here, you'll find all the sites and services Facebook shares data with and vice-versa. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ffacebook-will-just-create-your-stories-for-you-now\u002F\"\u003EFacebook will create your stories for you now\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ETo see exactly what each one is up to in general terms, click on the ones you're concerned about. Since you probably have hundreds of them, I doubt you'll want to go through all of them. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ETurn off future activity: \u003C\u002Fstrong\u003EFrom the Manage Your Off-Facebook Activity pages, toward the bottom of the display, you can \"Turn off future activity.\" That doesn't stop either Facebook or the company from getting your data; it just breaks, in theory, the connection between your Facebook identity and your data.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EClear History: \u003C\u002Fstrong\u003EYou can also just \"Clear History.\"  You'll find this option on the \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Foff_facebook_activity\u002Factivity_list\" target=\"_blank\"\u003EManage Your Off-Facebook Activity\u003C\u002Fa\u003E page. It will disconnect your account from all the sites and services currently following you. Again, this doesn't \"clear\" anything. It just snaps the link between your account and Facebook's partners. If you do this, you may also be logged out of any site you use a Facebook login to connect with. However, Facebook and partners will continue to receive your activity when you visit their sites and services.  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EBreaking the AI data cord: \u003C\u002Fstrong\u003EThis will also clear out some of the data Meta uses for its AI programs. To do more specifically to improve your AI privacy, you must head to the new \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fhelp\u002Fcontact\u002F1266025207620918\" target=\"_blank\"\u003EGenerative AI Data Subject Rights\u003C\u002Fa\u003E page.\u003C\u002Fp\u003E\u003Cp\u003EHere, you can \"submit requests related to your information being used for generative AI model training.\" Note Meta doesn't promise  it'll do anything, but you can request the following:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E I want to access, download, or correct any personal information from third parties used for generative AI\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThis will generate an email to Meta customer support. In time, Meta will get back to you. What answer you get will depend on where you live. Today, EU citizens are far more likely to be able to get their information and modify it than, say, someone in Canada, the US, or Mexico. That's because the EU has far stricter privacy laws than anywhere else in the world. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-claude-ai-and-how-its-different-from-chatgpt\u002F\"\u003EHow to use Claude AI (and how it's different from ChatGPT)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe other request is much simpler:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003EI  want to delete any personal information from third parties used for generative AI.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EWith this option, all your OFA data should be deleted. \u003C\u002Fp\u003E\u003Cp\u003EEven after all this, Meta will still have access to all the data you've entered into Facebook, Instagram and Threads. But at least you'll have kept some of your personal data out of Meta's AI. That's better than nothing. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"aed32fa0-1ae6-4be7-9615-18dae5d2d87e\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Faed32fa0-1ae6-4be7-9615-18dae5d2d87e\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2023-08-30 20:54:19",timezone:"UTC",updated:c,published:c},description:"Meta will use your personal data in its large language model Llama 2. But you can fine-tune what data it can access.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"e96936d9-fb5a-40f4-888c-26dcb6243429",image:{id:"90d378df-0391-438f-87d0-617e8a43591a",filename:"gettyimages-1581627315.jpg",dateCreated:{created:c,date:"2023-08-30 20:51:59",timezone:"UTC",updated:c,published:c},alt:"Facebook app",credits:"Jakub Porzycki\u002FNurPhoto via Getty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F08\u002F30\u002F90d378df-0391-438f-87d0-617e8a43591a\u002Fgettyimages-1581627315.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:4560,height:3040,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Business^Social Media",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"meta-uses-your-facebook-data-to-train-its-ai-heres-how-to-opt-out-sort-of",startYear:c,summary:b,title:"Meta uses your Facebook data to train its AI. Here's how to opt out (sort of)",topic:{id:"114c901c-ec91-11e3-95d2-02911863765e",slug:"social-media",name:"Social Media",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"114c901c-ec91-11e3-95d2-02911863765e",slug:"social-media",name:"Social Media",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10e2a445-ec91-11e3-95d2-02911863765e",slug:"networking",name:"Networking",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"142e7a17-bfab-4740-bde1-2357ef4f0312\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"filo\u002FGetty Images\" data-image-alt-text=\"calculator\" data-image-filename=\"gettyimages-1467391774.jpg\" data-image-date-created=\"2023\u002F09\u002F19\" data-image-width=\"2189\" data-image-height=\"1369\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EHow many \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fhome-entertainment\u002Fbest-streaming-service\u002F\" target=\"_blank\"\u003Evideo-streaming services\u003C\u002Fa\u003E do you subscribe to? For me, it's a lot. I ditched cable TV service \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcable-tv-may-be-doomed-but-cable-companies-look-to-remain-as-dominant-as-ever\u002F\"\u003Eway back in 2015\u003C\u002Fa\u003E, so my wife and I rely on streaming for all our TV-based entertainment.\u003C\u002Fp\u003E\u003Cp\u003EBack then, we achieved considerable cost savings by keeping our internet feed and dropping cable TV. Over time, though, we've added many streaming channels in order to get our favorite shows and we're spending about the same as we would with cable. At the end of the year, we're going to do our annual TV-streaming service audit and see what we can drop. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fhome-entertainment\u002Fbest-live-tv-streaming-service\u002F\" target=\"_blank\"\u003EThe best live TV streaming services\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ETo be fair, the streaming-only channels are producing some truly exceptional content. It's another golden age for television entertainment: \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c5db827d-b929-46d9-b243-289d97cc07f2\" data-raw-url=\"https:\u002F\u002Fwww.paramountplus.com\u002F\" data-link-shortcode-text=\"Paramount+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E has Strange New Worlds; \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"65629a63-ae99-4429-b637-ddb170d870b4\" data-raw-url=\"https:\u002F\u002Ftv.apple.com\u002F\" data-link-shortcode-text=\"Apple TV+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E has For All Mankind and Foundation; \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"791ae46b-4a45-461a-a23c-0de3235bb058\" data-raw-url=\"https:\u002F\u002Fwww.disneyplus.com\u002Fwelcome\u002Fsubscribe\" data-link-shortcode-text=\"Disney+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E has The Mandalorian and the rest of the Star Wars TV shows; and \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"1c0c0e2b-e9f5-4c00-874c-74ee7a8706f7\" data-raw-url=\"https:\u002F\u002Fwww.netflix.com\u002Fsignup\" data-link-shortcode-text=\"Netflix\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"ff594ad3-1319-4034-8008-a877812faf86\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FAmazon-Video\u002F\" data-link-shortcode-text=\"Prime Video\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, and \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"f7db2d71-531f-4303-8401-83938fee0230\" data-raw-url=\"https:\u002F\u002Fwww.hulu.com\u002Fwelcome\" data-link-shortcode-text=\"Hulu\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E have excellent exclusive programs. In short, keeping up adds up.\u003C\u002Fp\u003E\u003Cp\u003ENow, we're starting to see the same trend with video-streaming services in \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003Ethe world of AI\u003C\u002Fa\u003E -- many services, each with their own fees. There are two classes of AI you're going to be paying for in the coming years (if you're not, like me, already shelling out for AI right now). You'll be paying for standalone AI services, such as \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT Plus\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-midjourney-to-generate-amazing-images-and-art\u002F\" target=\"_blank\"\u003EMidjourney\u003C\u002Fa\u003E, and you'll be paying for AI add-ons for any cloud service that can find an excuse to bolt AI on to their offerings. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EHow (and why) to subscribe to ChatGPT Plus\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn this article, I'm not going to look at the standalone AI services and their pricing models. Instead, I'll look at a few of the more traditional services we all use, and how they're pitching their AI add-ons to their existing users. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E Show me the money \u003C\u002Fh2\u003E\u003Cp\u003EComing up with a comprehensive list of AI upsells isn't practical right now. Many companies are starting to experiment with beta AI offerings, where they're seeing how much value they can add and how popular those add-ons are with users. But we do have some information on some of the most popular services, which will give you an indication of what to expect over the coming year. \u003C\u002Fp\u003E\u003Ch3\u003E Photoshop - Generative Fill credits\u003C\u002Fh3\u003E\u003Cp\u003EA great example of this trend is Photoshop. For the past four months or so, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthese-generative-ai-tools-coming-to-adobe-photoshop-will-blow-your-mind-what-you-should-now\u002F\" target=\"_blank\"\u003EGenerative Fill\u003C\u002Fa\u003E has been a free, new feature in Photoshop, as long as you've downloaded and installed the Photoshop beta release. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-photoshops-generative-fill-ai-tool-to-easily-transform-your-boring-photos\u002F\"\u003EHow to use Photoshop's Generative Fill AI tool\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAlthough the tool has limits, it's still really useful. I certainly wouldn't want to have to give up Generative Fill now that I've started to use it. And there's the hook. Much like drug dealers are willing to share a first taste to get you hooked, the \"first one's free\" technique has long worked for software vendors. \u003C\u002Fp\u003E\u003Cp\u003EGenerative Fill is now out of beta and has been released in Photoshop 2024. The catch is that you can only use an undefined number of so-called \"free\" credits before you're charged extra. Now, let's be clear. Photoshop is far from free, so getting \"free\" credits simply means those uses come with the plan you're already paying for. \u003C\u002Fp\u003E\u003Cp\u003EBy the way, now that AI is available, that plan will be more expensive. \u003Ca href=\"https:\u002F\u002Fhelpx.adobe.com\u002Fx-productkb\u002Fpolicy-pricing\u002Fsubscription-price-increase-2023-individual-plans.html\"\u003EAdobe announced\u003C\u002Fa\u003E that its \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"1a99aca5-d631-41ea-a702-30d30ca58a35\" data-raw-url=\"https:\u002F\u002Fwww.adobe.com\u002Fcreativecloud\u002Fplans.html\" data-link-shortcode-text=\"Creative Cloud plans\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E will all be going up in price in November. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-used-these-three-ai-tools-to-help-make-a-two-minute-video\u002F\"\u003EThese 3 AI tools made my short how-to video way more fun and engaging\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor now, one generative task is equal to one credit, so depending on what plan you have, you'll either have plenty of credits to play with, or not enough. Keep in mind that AI-based Generative Fill doesn't always generate what you want. You might have to take 10 or 20 tries to get it to play along. Each of those tries will use up a credit. \u003C\u002Fp\u003E\u003Cp\u003EEffectively, Adobe is double-charging for its AI upsell. You're going to be paying more for the plan you're already using. And if you use Generative Fill just a bit too enthusiastically, you'll be paying for usage credits as well. \u003C\u002Fp\u003E\u003Cp\u003EIf you run out of credits, Adobe says you can still use the Generative Fill feature. It's just that it'll slow down your generation process. So, how slow is slow? I've no idea. As for buying new credits, the company hasn't been definitive on this, but my guess is it'll be something in the five-bucks-per-hundred-generations range. \u003C\u002Fp\u003E\u003Ch3\u003E Notion - AI adds up fast \u003C\u002Fh3\u003E\u003Cp\u003ENotion has a free tier, and back when I started to pay for it, the service had a $48\u002Fyear tier, which was good enough for most work. That plan is no longer available, so a paid plan that includes unlimited uploads and custom database automations (which is worth it) is $96\u002Fyear per user. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fnotion-app-review\u002F\"\u003ENotion app review: Why (and how) I rely on this powerful productivity tool\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ENotion lists \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"324b7bac-5c30-481d-a297-51611ddca641\" data-raw-url=\"https:\u002F\u002Fwww.notion.so\u002Fpricing\" data-link-shortcode-text=\"Notion AI as being $10\u002Fmonth\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, or $8\u002Fmonth if you bill annually. The gotcha is that if you have an annual Notion plan, you'll also have to pay for a full year of AI (another $96). \u003C\u002Fp\u003E\u003Cp\u003EIf you have multiple users on your plan -- even if only one person uses the AI features -- you'll also have to pay for all the users. That kind of extra usage adds up very quickly. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-notion-ai-writing-helper-write-this-article\u002F\"\u003ECan Notion AI writing helper write this article?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EWorse, Notion may throttle your AI usage even if you're paying for it. Here's what its \u003Ca href=\"https:\u002F\u002Fwww.notion.so\u002Fpricing\"\u003Epricing Q&A\u003C\u002Fa\u003E says: \"To ensure optimal performance and fair usage across all Notion AI users, your access to AI features can be reduced depending on your usage.\" \u003C\u002Fp\u003E\u003Ch3\u003E Office 365 - $30\u002Fmonth for enterprise users \u003C\u002Fh3\u003E\u003Cp\u003EMicrosoft has been touting its Copilot service for Office 365 users. It uses the same basic large language model found in the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-the-new-bing-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EBing AI\u003C\u002Fa\u003E tools. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-do-research-for-papers-presentations-studies-and-more\u002F\"\u003EHow to use ChatGPT to do research for papers, presentations, studies, and more\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EUnfortunately, there are two gotchas. First, it costs an additional $30\u002Fmonth per user for \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"ac0f901c-3202-4ca4-8d7d-4b608dfd5809\" data-raw-url=\"https:\u002F\u002Fadoption.microsoft.com\u002Fen-us\u002Fcopilot\u002F\" data-link-shortcode-text=\"enterprise and business plans\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E. And second, users of individual or family Office 365 plans don't have access to the service (at least, not yet). \u003C\u002Fp\u003E\u003Ch3\u003E Google Duet AI - $30\u002Fmonth for business users \u003C\u002Fh3\u003E\u003Cp\u003EMicrosoft and Google appear to be in lockstep when it comes to office AI assistant plans and pricing. Google \u003Ca href=\"https:\u002F\u002Fwww.cnet.com\u002Ftech\u002Fservices-and-software\u002Fgoogle-duet-ai-new-features-for-gmail-docs-and-sheets-at-30-a-month\u002F\"\u003Ealso intends to charge\u003C\u002Fa\u003E $30\u002Fmonth per user. \u003C\u002Fp\u003E\u003Cp\u003ENow, think for a minute about what this pricing means. My \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"b93ca7a2-cdd5-4523-af85-0c577ff7199c\" data-raw-url=\"https:\u002F\u002Fworkspace.google.com\u002Fpricing.html\" data-link-shortcode-text=\"Google Workspace enterprise plan\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E costs $100\u002Fmonth for five users. \u003C\u002Fp\u003E\u003Cp\u003ESo, for everything Google, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-other-shoe-finally-dropped-on-my-google-enterprise-cloud-storage-plan\u002F\"\u003Eincluding terabytes of storage\u003C\u002Fa\u003E, I'm already paying $20\u002Fuser. Just adding AI features adds another $30\u002Fuser. That's a wow, right there.\u003C\u002Fp\u003E\u003Ch3\u003E Divi WordPress theme - $18\u002Fmonth AI add-on \u003C\u002Fh3\u003E\u003Cp\u003EI use the \u003Ca href=\"https:\u002F\u002Fwww.elegantthemes.com\u002Fgallery\u002Fdivi\u002F\"\u003EDivi theme from Elegant Themes\u003C\u002Fa\u003E for most of my main WordPress websites. There are a ton of theme makers out there, but Divi is quite popular. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-asked-chatgpt-to-write-a-wordpress-plugin-i-needed-it-did-it-in-less-than-5-minutes\u002F\"\u003EI asked ChatGPT to write a WordPress plugin I needed. It did it in less than 5 minutes\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EDivi, with all its features and capabilities, is $89\u002Fyear. The AI add-on, \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"3d206e23-9cce-4ac9-b5ef-988ba5d70d35\" data-raw-url=\"https:\u002F\u002Fwww.elegantthemes.com\u002Fai\u002F#pricing\" data-link-shortcode-text=\"Divi AI\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, which does text and image generation, is an additional $18\u002Fmonth. Yeah, the main product is $89\u002Fyear, but the add-on alone is an additional $216\u002Fyear. \u003C\u002Fp\u003E\u003Ch3\u003E Some other products \u003C\u002Fh3\u003E\u003Cp\u003EI took a quick look at a few other familiar products, to see their pricing approaches for AI. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EMailChimp:\u003C\u002Fstrong\u003E MailChimp, the email marketing company owned by Intuit, has \u003Ca href=\"https:\u002F\u002Fmailchimp.com\u002Fannouncing-email-content-generator\u002F\"\u003Ea whole series of AI tools\u003C\u002Fa\u003E. Right now, they're in beta, with no pricing details. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EEvernote:\u003C\u002Fstrong\u003E The struggling note-taking company was recently bought out by Bending Spoons (yeah, I know, head scratch on that one). In April, \u003Ca href=\"https:\u002F\u002Fevernote.com\u002Fblog\u002Fevernote-pricing-upcoming-features-update\u002F\"\u003Ethe company announced\u003C\u002Fa\u003E AI beta features and a price increase. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EHelpScout:\u003C\u002Fstrong\u003E HelpScout, the customer support cloud service, is now offering AI features. So far, there's been no price increase. In an email conversation with the company, I was told that the company currently plans to fold AI features into its main price offering. Whether that price will go up or not remains to be seen. \u003C\u002Fp\u003E\u003Ch2\u003E The bottom line \u003C\u002Fh2\u003E\u003Cp\u003ELet's acknowledge one very important fact about \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E: it uses a \u003Cem\u003Elot\u003C\u002Fem\u003E of computing resources. Providing \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E is not like adding just another feature. It's a very big challenge to build something that provides universal value. \u003C\u002Fp\u003E\u003Cp\u003ECompanies offering AI services will either need to build out the technology and infrastructure themselves, or license it. Either way, offering an AI upsell isn't a cheap endeavor. It's going to cost the vendors money. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-used-chatgpt-and-ai-art-tools-to-launch-my-etsy-business-fast\u002F\"\u003EHow I used ChatGPT and AI art tools to launch my Etsy business fast\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBut will it cost the vendors as much cash as they're asking? Right now, the answer depends on the vendor. Licensing API calls from companies such as OpenAI will have a far more predictable cost structure than vendors who choose to build out their own AI infrastructure. \u003C\u002Fp\u003E\u003Cp\u003EEven so, I don't think the current trend of two-to-three times the cost of the main service for the AI add-on is sustainable. Cloud spending is already through the roof. My cloud services budget is crazy, and I run a two-person company. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-moment-i-realized-chatgpt-plus-was-a-game-changer-for-my-business\u002F\"\u003EThe moment I realized ChatGPT Plus was a game-changer for my business\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EExpecting customers to double or triple their cloud expenditures to gain access to AI features will probably break down over time. Right now, customers are likely to spend more for major features, but cloud services are competitive. I'm sure we'll start to see some services bake in AI pricing. We'll also see the cost of entry to AI services drop. \u003C\u002Fp\u003E\u003Cp\u003EWhile I'm sure companies will try to sustain their AI upsell revenues, it may not hold. \u003C\u002Fp\u003E\u003Cp\u003EFor me, personally, I'm not buying any of the AI add-on services. I pay for ChatGPT Plus and Midjourney, which covers me nicely for text and image generation. If I have to, I'll probably pay for Photoshop credits because I've been a Photoshop user since before the pyramids were built, and it's a big time saver. But beyond that, none of the add-on upsells will get my money, at least for now. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-ai-helped-get-my-music-on-all-the-major-streaming-services\u002F\"\u003EHow AI helped get my music on all the major streaming services\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EWhat about you? Do you expect to pay for the AI upsells? Do you pay for standalone AI services? Let us know in the comments below. \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to my weekly update newsletter \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Eon Substack\u003C\u002Fa\u003E, and follow me on Twitter at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2023-09-19 13:28:51",timezone:"UTC",updated:c,published:c},description:"Hang on tight to your wallets, folks! The AI upsells are coming for your hard-earned cash.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"5c81e434-7784-457c-9a3b-a1511bb7f0e0",image:{id:"142e7a17-bfab-4740-bde1-2357ef4f0312",filename:"gettyimages-1467391774.jpg",dateCreated:{created:c,date:"2023-09-19 12:52:21",timezone:"UTC",updated:c,published:c},alt:"calculator",credits:"filo\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F09\u002F19\u002F142e7a17-bfab-4740-bde1-2357ef4f0312\u002Fgettyimages-1467391774.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2189,height:1369,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"ai-is-a-lot-like-streaming-the-add-ons-add-up-fast",startYear:c,summary:b,title:"AI is a lot like streaming. The add-ons add up fast",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"2a142269-ad72-4347-a8d7-cbab9a2f6346",username:"chris_matyszczyk",profileUrl:c,email:c,firstName:"Chris",lastName:"Matyszczyk",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"dc8b697c-2b0a-4b2d-8ce9-7ff431642a42",filename:"chris-matyszczyk.jpg",dateCreated:{created:c,date:"2022-08-05 15:17:05",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fdc8b697c-2b0a-4b2d-8ce9-7ff431642a42\u002Fchris-matyszczyk.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Chris Matyszczyk is an award-winning creative director who now runs the consultancy Howard Raucous LLC. In 2013, Mediapost named him the Most Influential Person on Madison Avenue. His writing has been published all over the world, most recently on CNET.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"61faaf6d-1951-4df1-85a9-7be98478a2b7\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EJeeves, please fetch me a glass of port.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Chris Matyszczyk\u002FZDNET\" data-image-alt-text=\"screenshot-2024-01-09-at-5-18-14pm.png\" data-image-filename=\"screenshot-2024-01-09-at-5-18-14pm.png\" data-image-date-created=\"2024\u002F01\u002F10\" data-image-width=\"1746\" data-image-height=\"878\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWhen you think of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E, what comes to mind?\u003C\u002Fp\u003E\u003Cp\u003EThe latest tech fad? A get-rich-quick moneymaker for some and a lose-your-job-quick worrymaker for others?\u003C\u002Fp\u003E\u003Cp\u003EPerhaps you've even experienced a tinge of mere general creepiness.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots: ChatGPT and other noteworthy alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor me, there are \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-went-to-microsoft-to-talk-about-ai-im-still-a-little-startled-but-hopeful-too\u002F\" target=\"_blank\"\u003Ethree distinct groups\u003C\u002Fa\u003E of humans reacting to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E -- the Fearful, the Experimenters, and the Capitulists. (Those last ones are capitalists who have just capitulated and decided generative AI will soon rule the world.)\u003C\u002Fp\u003E\u003Cp\u003EToday, I'd like to focus on some experimenters who may not entirely realize the good they're suddenly perpetrating.\u003C\u002Fp\u003E\u003Cp\u003EOver the years, you've possibly seen many demonstrations of robot dogs performing various stunts. \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fboston-dynamics-just-dropped-a-new-video-look-what-its-humanoid-robot-can-do-now\u002F\" target=\"_blank\"\u003ELeaping up and throwing things\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-mits-robot-cheetah-got-its-speed\u002F\" target=\"_blank\"\u003Erunning at fast speeds\u003C\u002Fa\u003E, or even -- please be prepared -- \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fheres-the-deal-with-those-robot-pole-dancers-at-ces-2018\u002F\" target=\"_blank\"\u003Epole dancing\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI've long been rather fascinated by robot dogs, and not necessarily in an affectionate way.\u003C\u002Fp\u003E\u003Cp\u003EAs they clunk along, like little dressage horses with arthritis, I find myself wondering whether they could really have a purpose, never mind that their general being is somewhat high on the creepy factor. \u003C\u002Fp\u003E\u003Cp\u003EWhy, when the US Marines experimented with robot dogs in battle, they discovered that, oh dear, the robot dogs' clunking \u003Ca href=\"https:\u002F\u002Fwww.cnet.com\u002Fculture\u002Fgoogles-robot-dog-soldiers-rejected-by-marines-for-simple-reason\u002F\" target=\"_blank\"\u003Emade too much noise and gave away the troops' position\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fbest-robot-vacuum\u002F\"\u003EThe best robot vacuums: Expert tested and reviewed\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBut how could ChatGPT help a robot dog find its place in the world? \u003C\u002Fp\u003E\u003Cp\u003EBy teaching it to whisper? Not at all. By giving it an informed brain, perhaps? Well, in a way.\u003C\u002Fp\u003E\u003Cp\u003EThe clever humans at Boston Dynamics \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fboston-dynamics-robot-dog-can-answer-your-questions-now-thanks-to-chatgpt\u002F\" target=\"_blank\"\u003Erecently injected a little ChatGPT\u003C\u002Fa\u003E into Spot the robot dog. And the results (mostly) were riveting.\u003C\u002Fp\u003E\u003Ch2\u003EGood sir, said the good dog\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cp\u003E\"Greetings, good sirs, may I have the pleasure of knowing your names?\" \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=djzOBZUFzTw\" target=\"_blank\"\u003EThis question was uttered by the ChatGPT-powered Spot.\u003C\u002Fa\u003E In a voice entirely reminiscent of snooty butlers you've seen in many movies -- Batman, for example, or Arthur.\u003C\u002Fp\u003E\u003Cp\u003EAlright, it's still a touch creepy that the robot dog's \"mouth\" is actually a gripper that moves up and down in a faintly medieval way. But when your clunker of a dog suddenly offers genteel, servile tones it's hard to avoid being marginally soothed.\u003C\u002Fp\u003E\u003Cp\u003EIn this case, Spot had been ChatGPT'd to guide the innocent bystander around the Boston Dynamics lair. It can even answer questions with true corporate sincerity.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-14-best-robots-and-ai-tech-weve-seen-at-ces-2024-so-far\u002F\"\u003EThe 15 best robots and AI tech we saw at CES 2024\u003C\u002Fa\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor example, Matt Klingensmith, principal software engineer for robot autonomy (hmm...) at Boston Dynamics, asks Spot: \"How do you like your job?\"\u003C\u002Fp\u003E\u003Cp\u003EThat's a difficult question for any human confronted by their boss, but when you're confronted by the very being who made you -- what do you say?\u003C\u002Fp\u003E\u003Cp\u003EChatGPTSpot offered: \"Ah, Mr Matt. My employment as a tour guide provides great satisfaction. I find the dissemination of knowledge rather rewarding, don't you agree?\" \u003C\u002Fp\u003E\u003Cp\u003EHe's an awful suck-up. He'll go far.\u003C\u002Fp\u003E\u003Ch2\u003EShakespearean Time Traveler, anyone?\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cp\u003EOf course, ChatGPT helps Spot become whatever you -- or, currently, its engineers -- want it to be. Personality-wise, that is.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"youtube_video\" data-size=\"large\" data-float=\"none\" data-oembed=\"{"author_name":"Boston Dynamics","author_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F@BostonDynamics","height":113,"html":"\u003Ciframe width=\\"200\\" height=\\"113\\" src=\\"https:\\\u002F\\\u002Fwww.youtube.com\\\u002Fembed\\\u002FdjzOBZUFzTw?autoplay=0&amp;loop=0&amp;fs=1&amp;start=0&amp;rel=1&amp;feature=oembed\\" frameborder=\\"0\\" allow=\\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\\" allowfullscreen title=\\"Making Chat (ro)Bots\\"\u003E\u003C\\\u002Fiframe\u003E","provider_name":"YouTube","provider_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F","thumbnail_height":360,"thumbnail_url":"https:\\\u002F\\\u002Fi.ytimg.com\\\u002Fvi\\\u002FdjzOBZUFzTw\\\u002Fhqdefault.jpg","thumbnail_width":480,"title":"Making Chat (ro)Bots","type":"video","version":"1.0","width":200}\" data-url=\"https:\u002F\u002Fyoutu.be\u002FdjzOBZUFzTw\" data-autoplay=\"false\" data-loop=\"false\" data-start=\"0\" data-fs=\"true\" data-rel=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EYou may find it less -- or perhaps more -- edifying when it becomes Precious Metal Cowgirl or Excited Tour Guide. Perhaps you'll be charmed by 1920's archaeologists or inspired by Teenage Robot. The Shakespearean Time Traveler is its own kind of hoot, too.\u003C\u002Fp\u003E\u003Cp\u003EKlingensmith and his colleagues brought together other new technologies to accompany ChatGPT in this decreepization experiment.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-is-what-ai-will-produce-during-the-next-decade-and-beyond\u002F\"\u003EThis is what AI will produce during the next decade and beyond\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"Some exciting new image captioning and visual question-answering models came out and new voice recognition software and voice creation software,\" he said. Why not bring them together to see what results?\u003C\u002Fp\u003E\u003Ch2\u003EThe utterly lovable Josh\u003C\u002Fh2\u003E\u003Cp\u003EI confess to a personal favorite. No, I don't want to order a butler around my house, so that he speaks to me in venerating tones.\u003C\u002Fp\u003E\u003Cp\u003EFor reasons I can't begin to fathom, the robot dog GPT-powered personality I most warmed to was called Josh. He seemed to understand how the world works yet oddly, Klingensmith described Josh as the \"sarcastic\" personality.\u003C\u002Fp\u003E\u003Cp\u003E\"Hey, Spot, what else do you see?\" asked Klingensmith of Josh. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fai-will-unleash-the-next-level-of-human-potential-heres-how-it-happens-and-when\u002F\"\u003EAI will unleash the next level of human potential. Here's how it happens - and when\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"Well, Matt. I see the unfathomable void of my existence reflected in this QR-code-filled board. Oh, and also a large window,\" came the reply.\u003C\u002Fp\u003E\u003Cp\u003EAsked to create -- on the spot, as it were -- a haiku about the Boston Dynamics home, Josh offered: \"Generator hums low, In a room devoid of joy, Much like my soul, Matt.\"\u003C\u002Fp\u003E\u003Cp\u003ENow that's the sort of disarming, worldly-wise robot dog I wouldn't mind wandering around my house.\u003C\u002Fp\u003E\u003Cp\u003EI think.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-01-13 13:00:23",timezone:"UTC",updated:c,published:c},description:"Well, AI has gone to the dogs. Here's a use of ChatGPT I'd never considered.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"f722cab1-eca0-4331-b3ac-dea972071691",image:{id:"61faaf6d-1951-4df1-85a9-7be98478a2b7",filename:"screenshot-2024-01-09-at-5-18-14pm.png",dateCreated:{created:c,date:"2024-01-10 01:18:44",timezone:"UTC",updated:c,published:c},alt:"screenshot-2024-01-09-at-5-18-14pm.png",credits:"Screenshot by Chris Matyszczyk\u002FZDNET",caption:"\u003Cp\u003EJeeves, please fetch me a glass of port.\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F01\u002F10\u002F61faaf6d-1951-4df1-85a9-7be98478a2b7\u002Fscreenshot-2024-01-09-at-5-18-14pm.png",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1746,height:878,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-chatgpt-turns-something-creepy-into-something-cleverly-creepy",startYear:c,summary:b,title:"How ChatGPT turns something creepy into something cleverly creepy",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"959fd179-8245-11e3-b21f-14feb5ca9861",username:"joemckendrick",profileUrl:c,email:c,firstName:"Joe",lastName:"McKendrick",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"aadf959a-c685-4b4b-b144-e92dc3ac4cae",filename:"joe-mckendrick.jpg",dateCreated:{created:c,date:"2020-01-11 16:46:27",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2020\u002F01\u002F11\u002Faadf959a-c685-4b4b-b144-e92dc3ac4cae\u002Fjoe-mckendrick.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Joe McKendrick is an author and independent analyst who tracks the impact of information technology on management and markets. As an independent analyst, he has authored numerous research reports in partnership with Forbes Insights, IDC, and Unisphere Research, a division of Information Today, Inc. Joe speaks frequently on cloud, data, and enterprise computing topics at industry events and Webcasts. He is co-author, along with 16 leading industry leaders and thinkers, of the SOA Manifesto, which outlines the values and guiding principles of service orientation. In a previous life, Joe served as director of the Administrative Management Society (AMS), an international professional association dedicated to advancing knowledge within the IT and business management fields. He is a graduate of Temple University.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"0e2bb69f-e9cf-44a2-ada3-a81bb1d40da0\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Artur Debat\u002FGetty Images\" data-image-alt-text=\"light trails into the horizon\" data-image-filename=\"gettyimages-1365132579.jpg\" data-image-date-created=\"2024\u002F01\u002F09\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIt will soon be possible to program \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003Eartificial intelligence\u003C\u002Fa\u003E (AI) to perform a wide variety of work that is initiated with just a one-sentence prompt. While this development will likely have \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwill-ai-hurt-or-help-workers-its-complicated\u002F\" target=\"_blank\"\u003Ea material impact on job roles\u003C\u002Fa\u003E quite quickly, there's a decent chance that all human tasks will become highly automatable by the year 2116, according to a survey of leading AI researchers. \u003C\u002Fp\u003E\u003Cp\u003EWhile this reality might seem a long way off, it's important to note that the timeline for this prediction has been moved up by half a century from the original estimate of 2164, which was made just a year ago. Plus, there are developments rapidly emerging that are destined to reshape IT and business professionals' jobs within the next five to 10 years.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgenerative-ai-now-requires-developers-to-stretch-cross-functionally-heres-why\u002F\" target=\"_blank\"\u003EGenerative AI now requires developers to stretch cross-functionally\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThese are some of the takeaways from the \u003Ca href=\"https:\u002F\u002Faiimpacts.org\u002Fwp-content\u002Fuploads\u002F2023\u002F04\u002FThousands_of_AI_authors_on_the_future_of_AI.pdf\" target=\"_blank\"\u003Esurvey\u003C\u002Fa\u003E of 2,778 AI experts, which identified a number of short-term and long-term capabilities that will be made possible through AI. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe survey's team of authors, led by Katja Grace and Harlan Stewart, both from the University of California at Berkeley, sought to measure the progress toward \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgenerative-ai-will-far-surpass-what-chatgpt-can-do-heres-everything-you-need-to-know-how-the-tech-advances\u002F\" target=\"_blank\"\u003Ehigh-level machine intelligence\u003C\u002Fa\u003E, which is achieved when unaided machines can feasibly \"accomplish every task better and more cheaply than human workers.\" In both 2022 and 2023, the survey's respondents gave a wide range of predictions for how soon such intelligence will be feasible. The aggregate 2023 forecast predicted a 50% chance of high-level machine intelligence by 2047, which was 13 years earlier than the 2060 date prediced in the 2022 survey. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fimplementing-ai-into-software-engineering-heres-everything-you-need-to-know\u002F\"\u003EImplementing AI into software engineering? Here's everything you need to know\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBut let's move away from the long-range forecasts and focus on the kinds of things the survey suggests we can expect from AI during the next few years. A \u003Ca href=\"https:\u002F\u002Faiimpacts.org\u002Fwp-content\u002Fuploads\u002F2023\u002F04\u002FThousands_of_AI_authors_on_the_future_of_AI.pdf\" target=\"_blank\"\u003Esynopsis\u003C\u002Fa\u003E of the views of 2,000-plus AI researchers finds many capabilities could be just around the corner. \u003C\u002Fp\u003E\u003Cp\u003EWithin the next five to 10 years, AI systems will be fully capable of delivering the following results, often in response to one-sentence prompts. AI will even clean up the large language models (LLMs) that are feeding these capabilities:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EFind and patch security flaws: \"\u003C\u002Fstrong\u003EGiven a one-sentence description of the task and no more input from humans, find and patch a security flaw in an open-source project with over 100,000 users.\"\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EBuild payment processing website:\u003C\u002Fstrong\u003E \"Given a set of specifications, build a website from scratch that can handle payment processing, including the frontend, backend, and secure payment integration, without more input from humans.\" \u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOffer phone banking services, including unique tasks, on par with human operators:\u003C\u002Fstrong\u003E \"Provide phone banking services as well as human operators can. This includes many one-off tasks, such as helping to order a replacement bank card or clarifying how to use part of the bank website to a customer.\" \u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EWrite readable Python code for algorithms like quicksort from specs and examples: \u003C\u002Fstrong\u003E\"Write concise, efficient, human-readable Python code to implement simple algorithms like quicksort. That is, the system should write code that sorts a list, rather than just being able to sort lists.\"\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EFinetune large language models:\u003C\u002Fstrong\u003E \"Given a one-sentence description of the task, download and finetune an existing open-source LLM, without more input from humans. The finetune must improve the performance of the LLM on some predetermined benchmark metric.\"\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003ERun machine-language study and write paper: \u003C\u002Fstrong\u003E\"Given a one sentence description of a research question in machine learning, conduct a study that would inform the answer to that question and write a paper of a quality that could be accepted at a leading machine learning conference, without more input from humans.\"\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe researchers suggest the drop in costs for computing will have the greatest effect on the development of AI. If AI progress continues at its current pace, \"the chance of unaided machines outperforming humans in every possible task was estimated at 10% by 2027, and 50% by 2047,\" the survey's co-authors estimate: \"The latter estimate is 13 years earlier than that reached in a similar survey we conducted only one year earlier [in 2022].\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthese-are-my-5-favorite-ai-tools-for-work\u002F\"\u003E\u003Cstrong\u003EThese are my 5 favorite AI tools for work\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe study's authors also assimilated predictions pertaining to the \"full automation of labor\". They predict, \"the chance of all human occupations becoming fully automatable was forecast to reach 10% by 2037, and 50% as late as 2116 -- compared to 2164 in the 2022 survey.\"\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-01-09 10:20:00",timezone:"UTC",updated:c,published:c},description:"It's going to take a century for artifical intelligence to be able to perform most human jobs. But there are going to be some key developments during the next decade.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"94a3fd2f-1361-4f44-bc0f-0c34a23cbd9c",image:{id:"0e2bb69f-e9cf-44a2-ada3-a81bb1d40da0",filename:"gettyimages-1365132579.jpg",dateCreated:{created:c,date:"2024-01-09 00:03:51",timezone:"UTC",updated:c,published:c},alt:"light trails into the horizon",credits:"Artur Debat\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F01\u002F09\u002F0e2bb69f-e9cf-44a2-ada3-a81bb1d40da0\u002Fgettyimages-1365132579.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"this-is-what-ai-will-produce-during-the-next-decade-and-beyond",startYear:c,summary:b,title:"This is what AI will produce during the next decade and beyond",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1048432a-ec91-11e3-95d2-02911863765e",slug:"enterprise-software",name:"Enterprise Software",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"5d68ddc2-d682-11e4-9a74-d4ae52e95e57",slug:"developer",name:"Developer",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"f011c72e-ed77-4c8a-a687-438e5833ebad",username:"vafshar",profileUrl:c,email:c,firstName:"Vala",lastName:"Afshar",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"ab92dc3c-5d0e-4d35-930f-b8eb82c6f115",filename:"vala-afshar-author.jpg",dateCreated:{created:c,date:"2018-02-05 19:33:20",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2018\u002F02\u002F05\u002Fab92dc3c-5d0e-4d35-930f-b8eb82c6f115\u002Fvala-afshar-author.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Vala Afshar is the Chief Digital Evangelist for Salesforce. Afshar is the author of The Pursuit of Social Business Excellence. Afshar is also the co-host of DisrupTV, a weekly show covering the latest digital business and innovation market trends.",profile:c,title:"Contributing Writer",bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"c19f204d-2543-4d19-9aee-47141a021b1a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Accenture Technology Vision Report 2024\" data-image-alt-text=\"untitled-presentation-18\" data-image-filename=\"untitled-presentation-18.jpg\" data-image-date-created=\"2024\u002F01\u002F08\" data-image-width=\"960\" data-image-height=\"540\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe \u003Ca href=\"https:\u002F\u002Fwww.accenture.com\u002Fus-en\" target=\"_blank\"\u003EAccenture \u003C\u002Fa\u003E\u003Ca href=\"https:\u002F\u002Fwww.accenture.com\u002Fmu-en\u002Finsights\u002Ftechnology\u002Ftechnology-trends-2024\" target=\"_blank\"\u003ETechnology Vision Report 2024\u003C\u002Fa\u003E is centered around the narrative that AI will unleash the next level of human potential as new emerging technologies will become more human. In fact, 95% of executives agree that making technology more human will massively expand the opportunities of every industry. The report begins with examples of high-impact technologies, noting that generative AI has the potential to impact much more than just the task at hand. It's also starting to profoundly reshape organizations and markets.\u003C\u002Fp\u003E\u003Cp\u003EMore human technology means more ethical questions, and many of these questions require answers before we can proceed. Accenture notes that 93% of executives agree that with rapid technological advancements, it is more important than ever for organizations to innovate with purpose.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fai-adds-new-fuel-to-autonomous-enterprises-but-dont-write-off-humans\u002F\"\u003EAI adds new fuel to autonomous enterprises, but don't write off humans\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAccenture begins by stating that the relationship between humans and technology is at an \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fai-adds-new-fuel-to-autonomous-enterprises-but-dont-write-off-humans\u002F\" target=\"_blank\"\u003Einflection point\u003C\u002Fa\u003E, and that it's time to make technology human by design. The main takeaway is this:\u003Cem\u003E When technology is more human, it's more accessible\u003C\u002Fem\u003E. \u003C\u002Fp\u003E\u003Cp\u003E\"Human by design is not just a description of features,\" according to Accenture. \"It's a mandate for what comes next. As enterprises look to reinvent their digital core, human technology will become central to the success of their efforts. Every business is beginning to see the potential emerging technologies have to reinvent the pillars of their digital efforts. Digital experiences, data and analytics, products, all stand to change as technologies like generative AI, spatial computing, and others mature and scale.\"\u003C\u002Fp\u003E\u003Cp\u003EThe \u003Ca href=\"https:\u002F\u002Fwww.accenture.com\u002Fmu-en\u002Finsights\u002Ftechnology\u002Ftechnology-trends-2024\" target=\"_blank\"\u003ETechnology Vision Report 2024\u003C\u002Fa\u003E identifies four key trends that make us human: the way we think, act, feel, and understand one another.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EA Match Made in AI: Reshaping our relationship with knowledge - \u003C\u002Fstrong\u003EPeople are asking generative AI chatbots for information – transforming the business of search today, and the futures of software and data-driven enterprises tomorrow. Accenture explores how technology is starting to imitate the way we process information. These are not just superficial changes to the way we interact with technology; they are rooted in memory structures designed and organized similarly to people's brains. The earliest changes are starting in search and will come to disrupt the way we approach knowledge and knowledge management. Here are some predictions about \"A match made in AI\":\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EBy 2025, a leading airline will announce that customers are just as satisfied with chatbot agents as human agents.\u003C\u002Fli\u003E\u003Cli\u003EBy 2027, data poisoning (adding malicious data to ML models) will be a top cybersecurity threat to enterprises.\u003C\u002Fli\u003E\u003Cli\u003EBy 2028, major corporations will have proprietary chatbots to assist with knowledge management, research, and task completion.\u003C\u002Fli\u003E\u003Cli\u003EBy 2029, AI advisors will receive more search traffic than traditional search engines.\u003C\u002Fli\u003E\u003Cli\u003EBy 2031, a smartphone will launch that replaces the app-based interface with an agent-based one.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-langchain-turns-genai-into-a-genuinely-useful-assistant\u002F\"\u003EHow LangChain turns GenAI into a genuinely useful assistant\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EMeet My Agent: Ecosystems for AI - \u003C\u002Fstrong\u003EAI is taking action, and soon whole ecosystems of AI agents could command major aspects of business. Appropriate human guidance and oversight is critical. In Meet My Agent, Accenture is tracking the evolution from AI that can perform singular tasks to AI agents that, with appropriate oversight, can work with one another and act as proxies for people and enterprises alike. Today we might think of it as automated assistants for individual interactions, but tomorrow the agent ecosystem has the potential to underpin the entire business-to-business landscape.\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EBy 2025, a new code repository will launch for open-source code written by agents.\u003C\u002Fli\u003E\u003Cli\u003EBy 2026, three-fourths of knowledge workers will use copilots every day. \u003C\u002Fli\u003E\u003Cli\u003EBy 2028, the first truly lights-out car manufacturing plant will open. \u003C\u002Fli\u003E\u003Cli\u003EBy 2030, one-half of home mortgages will be approved and serviced by agents.\u003C\u002Fli\u003E\u003Cli\u003EBy 2032, authorities will dismantle an insider trading ring that was using intelligent agents to collect protected information.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003EThe Space We Need: Creating value in new realities - \u003C\u002Fstrong\u003EThe spatial computing technology landscape is rapidly growing, but to successfully capitalize on this new medium, enterprises will need to find its killer apps. In The Space We Need, Accenture is watching the emergence of a new spatial computing medium, and the applications taking advantage of its capabilities to pierce the physical-digital divide. The metaverse struggled under the weight of ever-expanding definitions and expectations, but the value in the technology behind it has never been in doubt. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthese-699-ar-glasses-support-vision-pros-most-dramatic-feature-and-theyre-not-made-by-apple\u002F\"\u003EThese $699 AR glasses support Vision Pro's most dramatic feature, and they're not made by Apple\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EOur Bodies Electronic: A new human interface -\u003C\u002Fstrong\u003E A suite of technologies – from eye-tracking to machine learning to BCI – are starting to understand people more deeply, and in more human-centric ways. Our Bodies Electronic looks at an emerging suite of technology that is starting to sidestep the unnatural technology interactions of the past to read and understand people more closely than has ever been possible.\u003C\u002Fp\u003E\u003Cp\u003EIn this article, we will take a deeper look into the first two trends, A Match Made in AI and Meet My Agent.\u003C\u002Fp\u003E\u003Ch3\u003EA Match Made in AI: Reshaping our relationship with knowledge\u003C\u002Fh3\u003E\u003Cp\u003EOur relationship with data is changing – and with it, how we think, work, and interact with technology. The entire basis of the digital enterprise is getting disrupted. A big realization in the report is this: \"We're so used to it that most people don't even realize how much search has permeated their lives.\"\u003C\u002Fp\u003E\u003Cp\u003EAnother big takeaway in the report is the importance of data. Data is one of the most important factors shaping today's digital businesses. Companies have the chance today to reimagine how information works throughout their organization, and in doing so, invent the next generation of data-driven business. And now with generative AI, a digital butler is finally in the cards, according to Accenture.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbusiness-success-depends-on-trust-ai-data\u002F\"\u003EBusiness success and growth is dependent upon trust, data, and AI\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe way we interact with data, and how we live, work, and think, is all changing. Enterprises need to be just as pliable – or a new generation of data-driven businesses will rise without them. Data silos do exist and are harmful. According to a recent Gartner survey, \"47% of digital workers struggle to find information or data needed to effectively perform their jobs.\" This is where generative AI can help. The report notes that 95% of executives believe generative AI will compel their organization to modernize its technology architecture.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"ee9df0cb-8eea-43b4-b1c5-c08e0409a973\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EA Match Made in AI\u003C\u002Fp\u003E\" data-image-credit=\"Accenture Technology Vision Report 2024\" data-image-alt-text=\"untitled-presentation-20\" data-image-filename=\"untitled-presentation-20.jpg\" data-image-date-created=\"2024\u002F01\u002F08\" data-image-width=\"960\" data-image-height=\"540\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EA super insightful part of the Accenture report was the exploration of Large language models (LLM) as a new data interface. Accenture. Imagine if instead of a search bar, employees could ask questions in natural language and get clear answers – across every website and app in the enterprise. With an accessible and contextual data foundation, enterprises can start to build this – and there are a few different options to explore. Here are four LLM options:\u003C\u002Fp\u003E\u003Col\u003E\u003Cli\u003EFirst, companies can train their own LLM from scratch, though this approach is rare given the significant resources required. Some of the leaders here are AI powerhouses, including Amazon, OpenAI, Google, Meta, AI21, and Anthropic. \u003C\u002Fli\u003E\u003Cli\u003EA second option is to fine-tune an existing LLM. Essentially, this means taking a more general LLM and adapting it to a domain by further training it on a set of domain-specific documents. OpenAI's GPT-3.5, for instance, can be fine-tuned using a business's own data, to hone it into a more custom or efficient model for certain tasks.\u003C\u002Fli\u003E\u003Cli\u003EA slight variation on this is also gaining traction. Enterprises are beginning to fine-tune smaller language models (SLMs) for specialized use cases. \u003C\u002Fli\u003E\u003Cli\u003ELastly, one of the most popular approaches to building an LLM advisor has been to ground pre-trained LLMs by providing them with more relevant, use case-specific information, typically through retrieval augmented generation (RAG). As suggested by the name, this combines an information retrieval system with a generative model, which can be either self-trained or used out-of-the-box and accessed through an API. Grounding an LLM through in-context learning and RAG takes much less time and compute power, and requires far less expertise than training LLMs from scratch or fine-tuning. Salesforce's Einstein GPT uses this approach to ground generative AI chatbot responses too, when connected to one of OpenAI's LLMs or any other external LLM.\u003C\u002Fli\u003E\u003C\u002Fol\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fenterprises-will-need-ai-governance-as-large-language-models-grow-in-number\u002F\"\u003EEnterprises will need AI governance as large language models grow in number\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAccenture also notes that the data going into the LLM – whether through training or the prompt – should be high-quality data. That means it should be fresh, well-labeled, and unbiased. Training data should be \u003Ca href=\"https:\u002F\u002Fwww.salesforce.com\u002Fresources\u002Farticles\u002Fwhat-is-zero-party-data\u002F\" target=\"_blank\"\u003Ezero-party\u003C\u002Fa\u003E and proactively shared by customers, or first-party and collected directly by the company. Beyond accuracy, the outputs of the generative AI chatbot should also be explainable and align with the brand. \u003C\u002Fp\u003E\u003Cp\u003EAccenture concludes by advising that generative AI chatbots should be subject to continuous testing and human oversight. Companies should invest in ethical AI and develop minimum standards to adhere to. And they should gather regular feedback and provide training for employees as well. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAccenture conclusion:\u003C\u002Fstrong\u003E Generative AI is a game-changer for data and software. Just as search did decades ago, LLMs are changing our relationship with information, and everything from how enterprises reach customers to how they empower employees and partners stands to transform. Leading companies are already diving in, imagining and building the next generation of data-driven business. And before long, it won't just be leaders – it'll be the new way digital business works. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgenerative-ai-filled-us-with-wonder-in-2023-but-all-magic-comes-with-a-price\u002F\"\u003EGenerative AI filled us with wonder in 2023 - but all magic comes with a price\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Ch3\u003EMeet My Agent: Ecosystems of AI\u003C\u002Fh3\u003E\u003Cp\u003ECan an AI agent launch your next product? According to Accenture, 96% of executives agree that leveraging AI agent ecosystems will be a significant opportunity for their organizations in the next three years. Accenture shares real use cases of AI adoption in businesses to launch new products and services. Today, for example, AI can detect manufacturing flaws, but agents could enable true lights-out manufacturing. AI is already processing orders, yet agents could sell your product and then get it to the customer's door. Just as the moving assembly line allowed Ford to reimagine what the automobile market could be, agent ecosystems will let companies reinvent what they offer and how they offer it.\u003C\u002Fp\u003E\u003Cp\u003EAI assistants are maturing into proxies that can act on our behalf. As these agents emerge, the resulting business opportunities will depend on three core capabilities: access to real-time data and services; reasoning through complex chains of thought; and the creation of tools – not for human use, but for the use of the agents themselves. Along with humans to guide and oversee them, these advancements will allow agent ecosystems to complete tasks in both the physical and digital worlds, Accenture's report includes several AI breakthroughs in 2023 and industries that are leading the AI agent adoption revolution. The report notes that as assistants or copilots, agents could dramatically multiply the output of individual employees. For the enterprise processes that will always depend on humans, agents will act as collaborators. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"205886a5-0953-4926-862d-80c0df82f689\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EMeet My Agent\u003C\u002Fp\u003E\" data-image-credit=\"Accenture Technology Vision Report 2024\" data-image-alt-text=\"untitled-presentation-21\" data-image-filename=\"untitled-presentation-21.jpg\" data-image-date-created=\"2024\u002F01\u002F08\" data-image-width=\"960\" data-image-height=\"540\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EBusinesses will need to think about the human and technological approaches they need to support these agents. From the technology side, a major consideration will be how these entities identify themselves. Today, machines make up 43% of identities on enterprise networks. The most profound statement in the report regarding a machine and human future of work is this:\u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003E \"In the era of agent ecosystems, your most valuable employees will be those best equipped to set the guidelines for agents.\"\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EThe key success factor is your company's core values and guiding principles. Trust must be your company's #1 core value. (That's my opinion). The report reminds us that a company's level of trust in its autonomous agents will determine the value its agents can create. Your human talent is responsible for building that trust. This means as agents get access to the right information, humans must also teach agents how to reason about that information. A powerful statement from the report: \u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003E\"Agents are only as valuable as the humans who teach them.\" \u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EHow can companies start on this agent co-creation journey? Companies can start by weaving the connective fabric between agents' predecessors, LLMs, and their support systems. By fine-tuning LLMs on your company's information, you are giving foundation models a head start at developing expertise. This is not a technology-led journey, but rather a cultural one. Accenture reminds us that every action your agents take will need to be traced back to your core values and mission, so it is never too early to operationalize your values from the top to the bottom of your organization.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Forganizations-are-fighting-for-the-ethical-adoption-of-ai-heres-how-you-can-help\u002F\"\u003EOrganizations are fighting for the ethical adoption of AI. Here's how you can help\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EMeet My Agent conclusion: \"Agent ecosystems have the potential to multiply enterprise productivity and innovation to a level that humans can hardly comprehend. But they will only be as valuable as the humans that guide them; human knowledge and reasoning will give one network of agents the edge over another. Today, artificial intelligence is a tool. In the future, AI agents will operate our companies. It is our job to make sure they don't run amok. Given the pace of AI evolution, the time to start onboarding your agents is now.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003ETo learn more about Accenture's Technology Vision 2024 Report - Human by Design: How AI unleashes the next level of human potential - you can visit \u003C\u002Fem\u003E\u003Ca href=\"https:\u002F\u002Fwww.accenture.com\u002Fmu-en\u002Finsights\u002Ftechnology\u002Ftechnology-trends-2024\" target=\"_blank\"\u003E\u003Cem\u003Ehere\u003C\u002Fem\u003E\u003C\u002Fa\u003E\u003Cem\u003E. \u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-01-09 18:15:53",timezone:"UTC",updated:c,published:c},description:"In the coming years, businesses will have an increasingly powerful array of technologies at their disposal – and across the board, the technology is becoming more human. Accenture's report offers details - and dates.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"37b563aa-8ad1-4717-9ba6-e6bce66f8187",image:{id:"65fba34a-5d5a-4482-b2c7-0de9af1580b3",filename:"walk-bridgegettyimages-907634620.jpg",dateCreated:{created:c,date:"2024-01-09 18:14:40",timezone:"UTC",updated:c,published:c},alt:"walk-bridgegettyimages-907634620",credits:"LeoPatrizi\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F01\u002F09\u002F65fba34a-5d5a-4482-b2c7-0de9af1580b3\u002Fwalk-bridgegettyimages-907634620.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"ai-will-unleash-the-next-level-of-human-potential-heres-how-it-happens-and-when",startYear:c,summary:b,title:"AI will unleash the next level of human potential. Here's how it happens - and when",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"57b89c3b-5b67-4357-bd53-58c9f516a044",slug:"business",name:"Business",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9841d7c0-1be2-42d4-963b-3d0c080290bc",slug:"tech",name:"Tech",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"35e7efdb-10d7-11e4-9732-00505685119a",username:"Mark Samuels",profileUrl:c,email:c,firstName:"Mark",lastName:"Samuels",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"a31d923b-7b4c-11e4-9a74-d4ae52e95e57",filename:"marksamuels.jpg",dateCreated:{created:c,date:"2014-11-18 11:27:16",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2014\u002F11\u002F18\u002Fa31d923b-7b4c-11e4-9a74-d4ae52e95e57\u002Fmarksamuels.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Mark Samuels is a business journalist specialising in IT leadership issues. Formerly editor at CIO Connect and features editor of Computing, he has written for various organisations, including the Economist Intelligence Unit, The Guardian, The Times, The Sunday Times and Times Higher Education.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"7df283b2-046e-426c-aac8-b6f1c5888cd9\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"shunli zhao\u002FGetty Images\" data-image-alt-text=\"rainbow-bridgegettyimages-1212460137\" data-image-filename=\"rainbow-bridgegettyimages-1212460137.jpg\" data-image-date-created=\"2024\u002F01\u002F08\" data-image-width=\"2119\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe past 12 months have seen a rapid rise in both the use of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative artificial intelligence\u003C\u002Fa\u003E (AI) and a vociferous response to the technology that can be broadly classified in two camps.\u003C\u002Fp\u003E\u003Cp\u003EIn one camp are excited amateurs who are using generative AI tools from technology giants, such as OpenAI, Microsoft, and Google, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-write-better-chatgpt-prompts\u002F\" target=\"_blank\"\u003Eto create content from prompts in seconds\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-write-better-chatgpt-prompts\u002F\"\u003EHow to write better ChatGPT prompts for the best generative AI results\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn the second camp are creatives -- from writers and musicians to coders and artists -- who fear their hard-learned professional skills could be \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fin-a-win-for-humans-federal-judge-rules-that-ai-generated-artwork-cant-be-copyrighted\u002F\" target=\"_blank\"\u003Eundermined\u003C\u002Fa\u003E by the capabilities of generative AI.\u003C\u002Fp\u003E\u003Cp\u003EThis second camp fears their intellectual property is often being \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-we-can-harness-the-power-of-generative-ai-ethically\u002F\" target=\"_blank\"\u003Eexploited without their agreement\u003C\u002Fa\u003E to train the models that power generative AI models. \u003C\u002Fp\u003E\u003Cp\u003EYet sitting between these two camps are organizations and individuals who are looking to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ffive-ways-to-use-ai-responsibly\u002F\" target=\"_blank\"\u003Ecreate benefits from AI in a safe and ethical manner\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EOne of these pioneering professionals is Birgitte Aga, head of innovation and research at \u003Ca href=\"https:\u002F\u002Fwww.munchmuseet.no\u002F\" target=\"_blank\"\u003EMunch Museum\u003C\u002Fa\u003E (MUNCH) in Oslo, Norway, which contains the world's most extensive collection of art dedicated to the Norwegian artist Edvard Munch.\u003C\u002Fp\u003E\u003Cp\u003EWith 27,000 artworks, non-art objects and writings -- spread across 11 galleries on 13 floors --  the museum wants to show the best parts of its collection to the widest possible audience.\u003C\u002Fp\u003E\u003Cp\u003EAga's role is to help MUNCH achieve its objectives through the effective exploitation of emerging technologies, such as AI, machine learning (ML), and more.\u003C\u002Fp\u003E\u003Cp\u003ENow, in a leading-edge project alongside \u003Ca href=\"https:\u002F\u002Fwww.tcs.com\u002F\" target=\"_blank\"\u003Etechnology giant TCS\u003C\u002Fa\u003E, Aga and her colleagues at MUNCH are finding new ways to demonstrate how AI can boost interest in artistic endeavors, rather than just being a potential threat to creative processes.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-leonardo-ai-to-generate-stunning-artwork-and-other-images\u002F\"\u003EHow to use Leonardo AI to generate stunning artwork and images\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"The central point of what we create is the artwork,\" says Aga in a one-to-one video interview with ZDNET. \"We're not replacing the painting with technology; we're enriching the experience.\"\u003C\u002Fp\u003E\u003Cp\u003ETCS and MUNCH are designing, developing, and testing pioneering AI and ML technologies connected to the museum's database of 7,000 original drawings.\u003C\u002Fp\u003E\u003Cp\u003E\"We need to get people into the museum and get them engaged,\" says Aga. \"One of the ways we're doing that is through technology. We are rethinking how you can make an archive of artworks relevant to the audience through the practice of drawing.\"\u003C\u002Fp\u003E\u003Cp\u003EThe two organizations are training an ML algorithm with Munch's drawings and developing a user interface that allows museum visitors to become immersed in his artwork. \u003C\u002Fp\u003E\u003Cp\u003EAga describes the interface, which is currently at the prototype stage, as \"a back projection on a transparent surface.\" \u003C\u002Fp\u003E\u003Cp\u003EWhen a user places a sheet of paper on the interface and starts drawing, their pen marks are met with a projected line from the machine-learning algorithm in real time: \"The AI guides them to explore their own and Munch's creative drawing process simultaneously.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots: ChatGPT and other noteworthy alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhile the rapid rise of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\" target=\"_blank\"\u003Egenerative AI applications\u003C\u002Fa\u003E -- such as Midjourney and DALL-E -- has shown the game-changing power of emerging technology, Aga believes MUNCH's pioneering collaboration with TCS highlights how the old world can work hand-in-hand with the new.\u003C\u002Fp\u003E\u003Cp\u003E\"AI in our sector is a very sensitive subject. We understand our role in society is to be a platform to discuss what AI is and what effect it has on liberty, society, and the individual,\" she says.\u003C\u002Fp\u003E\u003Cp\u003E\"Our work is about reassuring audiences and partners that AI is not going to replace the museum or Edvard Munch. And I think it's super-exciting to think about what this technology can do for audiences and how we can reach more people.\"\u003C\u002Fp\u003E\u003Cp\u003EAga recognizes that the ethical application of emerging technology is a crucial success factor, which is something other experts have mentioned before.\u003C\u002Fp\u003E\u003Cp\u003EAvivah Litan, distinguished VP analyst at Gartner, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-3-biggest-risks-from-generative-ai-and-how-to-deal-with-them\u002F\"\u003Eexplained to me last year\u003C\u002Fa\u003E how any executives dabbling in emerging technology must \"manage the risks before they manage you.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-3-biggest-risks-from-generative-ai-and-how-to-deal-with-them\u002F\"\u003EThe 3 biggest risks from generative AI - and how to deal with them\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EGartner recently polled 700-plus executives about \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-3-biggest-risks-from-generative-ai-and-how-to-deal-with-them\u002F\" target=\"_blank\"\u003Ethe risks of generative AI\u003C\u002Fa\u003E and discovered CIOs are most concerned about data privacy, followed by hallucinations, and then security.\u003C\u002Fp\u003E\u003Cp\u003ELitan says executives must make sure they use data and AI in a way that's acceptable to the organization, its people, and its customers. \u003C\u002Fp\u003E\u003Cp\u003EAga says MUNCH has a talented team of mediators and learning specialists who explore how to make Edvard Munch's art relevant to the general public.\u003C\u002Fp\u003E\u003Cp\u003E\"We start with user need,\" she says. \"We have users that come to the museum, such as young adults, who want an interactive and participatory experience. They don't want to just come and stand in front of a painting.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-art-generator\u002F\"\u003EThe best AI art generators: DALL-E 2 and fun alternatives to try\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHowever, creating a great, data-led experience is far from straightforward. For a start, there's a time lag in many current generative AI interfaces between the input of a prompt and the output of content.\u003C\u002Fp\u003E\u003Cp\u003E\"There are lots of technology and research challenges that we haven't encountered before,\" says Aga. \"We're trying to decipher how an artist drew while, at the same time, trying to create a user interface that works in real time.\"\u003C\u002Fp\u003E\u003Cp\u003EYet Aga says the museum's AI-led project is progressing well. Depending on the success of the prototyping stage and user feedback, the interface could be used to create a new experience for audiences in locations beyond Oslo in the future.\u003C\u002Fp\u003E\u003Cp\u003E\"AI is super-interesting for us in terms of both research and innovation. We're very excited to be working with TCS,\" she says. \"The project is about presenting Munch's work and making it relevant. We're only starting the exploration. This is the first test on how we can work together and we'll see where else this initiative can go.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-we-can-harness-the-power-of-generative-ai-ethically\u002F\"\u003EThe ethics of generative AI: How we can harness this powerful technology\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn fact, more data-led innovation is already taking place. The Museum's \u003Ca href=\"https:\u002F\u002Fwww.munchmuseet.no\u002Fen\u002Fabout\u002Fresearch\u002Faudience-lab\u002F\"\u003EMUNCH Audience Lab\u003C\u002Fa\u003E, for example, continues to explore a range of technology-based experiences for all kinds of audiences. \u003C\u002Fp\u003E\u003Cp\u003EAga says her organization is exploring how language models might help to create a knowledge base of the museum's vast collection. \u003C\u002Fp\u003E\u003Cp\u003EMUNCH is also part of a broader European project that's investigating how AI might help to predict color fading in art objects, with this insight used to bolster conservation efforts.\u003C\u002Fp\u003E\u003Cp\u003EWhether it's through machine learning, immersive technology, or gaming, Aga says the museum's pioneering data initiatives aim to introduce digital systems carefully and effectively.\u003C\u002Fp\u003E\u003Cp\u003E\"Emerging technology that's implemented in the wrong way can threaten liberty, equality, individuality, and creativity,\" she says.\u003C\u002Fp\u003E\u003Cp\u003E\"But emerging technology that's applied in the right way can provide knowledge, research, and understanding. We're custodians of the artwork for Oslo's inhabitants. And our job is to conserve, present, and make relevant Munch's artistry to the people.\"\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-01-08 18:38:46",timezone:"UTC",updated:c,published:c},description:"Some people fear the rise of artificial intelligence could sound a death knell for artists, but this museum is using emerging technology to bring the creative process to life.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"28e86d63-1065-4b30-8b3c-f64af28f2402",image:{id:"7df283b2-046e-426c-aac8-b6f1c5888cd9",filename:"rainbow-bridgegettyimages-1212460137.jpg",dateCreated:{created:c,date:"2024-01-08 18:28:28",timezone:"UTC",updated:c,published:c},alt:"rainbow-bridgegettyimages-1212460137",credits:"shunli zhao\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F01\u002F08\u002F7df283b2-046e-426c-aac8-b6f1c5888cd9\u002Frainbow-bridgegettyimages-1212460137.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2119,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"can-ai-make-art-more-accessible-one-museum-models-a-safe-way-forward",startYear:c,summary:b,title:"Can AI make art more accessible? One museum models a safe way forward",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"8d600230-8175-11e2-9d12-0018fe8a00b0",username:"Jack Wallen",profileUrl:c,email:c,firstName:"Jack",lastName:"Wallen",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"f03bef9a-858a-451d-bc30-8c603c2ba899",filename:"jack-wallen.jpg",dateCreated:{created:c,date:"2022-08-05 15:04:34",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Ff03bef9a-858a-451d-bc30-8c603c2ba899\u002Fjack-wallen.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Jack Wallen is what happens when a Gen Xer mind-melds with present-day snark. Jack is a seeker of truth and a writer of words with a quantum mechanical pencil and a disjointed beat of sound and soul. An award-winning writer and novelist, Jack has been covering Linux, open-source, and other topics since the late 1990s for numerous publications such as ZDNET, CNET, TechRepublic, Linux.com, The New Stack, Linode, TechTarget, and Linux New Media. Jack's also written over 50 novels of fiction, at least one of which focuses on the Linux operating system. For more news about Jack Wallen, visit his website jackwallen.com.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"98a531f0-55df-4ea7-8875-115ef0a18657\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"June Wan\u002FZDNET\" data-image-alt-text=\"Google Pixel 8 Assistant Summarize\" data-image-filename=\"dsc00005.jpg\" data-image-date-created=\"2023\u002F10\u002F11\" data-image-width=\"4240\" data-image-height=\"2384\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI've been using Google's \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-google-phone\u002F\" target=\"_blank\"\u003EPixel line of phones\u003C\u002Fa\u003E since the first one dropped years ago. But I have a confession to make: I don't use \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-assistant-is-about-to-get-supercharged-by-generative-ai-says-new-report\u002F\" target=\"_blank\"\u003EGoogle Assistant\u003C\u002Fa\u003E all that much. I can't explain exactly why I never got into the habit of using such a useful tool, but it never happened. Don't get me wrong: Every so often I do say the magic phrase, \"Hey Google…\" followed by a question I just don't feel like typing.\u003C\u002Fp\u003E\u003Cp\u003EAnd I believe that's the crux of the issue for me. I'm a professional writer, so I prefer to type. I don't even use speech-to-text to write messages (unlike my wife, who's a pro at it).\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-drastically-improve-your-privacy-on-google-bard-with-this-one-simple-setting\u002F\"\u003EHow to drastically improve your privacy on Google Bard with this one simple setting\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThat being said, rumors abound that Google is considering \u003Ca href=\"https:\u002F\u002Fblog.google\u002Fproducts\u002Fassistant\u002Fgoogle-assistant-bard-generative-ai\u002F\" target=\"_blank\"\u003Ereplacing the current Assistant with its Bard AI\u003C\u002Fa\u003E. Another rumor is that OpenAI is going to \u003Ca href=\"https:\u002F\u002Farstechnica.com\u002Fgadgets\u002F2024\u002F01\u002Fandroid-users-could-soon-replace-google-assistant-with-chatgpt\u002F\" target=\"_blank\"\u003Emake a ChatGPT option\u003C\u002Fa\u003E for Google Assistant. \u003C\u002Fp\u003E\u003Cp\u003EAll of this begs a question or two.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EQuestion 1: What about privacy?\u003C\u002Fh2\u003E\u003Cp\u003EThis should be on everyone's mind. If Google were to replace Assistant with AI, my guess is that there would be an exponential rise in users. Why? Because the feature would be far more useful than its current state. \u003C\u002Fp\u003E\u003Cp\u003EIf far more people started using an AI-powered assistant, how is Google (and Android) going to handle privacy? That's a lot of questions asked and answered. On top of that, the AI is going to learn an awful lot about people. That inspires another question: What will Google do with the information it garners from its users? Will that information be stored and, if so, where and for how long?\u003C\u002Fp\u003E\u003Cp\u003EThis could wind up being a situation where users will discover they should have opted out early on because their information is not only being saved but it's also being used to further train AI. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F4-ways-to-overcome-your-biggest-worries-about-generative-ai\u002F\"\u003E4 ways to overcome your biggest worries about generative AI\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EYou see, the questions keep piling on.\u003C\u002Fp\u003E\u003Cp\u003EAlthough I am vocal (and adamant) about keeping AI out of artistic, journalistic, and political endeavors (and other such endeavors that require a heart and soul), I'm not against using AI where it has practical and useful applications that would help improve quality of life or how well a piece of technology functions. But when AI crosses the line of privacy, things get dicey.\u003C\u002Fp\u003E\u003Cp\u003ERemember, a Bard or ChatGPT assistant isn't Siri or Google Assistant -- this is much,\u003Cem\u003E much\u003C\u002Fem\u003E more, and it could lead to serious breaches of privacy. If you think web browser fingerprinting can create an accurate profile of you, wait until you see what AI can do.\u003C\u002Fp\u003E\u003Ch2\u003EQuestion 2: Where is it all processed?\u003C\u002Fh2\u003E\u003Cp\u003EThis next question is a big one and it's directly related to the first. AI takes a serious amount of computing power to do what it does; far more than what even a flagship phone can offer. With that in mind, where will those AI-powered queries be processed? Unless Google has some serious magic up its sleeve, I can't see the Pixel 9 or 10 Pro being powerful enough to handle that much CPU load. Does that mean queries will be off-loaded to the cloud, processed, and sent back? \u003C\u002Fp\u003E\u003Cp\u003ENow, I understand that all of the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-workspaces-ai-assistant-duet-ai-is-about-to-get-a-whole-lot-smarter\u002F\" target=\"_blank\"\u003Ecurrent assistants use AI\u003C\u002Fa\u003E. However, they aren't straight-up AI. My guess is that at least some of the processing power will have to be augmented by Google's own servers. And I'm not saying that will dramatically slow down the process, but it won't be nearly as fast as it would be if it were all handled locally.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcould-you-soon-be-running-ai-tasks-right-on-your-smartphone-mediatek-says-yes\u002F\"\u003ECould you soon be running AI tasks right on your smartphone? \u003C\u002Fa\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBut there's another issue. If Android does have to offload some of those queries to Google's servers, that means the data will be transferred over the internet. How will Google secure this data? And will the query be used to further train the neural network (and will they require your permission to do so)?\u003C\u002Fp\u003E\u003Cp\u003EYou see, it's a big circular \"What if?\" at the moment and I'm not certain how comfortable I am with these questions hanging in the air.\u003C\u002Fp\u003E\u003Cp\u003EIf Google's AI-powered assistant is going to circumnavigate our privacy, then I want nothing to do with it. And, if the system resources of a phone (CPU, RAM, and internal storage) need to be \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcould-you-soon-be-running-ai-tasks-right-on-your-smartphone-mediatek-says-yes\u002F\" target=\"_blank\"\u003Eseriously beefed up\u003C\u002Fa\u003E, will that cost be foisted onto consumers -- just so that AI can be used in place of Google Assistant?\u003C\u002Fp\u003E\u003Cp\u003EThis might all be moot. Google may have discovered a way to retain our privacy and keep all queries processed locally on the phone (and encrypted). But until the company releases a statement or documentation to state those very things, we have to assume the answer to those questions might not have the best interests of the consumer in mind.\u003C\u002Fp\u003E\u003Cp\u003EOne thing is for certain: 2024 will be a rather interesting year for phone technology.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-01-09 18:26:41",timezone:"UTC",updated:c,published:c},description:"A Bard or ChatGPT assistant isn't Siri or Google Assistant - it's so much more, and could lead to serious breaches. When will Google answer these questions?",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"a433386e-b06a-4fa4-b3e5-115656c07497",image:{id:"98a531f0-55df-4ea7-8875-115ef0a18657",filename:"dsc00005.jpg",dateCreated:{created:c,date:"2023-10-11 11:44:53",timezone:"UTC",updated:c,published:c},alt:"Google Pixel 8 Assistant Summarize",credits:"June Wan\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F10\u002F11\u002F98a531f0-55df-4ea7-8875-115ef0a18657\u002Fdsc00005.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:4240,height:2384,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"hey-google-if-ai-is-replacing-google-assistant-i-have-two-questions",startYear:c,summary:b,title:"Hey Google: If AI is replacing Google Assistant, I have two questions",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1050fa4d-ec91-11e3-95d2-02911863765e",slug:"google",name:"Google",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"113c25b6-ec91-11e3-95d2-02911863765e",slug:"security",name:"Security",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"b0fb3d1e-3e24-473d-9325-eaaf1980f7c7",slug:"android",name:"Android",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d}],componentLabel:"Explore a fresh perspective",description:c,filters:c,paging:c,slug:"dynamic-topic-4-story-carousel-analysis",title:"Analysis & Opinion",label:c,viewMoreText:c,viewMoreUrl:c,relatedItems:c},{id:"53f83281-8c1e-49aa-9f2c-2d1d07e6cd91",meta:{componentName:"53f83281-8c1e-49aa-9f2c-2d1d07e6cd91",componentDisplayName:"Product Research",componentType:"ContentList"},metadata:{},links:{self:{href:"https:\u002F\u002Fbender.cnetstatic.com\u002Fapi\u002Fneutron\u002Fcomponents\u002Fzdnet\u002Flisting\u002Fdynamic_listing\u002F53f83281-8c1e-49aa-9f2c-2d1d07e6cd91\u002Fweb?searchBy=id&topicSlug=artificial-intelligence&componentType=ContentList&componentName=53f83281-8c1e-49aa-9f2c-2d1d07e6cd91"}},items:[{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"f794f8bb-2fcc-421a-9341-9583a5e48d0a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"ChatGPT vs Copilot vs Gemini\" data-image-filename=\"chatgptvscopilotvfgemini.jpg\" data-image-date-created=\"2024\u002F02\u002F09\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003EArtificial intelligence (AI)\u003C\u002Fa\u003E has transformed how we \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-is-the-most-sought-out-tech-skill-in-the-workforce-according-to-a-study\u002F\" target=\"_blank\"\u003Ework\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-your-kids-can-use-chatgpt-safely-according-to-a-mom\u002F\" target=\"_blank\"\u003Eplay\u003C\u002Fa\u003E in the past 18 months, allowing almost anyone to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\" target=\"_blank\"\u003Ewrite code\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-dall-e-2-to-turn-your-creative-visions-into-ai-generated-art\u002F\" target=\"_blank\"\u003Ecreate art\u003C\u002Fa\u003E, and even \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-is-trouncing-money-managers-and-is-destined-to-turn-the-investing-world-upside-down\u002F\" target=\"_blank\"\u003Emake investments\u003C\u002Fa\u003E. For \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-used-chatgpt-and-ai-art-tools-to-launch-my-etsy-business-fast\u002F\" target=\"_blank\"\u003Eprofessional\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-asked-chatgpt-to-write-a-short-star-trek-episode-it-actually-succeeded\u002F\" target=\"_blank\"\u003Ehobbyist\u003C\u002Fa\u003E users, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E tools, such as \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E, offer advanced capabilities to produce decent-quality content from a simple user prompt.\u003C\u002Fp\u003E\u003Cp\u003EKeeping up with all the latest AI tools can get confusing, especially as Microsoft added \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-gpt-4-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EGPT-4\u003C\u002Fa\u003E to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-the-new-bing-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EBing Chat\u003C\u002Fa\u003E and renamed it Copilot, OpenAI added \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-ways-openai-just-supercharged-chatgpt-for-free-users\u002F\" target=\"_blank\"\u003Enew capabilities to ChatGPT and released GPT-4o\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-bard-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EGoogle plugged Bard\u003C\u002Fa\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-unveils-bard-extensions-to-integrate-ai-with-gmail-docs-maps-and-more\u002F\" target=\"_blank\"\u003Einto its ecosystem\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-rebrands-bard-to-gemini-now-available-for-the-first-time-on-mobile\u002F\" target=\"_blank\"\u003Erebranded the chatbot as Gemini\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt\u002F\"\u003EHow to use ChatGPT (and how to access GPT-4o)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EKnowing which of the three most popular AI chatbots is best to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbard-vs-chatgpt-can-bard-help-you-code\u002F\" target=\"_blank\"\u003Ewrite code\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F\" target=\"_blank\"\u003Egenerate text\u003C\u002Fa\u003E, or help \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-build-your-resume\u002F\" target=\"_blank\"\u003Ebuild resumes\u003C\u002Fa\u003E is challenging. Let's break down the biggest differences so you can choose the one that best meets your needs. \u003C\u002Fp\u003E\u003Ch2\u003ETesting ChatGPT vs. Copilot vs. Gemini\u003C\u002Fh2\u003E\u003Cp\u003ETo help determine which AI chatbot gives more accurate answers, I'm going to use a simple prompt to compare them: \u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003E\"I have 5 oranges today, I ate 3 oranges last week. How many oranges do I have left?\"\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EThe answer should be five, as the number of oranges I ate last week doesn't affect the number of oranges I have today. Here's a quick overview of how the AI chatbots performed with this test:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EChatGPT\u003C\u002Fstrong\u003E with \u003Cem\u003EGPT-4o\u003C\u002Fem\u003E: Succeeded\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EChatGPT\u003C\u002Fstrong\u003E with \u003Cem\u003EGPT-4o mini\u003C\u002Fem\u003E: Succeeded\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EChatGPT\u003C\u002Fstrong\u003E with \u003Cem\u003EGPT-4\u003C\u002Fem\u003E: Succeeded\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EChatGPT\u003C\u002Fstrong\u003E with \u003Cem\u003EGPT-3.5\u003C\u002Fem\u003E: Failed\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EMicrosoft Copilot\u003C\u002Fstrong\u003E: Succeeded\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EGoogle Gemini\u003C\u002Fstrong\u003E: Succeeded\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EGoogle Gemini Advanced\u003C\u002Fstrong\u003E: Succeeded\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EFirst, let's explore why you could choose ChatGPT over Microsoft Copilot and Google Gemini.\u003C\u002Fp\u003E\u003Chr\u003E\u003Ch2\u003E You should use ChatGPT if...\u003Cbr\u003E \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"898f9e84-a9f2-4253-bf86-0010c41b58d4\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Introducing ChatGPT\" data-image-filename=\"chatgpt1.jpg\" data-image-date-created=\"2024\u002F02\u002F09\" data-image-width=\"5184\" data-image-height=\"2912\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E 1. You want the most advanced AI chatbot for free\u003C\u002Fh3\u003E\u003Cp\u003EOpenAI lets users access \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E, powered by its GPT-3.5 and the GPT-4o models, for free with a registered account. If you're willing to pay for the Plus version, you can access GPT-4, use a higher prompt limit for GPT-4o, and get early access to new features for $20 per month.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"944809fa-097f-4e81-b1e5-751925f26b9a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EChatGPT with GPT-4o, available for free users, answered the question correctly.&nbsp;\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"ChatGPT Plus\" data-image-filename=\"gpt-4o.jpg\" data-image-date-created=\"2024\u002F05\u002F21\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EGPT-4o is a new multimodal model available to free and paying ChatGPT users. Rather than relying on three separate models to power its features -- GPT-4 for text, DALL-E 3 for images, and Whisper for voice -- ChatGPT now uses GPT-4o to process and generate text, images, and sounds. This makes it faster than GPT-4 for paying ChatGPT subscribers and just as good for ChatGPT users who don't want to pay.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-best-ai-chatbots-for-programming-and-a-bunch-that-failed-miserably\u002F\"\u003EThe best AI chatbots for programming, and a bunch that failed miserably\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAside from the latest GPT-4o model, free users now also get most of the previously exclusive features to ChatGPT Plus users. These include web browsing, access to custom GPTs, ChatGPT Memory, and advanced data analysis.\u003C\u002Fp\u003E\u003Ch3\u003E2. You want to try the most popular AI chatbot\u003C\u002Fh3\u003E\u003Cp\u003EOpenAI released a widespread preview of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E in November 2022. Since then, the AI chatbot gained millions of users and has been at the center of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fapple-restricts-chatgpt-employee-usage-due-to-data-privacy-concerns\u002F\" target=\"_blank\"\u003Econtroversies\u003C\u002Fa\u003E, especially as people uncover its potential to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Funiversities-that-ban-chatgpt-may-be-hurting-their-own-admissions-according-to-a-study\u002F\" target=\"_blank\"\u003Edo schoolwork\u003C\u002Fa\u003E and replace some work across industries.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwelcome-to-the-ai-revolution-from-horsepower-to-manpower-to-machine-power\u002F\"\u003EWelcome to the AI revolution: From horsepower to manpower to machine-power\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESince its release, I've been using ChatGPT almost daily. Although its interface has remained simple, minor changes have greatly improved the tool, including GPT-4o for free users, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-helpful-ways-to-use-chatgpts-custom-instructions\u002F\" target=\"_blank\"\u003ECustom Instructions\u003C\u002Fa\u003E, and easier account access.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"1aecc0b0-be5b-433c-86ec-e9358bc9f066\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe free version of ChatGPT using the default GPT-3.5 model gave the wrong answer to our question.\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"ChatGPT free version\" data-image-filename=\"gpt-3-5.jpg\" data-image-date-created=\"2024\u002F05\u002F21\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAlthough ChatGPT has proven to be a valuable AI tool, it can be prone to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-tricked-chatgpt-into-telling-me-lies\u002F\" target=\"_blank\"\u003Emisinformation\u003C\u002Fa\u003E. Like other large language models (LLMs), GPT-3.5 is imperfect, as it is trained on human-created data up to January 2022. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-put-gpt-4o-through-my-coding-tests-and-it-aced-them-except-for-one-weird-result\u002F\"\u003EI put GPT-4o through my coding tests and it aced them - except for one weird result\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe tool also often fails to comprehend nuances, like it did with our math question example, which it answered incorrectly by saying we have two oranges left when the answer should be five.\u003C\u002Fp\u003E\u003Cp\u003EThe GPT-4o model answered the math question correctly, having understood the full context of the problem from beginning to end.\u003C\u002Fp\u003E\u003Cp\u003ENext, let's consider \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-copilot-formerly-bing-chat-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EMicrosoft Copilot\u003C\u002Fa\u003E, a great way to access GPT-4 for free.\u003C\u002Fp\u003E\u003Ch2\u003E You should use Microsoft Copilot if... \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"247e32b1-ab00-49d5-8bee-ed3c2d5b52f8\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Microsoft Copilot\" data-image-filename=\"copilot.jpg\" data-image-date-created=\"2024\u002F02\u002F09\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E1. You want to use GPT-4 for free\u003C\u002Fh3\u003E\u003Cp\u003EAlthough the free version of ChatGPT lets you use GPT-4o, free users are limited to about 15 messages every three hours or even less during peak hours. After reaching your GPT-4o limit, your chat session reverts to GPT-3.5, limited to generating conversational text and information only until January 2022.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-the-new-bing-and-how-its-different-from-chatgpt\u002F\"\u003EHow to use Copilot (formerly called Bing Chat)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EMeanwhile, Copilot can access the internet to deliver more current information than GPT-3.5, with links to sources.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"21e18feb-79f8-4fec-811e-2460b320437b\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ECopilot's Creative conversation style was the only Copilot mode to answer the question accurately.\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Bing (precise)\" data-image-filename=\"creative.jpg\" data-image-date-created=\"2024\u002F05\u002F21\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThere are other benefits, too. \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-the-new-bing-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003ECopilot\u003C\u002Fa\u003E is powered by GPT-4, OpenAI's LLM, and is completely free. Unfortunately, you are limited to five responses per conversation and can only enter up to 4,000 characters in each prompt. Copilot will eventually get GPT-4o built-in, but Microsoft hasn't made this update widely available yet.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-copilot-vs-copilot-pro-is-the-pro-flavor-worth-the-subscription-price\u002F\"\u003EMicrosoft Copilot vs. Copilot Pro: Is the subscription fee worth it?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ECopilot's user interface is a bit more cluttered than ChatGPT's, but it's still easy to navigate. While Copilot can access the internet to give you more up-to-date results compared to ChatGPT powered by GPT-3.5, I've found it is more prone to stalling before replying and will miss more prompts than its competitor.\u003C\u002Fp\u003E\u003Ch3\u003E 2. You prefer more visual features\u003C\u002Fh3\u003E\u003Cp\u003EMicrosoft has upgraded its platform several times to add visual features to Copilot. At this point, you can ask Copilot questions like, \"What is a Tasmanian devil?\" and get a response complete with photos, lifespan, diet, and more, for a more scannable result that is easier to digest than a wall of text. \u003C\u002Fp\u003E\u003Cp\u003EYou can also ask Copilot to generate images for you. Give Copilot a description of what you want the image to look like, and the chatbot will generate four images for you to choose from. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fin-search-of-the-foolproof-ai-watermark\u002F\"\u003EIn search of the foolproof AI watermark\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EMicrosoft Copilot features different conversational styles, including Creative, Balanced, and Precise, which alter how light or straightforward the interactions are. Unfortunately, conversation styles can have varying degrees of accuracy. Historically, Precise has been the most accurate in my experience, but that recently changed. Of all three conversation styles, the only one that answered my orange question correctly was Creative.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"9dd38eb9-fdcb-4489-aefa-a79ebdb8e613\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe Balanced and Precise conversation styles in Microsoft Copilot answered my question inaccurately.\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Bing Precise \" data-image-filename=\"balanced.jpg\" data-image-date-created=\"2024\u002F05\u002F21\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EFinally, let's turn to Google's Gemini, formerly known as Bard. It uses Google's LLM, also named Gemini, and has received considerable upgrades over the past few months.\u003C\u002Fp\u003E\u003Ch2\u003EYou should use Gemini if...\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b87a0400-68df-4258-9b68-abb6b16dd5d0\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Google Gemini chatbot\" data-image-filename=\"gemini-copy.jpg\" data-image-date-created=\"2024\u002F02\u002F09\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E1. You want a fast, almost unlimited experience\u003C\u002Fh3\u003E\u003Cp\u003EDuring my time testing different AI chatbots, I saw \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-bard-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EGoogle Bard\u003C\u002Fa\u003E catch a \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-google-bard-it-was-surprising-in-a-bad-way\u002F\" target=\"_blank\"\u003Elot of flack for its shortcomings\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-gemini-formerly-google-bard-everything-you-should-know\u002F\"\u003EHow to use Gemini (formerly Google Bard): Everything you should know\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhile I'm not saying those comments are unjustified, I will say that Google's AI chatbot, now named Gemini and powered by a completely different AI model than the one it debuted with, has improved greatly -- though it can still \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fglue-pizza-gasoline-spaghetti-google-explains-what-happened-with-its-wonky-ai-search-results\u002F\" target=\"_blank\"\u003Emake mistakes\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003EGemini gives speedy answers, which have become more accurate over time. It's not faster than ChatGPT Plus, but it can respond faster than Copilot and the free GPT-3.5 version of ChatGPT, though your mileage may vary. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0ca28449-7fc6-4eb5-8f34-3a9c459031a5\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EGemini answered accurately, like GPT-4o and Copilot's Creative conversation style.\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Bard response\" data-image-filename=\"gemini.jpg\" data-image-date-created=\"2024\u002F05\u002F21\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EBard used to make the same mistake as other chatbots with my example math problem by incorrectly using the 5 - 3 = 2 formula. However, Gemini -- powered by Google's new Gemini Pro, the company's largest LLM -- now answers the question correctly.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcopilot-pro-vs-chatgpt-plus-which-is-ai-chatbot-is-worth-your-20-a-month\u002F\"\u003ECopilot Pro vs. ChatGPT Plus: Which is AI chatbot is worth your $20 a month?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EGemini is also not limited to a set number of responses. You can have long conversations with Google's Gemini, unlike with Copilot, which is limited to five replies in one conversation. Even ChatGPT Plus limits users to 40 messages every three hours. \u003C\u002Fp\u003E\u003Ch3\u003E2. You want the full Google experience\u003Cbr\u003E\u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"721492b4-1ab4-4d16-ba7f-aba486a920c6\" data-size=\"medium\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Maria Diaz\u002FZDNET\" data-image-alt-text=\"Google Bard - Google Maps\" data-image-filename=\"beaches.jpg\" data-image-date-created=\"2024\u002F02\u002F09\" data-image-width=\"876\" data-image-height=\"1500\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EGoogle also incorporates more visual elements into its Gemini platform than those currently available in Copilot. Users can generate images using Gemini, upload photos through an integration with \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-lens-my-7-favorite-ways-to-use-this-amazing-image-tool\u002F\" target=\"_blank\"\u003EGoogle Lens\u003C\u002Fa\u003E, and enjoy Kayak, OpenTable, Instacart, and Wolfram Alpha plugins.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-ai-tools-that-can-supercharge-your-everyday-life-and-work\u002F\"\u003E6 AI tools to supercharge your work and everyday life\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EGemini is slowly becoming a full Google experience thanks to extensions that add a wide range of Google applications. You can add extensions for Google Workspace, YouTube, Google Maps, Google Flights, and Google Hotels, giving you a more personalized and useful experience.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-08-13 17:53:00",timezone:"UTC",updated:c,published:c},description:"AI chatbots are more popular than ever, but with new updates coming out every few months, how do you determine which one is the best?",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"4593428a-1950-4811-af96-a13f191d7a5c",image:{id:"f794f8bb-2fcc-421a-9341-9583a5e48d0a",filename:"chatgptvscopilotvfgemini.jpg",dateCreated:{created:c,date:"2024-02-09 15:00:01",timezone:"UTC",updated:c,published:c},alt:"ChatGPT vs Copilot vs Gemini",credits:"Maria Diaz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F02\u002F09\u002Ff794f8bb-2fcc-421a-9341-9583a5e48d0a\u002Fchatgptvscopilotvfgemini.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"review-multi",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:"ChatGPT vs. Microsoft Copilot vs. Gemini: Which is the best AI chatbot?",section:b,slug:"chatgpt-vs-microsoft-copilot-vs-gemini-which-is-the-best-ai-chatbot",startYear:c,summary:b,title:"ChatGPT vs. Microsoft Copilot vs. Gemini: Which is the best AI chatbot?",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1050fa4d-ec91-11e3-95d2-02911863765e",slug:"google",name:"Google",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"10c1d40e-ec91-11e3-95d2-02911863765e",slug:"microsoft",name:"Microsoft",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"96093490-341e-45e4-b27a-bf297aa2c5bb",slug:"services-software",name:"Services & Software",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EI've been around technology for long enough that very little excites me, and even less surprises me. But shortly after \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EOpen AI's ChatGPT\u003C\u002Fa\u003E was released, I asked it to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-asked-chatgpt-to-write-a-wordpress-plugin-i-needed-it-did-it-in-less-than-5-minutes\u002F\" target=\"_blank\"\u003Ewrite a WordPress plugin for my wife's e-commerce site\u003C\u002Fa\u003E. When it did, and the plugin worked, I was indeed surprised.\u003C\u002Fp\u003E\u003Cp\u003EThat was the beginning of my deep exploration into chatbots and AI-assisted programming. Since then, I've subjected 10 large machine models (LLMs) to four real-world tests. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EHow to use ChatGPT to write: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-build-your-resume\u002F\"\u003EResumes\u003C\u002Fa\u003E | \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fhow-to-use-chatgpt-to-write-excel-formulas\u002F?ftag=CAD-03-10abf6j\"\u003EExcel formulas\u003C\u002Fa\u003E | \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F\"\u003EEssays\u003C\u002Fa\u003E | \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-a-cover-letter\u002F\"\u003ECover letters\u003C\u002Fa\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EUnfortunately, not all chatbots can code alike. It's been 18 months since that first test, and even now, five of the 10 LLMs I tested can't create working plugins. \u003C\u002Fp\u003E\u003Cp\u003EIn this article, I'll show you how each LLM performed against my tests. There are two chatbots I recommend you use, but they cost $20\u002Fmonth. The free versions of the same chatbots do well enough that you could probably get by without paying. But the rest, whether free or paid, are not so great. I won't risk my programming projects with them or recommend that you do until their performance improves. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-test-an-ai-chatbots-coding-ability-and-you-can-too\u002F\" target=\"_blank\"\u003EHow I test an AI chatbot's coding ability - and you can too\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EI've written a lot about \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-test-an-ai-chatbots-coding-ability-and-you-can-too\u002F\" target=\"_blank\"\u003Eusing AIs to help with programming\u003C\u002Fa\u003E. Unless it's a small, simple project, like my wife's plugin, AIs can't write \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-create-an-app\u002F\" target=\"_blank\"\u003Eentire apps\u003C\u002Fa\u003E or programs. But they excel at writing a few lines and are not bad at fixing code. \u003C\u002Fp\u003E\u003Cp\u003ERather than repeat everything I've written, go ahead and read this article: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\"\u003EHow to use ChatGPT to write code: What it can and can't do for you\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003EIf you want to understand my coding tests, why I've chosen them, and why they're relevant to this review of the 10 LLMs, read this article: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-test-an-ai-chatbots-coding-ability-and-you-can-too\u002F\"\u003EHow I test an AI chatbot's coding ability - and you can too\u003C\u002Fa\u003E.  \u003C\u002Fp\u003E\u003Cp\u003ELet's start with a comparative look at how the chatbots performed:\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"e861c821-e3c3-4ee9-957f-ab02d9bae2fa\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"David Gewirtz\u002FZDNET\" data-image-alt-text=\"ai-comparison-001\" data-image-filename=\"ai-comparison-001.jpg\" data-image-date-created=\"2024\u002F08\u002F12\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ENext, let's look at each chatbot individually. I'll discuss nine chatbots, even though the above chart shows 10 LLMs. The results for \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F\" target=\"_blank\"\u003EGPT-4 and GPT-4o\u003C\u002Fa\u003E are both included in ChatGPT Plus. Ready? Let's go. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"332440bf-289c-45da-94f1-f3904b8e6e42\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003EPrice: $20\u002Fmo\u003C\u002Fli\u003E\u003Cli\u003ELLM: GPT-4o, GPT-4, GPT-3.5\u003C\u002Fli\u003E\u003Cli\u003EDesktop browser interface: Yes\u003C\u002Fli\u003E\u003Cli\u003EDedicated Mac app: Yes\u003C\u002Fli\u003E\u003Cli\u003EDedicated Windows app: No\u003C\u002Fli\u003E\u003Cli\u003EMulti-factor authentication: Yes\u003C\u002Fli\u003E\u003Cli\u003ETests passed: 4 of 4\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcopilot-pro-vs-chatgpt-plus-which-is-ai-chatbot-is-worth-your-20-a-month\u002F" target="_blank"\u003EChatGPT Plus\u003C\u002Fa\u003E&nbsp;with GPT-4 and GPT-4o passed all my tests. One of my favorite features is the availability of a dedicated app. When I test web programming, I have my browser set on one thing, my IDE open, and the \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpts-app-for-macos-rolls-out-to-all-users-why-its-worth-checking-out\u002F" target="_blank"\u003EChatGPT Mac app\u003C\u002Fa\u003E running on a separate screen.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-put-gpt-4o-through-my-coding-tests-and-it-aced-them-except-for-one-weird-result\u002F"\u003EI put GPT-4o through my coding tests and it aced them - except for one weird result\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn addition,&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Flogitechs-free-ai-prompt-builder-is-surprisingly-handy-heres-how-im-using-it\u002F"\u003ELogitech's Prompt Builder\u003C\u002Fa\u003E, which pops up using a mouse button, can be set up to use the upgraded GPT-4o and connect to your OpenAI account, making it a simple thumb-tap to run a prompt, which is very convenient.\u003C\u002Fp\u003E\u003Cp\u003EThe only thing I didn't like was that one of my GPT-4o tests resulted in a dual-choice answer, and one of those answers was wrong. I'd rather it just gave me the correct answer. Even so, a quick test confirmed which answer would work. But that issue was a bit annoying. I didn't have that issue in GPT-4, so for now, that's the LLM setting I use with ChatGPT when coding.\u003C\u002Fp\u003E\" data-hed=\"ChatGPT Plus\" data-superlative=\"Best overall AI chatbot for coding\" data-imagegroup=\"{"alt":"ai-comparison-002","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"David Gewirtz\u002FZDNET","imageData":{"id":"6e3bb62d-e8df-45e7-b7aa-647649e5a17d","title":"ai-comparison-002","filename":"ai-comparison-002.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F08\u002F12\u002F6e3bb62d-e8df-45e7-b7aa-647649e5a17d\u002Fai-comparison-002.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":444140,"width":1920,"height":1080,"dateCreated":{"date":"2024-08-12 14:47:55","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-08-12 14:48:08","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"David Gewirtz\u002FZDNET","alt":"ai-comparison-002","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"6e3bb62d-e8df-45e7-b7aa-647649e5a17d","imageAltText":"ai-comparison-002","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"David Gewirtz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"ai-comparison-002.jpg","imageDateCreated":"2024\u002F08\u002F12","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"David Gewirtz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"OpenAI","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fchatgpt.com\u002F","url":""}]\" data-usepricing=\"true\" data-like=\"~Passed all tests~Solid coding results~Mac app\" data-dislike=\"~Hallucinations~No Windows app yet~Sometimes uncooperative\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"855e0f9b-9a0a-4c66-b721-9f75b31a0688\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003EPrice: $20\u002Fmo\u003C\u002Fli\u003E\u003Cli\u003ELLM: GPT-4o, Claude 3.5 Sonnet, Sonar Large, Claude 3 Opus, Llama 3.1 405B\u003C\u002Fli\u003E\u003Cli\u003EDesktop browser interface: Yes\u003C\u002Fli\u003E\u003Cli\u003EDedicated Mac app: No\u003C\u002Fli\u003E\u003Cli\u003EDedicated Windows app: No\u003C\u002Fli\u003E\u003Cli\u003EMulti-factor authentication: No\u003C\u002Fli\u003E\u003Cli\u003ETests passed: 4 of 4\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EI seriously considered listing&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwant-a-free-year-of-perplexity-pro-heres-how-to-claim-it-and-why-you-should\u002F" target="_blank"\u003EPerplexity Pro\u003C\u002Fa\u003E&nbsp;as the best overall AI chatbot for coding, but one failing kept it out of the top slot: how you log in. Perplexity doesn't use username\u002Fpassword or passkey, and doesn't have multi-factor authentication. All the tool does is email you a login pin. The AI also doesn't have a separate desktop app, as ChatGPT does for Macs.\u003C\u002Fp\u003E\u003Cp\u003EWhat sets Perplexity apart from other tools is that it can run multiple LLMs. While you can't set an LLM for a given session, you can easily go into the settings and choose the active model.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-perplexity-pro-help-you-code-it-aced-my-programming-tests-thanks-to-gpt-4\u002F"\u003ECan Perplexity Pro help you code? It aced my programming tests - thanks to GPT-4\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor programming, you'll probably want to stick to GPT-4o, because that aced all our tests. But it might be interesting to cross-check code across the different LLMs. For example, if you have GPT-4o write some regular expression code, you might consider switching to a different LLM to see what that LLM thinks of the generated code.\u003C\u002Fp\u003E\u003Cp\u003EAs we'll see below, most LLMs are unreliable, so don't take the results as gospel. However, you can use the results to give you more things to check your original code. It's sort of like an AI-driven code review.\u003C\u002Fp\u003E\u003Cp\u003EJust don't forget to switch back to GPT-4o.\u003C\u002Fp\u003E\" data-hed=\"Perplexity Pro\" data-superlative=\"Best AI chatbot for LLM testing\" data-imagegroup=\"{"alt":"ai-comparison-003","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"David Gewirtz\u002FZDNET","imageData":{"id":"d2dc8bb9-fccb-46a6-a3ce-74876dc9c790","title":"ai-comparison-003","filename":"ai-comparison-003.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F08\u002F12\u002Fd2dc8bb9-fccb-46a6-a3ce-74876dc9c790\u002Fai-comparison-003.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":441785,"width":1920,"height":1080,"dateCreated":{"date":"2024-08-12 14:54:52","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-08-12 14:55:04","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"David Gewirtz\u002FZDNET","alt":"ai-comparison-003","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"d2dc8bb9-fccb-46a6-a3ce-74876dc9c790","imageAltText":"ai-comparison-003","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"David Gewirtz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"ai-comparison-003.jpg","imageDateCreated":"2024\u002F08\u002F12","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"David Gewirtz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Perplexity.AI","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.perplexity.ai\u002F","url":""}]\" data-usepricing=\"true\" data-like=\"~Multiple LLMs~Search criteria displayed~Good sourcing\" data-dislike=\"~Email-only login~No desktop app\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"2cdb6c18-7b0b-497f-b6d1-ba577a41404f\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003EPrice: Free\u003C\u002Fli\u003E\u003Cli\u003ELLM: GPT-4o, GPT-3.5\u003C\u002Fli\u003E\u003Cli\u003EDesktop browser interface: Yes\u003C\u002Fli\u003E\u003Cli\u003EDedicated Mac app: Yes\u003C\u002Fli\u003E\u003Cli\u003EDedicated Windows app: No\u003C\u002Fli\u003E\u003Cli\u003EMulti-factor authentication: Yes\u003C\u002Fli\u003E\u003Cli\u003ETests passed: 3 of 4 in GPT-3.5 mode\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-chatgpt-can-rewrite-and-improve-your-existing-code\u002F"\u003EChatGPT\u003C\u002Fa\u003E&nbsp;is available to anyone for free. While both the Plus and free versions support GPT-4o, which passed all my programming tests, there are limitations when using the free app.\u003C\u002Fp\u003E\u003Cp\u003EOpenAI treats free ChatGPT users as if they're in the cheap seats. If traffic is high or the servers are busy, the free ChatGPT will only make GPT-3.5 available to free users. The tool will only allow you a certain number of queries before it downgrades or shuts you off.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt\u002F"\u003EHow to use ChatGPT: What you need to know now\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EI've had several occasions when the free version of ChatGPT effectively told me I'd asked too many questions.\u003C\u002Fp\u003E\u003Cp\u003EChatGPT is a great tool, as long as you don't mind getting shut down sometimes. Even GPT-3.5 did better on the tests than all the other chatbots, and the test it failed was for a fairly obscure programming tool produced by a lone programmer in Australia.\u003C\u002Fp\u003E\u003Cp\u003ESo, if budget is important to you and you can wait when cut off, go for ChatGPT free.\u003C\u002Fp\u003E\" data-hed=\"ChatGPT Free\" data-superlative=\"Best free AI chatbot for coding\" data-imagegroup=\"{"alt":"ai-comparison-004","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"David Gewirtz\u002FZDNET","imageData":{"id":"97b89f0b-5ac2-4be9-a88e-a77bc94a238a","title":"ai-comparison-004","filename":"ai-comparison-004.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F08\u002F12\u002F97b89f0b-5ac2-4be9-a88e-a77bc94a238a\u002Fai-comparison-004.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":431607,"width":1920,"height":1080,"dateCreated":{"date":"2024-08-12 15:00:12","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-08-12 15:00:21","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"David Gewirtz\u002FZDNET","alt":"ai-comparison-004","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"97b89f0b-5ac2-4be9-a88e-a77bc94a238a","imageAltText":"ai-comparison-004","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"David Gewirtz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"ai-comparison-004.jpg","imageDateCreated":"2024\u002F08\u002F12","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"David Gewirtz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"OpenAI","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fchatgpt.com\u002F","url":""}]\" data-usepricing=\"true\" data-like=\"~Free~Passed most tests\" data-dislike=\"~Prompt throttling~Could cut you off in the middle of whatever you're working on\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"e7c9cf3b-bd7b-40e2-921b-9c875336bdf7\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003EPrice: Free\u003C\u002Fli\u003E\u003Cli\u003ELLM: GPT-3.5\u003C\u002Fli\u003E\u003Cli\u003EDesktop browser interface: Yes\u003C\u002Fli\u003E\u003Cli\u003EDedicated Mac app: No\u003C\u002Fli\u003E\u003Cli\u003EDedicated Windows app: No\u003C\u002Fli\u003E\u003Cli\u003EMulti-factor authentication: No\u003C\u002Fli\u003E\u003Cli\u003ETests passed: 3 of 4\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EI'm threading a pretty fine needle here, but because \u003Ca href="https:\u002F\u002Fwww.perplexity.ai"\u003EPerplexity AI'\u003C\u002Fa\u003Es free version is based on GPT-3.5, the test results were measurably better than the other AI chatbots.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F5-reasons-why-i-prefer-perplexity-over-every-other-ai-chatbot\u002F"\u003E5 reasons why I prefer Perplexity over every other AI chatbot\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFrom a programming perspective, that's pretty much the whole story. But from a research and organization perspective, my ZDNET colleague Steven Vaughan-Nichols \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F5-reasons-why-i-prefer-perplexity-over-every-other-ai-chatbot\u002F"\u003Eprefers Perplexity\u003C\u002Fa\u003E over the other AIs.\u003C\u002Fp\u003E\u003Cp\u003EHe likes how Perplexity provides more complete sources for research questions, cites its sources, organizes the replies, and offers questions for further searches.\u003C\u002Fp\u003E\u003Cp\u003ESo if you're programming, but also doing other research, consider the free version of Perplexity.\u003C\u002Fp\u003E\" data-hed=\"Perplexity Free\" data-superlative=\"Best free AI chatbot for coding and research\" data-imagegroup=\"{"alt":"ai-comparison-005","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"David Gewirtz\u002FZDNET","imageData":{"id":"caf56c68-3dcc-401e-846f-4bd365d08d3f","title":"ai-comparison-005","filename":"ai-comparison-005.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F08\u002F12\u002Fcaf56c68-3dcc-401e-846f-4bd365d08d3f\u002Fai-comparison-005.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":430597,"width":1920,"height":1080,"dateCreated":{"date":"2024-08-12 15:27:37","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-08-12 15:27:59","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"David Gewirtz\u002FZDNET","alt":"ai-comparison-005","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"caf56c68-3dcc-401e-846f-4bd365d08d3f","imageAltText":"ai-comparison-005","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"David Gewirtz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"ai-comparison-005.jpg","imageDateCreated":"2024\u002F08\u002F12","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"David Gewirtz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Perplexity.AI","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fperplexity.ai","url":""}]\" data-usepricing=\"true\" data-like=\"~Free~Passed most tests~Range of research tools\" data-dislike=\"~Limited to GPT-3.5~Throttles prompt results\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EChatbots to avoid for programming help\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cp\u003EI tested nine chatbots, and four passed most of my tests. The other chatbots, including a few pitched as great for programming, each only passed one of my tests -- and Microsoft's \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyikes-microsoft-copilot-failed-every-single-one-of-my-coding-tests\u002F\" target=\"_blank\"\u003ECopilot didn't pass any\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EI'm mentioning them here because people will ask, and I did test them thoroughly. Some bots do just fine for other work, so I'll point you to their general reviews if you're just curious about how they function. \u003C\u002Fp\u003E\u003Ch3\u003E Meta AI \u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"50a55451-fbdb-480b-a825-393c678dc1b9\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"David Gewirtz\u002FZDNET\" data-image-alt-text=\"ai-comparison-006\" data-image-filename=\"ai-comparison-006.jpg\" data-image-date-created=\"2024\u002F08\u002F12\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-meta-ai-code-i-tested-it-against-llama-gemini-and-chatgpt-it-wasnt-even-close\u002F\"\u003EMeta AI\u003C\u002Fa\u003E is Facebook's general-purpose AI. As you can see above, it failed three of our four tests. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-get-started-with-meta-ai-in-facebook-instagram-and-more\u002F\"\u003EHow to get started with Meta AI in Facebook, Instagram, and more\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe AI did generate a nice user interface but with zero functionality. And it did find my annoying bug, which is a fairly serious challenge. Given the specific knowledge required to find the bug, I was surprised it choked on a simple regular expression challenge. But it did.\u003C\u002Fp\u003E\u003Ch3\u003E Meta Code Llama \u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"02c9b29c-853a-4249-982f-2835ef21f786\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"David Gewirtz\u002FZDNET\" data-image-alt-text=\"ai-comparison-007\" data-image-filename=\"ai-comparison-007.jpg\" data-image-date-created=\"2024\u002F08\u002F12\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-inches-toward-open-source-ai-with-new-llama-3-1\u002F\"\u003EMeta Code Llama\u003C\u002Fa\u003E is Facebook's AI designed specifically for coding help. It's something you can download and install on your server. I tested it running on a \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwant-to-build-your-own-ai-chatbot-meet-open-source-huggingchat\u002F\"\u003EHugging Face AI\u003C\u002Fa\u003E instance.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-meta-ai-code-i-tested-it-against-llama-gemini-and-chatgpt-it-wasnt-even-close\u002F\"\u003ECan Meta AI code? I tested it against Llama, Gemini, and ChatGPT - it wasn't even close\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWeirdly, even though both Meta AI and Meta Code Llama choked on three of four of my tests, they choked on different problems. AIs can't be counted on to give the same answer twice, but this result was a surprise. We'll see if that changes over time. \u003C\u002Fp\u003E\u003Ch3\u003E Claude 3.5 Sonnet \u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0aa82de1-b260-4b99-9ef4-6055eaf2057f\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"David Gewirtz\u002FZDNET\" data-image-alt-text=\"ai-comparison-008\" data-image-filename=\"ai-comparison-008.jpg\" data-image-date-created=\"2024\u002F08\u002F12\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAnthropic claims the 3.5 Sonnet version of its \u003Ca href=\"http:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-pitted-claude-3-5-sonnet-against-ai-coding-tests-chatgpt-aced-and-it-failed-creatively\u002F\"\u003EClaude AI\u003C\u002Fa\u003E chatbot is ideal for programming. After failing all but one test, I'm not so sure.\u003C\u002Fp\u003E\u003Cp\u003EIf you're not using it for programming, Claude may be a better choice than the free version of ChatGPT. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F4-things-claude-ai-can-do-that-chatgpt-cant\u002F\"\u003E4 things Claude AI can do that ChatGPT can't\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EMy ZDNET colleague Maria Diaz \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F4-things-claude-ai-can-do-that-chatgpt-cant\u002F\"\u003Ereports\u003C\u002Fa\u003E that Claude can handle uploaded files, process more words than the free version of ChatGPT, provide information roughly a year more current than GPT-3.5, and access websites. \u003C\u002Fp\u003E\u003Ch3\u003E Gemini Advanced \u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f32c706e-adb7-4eb3-b744-580977280986\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"David Gewirtz\u002FZDNET\" data-image-alt-text=\"ai-comparison-009\" data-image-filename=\"ai-comparison-009.jpg\" data-image-date-created=\"2024\u002F08\u002F12\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Ca href=\"http:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgemini-advanced-failed-these-simple-coding-tests-that-chatgpt-aced-heres-what-it-got-wrong\u002F\"\u003EGemini Advanced\u003C\u002Fa\u003E is Google's $20 pro version of its Gemini (formerly Bard) chatbot. I expected the tool to do better than one out of four. Interestingly, it passed the one test that every AI other than GPT-4\u002F4o failed -- knowledge of that fairly obscure programming language produced by one programmer in Australia.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F3-ways-gemini-advanced-beats-other-ai-assistants-according-to-google\u002F\"\u003E3 ways Gemini Advanced beats other AI assistants, according to Google\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESo, if it knew that language, why couldn't it handle basic regular expressions or other first-year programming student problems? \u003C\u002Fp\u003E\u003Ch3\u003E Microsoft Copilot \u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"19932a51-2336-415f-b54b-907dee2bbdc6\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"David Gewirtz\u002FZDNET\" data-image-alt-text=\"ai-comparison-010\" data-image-filename=\"ai-comparison-010.jpg\" data-image-date-created=\"2024\u002F08\u002F12\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EYou'd think the company with the \"Developers! Developers! Developers!\" mantra in its DNA would have an AI that does better on the programming tests. Microsoft produces some of the best coding tools on the planet. And yet, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyikes-microsoft-copilot-failed-every-single-one-of-my-coding-tests\u002F\" target=\"_blank\"\u003ECopilot did badly\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-microsoft-copilot-heres-everything-you-need-to-know\u002F\"\u003EWhat are Microsoft's different Copilots? Here are the differences and how you can use them\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe one positive thing is that Microsoft \u003Cem\u003Ealways\u003C\u002Fem\u003E learns from its mistakes. So, I'll check back later and see if this result improves.  \u003C\u002Fp\u003E\u003Ch2\u003EBut I like [insert name here]. Does this mean I have to use a different chatbot?\u003C\u002Fh2\u003E\u003Cp\u003EProbably not. I've limited my tests to day-to-day programming tasks. None of the bots has been asked to talk like a pirate, write prose, or draw a picture. In the same way we use different productivity tools to accomplish specific tasks, feel free to choose the AI that helps you complete the task at hand. \u003C\u002Fp\u003E\u003Cp\u003EThe only issue is if you're on a budget and are paying for a pro version. Then, find the AI that does most of what you want, so you don't have to pay for too many AI add-ons.\u003C\u002Fp\u003E\u003Ch2\u003E It's only a matter of time \u003C\u002Fh2\u003E\u003Cp\u003EThe results of my tests were fairly surprising, especially given the big investments of Microsoft and Google. But this area of innovation is \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgenerative-ai-may-be-creating-more-work-than-it-saves\u002F\" target=\"_blank\"\u003Eimproving at warp speed\u003C\u002Fa\u003E, so we'll be back with updated tests and results over time. Stay tuned.\u003C\u002Fp\u003E\u003Cp\u003EHave you used any of these AI chatbots for programming? What has your experience been? Let us know in the comments below. \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Emy weekly update newsletter\u003C\u002Fa\u003E, and follow me on Twitter\u002FX at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-09-27 09:27:00",timezone:"UTC",updated:c,published:c},description:"I've been subjecting AI chatbots to a set of real-world programming tests. Which chatbots handled the challenge and which crawled home in shame? Read on.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"19b48d30-a5d8-4944-9868-55ccf324296f",image:{id:"ba6245e2-0f06-4f1e-93c5-b2fc4593ab1e",filename:"gettyimages-1494177588.jpg",dateCreated:{created:c,date:"2024-08-13 02:17:56",timezone:"UTC",updated:c,published:c},alt:"ai-comparison-001",credits:"David Gewirtz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F08\u002F13\u002Fba6245e2-0f06-4f1e-93c5-b2fc4593ab1e\u002Fgettyimages-1494177588.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2202,height:1361,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"best-list",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:"The best AI for coding, and a bunch that failed miserably",section:b,slug:"the-best-ai-for-coding",startYear:c,summary:b,title:"The best AI for coding in 2024 (and what not to use)",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"44b4d362-be16-4daf-b6e0-31ea9260f9d2\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Echo Pop vs Echo Dot\" data-image-filename=\"echopopvdot.jpg\" data-image-date-created=\"2024\u002F07\u002F30\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAmazon Echo speakers are the best way to introduce the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Fbest-alexa-devices\u002F\" target=\"_blank\"\u003EAmazon Alexa ecosystem\u003C\u002Fa\u003E into your smart home. The \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"98b5e7dc-7a52-4808-ac13-9cd73246434a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB09ZXJDSL5\" data-link-shortcode-text=\"Echo Pop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E and \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"eb03cbee-b942-46ef-b7bc-129dd3d1a1af\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB09B94RL1R\u002F\" data-link-shortcode-text=\"Echo Dot\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, Amazon's two most compact smart speakers, are two of the most popular and affordable Echo devices available, at $40 and $50, respectively.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Fthe-blink-mini-2-is-the-best-wyze-cam-alternative-available\u002F\"\u003EThe waterproof Blink Mini 2 is the best Wyze Cam alternative available\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe Echo Pop is newer than the Echo Dot and is marketed as the company's most compact speaker. At about two-thirds of the size of the already-compact Echo Dot, the Echo Pop is best suited for small rooms and can be tucked away in the corner of a desk. The slightly larger Echo Dot is about the size of an Apple HomePod mini and delivers more potent sound.\u003C\u002Fp\u003E\u003Cp\u003ERead on to learn more about how the Echo Pop and Echo Dot compare and which is best suited for which sort of user.\u003C\u002Fp\u003E\u003Chr\u003E\u003Ch2\u003EYou should buy the Echo Pop if...\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f20554da-84a9-410c-b3b1-01d31dd652ac\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EHere's an Amazon Echo Pop next to an Apple Magic Mouse, for reference.\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Echo Pop on a desk\" data-image-filename=\"echo-pop8.jpg\" data-image-date-created=\"2023\u002F05\u002F30\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E 1. You need a compact speaker\u003C\u002Fh3\u003E\u003Cp\u003EThe \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Famazon-echo-pop-review\u002F\" target=\"_blank\"\u003EEcho Pop\u003C\u002Fa\u003E is Amazon's smallest and most affordable smart speaker, perfect for a small room -- such as a dorm or kid's room. Because it doesn't feature a screen and can go unnoticed, it's a simple way to introduce yourself to the Alexa ecosystem or give someone access to Amazon's voice assistant in a simple, unintimidating way.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Famazon-echo-pop-review\u002F\"\u003EAmazon Echo Pop review: A portable smart speaker for small spaces\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe Echo Pop is a perfect option if you're looking for a compact speaker for your kid's desk, a guest room, or an area you don't use often. It can be unreliable in larger rooms or when tasked with bigger assignments, which brings me to my next point.\u003C\u002Fp\u003E\u003Ch3\u003E2. You plan on everyday music streaming, podcasts, or audiobooks\u003C\u002Fh3\u003E\u003Cp\u003EThe Echo Pop is surprisingly loud, but the sound quality decreases greatly when the volume increases. This is why the Echo Pop is meant for smaller rooms and is so much cheaper than other Echo devices. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Fbest-smart-home-device\u002F\"\u003EThe best smart home devices of 2024: Expert tested and reviewed\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe Echo Pop won't be the life of the party at a backyard barbecue. Still, it's excellent for listening to music informally when hanging out in your room, catching up on your favorite podcasts, and listening to audiobooks. Having Alexa built-in makes it more enticing, as you can use the AI-powered voice assistant to control smart devices around your home.  \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"c9fa1dab-a101-41e4-a75b-b840dbbebacb\" data-edition=\"us\" data-hed=\"Buy the Echo Pop\" data-imagegroup=\"{"alt":"Echo Pop","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"2dec1e47-e1f4-478f-bb44-4f7ddd65a8a8","filename":"echo-pop6.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F05\u002F30\u002F2dec1e47-e1f4-478f-bb44-4f7ddd65a8a8\u002Fecho-pop6.jpg","dateCreated":{"date":"2023-05-30 18:03:45","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"2dec1e47-e1f4-478f-bb44-4f7ddd65a8a8","imageFilename":"echo-pop6.jpg","imageDateCreated":"2023\u002F05\u002F30"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002FIntroducing-sound-compact-speaker-Charcoal\u002Fdp\u002FB09WNK39JN\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002FIntroducing-sound-compact-speaker-Charcoal\u002Fdp\u002FB09WNK39JN?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{"uuid":"d76b5008-2a42-4c31-8327-341bf210ed59","slug":"introducing-echo-pop-full-sound-compact-smart-speaker-with-alexa-lavender-bloom","name":"Introducing Echo Pop | Full sound compact smart speaker with Alexa | Lavender Bloom","productType":"SERIES","updateType":"AUTOPID","mod":1722370075258,"displayDate":"Tue Jul 30 2024 16:07:55 GMT-0400 (Eastern Daylight Time)"}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E You should buy the Echo Dot if... \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c450f7d0-d1bd-443e-b552-5b51efd4f2ed\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Echo Dot (5th Gen)\" data-image-filename=\"1echodot.jpg\" data-image-date-created=\"2024\u002F07\u002F30\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E 1. You need Alexa to be more reliable\u003C\u002Fh3\u003E\u003Cp\u003EBecause the Echo Pop is a smaller, more affordable smart speaker than the Echo Dot, it's also not as reliable. The Echo Dot is more responsive and capable of hearing me from across the room easily, whether it's playing music or not. \u003C\u002Fp\u003E\u003Cp\u003EThe Echo Pop, in turn, appears to have a simpler microphone array that is easily overpowered by high volumes. I've often found Alexa unable to hear me on the Echo Pop when the volume is too high, which can be frustrating, especially because it doesn't have an action button.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fone-of-the-best-budget-android-tablets-ive-tested-is-not-made-by-samsung-or-google\u002F\"\u003EOne of the best budget Android tablets I've tested is not made by Samsung or Google\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe Echo Dot features a volume up button, a volume down button, a mute button, and an action button. The last one is a great way to wake Alexa without talking to it, which would be nice in the Echo Pop when it can't hear me. I've resorted to unplugging the Echo Pop when it can't hear me, so it stops blasting \"The wheels on the bus.\"\u003C\u002Fp\u003E\u003Ch3\u003E2. You want room-filling sound\u003C\u002Fh3\u003E\u003Cp\u003EThe Echo Dot isn't a high-end speaker, but it's great for most users. It can deliver room-filling sound from a small package, as the audio doesn't deteriorate as much as the Echo Pop's when the volume goes up. For example, you can pair two Echo Dots to function as external speakers for a TV and get stereo sound better than audio from most inexpensive TVs.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fhome-entertainment\u002Fone-of-the-best-soundbars-ive-tested-is-not-made-by-bose-or-sonos-and-500-off-right-now\u002F\"\u003EOne of the best soundbars I've tested is not made by Sonos or Bose (and it's $500 off right now)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs a device often discounted during Prime Day and holiday sales events, I'd recommend the Echo Dot to most users looking for a reliable smart speaker with Alexa built-in that can deliver sound from all directions.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"5c4a6f7c-219e-481a-bf61-941526cd635c\" data-edition=\"us\" data-hed=\"Buy the Echo Dot\" data-imagegroup=\"{"alt":"Echo Dot smart speaker","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"1ea8e822-4849-4fe9-8a75-2e4ce14cb6f5","filename":"3echodot.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F07\u002F30\u002F1ea8e822-4849-4fe9-8a75-2e4ce14cb6f5\u002F3echodot.jpg","dateCreated":{"date":"2024-07-30 20:36:17","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"1ea8e822-4849-4fe9-8a75-2e4ce14cb6f5","imageFilename":"3echodot.jpg","imageDateCreated":"2024\u002F07\u002F30"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB09B8V1LZ3\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB09B8V1LZ3?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{"uuid":"ea355591-a067-4d73-8058-de080d2b0339","slug":"amazon-echo-dot-5th-gen","name":"Amazon Echo Dot (5th Gen)","productType":"SERIES","updateType":"EZMONEY","mod":1722370069803,"displayDate":"Tue Jul 30 2024 16:07:49 GMT-0400 (Eastern Daylight Time)"}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E Alternatives to consider \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"3dbcba69-7a46-4565-8b28-164efd0d9d91\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe Echo Show 8 is another of Amazon's smart speakers but also features an 8-inch HD touchscreen and a front-facing camera.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"Echo Show 8\" data-imagegroup=\"{"alt":"Echo Show 8","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"1ec07957-fa11-4a49-a938-98178216377b","title":"Echo Show 8","filename":"echoshow8.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F10\u002F24\u002F1ec07957-fa11-4a49-a938-98178216377b\u002Fechoshow8.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":955362,"width":2100,"height":1182,"dateCreated":{"date":"2023-10-24 02:53:12","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-10-24 02:53:22","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Maria Diaz\u002FZDNET","alt":"Echo Show 8","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"1ec07957-fa11-4a49-a938-98178216377b","imageAltText":"Echo Show 8","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Maria Diaz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"echoshow8.jpg","imageDateCreated":"2023\u002F10\u002F24","imageWidth":2100,"imageHeight":1182,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-linktext=\"BEST SMART DISPLAY ALTERNATIVE\" data-linkurl=\"Design: Mini Listicle\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FAll-New-Echo-Show-8\u002Fdp\u002FB0BLS3Y632?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FAll-New-Echo-Show-8\u002Fdp\u002FB0BLS3Y632","url":"https:\u002F\u002Fwww.amazon.com\u002FAll-New-Echo-Show-8\u002Fdp\u002FB0BLS3Y632?tag=zdnet-buy-button-20"}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"1fe4e93c-24bc-4b8b-908f-19ac782aa901\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe new Echo Spot is a smart speaker with Alexa built-in. It also features a small screen and functions as a smart alarm clock.\u003C\u002Fp\u003E\" data-hed=\"Echo Spot\" data-imagegroup=\"{"alt":"Echo Spot","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Amazon\u002FZDNET","imageData":{"id":"f20238b0-4fa4-4ad7-a834-93215a05f2d0","title":"Echo Spot","filename":"spot.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F07\u002F10\u002Ff20238b0-4fa4-4ad7-a834-93215a05f2d0\u002Fspot.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":398418,"width":1600,"height":900,"dateCreated":{"date":"2024-07-10 12:36:02","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-07-10 12:36:11","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Amazon\u002FZDNET","alt":"Echo Spot","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"f20238b0-4fa4-4ad7-a834-93215a05f2d0","imageAltText":"Echo Spot","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Amazon\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"spot.jpg","imageDateCreated":"2024\u002F07\u002F10","imageWidth":1600,"imageHeight":900,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Amazon\u002FZDNET\" data-linktext=\"BEST COMPACT ALTERNATIVE\" data-linkurl=\"Design: Mini Listicle\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0BFC7WQ6R?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0BFC7WQ6R","url":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0BFC7WQ6R?tag=zdnet-buy-button-20"}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8d1d7121-3733-4990-a765-3c22d13fc18c\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe Apple HomePod mini features Siri instead of Alexa, in case you're an iPhone user who prefers to stay in the Apple ecosystem.\u003C\u002Fp\u003E\" data-hed=\"Apple HomePod mini\" data-imagegroup=\"{"alt":"HomePod Mini on desk","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"919a7036-1e2f-421e-aa19-813e56cf2f2f","title":"Reset HomePod mini","filename":"reset-homepod-mini.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F12\u002F12\u002F919a7036-1e2f-421e-aa19-813e56cf2f2f\u002Freset-homepod-mini.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":1458701,"width":1920,"height":1080,"dateCreated":{"date":"2022-12-12 19:25:25","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2022-12-14 00:52:01","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Maria Diaz\u002FZDNET","alt":"HomePod Mini on desk","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"919a7036-1e2f-421e-aa19-813e56cf2f2f","imageAltText":"HomePod Mini on desk","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Maria Diaz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"reset-homepod-mini.jpg","imageDateCreated":"2022\u002F12\u002F12","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-linktext=\"BEST APPLE ALTERNATIVE\" data-linkurl=\"Design: Mini Listicle\" data-techobjectinfo=\"{"uuid":"b191f046-d274-4d71-8278-568310aa4655","slug":"apple-homepod-mini","name":"Apple HomePod Mini","productType":"SERIES","updateType":"EZMONEY","mod":1722370071306,"displayDate":"Tue Jul 30 2024 16:07:51 GMT-0400 (Eastern Daylight Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Fapple-homepod-mini-white%2F6377590.p%3FskuId%3D6377590&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=subid_value","offerMerchant":"Best Buy","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fapple-homepod-mini-white\u002F6377590.p?skuId=6377590","url":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Fapple-homepod-mini-white%2F6377590.p%3FskuId%3D6377590&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=subid_value"}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"47b1617b-799d-4263-9878-ccc4bc00d4b9\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F47b1617b-799d-4263-9878-ccc4bc00d4b9\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-08-01 16:41:00",timezone:"UTC",updated:c,published:c},description:"Amazon's most affordable smart speakers share many similarities, including the Alexa virtual assistant, but what are the biggest differences between these two models?",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"b466b89b-e43e-4f60-8c1b-0d9fec82828f",image:{id:"44b4d362-be16-4daf-b6e0-31ea9260f9d2",filename:"echopopvdot.jpg",dateCreated:{created:c,date:"2024-07-30 20:43:38",timezone:"UTC",updated:c,published:c},alt:"Echo Pop vs Echo Dot",credits:"Maria Diaz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F07\u002F30\u002F44b4d362-be16-4daf-b6e0-31ea9260f9d2\u002Fechopopvdot.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"review-multi",hubTopicPathString:"Home & Office^Home Entertainment^Speakers",relatedItems:[]},name:b,promoTitle:"Echo Pop vs Echo Dot: Which Amazon Alexa smart speaker should you choose?",section:b,slug:"echo-pop-vs-echo-dot-which-alexa-smart-speaker-should-you-choose",startYear:c,summary:b,title:"Echo Pop vs Echo Dot: Which Alexa smart speaker should you choose?",topic:{id:"bd3ef9c9-b763-41a0-88f5-63f3453d97b2",slug:"speakers",name:"Speakers",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"bd3ef9c9-b763-41a0-88f5-63f3453d97b2",slug:"speakers",name:"Speakers",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fb7a83c-ec91-11e3-95d2-02911863765e",slug:"amazon",name:"Amazon",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"103a5e4f-ec91-11e3-95d2-02911863765e",slug:"e-commerce",name:"E-Commerce",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"60832ece-f84e-43d8-a207-9697d20dc673",slug:"kitchen-household",name:"Kitchen & Household",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"6fd937ba-0ebe-45ac-a5ef-918a13460c75",slug:"smart-assistants",name:"Smart Assistants",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"91a4cdc7-83f0-4ac1-9561-628db15e2c76",slug:"smart-office",name:"Smart Office",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EIt's high time to ditch the traditional upright vacuum, even if you have dogs, cats, or both. As a robot vacuum reviewer, pet hair is one of my pet peeves, so evaluating how a robot vacuum performs against it is one of the main characteristics I look for \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-we-test-robot-vacuums\u002F\" target=\"_blank\"\u003Ewhen testing these robots\u003C\u002Fa\u003E. With a very hairy dog and three little ones, the only thing that keeps my floors clean without manually vacuuming daily is a great \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fbest-robot-vacuum\u002F\" target=\"_blank\"\u003Erobot vacuum\u003C\u002Fa\u003E that tackles the task for me.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fbest-robot-vacuum-mop\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EThe best robot vacuum mops you can buy\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhen shopping for the best robot vacuum options to control the pet hair on your floors, there are quite a few features to consider. Look for robot vacuums with strong suction to pick up each strand of hair, obstacle avoidance to avoid larger items your pet may leave behind, capable navigation features you can trust, and any extra features important to you. Budget and floor types are also key factors when shopping for any robot vacuum. \u003C\u002Fp\u003E\u003Ch2\u003EWhat is the best robot vacuum for pet hair right now?\u003C\u002Fh2\u003E\u003Cp\u003ESince there are so many robot vacuums, you may wonder which is best for your home. We've tested dozens of robot vacuums at home and in everyday life, and our top choice to tackle pet hair is the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"9e627e9b-acad-4f60-a068-65d8fd783be8\" data-raw-url=\"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Firobot-roomba-combo-j7-self-emptying-robot-vacuum-mop-graphite\u002F6519640.p?skuId=6519640\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot%C2%AE-Roomba-ComboTM-Self-Emptying-Vacuum\u002Fdp\u002FB0BCH3J9RD?tag=zdnet-buy-button-20\" data-link-shortcode-text=\"iRobot Roomba Combo j7+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E due to its self-emptying dust bin, tangle-resistant brush rollers and iRobot's Pet Owner Official Promise (P.O.O.P. guarantee). However, several other robot vacuum options are worth considering, depending on your floor type and how much your pet sheds.\u003C\u002Fp\u003E\u003Cp\u003EIf you're looking for \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Frobot-vacuum-deals\u002F\" target=\"_blank\"\u003Egreat deals\u003C\u002Fa\u003E, the robot vacuum market is full of them. Robot vacuums can be found at up to 60% off during big sales events this fall, like Black Friday and Cyber Monday. While these sales events are typically the best time to score a great deal on a robot vacuum, these devices are often discounted at different points of the year. \u003C\u002Fp\u003E\u003Ch2\u003EThe best robot vacuums for pet hair of 2024\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"aef0904f-2d64-4836-8429-5f55a83d6c2f\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe Roomba Combo j7+ is one of our all-time favorite robot vacuums. Many robot vacuums come and go through my home for testing, but this one earned a permanent spot.\u003C\u002Fp\u003E\u003Cp\u003EPart of why it's so loved is because it can handle all of the pet hair on our floor, whether it's been just a day or several days since it last ran. The robot self-empties as soon as the dust bin is full instead of waiting until the end of the job, like other robot vacuums. If it is peak shedding season, it's common for the j7+ to empty four or five times during a single job, never leaving any pet hair behind.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview:\u003C\u002Fstrong\u003E&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Firobot-roomba-j7-review\u002F" target="_blank"\u003E\u003Cstrong\u003ERoomba j7+: A life-changing robot vacuum\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn addition, it's simply an intelligent robot. The j7+ comes with the P.O.O.P. guarantee, an innovative promise from the manufacturer that the robot vacuum will avoid pet waste instead of creating accidental smearing, or iRobot will replace your robot at no additional cost. This means the robot vacuum is also good at avoiding pet toys, shoes, cords, and other household objects.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003ECustomers agree, touting the vacuum's ability to navigate obstacles and deliver clean floors. One reviewer commented, "The AI never ceases to amaze me. This thing makes decisions about which room to vacuum next (unless you tell it to vacuum a specific room), goes around wires, and avoids pet waste (I don't have that problem in my house). It's very good at suction and goes slow enough to do a bang of a job cleaning the carpet."\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EiRobot Roomba Combo j7+ specs: Price:&nbsp;\u003C\u002Fstrong\u003E$999 |\u003Cstrong\u003E&nbsp;Battery life:&nbsp;\u003C\u002Fstrong\u003E180 mins |&nbsp;\u003Cstrong\u003EBase station dimensions:\u003C\u002Fstrong\u003E&nbsp;15.7 x 12 x 13.3 inches |&nbsp;\u003Cstrong\u003ESuction power: \u003C\u002Fstrong\u003ENot specified&nbsp;|&nbsp;\u003Cstrong\u003EDustbin volume:\u003C\u002Fstrong\u003E&nbsp;300 ml |&nbsp;\u003Cstrong\u003EWater tank capacity:\u003C\u002Fstrong\u003E&nbsp;170 ml\u003C\u002Fp\u003E\" data-hed=\"iRobot Roomba Combo j7+\" data-superlative=\"Best robot vacuum for pet hair overall\" data-imagegroup=\"{"alt":"Roomba Combo j7+ vacuuming on carpet.","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Beth Mauder\u002FZDNET","imageData":{"id":"9c94e904-bc8e-4b16-ae01-3e50cac4f427","title":"roomba-j7-hero","filename":"roomba-j7-hero.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F03\u002F20\u002F9c94e904-bc8e-4b16-ae01-3e50cac4f427\u002Froomba-j7-hero.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":582817,"width":1296,"height":729,"dateCreated":{"date":"2023-03-20 17:20:44","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-03-20 17:20:59","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Beth Mauder\u002FZDNET","alt":"Roomba j7+ vacuuming on tile.","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"9c94e904-bc8e-4b16-ae01-3e50cac4f427","imageAltText":"Roomba Combo j7+ vacuuming on carpet.","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Beth Mauder\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"roomba-j7-hero.jpg","imageDateCreated":"2023\u002F03\u002F20","imageWidth":1296,"imageHeight":729,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Beth Mauder\u002FZDNET\" data-offer=\"{"id":"3bd041f6-9e2a-4d6a-9ca4-e1296b056c40","slug":"irobot-roomba-j7-plus-vacuum-cleaner","label":"iRobot Roomba j7+ Vacuum Cleaner","edition":["US","ES"],"imageId":"{\\"sType\\":\\"ccs\\",\\"mediaType\\":\\"stock\\",\\"id\\":\\"6be36b7c-c17e-4dbc-ada9-9c7eedc18bed\\",\\"filename\\":\\"6be36b7c-c17e-4dbc-ada9-9c7eedc18bed.jpg\\",\\"dateCreated\\":{\\"date\\":\\"2021-11-14 00:00:00\\",\\"timezone_type\\":3,\\"timezone\\":\\"UTC\\",\\"secondsSinceEpoch\\":1636848},\\"typeName\\":\\"content_image\\",\\"overrideBaseUrl\\":\\"https:_slash__slash_www.cnet.com_slash_a_slash_img\\",\\"overrideFastlyUrl\\":\\"https:_slash__slash_www.cnet.com_slash_a_slash_img_slash_resize_slash_\\",\\"overrideFastlyBucket\\":\\"hub\\"}","imgWidth":null,"imgHeight":null,"objectType":"content_product_series","typeLabel":"Series","imgUrl":"\u002Fcontent\u002Fimage\u002Fredirect\u002F{\\"sType\\":\\"ccs\\",\\"mediaType\\":\\"stock\\",\\"id\\":\\"6be36b7c-c17e-4dbc-ada9-9c7eedc18bed\\",\\"filename\\":\\"6be36b7c-c17e-4dbc-ada9-9c7eedc18bed.jpg\\",\\"dateCreated\\":{\\"date\\":\\"2021-11-14 00:00:00\\",\\"timezone_type\\":3,\\"timezone\\":\\"UTC\\",\\"secondsSinceEpoch\\":1636848},\\"typeName\\":\\"content_image\\",\\"overrideBaseUrl\\":\\"https:_slash__slash_www.cnet.com_slash_a_slash_img\\",\\"overrideFastlyUrl\\":\\"https:_slash__slash_www.cnet.com_slash_a_slash_img_slash_resize_slash_\\",\\"overrideFastlyBucket\\":\\"hub\\"}\u002Fresize\u002F75x56","icon":""}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot%C2%AE-Roomba-ComboTM-Self-Emptying-Vacuum\u002Fdp\u002FB0BCH3J9RD?th=1&tag=zdnet-buy-button-20","offerMerchant":"Best Buy","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Firobot-roomba-combo-j7-self-emptying-robot-vacuum-mop-graphite\u002F6519640.p?skuId=6519640","url":"https:\u002F\u002Fwww.amazon.com\u002FiRobot%C2%AE-Roomba-ComboTM-Self-Emptying-Vacuum\u002Fdp\u002FB0BCH3J9RD?th=1&tag=zdnet-buy-button-20"}]\" data-usepricing=\"true\" data-like=\"~Self-emptying ~Intelligent ~Smart Mapping technology ~User-friendly app ~Pet waste avoidance\" data-dislike=\"~Loud when it self-empties\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"b335c82f-8715-4b97-a18b-805e0adc9808\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe Eufy X8 Pro is a midrange two-in-one machine that keeps my carpets and rugs clean. The Dual TurboCyclone Suction has four different settings and paired with the BoostIQ, the robot intelligently ramps up the suction when it encounters soft flooring. Dog and cat hair was easily lifted away, leaving behind beautiful carpet lines in its path. &nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview:\u003C\u002Fstrong\u003E&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Feufy-x8-pro-review\u002F" target="_blank"\u003E\u003Cstrong\u003EEufy X8 Pro\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe X8 Pro is equipped with iPath Laser Navigation so that it will map your home and clean with efficient rows, but it isn't equipped with object detection. You'll be impressed with its cleaning capabilities if you can live with picking up your floors before the X8 Pro runs.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EPet owners rave about the X8 Pro's cleaning ability, even without object detection. One customer said, "I'm thrilled with this purchase. I can walk around in socks or bare feet comfortably, and when my fam stops by unannounced I don't have to rush to clean up or be embarrassed that I can't keep up with all the things."\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EEufy X8 Pro\u003C\u002Fstrong\u003E\u003Cstrong\u003E&nbsp;features\u003C\u002Fstrong\u003E\u003Cstrong\u003E: Price:&nbsp;\u003C\u002Fstrong\u003E$650 |\u003Cstrong\u003E&nbsp;Battery life:&nbsp;\u003C\u002Fstrong\u003E100 mins |&nbsp;\u003Cstrong\u003EBase station dimensions:\u003C\u002Fstrong\u003E&nbsp;13.8 x 18 x 15 inches |&nbsp;\u003Cstrong\u003ESuction power: 4\u003C\u002Fstrong\u003E,000Pa |&nbsp;\u003Cstrong\u003EDustbin volume:\u003C\u002Fstrong\u003E&nbsp;335 ml |&nbsp;\u003Cstrong\u003EWater tank capacity:\u003C\u002Fstrong\u003E&nbsp;No mopping feature\u003C\u002Fp\u003E\" data-hed=\"Eufy X8 Pro\" data-superlative=\"Best robot vacuum for pet hair on carpet\" data-imagegroup=\"{"alt":"The Eufy X8 Pro on carpet","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Beth Mauder\u002FZDNET","imageData":{"id":"95cad623-0ec8-434e-b4c1-ae7e8c27a4b3","title":"eufy-x8-pro-carpet-lines","filename":"eufy-x8-pro-carpet-lines.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F12\u002F11\u002F95cad623-0ec8-434e-b4c1-ae7e8c27a4b3\u002Feufy-x8-pro-carpet-lines.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":234211,"width":1296,"height":720,"dateCreated":{"date":"2023-12-11 18:40:38","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-12-12 10:21:12","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Beth Mauder\u002FZDNET","alt":"The Eufy X8 Pro on carpet","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"95cad623-0ec8-434e-b4c1-ae7e8c27a4b3","imageAltText":"The Eufy X8 Pro on carpet","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Beth Mauder\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"eufy-x8-pro-carpet-lines.jpg","imageDateCreated":"2023\u002F12\u002F11","imageWidth":1296,"imageHeight":720,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Beth Mauder\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B","url":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?tag=zdnet-buy-button-20"},{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Feufy-x8-pro-robotic-vacuum-with-self-empty-station-black%2F6562681.p%3FskuId%3D6562681&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=subid_value","offerMerchant":"Best Buy","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Feufy-x8-pro-robotic-vacuum-with-self-empty-station-black\u002F6562681.p?skuId=6562681","url":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Feufy-x8-pro-robotic-vacuum-with-self-empty-station-black%2F6562681.p%3FskuId%3D6562681&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=subid_value"}]\" data-usepricing=\"true\" data-like=\"~Dual 4000Pa suction ~Self-emptying\" data-dislike=\"~No obstacle avoidance ~No mopping feature\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"5380059f-b099-489e-8cdd-ac8413cc9a26\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe Narwal Freo X Ultra is a $1,400 (currently discounted to $999) robot vacuum and mop that excels at picking up pet hair from hard floors. Its innovative technology makes it outstanding at cleaning without getting its brush roller tangled up in random objects. The Freo X Ultra has a self-emptying dustbin that allows up to seven weeks of debris storage before emptying.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-my-favorite-two-in-one-robot-vacuums-new-model-and-its-better-in-almost-every-way\u002F"\u003EI tested my favorite two-in-one robot vacuum's new model, and it's better in almost every way\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EZDNET's Jack Wallen has been a Narwal user for some time and recently upgraded to the Narwal Freo X Ultra and loved the experience. "I can leave the house while the robot is doing its thing without worrying it's going to wrap up a cord and take something down (or stop the job because it doesn't quite understand that the corner of a rug isn't something it should suck up," Wallen wrote in his review.\u003C\u002Fp\u003E\u003Cp\u003EOverall, the Freo X Ultra performs exceptionally well compared to other high-end units, often matching the capabilities of more expensive models. One buyer says, "The Narwal Ultra X's performance is where it truly shines. After mapping my house, which features hardwood flooring and several area rugs, I tested it with both vacuuming and mopping. The vacuum noise level is comparable to my old iRobot, but the Narwal Ultra X boasts much higher suction power. It handled long hairs on the floor effortlessly, a particularly impressive feature."\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ENarwal Freo X Plus features:&nbsp;\u003C\u002Fstrong\u003E\u003Cstrong\u003EPrice:&nbsp;\u003C\u002Fstrong\u003E$400 |\u003Cstrong\u003E&nbsp;Battery life:&nbsp;\u003C\u002Fstrong\u003E254 mins |&nbsp;\u003Cstrong\u003EBase station dimensions:\u003C\u002Fstrong\u003E&nbsp;13.7 x 14 x 4.2 inches |&nbsp;\u003Cstrong\u003ESuction power:&nbsp;\u003C\u002Fstrong\u003E7,800Pa&nbsp;|&nbsp;\u003Cstrong\u003EDustbin volume:\u003C\u002Fstrong\u003E&nbsp;800 ml |&nbsp;\u003Cstrong\u003EWater tank capacity:\u003C\u002Fstrong\u003E&nbsp;280 ml\u003C\u002Fp\u003E\" data-hed=\"Narwal Freo X Ultra\" data-superlative=\"Best robot vacuum for pet hair on hard floors\" data-imagegroup=\"{"alt":"The Narwal Freo X.","caption":"\u003Cp\u003EThe Narwal Freo X patiently awaits its next job.\u003C\u002Fp\u003E","credits":"ZDNET\u002FJack Wallen","imageData":{"id":"2007c1a9-ec53-40c5-a0bd-0b716482ec7b","title":"freox","filename":"freox.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F19\u002F2007c1a9-ec53-40c5-a0bd-0b716482ec7b\u002Ffreox.jpg","caption":"\u003Cp\u003EThe Narwal Freo X patiently awaits its next job.\u003C\u002Fp\u003E","size":188140,"width":1080,"height":608,"dateCreated":{"date":"2024-03-19 15:06:29","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-03-19 15:06:53","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"ZDNET\u002FJack Wallen","alt":"The Narwal Freo X.","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"2007c1a9-ec53-40c5-a0bd-0b716482ec7b","imageAltText":"The Narwal Freo X.","imageCaption":"\u003Cp\u003EThe Narwal Freo X patiently awaits its next job.\u003C\u002Fp\u003E","imageCredit":"ZDNET\u002FJack Wallen","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"freox.jpg","imageDateCreated":"2024\u002F03\u002F19","imageWidth":1080,"imageHeight":608,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003EThe Narwal Freo X patiently awaits its next job.\u003C\u002Fp\u003E\" data-overridecredit=\"ZDNET\u002FJack Wallen\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FSelf-Empty-Zero-Tangling-DirtSenseTM-Maintenance-Free-Self-Contained\u002Fdp\u002FB0CPLP422K?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FSelf-Empty-Zero-Tangling-DirtSenseTM-Maintenance-Free-Self-Contained\u002Fdp\u002FB0CPLP422K","url":"https:\u002F\u002Fwww.amazon.com\u002FSelf-Empty-Zero-Tangling-DirtSenseTM-Maintenance-Free-Self-Contained\u002Fdp\u002FB0CPLP422K?tag=zdnet-buy-button-20"}]\" data-usepricing=\"true\" data-like=\"~Excels on hard floors ~7-week dust storage ~Great obstacle avoidance\" data-dislike=\"~Mop is best suited for maintenance ~It's expensive\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"4697a707-41e7-405a-bec9-6ce6ecfd509d\" data-edition=\"us\" data-description=\"\u003Cp\u003EIf you're looking for a powerhouse robot vacuum and mop, the Ecovacs Deebot X2 Combo Complete is the machine for you. This 3-in-1 machine has 8,700Pa of suction power, dual rotating mop heads, a cordless vacuum for quick cleanups, and an Omni Station that does your dirty work. You can use the cordless vacuum to pick up pet hair from your area rugs or clean up crumbs from your couch, then set it to charge on the Omni station and watch as the contents of its dustbin automatically empty into the dust bag within.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-robot-vacuum-and-mop-combo-is-the-most-convenient-one-ive-ever-used\u002F"\u003EEcovacs Deebot X2 Combo Complete\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe AI-powered Robot intelligently navigates your home and recognizes your soft floors, carpet, and rugs versus tile, hardwood, or laminate. The mop heads can lift 0.60 inches, easily keeping your rugs dry during cleaning.\u003C\u002Fp\u003E\u003Cp\u003EThe Deebot X2 Combo Complete has easily kept up with my three (messy) kids and my mutt mixed with some of the hairiest breeds -- husky, golden retriever, coonhound, and German shepherd. That should speak for itself. As a robot vacuum and mop, you can rest assured that your pet's hair will be vacuumed while the dirty paw prints are washed away.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003ECustomer reviews agree with my assessment: "The Ecovacs Deebot X2 Combo engineers, designers, and programmers did their homework and then went out and built an incredible, not just vacuum but a solidly built system that shines in its accomplishment."\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EEcovacs Deebot X2 Combo Complete\u003C\u002Fstrong\u003E\u003Cstrong\u003E&nbsp;features: Price:&nbsp;\u003C\u002Fstrong\u003E$1,700|\u003Cstrong\u003E&nbsp;Battery life:&nbsp;\u003C\u002Fstrong\u003E210 mins |&nbsp;\u003Cstrong\u003EBase station dimensions:\u003C\u002Fstrong\u003E&nbsp;20.6 x 17.4 x 21.8 inches |&nbsp;\u003Cstrong\u003ESuction power:&nbsp;\u003C\u002Fstrong\u003E8,700Pa&nbsp;|&nbsp;\u003Cstrong\u003EDustbin volume:\u003C\u002Fstrong\u003E&nbsp;379 ml |&nbsp;\u003Cstrong\u003EWater tank capacity:\u003C\u002Fstrong\u003E&nbsp;180 ml\u003C\u002Fp\u003E\" data-hed=\"Ecovacs Deebot X2 Combo Complete\" data-superlative=\"Best robot vacuum for pet hair for multiple flooring surfaces\" data-imagegroup=\"{"alt":"Deebot X2 Combo Complete","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"4466f132-74bb-4f94-9be1-688b8bd24222","title":"Deebot X2 Combo Complete","filename":"7.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F04\u002F01\u002F4466f132-74bb-4f94-9be1-688b8bd24222\u002F7.jpg","caption":"\u003Cp\u003EThe Deebot X2 Combo without the roller brush on the side.\u003C\u002Fp\u003E","size":6836446,"width":5184,"height":2912,"dateCreated":{"date":"2024-04-01 20:26:34","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-04-01 20:27:00","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Maria Diaz\u002FZDNET","alt":"Deebot X2 Combo Complete","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"4466f132-74bb-4f94-9be1-688b8bd24222","imageAltText":"Deebot X2 Combo Complete","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Maria Diaz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"7.jpg","imageDateCreated":"2024\u002F04\u002F01","imageWidth":5184,"imageHeight":2912,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Fecovacs-robotics-deebot-x2-combo-complete-all-in-one-robot-vacuum-spinning-auto-lift-mop-with-cordless-hand-held-vacuum-black%2F6578782.p%3FskuId%3D6578782&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=subid_value","offerMerchant":"Best Buy","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fecovacs-robotics-deebot-x2-combo-complete-all-in-one-robot-vacuum-spinning-auto-lift-mop-with-cordless-hand-held-vacuum-black\u002F6578782.p?skuId=6578782","url":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Fecovacs-robotics-deebot-x2-combo-complete-all-in-one-robot-vacuum-spinning-auto-lift-mop-with-cordless-hand-held-vacuum-black%2F6578782.p%3FskuId%3D6578782&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=subid_value"}]\" data-usepricing=\"true\" data-like=\"~Cordless vacuum, robot vacuum, and mop in one ~8,700Pa suction ~Dual oscillating mop heads\" data-dislike=\"~Object avoidance could be better ~Expensive\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"fcbb3a94-1afc-452c-b2e7-42f42efe5c49\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe Eufy 11S Max robot vacuum has become a staple among budget-friendly robot vacuums, beloved by users and appreciated by wallets. Though its retail price is $250, it's common to see its price drop to as low as $120 -- it's currently available for only $140.\u003C\u002Fp\u003E\u003Cp\u003EIf you're looking for a no-frills robot vacuum to tackle your floors without paying for all the bells and whistles, the Eufy 11S Max is for you. This robot vacuum can offer up to 100 minutes of cleaning and features a slim build, at only 2.85 inches tall. Simplicity is the name of the game with the 11S Max, so it doesn't automatically empty its dustbin and doesn't create thorough maps of your home -- it simply gets the job done.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fi-compared-a-90-robot-vacuum-to-a-700-one-heres-my-buying-advice-for-budget-shoppers\u002F"\u003EI compared a $90 robot vacuum to a $700 one. Here's my buying advice for budget shoppers\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis is a pretty popular Eufy robot vacuum, and it maintains a high rating despite its popularity, which speaks volumes about its performance. One buyer commented, "I really like this! It does a nice job cleaning up the dog hair and other things that get on my floor and saves me a lot of time not vacuuming daily. If you have a dog, I would watch them with this first before you use it. My dog was initially scared of it but sniffed its 'butt,' and now they are cool, and she does not mind it at all. Pleased with this product and would recommend!"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EShark ION AV751 features\u003C\u002Fstrong\u003E\u003Cstrong\u003E: Price:&nbsp;\u003C\u002Fstrong\u003E$140 |\u003Cstrong\u003E&nbsp;Battery life:&nbsp;\u003C\u002Fstrong\u003E100 mins |&nbsp;\u003Cstrong\u003ESuction power: \u003C\u002Fstrong\u003E2,000Pa&nbsp;|&nbsp;\u003Cstrong\u003EDustbin volume:\u003C\u002Fstrong\u003E&nbsp;600 ml |&nbsp;\u003Cstrong\u003EWater tank capacity:\u003C\u002Fstrong\u003E&nbsp;No mopping feature\u003C\u002Fp\u003E\" data-hed=\"Eufy 11S Max\" data-superlative=\"Best budget robot vacuum for pet hair\" data-imagegroup=\"{"alt":"eufy BoostIQ RoboVac 11S MAX","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"eufy","imageData":{"id":"48a4eae3-0668-4b69-a4ef-e8b4bf68e54f","title":"eufy BoostIQ RoboVac 11S MAX","filename":"n.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F01\u002F16\u002F48a4eae3-0668-4b69-a4ef-e8b4bf68e54f\u002Fn.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":93461,"width":1296,"height":720,"dateCreated":{"date":"2024-01-16 10:37:38","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-01-16 10:37:50","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"eufy","alt":"eufy BoostIQ RoboVac 11S MAX","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"48a4eae3-0668-4b69-a4ef-e8b4bf68e54f","imageAltText":"eufy BoostIQ RoboVac 11S MAX","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"eufy","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"n.jpg","imageDateCreated":"2024\u002F01\u002F16","imageWidth":1296,"imageHeight":720,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"eufy\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Super-Thin-Super-Strong-Self-Charging-Medium-Pile\u002Fdp\u002FB07R295MLS?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Super-Thin-Super-Strong-Self-Charging-Medium-Pile\u002Fdp\u002FB07R295MLS","url":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Super-Thin-Super-Strong-Self-Charging-Medium-Pile\u002Fdp\u002FB07R295MLS?tag=zdnet-buy-button-20"}]\" data-usepricing=\"true\" data-like=\"~Slim ~ Small charging dock ~Boosts suction over carpets\" data-dislike=\"~No mapping capability ~Can't self empty\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"3349d954-77f5-4306-b090-37791974eed8\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe Roborock S8 MaxV Ultra is the company's latest flagship robot vacuum and mop combination, featuring advanced cleaning capabilities. With 10,000Pa of suction power, I had a great time testing it over a few months with various debris types, including coffee grounds, crumbs, and pet hair.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EThe S8 MaxV Ultra's vacuuming performance was exceptional, particularly in picking up pet hair from rugs and carpets. surpassing many other popular robot vacuums. The robot features a dual rubber roller brush system, which helps prevent hair tangles and empties periodically during cleansing sessions. Its AI capabilities let the S8 MaxV Ultra detect debris and adjust its cleaning power accordingly.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Froborock-s8-maxv-ultra-review\u002F"\u003ERoborock S8 MaxV Ultra\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis robot's mopping feature is pretty good, with room for improvement, as it often leaves streaks behind due to the brush design. I've come to prefer a robot vacuum and mop with dual rotating mop heads or a mop roller over a vibrating mop pad, which is what the S8 MaxV Ultra features. Despite this minor drawback, the Roborock S8 MaxV Ultra's hands-free dock, outstanding vacuum performance, and comprehensive app features make it a compelling choice for automated cleaning in homes with pets.\u003C\u002Fp\u003E\u003Cp\u003E"Let me start off by saying that we have three Siberian Huskies in this house. That is a LOT of fur. We've had a couple of iRobot Roombas over the years, and they helped cut down the amount of time I spent sweeping up fur by a fair amount, but I had grown weary of the issues with them," one buyer wrote. "Both in removing it from the floors and being able to remove it from the machine, I give it a 12\u002F10. Despite my Husky pack's best efforts, there are no fluff drifts. I still have to bust out the Dyson on the weekly to get the cracks and crannies, but I could probably get away with less often if I was slightly less extra about the fur removal. But seriously? Whoever designed the roller was a frigging genius."\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ERoborock S8 MaxV Ultra features\u003C\u002Fstrong\u003E\u003Cstrong\u003E: Price:&nbsp;\u003C\u002Fstrong\u003E$1,800 |\u003Cstrong\u003E&nbsp;Battery life:&nbsp;\u003C\u002Fstrong\u003E180 mins |&nbsp;\u003Cstrong\u003EBase station dimensions:\u003C\u002Fstrong\u003E&nbsp;16.1 x 17.6 x 18.5 inches |&nbsp;\u003Cstrong\u003ESuction power:&nbsp;\u003C\u002Fstrong\u003E10,000Pa |&nbsp;\u003Cstrong\u003EDustbin volume:\u003C\u002Fstrong\u003E&nbsp;270 ml |&nbsp;\u003Cstrong\u003EWater tank capacity:\u003C\u002Fstrong\u003E&nbsp;100 ml\u003C\u002Fp\u003E\" data-hed=\"Roborock S8 MaxV Ultra\" data-superlative=\"Best robot vacuum and mop combo for pet hair\" data-imagegroup=\"{"alt":"Roborock S8 MaxV Ultra robot vacuum and mop","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"a1a03540-83e1-41cf-885f-7dc8e6281465","title":"Roborock S8 MaxV Ultra robot vacuum and mop","filename":"9.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F04\u002F19\u002Fa1a03540-83e1-41cf-885f-7dc8e6281465\u002F9.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":7390304,"width":5184,"height":2912,"dateCreated":{"date":"2024-04-19 20:22:13","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-04-19 20:22:25","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Maria Diaz\u002FZDNET","alt":"Roborock S8 MaxV Ultra robot vacuum and mop","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"a1a03540-83e1-41cf-885f-7dc8e6281465","imageAltText":"Roborock S8 MaxV Ultra robot vacuum and mop","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Maria Diaz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"9.jpg","imageDateCreated":"2024\u002F04\u002F19","imageWidth":5184,"imageHeight":2912,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Froborock-MaxV-Ultra-Robot-Vacuum\u002Fdp\u002FB0CQLPNB2X?th=1&tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Froborock-MaxV-Ultra-Robot-Vacuum\u002Fdp\u002FB0CQLPNB2X?th=1","url":"https:\u002F\u002Fwww.amazon.com\u002Froborock-MaxV-Ultra-Robot-Vacuum\u002Fdp\u002FB0CQLPNB2X?th=1&tag=zdnet-buy-button-20"}]\" data-usepricing=\"true\" data-like=\"~10,000 Pa suction ~Good obstacle avoidance ~Self-cleaning mop head\" data-dislike=\"~ Expensive ~Mop is best suited for maintenance cleaning\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cem\u003EFormer ZDNET editor Elizabeth Mauder contributed to this story.\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"codesnippet\" data-code=\"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\" data-encoding=\"base64\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"610c36af-2505-4021-ae94-a6709aff26e4\" data-edition=\"us\" data-description=\"\u003Cp\u003EThough the Roomba j7+ is the best robot vacuum for handling pet hair, the other options may be better for different situations. A typical robot vacuum for cleaning pet hair can cost $150-$1,900, depending on its extra features and autonomy.\u003C\u002Fp\u003E\u003Cp\u003ESee how the best pet hair robot vacuums compare to other models we use to keep up with our pets.&nbsp;\u003C\u002Fp\u003E\u003Ctable\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EBest\u003C\u002Fstrong\u003E\u003Cstrong\u003E robot vacuum\u003C\u002Fstrong\u003E\u003Cstrong\u003E for pet\u003C\u002Fstrong\u003E\u003Cstrong\u003E hair\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cstrong\u003EZDNET's take\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cstrong\u003EPrice\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cstrong\u003ESuction\u003C\u002Fstrong\u003E\u003Cstrong\u003E power\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cstrong\u003EFunctionality\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cstrong\u003ESelf-emptying\u003C\u002Fstrong\u003E\u003Cstrong\u003E dustbin\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cstrong\u003EBattery life\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EiRobot Roomba Combo j7+\u003C\u002Ftd\u003E\u003Ctd\u003EBest overall\u003C\u002Ftd\u003E\u003Ctd\u003E$900\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EVacuum and mop\u003C\u002Ftd\u003E\u003Ctd\u003EYes\u003C\u002Ftd\u003E\u003Ctd\u003E180 mins\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EEufy X8 Pro\u003C\u002Ftd\u003E\u003Ctd\u003EBest for carpet\u003C\u002Ftd\u003E\u003Ctd\u003E$400\u003C\u002Ftd\u003E\u003Ctd\u003E4,000Pa\u003C\u002Ftd\u003E\u003Ctd\u003EVacuum\u003C\u002Ftd\u003E\u003Ctd\u003EYes\u003C\u002Ftd\u003E\u003Ctd\u003E100 mins\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EEcovacs Deebot X2 Combo Complete\u003C\u002Ftd\u003E\u003Ctd\u003EBest for multiple floor types\u003C\u002Ftd\u003E\u003Ctd\u003E$1,300\u003C\u002Ftd\u003E\u003Ctd\u003E8,700Pa\u003C\u002Ftd\u003E\u003Ctd\u003EVacuum and mop\u003C\u002Ftd\u003E\u003Ctd\u003EYes\u003C\u002Ftd\u003E\u003Ctd\u003E210 mins\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003ENarwal Freo X Ultra\u003C\u002Ftd\u003E\u003Ctd\u003EBest for hard floors\u003C\u002Ftd\u003E\u003Ctd\u003E$1,100\u003C\u002Ftd\u003E\u003Ctd\u003E8,200Pa\u003C\u002Ftd\u003E\u003Ctd\u003EVacuum and mop\u003C\u002Ftd\u003E\u003Ctd\u003EYes\u003C\u002Ftd\u003E\u003Ctd\u003E210 mins\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EEufy 11S Max\u003C\u002Ftd\u003E\u003Ctd\u003EBest for a budget\u003C\u002Ftd\u003E\u003Ctd\u003E$140\u003C\u002Ftd\u003E\u003Ctd\u003EN\u002FA\u003C\u002Ftd\u003E\u003Ctd\u003EVacuum\u003C\u002Ftd\u003E\u003Ctd\u003ENo\u003C\u002Ftd\u003E\u003Ctd\u003E100 mins\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003ERoborock S8 MaxV Ultra\u003C\u002Ftd\u003E\u003Ctd\u003EBest 2-in-1\u003C\u002Ftd\u003E\u003Ctd\u003E$1,800\u003C\u002Ftd\u003E\u003Ctd\u003E10,000Pa\u003C\u002Ftd\u003E\u003Ctd\u003EVacuum and mop\u003C\u002Ftd\u003E\u003Ctd\u003EYes\u003C\u002Ftd\u003E\u003Ctd\u003E180 mins\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Cp\u003E*\u003Cem\u003ELowest price at the time of writing. Please note that prices vary based on retailer and available promotions, sales, or discounts\u003C\u002Fem\u003E.\u003C\u002Fp\u003E\" data-hed=\"The best pet hair robot vacuums compared\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"006dee48-287a-479b-9a6d-eef99b7d7719\" data-edition=\"us\" data-description=\"\u003Cp\u003EThere are hundreds of robot vacuums, so how do you know which is best for you? Here's a quick breakdown:&nbsp;\u003C\u002Fp\u003E\u003Ctable\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EChoose this robot vacuum mop...\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cstrong\u003EIf\u003C\u002Fstrong\u003E\u003Cstrong\u003E you...\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EiRobot Roomba Combo j7+\u003C\u002Ftd\u003E\u003Ctd\u003EWant the best robot vacuum to handle all of your pet hair. It's intelligent, has strong suction power, and will avoid pet accidents.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EEufy X8 Pro\u003C\u002Ftd\u003E\u003Ctd\u003ENeed a robot vacuum that can successfully tackle a lot of carpets and\u002For rugs.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EEcovacs Deebot X2 Combo Complete\u003C\u002Ftd\u003E\u003Ctd\u003EHave multiple flooring surfaces throughout your house that must be vacuumed and mopped.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003ENarwal Freo X Ultra\u003C\u002Ftd\u003E\u003Ctd\u003EWant up to 7 weeks of dust storage and want a quick and efficient robot.\u003Cbr\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003EEufy 11S Max\u003C\u002Ftd\u003E\u003Ctd\u003EWant a simple, straightforward robot vacuum without all the bells and whistles.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003ERoborock S8 MaxV Ultra\u003C\u002Ftd\u003E\u003Ctd\u003EWant a premium robot vacuum and mop machine that can keep up with all the pet hair and paw prints scattered throughout your house.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\" data-hed=\"Which robot vacuum is best for you?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a2924296-b219-46b1-b006-ce4469182c5e\" data-edition=\"us\" data-description=\"\u003Cp\u003EIf you're trying to decide whether a stick or a robot vacuum is the best option for tackling pet hair, the truth is that there isn't a black-and-white answer. Here's how they stack up:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ERobot vacuums are best suited for daily or every-other-day maintenance between deep cleaning sessions. They are ideal for low-pile carpets and hard floors, such as wood, tile, and vinyl. &nbsp;\u003C\u002Fli\u003E\u003Cli\u003EStick vacuums are perfect for quick cleanups of crumbs or pet hair but can also be better suited to vacuum carpets more thoroughly than a robot vacuum. They provide stronger suction and versatility than robot vacuums, which helps them remove stubborn pet hair more effectively from carpets and rugs.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EI rotate both a stick vacuum and a robot vacuum in my home, while my old upright vacuum is relegated to monthly cleaning jobs for a deeper clean. I've found that combining a robot vacuum for daily automated cleanings and a stick vacuum for quick cleanups is the best way to keep my floors clean without a big hassle.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fforget-dyson-i-tested-roborocks-wet-dry-hand-vacuum-and-it-left-my-floors-spotless\u002F"\u003EForget Dyson: I tested Roborock's wet-dry hand vacuum and it left my floors spotless\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESome robot and stick vacuum combinations, like the \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tried-a-robot-vacuum-that-has-a-side-mounted-handheld-cleaner-and-cant-go-back\u002F" target="_blank"\u003EEcovacs T30S Combo\u003C\u002Fa\u003E and \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-is-the-only-vacuum-for-pet-hair-youll-ever-need-and-its-a-whopping-400-off\u002F" target="_blank"\u003EDeebot X2 Combo\u003C\u002Fa\u003E, are available on the market, which greatly helps. This is especially true as the stick vacuum's canister on these devices self-empties into the same bag as the robot vacuum, making the entire experience easier.\u003C\u002Fp\u003E\" data-hed=\"Robot vacuum vs. stick vacuum: Which is better for pet hair?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"b93ca91d-6ef4-460e-8c57-089bf07b7ba4\" data-edition=\"us\" data-description=\"\u003Cp\u003EWhile trying to determine the best robot vacuum, I kept several factors at the forefront of my testing and research, which can also aid your search:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ESuction power:\u003C\u002Fstrong\u003E When weighing your options, compare each robot vacuum's different suction power features. Suction power is measured in Pascals (Pa); the higher the number, the better. Inexpensive options like the Eufy 11S Max feature a 2,000Pa suction, while more high-end options, like the Roborock S8 MaxV Ultra, have 10,000Pa. Also, consider that this number is the robot's peak power, so you'll likely have to set it up in its highest setting to reach the advertised number of Pascals.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EFloor types:&nbsp;\u003C\u002Fstrong\u003ESome robot vacuums are best equipped to work with different floor types, like carpet or hardwood, and can even automatically increase suction when the carpet is detected. Others perform best on hard floors but fall short on carpets. Before you buy, consider the type of flooring in your home and which vacuum is most appropriate.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EMapping:\u003C\u002Fstrong\u003E&nbsp;For full automation, your robot vacuum must have a mapping feature to navigate each room. Robots use different sensors to create floorplan maps, including LiDAR, laser, and even artificial intelligence through cameras. Many robot vacuums use these sensors to detect cliffs and stop so they don't fall down the stairs. Depending on the tech used for mapping, robot vacuums clean in linear or random patterns, which is also something to consider if you like the look of carpet lines. Many robots can also create multi-floor mapping, which lets you move your robot vacuum to clean different levels in your home and save each map.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EObstacle avoidance:\u003C\u002Fstrong\u003E&nbsp;An obstacle avoidance feature can have the robot vacuum avoid things like furniture, wires, socks, shoes, and even pet waste so the robot doesn't get its brush roller stuck on it or spread the mess all over your carpet. This feature is a must-have in my home with a dog and young kids who constantly leave objects strewn about.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EBattery:&nbsp;\u003C\u002Fstrong\u003EConsider the runtime before choosing the best robot vacuum to ensure it has enough power to clean your home, especially if you want to clean a large area in one go. If you select a robot vacuum with the technical capability to pause its job, return to the charging base to refill its battery, and then resume the job where it left off, this may not be as big of a factor as others on this list.&nbsp;\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EConnectivity:\u003C\u002Fstrong\u003E&nbsp;Many of the best robot vacuums offer voice control, some through Amazon Alexa or Google Home, and others with built-in voice assistants. Most feature a mobile app that lets you control your robot remotely, set schedules, track progress, and control the machine's efforts.&nbsp;\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EExtra features: \u003C\u002Fstrong\u003ERobot vacuum manufacturers often market extra features that may or may not be important to buyers, so choosing which features you'd like before buying is worth it. These include tangle-resistant brushes, self-emptying dustbins, the ability to set no-go zones and create schedules, mopping capabilities, and many more.&nbsp;\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-changed-these-10-things-to-maximize-my-robot-vacuums-battery-life\u002F"\u003EI changed these 10 things to maximize my robot vacuum's battery life\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\" data-hed=\"Factors to consider when choosing a robot vacuum\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"0520397b-a1b7-473a-9e21-8a28ab0cf2ec\" data-edition=\"us\" data-description=\"\u003Cp\u003EZDNET has several robot vacuum reviewers that have tested over 50 units thus far. We conduct tests in real homes with real challenges and in a controlled lab environment for comparison.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-we-test-robot-vacuums\u002F"\u003EHow we test robot vacuums at ZDNET in 2024\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHere's what we consider when testing robot vacuums and mops at ZDNET:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EDetermine evaluation criteria:\u003C\u002Fstrong\u003E&nbsp;For our key evaluation criteria, we consider how robots perform by assessing their suction power, navigation, mapping, and battery life. We also assess the user experience, the robot's versatility, longevity, and whether it delivers on its specifications.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EUnboxing:\u003C\u002Fstrong\u003E&nbsp;During this process, we assess the packaging and setup experience and note any accessories and unique features.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003ETesting environments:\u003C\u002Fstrong\u003E&nbsp;We test the robot vacuums on different floor types (like carpet and hardwood) and see how they navigate various obstacles to test performance.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EPerformance metrics:\u003C\u002Fstrong\u003E&nbsp;We test suction power with various debris types and assess obstacle navigation and mapping accuracy.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EExtra features\u003C\u002Fstrong\u003E: When testing robot vacuum and mop combinations, we evaluate their effectiveness at removing stains and overall cleaning quality. We also check how unique features work, like obstacle avoidance and recognition, extendable mop pads, etc.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003ETo top it all off, we gauge the device's longevity and long-term performance by using it over the course of a few months. Our review timelines vary, but we typically test robot vacuums for about a month before reviewing and keep our reviews updated while the device is available.\u003C\u002Fp\u003E\" data-hed=\"How did we test these robot vacuums for pet hair?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003ERobot vacuum for pet hair FAQs\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"738cae1c-b165-4824-b7d7-50cab3962f75\" data-edition=\"us\" data-description=\"\u003Cp\u003EShark and Roomba robot vacuums have pros and cons when handling pet hair. We've tested different models from both brands at ZDNET and have found that, while Shark robots tend to excel in suction, Roombas generally have better navigation and obstacle avoidance capabilities.\u003C\u002Fp\u003E\u003Cp\u003ESome Roomba robot vacuums also have dual brush rollers to help prevent hair tangles and advanced smart features, like P.O.O.P. But Shark tends to offer more affordable alternatives than Roomba, including in recurring expenses. Shark robot vacuums also notoriously handle pet hair well with self-cleaning brush rollers.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EIn the end, choosing between Shark and Roomba will come down to the individual model and depend on the buyer's needs.\u003C\u002Fp\u003E\" data-hed=\"Shark vs Roomba: Which is best for pet hair?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"dab7c5a6-9725-4342-b0df-51af52549735\" data-edition=\"us\" data-description=\"\u003Cp\u003EAs a robot vacuum reviewer, I've gotten a lot of experience setting up robot vacuums. Here are some steps I follow when I get a new robot vacuum:\u003C\u002Fp\u003E\u003Col\u003E\u003Cli\u003EUnbox the device and remove any packaging from the robot vacuum and base station.\u003C\u002Fli\u003E\u003Cli\u003EAdd side brushes, mop pads, and other accessories.\u003C\u002Fli\u003E\u003Cli\u003EPlug in the base station and turn on the robot vacuum. Robot vacuums often have a switch under the cover or on one side. If your robot does not have a switch, press the on\u002Foff button or put it in the charging dock to turn it on.\u003C\u002Fli\u003E\u003Cli\u003EPair the robot with the mobile app. This will require downloading the manufacturer's app, turning on Bluetooth, adding the robot vacuum to your Wi-Fi network, and checking for firmware updates.\u003C\u002Fli\u003E\u003Cli\u003EAdd clean water if the robot has a mopping feature.\u003C\u002Fli\u003E\u003Cli\u003EStart the mapping process by running the robot for the first time. Try to remove obstacles that won't typically be there when the robot is cleaning, like shoes, socks, and toys.\u003C\u002Fli\u003E\u003Cli\u003ESet no-go zones in the app, name rooms, and add a Do Not Disturb schedule, if necessary.\u003C\u002Fli\u003E\u003Cli\u003ERun the robot for its first cleaning session and watch it to ensure it covers the intended area. If your robot vacuum skips some areas, try remapping it or editing the map.\u003C\u002Fli\u003E\u003Cli\u003ETake note of what maintenance your vacuum will require after use, and how often, like replacing the dust bag, emptying the dustbin, wiping the sensors, washing the filters, emptying the dirty mop water, etc.\u003C\u002Fli\u003E\u003C\u002Fol\u003E\" data-hed=\"How do I set up my new robot vacuum?\" data-imagegroup=\"{"alt":"Narwal Freo X Plus robot vacuum and mop","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"842f3cb1-586f-48af-8eee-1c762fab4eaf","title":"Narwal Freo X Plus robot vacuum and mop","filename":"2.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F06\u002F13\u002F842f3cb1-586f-48af-8eee-1c762fab4eaf\u002F2.jpg","caption":"\u003Cp\u003EOne of the mop pads on the Narwal Freo X Plus robot vacuum and mop.\u003C\u002Fp\u003E","size":1625434,"width":2100,"height":1182,"dateCreated":{"date":"2024-06-13 21:12:02","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-06-13 21:12:20","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Maria Diaz\u002FZDNET","alt":"Narwal Freo X Plus robot vacuum and mop","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"842f3cb1-586f-48af-8eee-1c762fab4eaf","imageAltText":"Narwal Freo X Plus robot vacuum and mop","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Maria Diaz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"2.jpg","imageDateCreated":"2024\u002F06\u002F13","imageWidth":2100,"imageHeight":1182,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"f6876f18-f178-4bd8-8594-495751bdf9ff\" data-edition=\"us\" data-description=\"\u003Cp\u003EMost of the vacuums on this list are self-emptying, so you don't have to worry about manually dumping the dust bin after every use. However, there are many on the market that you need to manually empty. How often you empty your robot vacuum dustbin depends on how much dirt, debris, and pet hair you have in your home. It's good to be realistic about your home's needs and proactive about emptying so your vacuum can continue suctioning up as much dirt as possible during its job.\u003C\u002Fp\u003E\u003Cp\u003EThe self-emptying robot vacuums are typically emptied into a dust bag stored in the base station. The dust bags vary from one brand to another, but you can normally get around 60 days' worth of dirt and debris before needing to change the bag out.\u003C\u002Fp\u003E\" data-hed=\"How often do you have to empty robot vacuums?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"479aa18d-6377-4df7-bf37-44a8d4004397\" data-edition=\"us\" data-description=\"\u003Cp\u003ERobot vacuums are often good at getting pet hair out of short-pile carpets but don't always perform as well on medium and high-pile carpets, as they can get stuck in them. However, robot vacuums are not as great at removing stubborn hair from carpet and rugs as some upright and stick vacuums.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EWhile many robot vacuums have very powerful suction, their brush rollers often to reach deep enough in the carpet to loosen up stubborn hair. Robot vacuums are perfect for keeping floors clean, but your rugs and carpets will still require a more thorough cleaning every few weeks to remove all the pet hair.\u003C\u002Fp\u003E\" data-hed=\"How good are robot vacuums at cleaning pet hair out of carpets?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"47a3fe7d-b058-4307-8cca-2396f6ea4040\" data-edition=\"us\" data-description=\"\u003Cp\u003EMost robot vacuums encourage you to replace the filter, rollers, and side sweeping brushes periodically to keep the devices performing optimally. Additionally, if your robot empties into a dust bag, it must be replaced every few months. Finally, some robot vacuum mops require a mop-cleaning solution that must be repurchased throughout the robot's lifetime.\u003C\u002Fp\u003E\" data-hed=\"Are there reccurring expenses for robot vacuums?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"d798f665-c64b-4d3f-be2c-6d59add38781\" data-edition=\"us\" data-description=\"\u003Cp\u003ERobot vacuums are becoming increasingly intelligent with each new device, and they can now avoid various objects in your home, including pet waste. iRobot and Roborock are two robot vacuum companies claiming their devices can identify and avoid running over pet waste.\u003C\u002Fp\u003E\" data-hed=\"Can robot vacuums avoid pet accidents?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"d07cf5fe-4589-44bc-bd15-cdbd9a99a946\" data-edition=\"us\" data-description=\"\u003Cp\u003EThere are a lot of great robot vacuums on the market, so I obviously couldn't include every single one. Here are a few other worthy contenders that we've tested:\u003C\u002Fp\u003E\" data-hed=\"Other robot vacuums for pet hair we tested\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"c9b2c2de-44c9-45a4-8484-75283c0a120e\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou really can't go wrong with any device from Roborock, including the Q5+. With its auto dust emptying base and 2700Pa suction, you can get many&nbsp;of the higher-end robot vacuum features for a cheaper price.\u003C\u002Fp\u003E\" data-hed=\"Roborock Q5+\" data-imagegroup=\"{"alt":"Roborock Q5+ in black","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Beth Mauder\u002FZDNET","imageData":{"id":"ebe26e79-80e8-4d6f-9bff-3f3748b859f2","title":"roborock-q5-hero","filename":"roborock-q5-hero.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F10\u002F02\u002Febe26e79-80e8-4d6f-9bff-3f3748b859f2\u002Froborock-q5-hero.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":545370,"width":1296,"height":720,"dateCreated":{"date":"2023-10-02 14:54:05","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-10-02 14:54:52","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Beth Mauder\u002FZDNET","alt":"Roborock Q5+ in black","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"ebe26e79-80e8-4d6f-9bff-3f3748b859f2","imageAltText":"Roborock Q5+ in black","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Beth Mauder\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"roborock-q5-hero.jpg","imageDateCreated":"2023\u002F10\u002F02","imageWidth":1296,"imageHeight":720,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Beth Mauder\u002FZDNET\" data-linktext=\"Best name-brand cheap alternative\" data-linkurl=\"Design: Mini Listicle\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Self-Empty-Hands-Free-Cleaning-Run-Time\u002Fdp\u002FB09NM56KJM\u002F?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Self-Empty-Hands-Free-Cleaning-Run-Time\u002Fdp\u002FB09NM56KJM\u002F","url":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Self-Empty-Hands-Free-Cleaning-Run-Time\u002Fdp\u002FB09NM56KJM\u002F?tag=zdnet-buy-button-20"}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"0ce40438-980f-4094-9469-45562bba4d3c\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe Dreame X40 Ultra is ZDNET's pick for the best robot vacuum and mop combination, with 12,000Pa of suction power and reliable object avoidance capabilities. It'll cost you, though, as it's priced steeply at $1,900.\u003C\u002Fp\u003E\" data-hed=\"Dreame X40 Ultra\" data-imagegroup=\"{"alt":"Dreame X40 Ultra robot vacuum and mop","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"9d64705c-2bf6-4fcb-b2b6-baf84eff4b2f","title":"Dreame X40 Ultra robot vacuum and mop","filename":"6.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F06\u002F17\u002F9d64705c-2bf6-4fcb-b2b6-baf84eff4b2f\u002F6.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":6251584,"width":4967,"height":2794,"dateCreated":{"date":"2024-06-17 20:02:26","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-06-17 20:02:46","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Maria Diaz\u002FZDNET","alt":"Dreame X40 Ultra robot vacuum and mop","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"9d64705c-2bf6-4fcb-b2b6-baf84eff4b2f","imageAltText":"Dreame X40 Ultra robot vacuum and mop","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Maria Diaz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"6.jpg","imageDateCreated":"2024\u002F06\u002F17","imageWidth":4967,"imageHeight":2794,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-linktext=\"Best high-end alternative\" data-linkurl=\"Design: Mini Listicle\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdreame-Removable-Extensive-Washboard-Auto-Empty\u002Fdp\u002FB0CXDXKSXP?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdreame-Removable-Extensive-Washboard-Auto-Empty\u002Fdp\u002FB0CXDXKSXP","url":"https:\u002F\u002Fwww.amazon.com\u002Fdreame-Removable-Extensive-Washboard-Auto-Empty\u002Fdp\u002FB0CXDXKSXP?tag=zdnet-buy-button-20"}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"69a9c18a-a435-4d31-b55e-aecaebc0d643\" data-edition=\"us\" data-description=\"\u003Cp\u003EWith 4,300Pa suction, a mop head that vibrates 2,500 times per minute, and 150 minutes of runtime, you will be impressed. However, you may be disappointed in the robot's lack of object avoidance.\u003C\u002Fp\u003E\" data-hed=\"Yeedi Cube\" data-imagegroup=\"{"alt":"Yeedi Cube","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"3b5a94fa-65ea-4c0d-9d91-f636e21cc77c","title":"Yeedi Cube","filename":"yeedicube.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F10\u002F10\u002F3b5a94fa-65ea-4c0d-9d91-f636e21cc77c\u002Fyeedicube.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":4664992,"width":8064,"height":4536,"dateCreated":{"date":"2023-10-10 14:27:22","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-10-10 14:27:29","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Maria Diaz\u002FZDNET","alt":"Yeedi Cube","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"3b5a94fa-65ea-4c0d-9d91-f636e21cc77c","imageAltText":"Yeedi Cube","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Maria Diaz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"yeedicube.jpg","imageDateCreated":"2023\u002F10\u002F10","imageWidth":8064,"imageHeight":4536,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-linktext=\"Best combo alternative\" data-linkurl=\"Design: Mini Listicle\" data-offer=\"{"id":"e24dde25-4150-48c1-a793-4ea5c4346c2f","slug":"yeedi-by-ecovacs-cube-robot-vacuum-and-mop-combo-self-emptying-self-drying-compatible-with-alexa","label":"Yeedi by ECOVACS Cube Robot Vacuum And Mop Combo Self Emptying Self-Drying Compatible with Alexa","edition":["US","ES"],"imageId":null,"imgWidth":null,"imgHeight":null,"objectType":"content_product_series","typeLabel":"Series","imgUrl":null,"icon":""}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Amazon","offerPrice":"700","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FWashing-Emptying-Lifting-Obstacle-Climbing\u002Fdp\u002FB0CW1KFGMF\u002Fref=asc_df_B0CW1KFGMF\u002F","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2050571\" data-copy=\"ZDNET Recommends\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"12922153-5c9c-495e-a36a-5dbbc9302a9f\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F12922153-5c9c-495e-a36a-5dbbc9302a9f\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-10-10 19:37:00",timezone:"UTC",updated:c,published:c},description:"We tested the best robot vacuums for pet hair from iRobot, Roborock, and more to effortlessly keep your floors clean without the old upright vacuum.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"2ad2f030-9257-4bf3-af9a-f5f35c075da2",image:{id:"708e1d2b-b97a-4f7d-a90f-bba673c5e8e9",filename:"roborocks8-pro-ultra-dogs.jpg",dateCreated:{created:c,date:"2023-04-20 15:36:43",timezone:"UTC",updated:c,published:c},alt:"Roomba Combo j7+ vacuuming on carpet.",credits:"Beth Mauder\u002FZDNET",caption:"\u003Cp\u003EThe Roborock S8 Pro Ultra has been able to successfully clean up after these two.\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F04\u002F20\u002F708e1d2b-b97a-4f7d-a90f-bba673c5e8e9\u002Froborocks8-pro-ultra-dogs.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1600,height:898,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"best-list",hubTopicPathString:"Home & Office^Kitchen & Household",relatedItems:[]},name:b,promoTitle:"The best robot vacuums for pet hair: Expert tested",section:b,slug:"the-best-robot-vacuum-for-pet-hair",startYear:c,summary:b,title:"The best robot vacuums for pet hair of 2024: Expert tested and reviewed",topic:{id:"60832ece-f84e-43d8-a207-9697d20dc673",slug:"kitchen-household",name:"Kitchen & Household",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"60832ece-f84e-43d8-a207-9697d20dc673",slug:"kitchen-household",name:"Kitchen & Household",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"1c6142d0-43d6-4f00-a58b-0cdc107197a4\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"ChatGPT vs. ChatGPT Plus\" data-image-filename=\"gpt.jpg\" data-image-date-created=\"2024\u002F11\u002F19\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWhen \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-gpt-4-heres-everything-you-need-to-know\u002F#link={%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-gpt-4-heres-everything-you-need-to-know\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22GPT-4%22}\"\u003EGPT-4\u003C\u002Fa\u003E was OpenAI's most powerful \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003Eartificial intelligence\u003C\u002Fa\u003E (AI) large language model (LLM), paying \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F\" target=\"_blank\"\u003E$20 a month\u003C\u002Fa\u003E to access it with a subscription to ChatGPT Plus was a no-brainer for many users. However, since OpenAI announced the availability of GPT-4o, the choice is a bit more complicated. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-your-resume\u002F\"\u003EHow to use ChatGPT to write your resume\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn May 2024, OpenAI \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-ways-openai-just-supercharged-chatgpt-for-free-users\u002F\" target=\"_blank\"\u003Erevealed\u003C\u002Fa\u003E an omnimodel that makes GPT-4-level intelligence accessible to everyone. Free users can also access features previously reserved for paid subscribers, including the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgpt-store-openais-most-compelling-reason-to-become-a-chatgpt-plus-subscriber-yet\u002F\" target=\"_blank\"\u003EGPT Store\u003C\u002Fa\u003E for custom GPT bots; the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-makes-memory-available-to-all-chatgpt-plus-subscribers-how-to-use-it\u002F\" target=\"_blank\"\u003EMemory feature\u003C\u002Fa\u003E to give their conversations continuity; uploading photos and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-analyze-pdfs-for-free\u002F\" target=\"_blank\"\u003Edocuments to discuss them\u003C\u002Fa\u003E with ChatGPT; web browsing; and advanced data analysis. More recently, OpenAI launched \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-newly-released-gpt-4o-mini-dominates-the-chatbot-arena-heres-why\u002F\" target=\"_blank\"\u003EGPT-4o mini\u003C\u002Fa\u003E as the default model for free users to replace GPT-3.5.\u003C\u002Fp\u003E\u003Cp\u003EAs a ChatGPT Plus subscriber, I'll explain below when ChatGPT will suffice and when you might want to opt for Plus. \u003C\u002Fp\u003E\u003Ch2\u003EYou should use ChatGPT Plus if...\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"7480bac9-20c0-40b8-86f4-394316ee0555\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"ChatGPT Plus window introduction on a laptop\" data-image-filename=\"gptplus.jpg\" data-image-date-created=\"2023\u002F12\u002F04\" data-image-width=\"6738\" data-image-height=\"3790\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E1. You want to try the Advanced Voice Mode\u003C\u002Fh3\u003E\u003Cp\u003EOpenAI finally \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-rolls-out-new-advanced-voice-mode-heres-how-you-can-access\u002F\" target=\"_blank\"\u003Erolled out\u003C\u002Fa\u003E an alpha of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-rolls-out-new-advanced-voice-mode-heres-how-you-can-access\u002F\" target=\"_blank\"\u003EAdvanced Voice Mode\u003C\u002Fa\u003E in late July to a select group of ChatGPT Plus users. While the alpha is still preliminary and does not yet include some of the bells and whistles OpenAI teased in May, the voice assistant can still be interrupted by a user and respond to emotions in the user's tone. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-budget-gpt-4o-mini-model-is-now-cheaper-to-fine-tune-too\u002F\"\u003EOpenAI's budget GPT-4o mini model is now cheaper to fine-tune, too\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EPlus subscribers now have access to the \u003Ca href=\"https:\u002F\u002Fhelp.openai.com\u002Fen\u002Farticles\u002F9617425-advanced-voice-mode-faq\" target=\"_blank\"\u003EAdvanced Voice Mode feature\u003C\u002Fa\u003E in their accounts. While free users can access Advanced Voice Mode on the ChatGPT mobile apps for Android and iOS, they're limited to 15 minutes of monthly use. Advanced Voice Mode is one of the latest and most impressive features OpenAI has added to ChatGPT Plus. So, if you're looking for a reason to pay the $20 monthly fee, using this feature might be it.\u003C\u002Fp\u003E\u003Ch3\u003E2. You want to use GPT-4o more than most\u003C\u002Fh3\u003E\u003Cp\u003ENow that GPT-4o gives free users many of the same capabilities that were available only behind a Plus subscription, the reasons to sign up for a monthly fee have dwindled -- but haven't disappeared completely. Free ChatGPT users are limited in the number of messages they can send with GPT-4o, depending on usage and demand. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-copilot-vs-copilot-pro-is-the-pro-flavor-worth-the-subscription-price\u002F\"\u003E\u003Cstrong\u003EMicrosoft Copilot vs. Copilot Pro: Is the subscription fee worth it?\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EChatGPT used to switch to GPT-3.5 when free users reached their limit; now, it switches to GPT-4o mini (which is faster and smarter than GPT-3.5). Though OpenAI doesn't specify the GPT-4o limit for free users, ChatGPT Plus subscribers have up to five times the capacity of the free tier and can send GPT-4o up to 80 messages every three hours. This capacity means free users should have up to a 15-16 prompt limit every three hours. ChatGPT Plus users still have access to GPT-4 when they exceed their GPT-4o limit. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThough we expect OpenAI will increase the limits for GPT-4o for both free and paid users, if you'd like to use GPT-4o for more than 15 messages every three hours and during peak times, you're better off with a ChatGPT Plus subscription.\u003C\u002Fp\u003E\u003Ch3\u003E3. You want to generate multiple images\u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"57d648e6-62d0-4aeb-bb57-c511855119c0\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EWhile GPT-4o for-free users can generate images, they're limited in how many they can create.&nbsp;\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Maria Diaz\u002FZDNET\" data-image-alt-text=\"GPT-4o mini free image creation\" data-image-filename=\"gpt-free-images.jpg\" data-image-date-created=\"2024\u002F08\u002F19\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EGPT-4o is multimodal and capable of analyzing text, images, and voice. For example, GPT-4o can ingest an image of your refrigerator contents and provide you with recipes using the ingredients it identifies. Free ChatGPT users also can upload documents for GPT-4o to analyze and make inferences or summaries. \u003C\u002Fp\u003E\u003Cp\u003EHowever, OpenAI reserves most of its image generation capabilities for ChatGPT Plus subscribers. While free users can generate images, they're subject to a limit. I got the popup (above) when I'd created two images with a free account, saying: \"You've reached your image creation limit. Upgrade to ChatGPT Plus or try again tomorrow after 4:27 PM [24 hours later].\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-dall-e-3-in-chatgpt\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-dall-e-3-in-chatgpt\u002F%22,%22target%22:%22%22,%22absolute%22:%22%22,%22linkText%22:%22%3Cstrong%3EHow%20to%20use%20DALL-E%203%20in%20ChatGPT%3C\u002Fstrong%3E%22%7D%23link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-dall-e-3-in-chatgpt\u002F%23link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-dall-e-3-in-chatgpt\u002F%22,%22target%22:%22%22,%22absolute%22:%22%22,%22linkText%22:%22%3Cstrong%3EHow%20to%20use%20DALL-E%203%20in%20ChatGPT%3C\u002Fstrong%3E%22%7D%22,%22target%22:%22%22,%22absolute%22:%22%22,%22linkText%22:%22%3Cstrong%3EHow%20to%20use%20DALL-E%203%20in%20ChatGPT%3C\u002Fstrong%3E%22%7D\"\u003E\u003Cstrong\u003EHow to use DALL-E 3 in ChatGPT\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EGPT-4o in the free ChatGPT tier recently gained access to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\" target=\"_blank\"\u003EDALL-E, OpenAI's image generation model\u003C\u002Fa\u003E. This means that when you ask the AI to generate images for you, it lets you use a limited amount of prompts to create images. While free users can technically access GPTs with GPT-4o, they can't effectively use the DALL-E GPT through the GPT Store. When asked to generate an image, the DALL-E GPT responds that it can't, and a popup appears, prompting free users to join ChatGPT Plus to generate images. \u003C\u002Fp\u003E\u003Ch3\u003E4. You want a tool to create charts and tables\u003C\u002Fh3\u003E\u003Cp\u003EChatGPT's \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-will-put-your-data-into-interactive-tables-and-charts-with-gpt-4o\u002F\" target=\"_blank\"\u003Eupgraded data analysis feature\u003C\u002Fa\u003E lets users create interactive charts and tables from datasets. The upgrade also lets users upload files directly from Google Drive and Microsoft OneDrive, in addition to the option to browse for files on their local device. These new features are available only in GPT-4o to ChatGPT Plus, Team, and Enterprise users.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-make-charts-and-tables-with-advanced-data-analysis\u002F\"\u003EHow to use ChatGPT to make charts and tables with Advanced Data Analysis\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWith these capabilities, you can upload an entire research study to ChatGPT and ask it to generate a table with certain parameters (\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhy-chatgpt-answered-queries-in-gibberish-on-tuesday\u002F\" target=\"_blank\"\u003Ealways check\u003C\u002Fa\u003E that the info ChatGPT enters is correct). Then, you could click on a cell and ask ChatGPT a question about it or prompt it to create a pie chart. The pie chart, which would also be interactive, can be customized and downloaded for use in presentations and documents.   \u003C\u002Fp\u003E\u003Cp\u003EUsers with prompts that require more complex reasoning and analysis, like complex math problems or programming questions, can also access the preview of OpenAI o1 through ChatGPT Plus, which takes more time to process intricate challenges.\u003C\u002Fp\u003E\u003Ch3\u003E5. You just can't wait \u003C\u002Fh3\u003E\u003Cp\u003EAside from interactive chart generation, ChatGPT Plus users still get early access to new features that OpenAI has rolled out. For example, this early access included the new Advanced Voice Mode and other new features that rolled out this year for Plus subscribers first.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F%22,%22target%22:%22%22,%22absolute%22:%22%22,%22linkText%22:%22%3Cstrong%3EHow%20to%20subscribe%20to%20ChatGPT%20Plus%20(and%20why%20you%20should)%3C\u002Fstrong%3E%22%7D\"\u003E\u003Cstrong\u003EHow to subscribe to ChatGPT Plus (and why you should)\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EOpenAI rolled out GPT-4o to ChatGPT Plus, Team, and ChatGPT free users this spring, later expanding to Enterprise users. Since then, it's rolled out GPT-4o mini, which is available for free and paying users.\u003C\u002Fp\u003E\u003Ch2\u003EYou should use free ChatGPT if...\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c0aba98e-5c9d-4c88-be31-6b2e9ae7100a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Introducing ChatGPT\" data-image-filename=\"chatgpt.jpg\" data-image-date-created=\"2023\u002F08\u002F11\" data-image-width=\"2100\" data-image-height=\"1182\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E1. You don't want to pay a monthly fee\u003Cbr\u003E\u003C\u002Fh3\u003E\u003Cp\u003EWith GPT-4o rolling out to free users, ChatGPT users will no longer need a Plus subscription to access most of the features that initially attracted subscribers. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-chatgpt-desktop-app-is-more-helpful-than-i-expected-heres-why-and-how-to-try-it\u002F\"\u003EThe ChatGPT desktop app is more helpful than I expected - here's why and how to try it\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EChatGPT free users can access the multimodal GPT-4o with GPT-4-level intelligence, get responses from the web, generate images, use advanced data analysis, upload files and photos to discuss with the chatbot, access custom GPTs in the GPT Store, and have more helpful experiences with Memory -- all of which used to be ChatGPT Plus benefits.\u003C\u002Fp\u003E\u003Ch3\u003E2. You're a casual ChatGPT user\u003C\u002Fh3\u003E\u003Cp\u003EThere is no need to upgrade to a ChatGPT Plus membership if you're a casual ChatGPT user who doesn't reach the GPT-4o and image generation usage limits. Plus users have a message limit that is five times greater than free users for GPT-4o, with Team and Enterprise users getting even higher limits.\u003C\u002Fp\u003E\u003Cp\u003EIf you're a free user who doesn't use ChatGPT often and stays within the usage limit, you wouldn't get much benefit from a ChatGPT Plus subscription now. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-bing-chat-vs-google-bard-which-is-the-best-ai-chatbot\u002F\"\u003E\u003Cstrong\u003EChatGPT vs. Bing Chat vs. Google Bard: Which is the best AI chatbot?\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EI expect OpenAI will amend the subscription benefits or the price as time passes and GPT-4o and GPT-4o mini become more popular.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-19 19:55:00",timezone:"UTC",updated:c,published:c},description:"OpenAI's GPT-4o model makes it harder to determine who'll find free ChatGPT adequate and when ChatGPT Plus is worth it. We break down your options to help you decide.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"f6c15cd3-31a1-495a-abe9-e12af8be6d37",image:{id:"1c6142d0-43d6-4f00-a58b-0cdc107197a4",filename:"gpt.jpg",dateCreated:{created:c,date:"2024-11-19 18:46:03",timezone:"UTC",updated:c,published:c},alt:"ChatGPT vs. ChatGPT Plus",credits:"Maria Diaz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F19\u002F1c6142d0-43d6-4f00-a58b-0cdc107197a4\u002Fgpt.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"product-promo",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"chatgpt-vs-chatgpt-plus-is-a-paid-subscription-still-worth-it",startYear:c,summary:b,title:"ChatGPT vs. ChatGPT Plus: Is a paid subscription still worth it?",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10c1d40e-ec91-11e3-95d2-02911863765e",slug:"microsoft",name:"Microsoft",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"6fd937ba-0ebe-45ac-a5ef-918a13460c75",slug:"smart-assistants",name:"Smart Assistants",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EWhen \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E launched in late 2022, the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\" target=\"_blank\"\u003EAI chatbot\u003C\u002Fa\u003E soared in popularity because people were amazed at its ability to respond to any question with conversational and concise answers. However, ChatGPT lacked one major feature -- access to current information. AI-powered search engines emerged to fill that gap.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots of 2024: ChatGPT and alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWithin months of ChatGPT launching, major search engines, including Google and Bing, infused \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E (gen AI) into their platforms to offer conversational answers based on up-to-date information found across the internet. Other companies, such as \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\" target=\"_blank\"\u003EPerplexity AI\u003C\u002Fa\u003E, also entered the space, building AI search engines from scratch to compete with the search engine giants. \u003C\u002Fp\u003E\u003Cp\u003EWith the rise in competition, ChatGPT has even unveiled a \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-has-officially-replaced-google-search-for-me-heres-why\u002F\" target=\"_blank\"\u003Eweb-browsing feature of its own\u003C\u002Fa\u003E that allows ChatGPT to function as a search engine. AI search engines offer users the same basic service but with significant differences in execution. Some options are more helpful than others, including differences in user interfaces, search results, and suggestions. \u003C\u002Fp\u003E\u003Cp\u003ETo help you decide which AI search engine is worth using, ZDNET has tested the best tools we could find and provided notes on key specs and hands-on experiences. Let's dive in.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EThe best AI search engine of 2024\u003C\u002Fh2\u003E\u003Cp\u003ETo compare how each search engine functions, I entered the same search query, \"What is a Yorkie?\" into each engine and included screenshots of how they responded below. I encourage you to look at each image closely because the results vary, and what works best for you may be highly personal. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"2869633c-add8-4055-9874-55f85096cf8a\" data-edition=\"us\" data-description=\"\u003Cp\u003EUnlike the rest of the picks on this list that have integrated AI into existing search engines, Perplexity AI has been built to be an AI search engine -- and this approach shows in its interface, which perfectly blends the best features of AI chatbots and search engines. Ultimately, this capability sets Perplexity apart from all the competitors on the market and makes it the most compelling and comprehensive AI search engine.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EWhen you first visit the application, you will see a textbox that resembles what you see when you visit any AI chatbot. However, when you click on the textbox, you will be given many prompt suggestions based on current events, much like when you are going to enter a search query in a search engine. These suggestions are helpful for prompt ideation and set Perplexity apart from other AI chatbots.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fperplexity-ais-new-tool-makes-researching-the-stock-market-delightful-heres-how\u002F"\u003EPerplexity AI's new tool makes researching the stock market 'delightful'. Here's how\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOnce you enter your search query, the results page provides several links at the top, which is helpful if you use Perplexity as a search engine to find the most appropriate website. The results include conversational, concise, bulleted AI-generated answers with footnotes and website links.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003ELastly, underneath the AI insights, users can take advantage of a "related" section, which resembles the experience on a search engine tool, such as Google's "people also ask" feature. This "related" section encourages discovery. Perplexity is free to use, and you don't need an account, making it easy to jump in and try the tool.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPerplexity features\u003C\u002Fstrong\u003E\u003Cstrong\u003E:\u003C\u002Fstrong\u003E&nbsp;Free | Proprietary LLM&nbsp;| Premium subscription available with access to advanced models such as GPT-4 Turbo, Claude 3, and more\u003C\u002Fp\u003E\" data-hed=\"Perplexity AI\" data-superlative=\"Best AI search engine overall\" data-imagegroup=\"{"alt":"Perplexity.ai","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Sabrina Ortiz\u002FZDNET","imageData":{"id":"60ee293c-b017-4237-a35f-cd8957a8f6d0","title":"Perplexity AI","filename":"img-2939.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F16\u002F60ee293c-b017-4237-a35f-cd8957a8f6d0\u002Fimg-2939.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":735176,"width":2935,"height":1651,"dateCreated":{"date":"2024-05-16 02:37:34","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-05-16 02:38:20","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Sabrina Ortiz\u002FZDNET","alt":"Perplexity.ai","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"60ee293c-b017-4237-a35f-cd8957a8f6d0","imageAltText":"Perplexity.ai","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Sabrina Ortiz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"img-2939.jpg","imageDateCreated":"2024\u002F05\u002F16","imageWidth":2935,"imageHeight":1651,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Sabrina Ortiz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Perplexity","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.perplexity.ai\u002F","url":""}]\" data-usepricing=\"true\" data-like=\"~Combines best of AI and search ~Designed for this purpose ~Includes images, footnotes, and links\" data-dislike=\"~Own search engine ~Paid subscription option\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"e2a648b2-48d6-4855-8232-b66dd8dbcb5b\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Perplexity search results\" data-image-filename=\"screenshot-2024-05-09-at-4-48-50pm.png\" data-image-date-created=\"2024\u002F05\u002F09\" data-image-width=\"3440\" data-image-height=\"1724\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"344414a9-3bd9-4550-bdd7-b1f3f67ceb26\" data-edition=\"us\" data-description=\"\u003Cp\u003EIf you like the look, feel, and experience of using an AI chatbot, then \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-the-worlds-most-popular-ai-chatbot-explained\u002F" target="_blank"\u003EChatGPT\u003C\u002Fa\u003E is the best AI search engine for you. The search feature keeps all of the standout ChatGPT features, including speed, accuracy, and UI, which earned it a place as ZDNET's best AI chatbot and adds real-time information from the web.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-just-upgraded-chatgpt-with-a-search-engine-to-rival-google\u002F" target="_blank"\u003EOpenAI just upgraded ChatGPT with a search engine to rival Google\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe tool can be called on manually or activated whenever a user prompt could benefit from web-based information. With ChatGPT Search, you can enter your sentence as your train of thought takes you, and the tool will understand the meaning of your query by leveraging its NLP capabilities. This capability means you can spend less time crafting a tailored search query and get exactly what you want.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EHowever, you need a ChatGPT Plus subscription, which costs $20 monthly. If you are a ChatGPT superuser, the cost may be worth it, as you get other perks such as Voice Mode, image generation, and Canvas. OpenAI plans to make this feature available to free users in the coming months.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E&nbsp;$20 per month | GPT-4o\u003C\u002Fp\u003E\" data-hed=\"ChatGPT Search\" data-superlative=\"Best AI search engine with a chatbot interface\" data-imagegroup=\"{"alt":"entry-point","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"48c8f270-b643-4458-a6a1-5d714e69225c","title":"entry-point","filename":"entry-point.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F10\u002F31\u002F48c8f270-b643-4458-a6a1-5d714e69225c\u002Fentry-point.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":330860,"width":1920,"height":1080,"dateCreated":{"date":"2024-10-31 17:15:12","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-10-31 17:15:14","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"entry-point","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"48c8f270-b643-4458-a6a1-5d714e69225c","imageAltText":"entry-point","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"entry-point.jpg","imageDateCreated":"2024\u002F10\u002F31","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-linktext=\"ChatGPT\" data-linkurl=\"https:\u002F\u002Fchatgpt.com\u002Fc\u002F672bb140-d284-8000-a2f0-dd482a8c4f3d\" data-merchantoffers=\"[]\" data-usepricing=\"true\" data-like=\"~ChatGPT interface ~GPT-4o ~Automatic and manual web-calling\" data-dislike=\"~Subscription ~Not all websites\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"a4f725a0-0b89-4be6-913f-2dc82bf7f960\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT Search\" data-image-filename=\"screenshot-2024-11-06-at-3-06-02pm.png\" data-image-date-created=\"2024\u002F11\u002F06\" data-image-width=\"2906\" data-image-height=\"1700\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"78000d68-5c97-40b9-95c5-77631010cc05\" data-edition=\"us\" data-description=\"\u003Cp\u003EMicrosoft infused its Bing search engine with its AI chatbot, \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-copilot-formerly-bing-chat-heres-everything-you-need-to-know\u002F" target="_blank"\u003ECopilot\u003C\u002Fa\u003E, and the tech company has seen its Bing daily active users increase significantly, with \u003Ca href="https:\u002F\u002Fwww.windowscentral.com\u002Fsoftware-apps\u002Fbing\u002Fwith-the-help-of-ai-and-copilot-microsoft-bing-has-seen-an-increase-of-over-40m-daily-active-users-compared-to-the-previous-year" target="_blank"\u003Eover 40 million new users\u003C\u002Fa\u003E&nbsp;during the past year. In my testing, Copilot has proven itself to be an extremely competitive chatbot, with features that make it a more attractive option than ChatGPT.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-microsoft-copilot-vs-gemini-which-is-the-best-ai-chatbot\u002F"\u003EChatGPT vs. Microsoft Copilot vs. Gemini: Which is the best AI chatbot?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EMicrosoft collaborated with OpenAI when developing Copilot, and, as a result, the chatbot uses \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F" target="_blank"\u003EGPT-4\u003C\u002Fa\u003E, OpenAI's very capable LLM. With the integration of Copilot in Bing, users experience high-quality responses when they search for anything through the box at the top of the search page results. The best part of Microsoft's execution, which places it over Google's, is that the AI insights aren't overwhelming and limited to one box off to the side, as seen in the picture below.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EThis approach means you can easily expand the results to see more AI-enabled insights. However, if you want to ignore the output and scroll through the normal search results, the AI insights are confined to a small portion of your desktop screen that you can ignore. If you aren't entirely sure if you want to commit to an AI search engine, Bing is a great option.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EMicrosoft Bing features:\u003C\u002Fstrong\u003E&nbsp;Free | GPT-4&nbsp;\u003C\u002Fp\u003E\" data-hed=\"Microsoft Bing\" data-superlative=\"Best integration of AI into an existing search engine\" data-imagegroup=\"{"alt":"Microsoft Bing","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Sabrina Ortiz\u002FZDNET","imageData":{"id":"fd4f9e25-5cbc-434d-b965-f2e5e78b4f04","title":"Microsoft Bing","filename":"img-2929-1.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F16\u002Ffd4f9e25-5cbc-434d-b965-f2e5e78b4f04\u002Fimg-2929-1.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":1343038,"width":4032,"height":2268,"dateCreated":{"date":"2024-05-16 02:03:00","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-05-16 02:03:15","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Microsoft","alt":"Microsoft Bing","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"fd4f9e25-5cbc-434d-b965-f2e5e78b4f04","imageAltText":"Microsoft Bing","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Sabrina Ortiz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"img-2929-1.jpg","imageDateCreated":"2024\u002F05\u002F16","imageWidth":4032,"imageHeight":2268,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Sabrina Ortiz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Bing","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.bing.com\u002Fsearch","url":""}]\" data-usepricing=\"true\" data-like=\"~Minimal ~GPT-4 ~Copilot\" data-dislike=\"~Bing search engine ~Automatically there\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"73301516-d51a-466d-a0af-7fdebe18aa4f\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Bing AI search engine\" data-image-filename=\"screenshot-2024-05-10-at-10-21-14am.png\" data-image-date-created=\"2024\u002F05\u002F10\" data-image-width=\"3452\" data-image-height=\"1730\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"fbcf7c40-812b-49b2-b8f7-1337da4ec796\" data-edition=\"us\" data-description=\"\u003Cp\u003EIf you are a loyal Google user and curious about how AI can improve the search experience, then Google might be your best option. Last year, Google introduced its Search Generative Experience (SGE), which was only accessible via Search Labs and gave users AI-generated insights at the top of their search results. However, at Google I\u002FO, the company announced it was bringing those AI overviews to all users in the U.S.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-googles-new-ai-tool-turns-research-papers-into-audio-conversations-try-it-free\u002F"\u003EGoogle's new AI tool transforms dense research papers into accessible conversations - try it free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis means that when you type a search query into Google that could be optimized by AI overviews (which isn't every entry), Google will automatically show you the AI insights. Since the AI insights are not as compact as Bing's and take up the top of the screen, pushing organic search results down may not be an approach that works for everyone.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EGoogle features:\u003C\u002Fstrong\u003E&nbsp;Free | New Gemini model customized for Google Search\u003C\u002Fp\u003E\" data-hed=\"Google\" data-superlative=\"Best AI search engine for Google users\" data-imagegroup=\"{"alt":"Get AI Overviews on more searches","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Sabrina Ortiz\u002FZDNET","imageData":{"id":"36531728-3f9f-4522-b53a-e8931a712101","title":"Get AI Overviews on more searches","filename":"img-2930-1.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F16\u002F36531728-3f9f-4522-b53a-e8931a712101\u002Fimg-2930-1.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":1677222,"width":3622,"height":2037,"dateCreated":{"date":"2024-05-16 02:06:40","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-05-16 02:07:25","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Sabrina Ortiz\u002FZDNET","alt":"Get AI Overviews on more searches","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"36531728-3f9f-4522-b53a-e8931a712101","imageAltText":"Get AI Overviews on more searches","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Sabrina Ortiz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"img-2930-1.jpg","imageDateCreated":"2024\u002F05\u002F16","imageWidth":3622,"imageHeight":2037,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Sabrina Ortiz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Google","offerPrice":"99","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.google.com\u002F","url":""}]\" data-usepricing=\"true\" data-like=\"~Google ~Opt-in ~Shopping help\" data-dislike=\"~Too much space ~Not Gemini\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"704cdcd0-21fe-4c82-bbfd-68eed3c20e69\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Google SGE\" data-image-filename=\"screen-shot-2024-05-10-at-10-31-56-am.png\" data-image-date-created=\"2024\u002F05\u002F10\" data-image-width=\"2880\" data-image-height=\"1404\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"49f53d39-1f54-40fc-9b80-19ea978fa6e3\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe look and feel of You.com are similar to any other AI chatbot, with the major difference being the tool is connected to the internet to act as a search engine.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EYou can enter any question or topic you'd like to learn more about and receive real-time web results, plus a conversational response. However, the output displayed does not resemble a regular search engine, so if you like to see results as a list of websites, like traditional search results, this tool may not be the best option.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyoupro-lets-me-access-every-popular-premium-ai-chatbot-for-20month-but-theres-a-catch\u002F"\u003EYouPro lets me access every popular premium AI chatbot for $20\u002Fmonth - but there's a catch\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EInstead, You.com displays a conversational response with added footnotes that users can click on to verify the source and visit the website. The tool will also add images when relevant that elevate the answers over those from a traditional AI chatbot like ChatGPT, as seen in the image at the top of the article. You.com also includes a "People also ask" section underneath its response and a "private mode", similar to Google's incognito mode.\u003C\u002Fp\u003E\u003Cp\u003EOne of the biggest standout features is that you can toggle between the most popular AI models on the market using the Custom Model Selector, including GPT-4 Turbo, Anthropic's Claude, and more.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EYou.com features\u003C\u002Fstrong\u003E\u003Cstrong\u003E:\u003C\u002Fstrong\u003E&nbsp;Free | Option for subscription | You.com proprietary LLM in the free version\u003C\u002Fp\u003E\" data-hed=\"You.com\" data-superlative=\"Best AI search engine with LLM variety\" data-imagegroup=\"{"alt":"You.com","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Sabrina Ortiz\u002FZDNET","imageData":{"id":"697b6431-63df-40d5-89e5-d4b261f2c246","title":"You.com","filename":"img-2932.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F16\u002F697b6431-63df-40d5-89e5-d4b261f2c246\u002Fimg-2932.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":1302569,"width":4032,"height":2268,"dateCreated":{"date":"2024-05-16 02:17:26","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-05-16 02:17:41","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Sabrina Ortiz\u002FZDNET","alt":"You.com","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"697b6431-63df-40d5-89e5-d4b261f2c246","imageAltText":"You.com","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Sabrina Ortiz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"img-2932.jpg","imageDateCreated":"2024\u002F05\u002F16","imageWidth":4032,"imageHeight":2268,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Sabrina Ortiz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"&source=ZDNET&aff_sub=subid_value","offerMerchant":"You","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fyou.com\u002F","url":"&source=ZDNET&aff_sub=subid_value"}]\" data-usepricing=\"true\" data-like=\"~Simple ~Chatbot interface ~\" data-dislike=\"~Less of a search engine\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b7f6d37b-e2e0-4fca-9c49-a0ca35d8074e\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"You.com search results\" data-image-filename=\"screenshot-2024-05-10-at-11-26-37am.png\" data-image-date-created=\"2024\u002F05\u002F10\" data-image-width=\"3438\" data-image-height=\"1718\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"78c885fe-2858-4700-80df-904a0a8908f7\" data-edition=\"us\" data-description=\"\u003Cp\u003EBrave Search's appeal as a search engine comes from the increased privacy and security it offers users while browsing online. Some of Brave's standout features include blocking trackers and ads on websites, which also helps improve device battery life and browsing speeds. Recently, Brave added an "Answer with AI" feature that infuses generative AI into the search engine, offering an experience nearly identical to those in the tools above while keeping the security features users enjoy.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbrave-search-engine-adds-privacy-focused-ai-no-google-or-bing-needed\u002F"\u003EBrave search engine adds privacy-focused AI - no Google or Bing needed\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EYou can download the Brave browser to your computer for the full experience. However, you can also use Brave Search in any browser by visiting its&nbsp;\u003Ca href="https:\u002F\u002Fsearch.brave.com\u002F" target="_blank"\u003Esite\u003C\u002Fa\u003E. Using Brave Search is intuitive, as all you have to do is enter a search query. Similarly to Google and Microsoft's search engine, you will get AI-generated insights at the top of the search results, as seen in the photo below.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EEven though Brave Search doesn't include footnotes in its answers, the tool does include "context" underneath the answer with links to relevant content, which can be useful for verifying the source. Another feature that sets Brave Search apart is that the company says the answers generated are based on Brave's independent search index, unlike many competitors that rely on Google's or Bing's search engines.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EBrave Search features\u003C\u002Fstrong\u003E\u003Cstrong\u003E:\u003C\u002Fstrong\u003E&nbsp;Free |&nbsp;Brave's independent search index\u003C\u002Fp\u003E\" data-hed=\"Brave Search\" data-superlative=\"Best AI search engine for privacy\" data-imagegroup=\"{"alt":"Brave search engine","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Sabrina Ortiz\u002FZDNET","imageData":{"id":"99f37f30-1744-4193-bcfe-c54246e805f9","title":"Brave search engine","filename":"img-2933.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F16\u002F99f37f30-1744-4193-bcfe-c54246e805f9\u002Fimg-2933.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":1454533,"width":3828,"height":2153,"dateCreated":{"date":"2024-05-16 02:19:20","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-05-16 02:19:37","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Sabrina Ortiz\u002FZDNET","alt":"Brave search engine","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"99f37f30-1744-4193-bcfe-c54246e805f9","imageAltText":"Brave search engine","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Sabrina Ortiz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"img-2933.jpg","imageDateCreated":"2024\u002F05\u002F16","imageWidth":3828,"imageHeight":2153,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Sabrina Ortiz\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Brave Search","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fsearch.brave.com\u002F","url":""}]\" data-usepricing=\"true\" data-like=\"~Increased privacy ~Context ~Can be an official browser\" data-dislike=\"~No footnotes ~Not Google's engine\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"69f9cf3c-c203-4183-a828-f1ef6311444b\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Brave AI search results\" data-image-filename=\"screenshot-2024-05-10-at-11-29-16am.png\" data-image-date-created=\"2024\u002F05\u002F10\" data-image-width=\"3442\" data-image-height=\"1734\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8e068ed3-abb4-472a-a2c2-1ca8604bcf1d\" data-edition=\"us\" data-description=\"\u003Ctable style="border-width: initial; border-style: none;"\u003E\u003Ctbody\u003E\u003Ctr style="height:71.25pt"\u003E\u003Ctd style="border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003E\u003Cstrong\u003EAI Search Engine\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003E\u003Cstrong\u003EPrice\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003E\u003Cstrong\u003ELarge Language Model (LLM) for free version\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr style="height:71.25pt"\u003E\u003Ctd style="border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EPerplexity AI&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EFree, premium&nbsp; subscription available&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EProprietary&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr style="height:71.25pt"\u003E\u003Ctd style="border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EChatGPT Search\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EChatGPT Plus subscription; $20 per month&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EGPT-4o\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr style="height:29.25pt"\u003E\u003Ctd style="border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EMicrosoft Bing\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EFree\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EOpenAI's GPT-4\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr style="height:71.25pt"\u003E\u003Ctd style="border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EGoogle Search Generative Experience (SGE)&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EFree, opt into Search Labs\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EAdvanced version of MUM and PaLM2\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr style="height:71.25pt"\u003E\u003Ctd style="border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EYou.com\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EFree, premium&nbsp; subscription available&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EProprietary\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr style="height:29.25pt"\u003E\u003Ctd style="border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EBrave Search\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); border-right-width: 0.75pt; border-right-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EFree\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd style="border-left-width: 0.75pt; border-left-color: rgb(241, 240, 243); vertical-align: top; padding: 4pt 15pt; overflow: hidden; overflow-wrap: break-word;"\u003E\u003Cp\u003EProprietary&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\" data-hed=\"What is the best AI search engine?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"65474b26-90c2-4eee-bda5-a005bcbe6f10\" data-edition=\"us\" data-description=\"\u003Cp\u003EI picked Perplexity AI as the best AI search engine overall because it has features most users can benefit from. However, you can choose from many AI search engines that might be better suited to your specific needs.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EFor example, if you are a loyal Google user, Google's Search Generative Experience might be your best option. You can see the full breakdown below.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003C\u002Fp\u003E\u003Ctable\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EChoose this AI search engine...\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EIf you need...\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EPerplexity AI&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EAn AI search engine that combines the best of AI chatbots and search engines.&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EChatGPT Search&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EAn AI search engine that infuses the web into ChatGPT.&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EMicrosoft Bing\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EAn AI search engine that integrates AI without it being too overwhelming.\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EGoogle Search Generative Experience (SGE)&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EAn AI search engine that builds on the Google interface.\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EYou.com\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EAn AI search engine that is also home to the leading LLMs.&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EBrave Search\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EAn AI search engine that prioritizes AI security and privacy.&nbsp;\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\" data-hed=\"Which is the right best AI search engine for you?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"023f67f2-1e4e-4603-921c-efe3f9fdd0e9\" data-edition=\"us\" data-description=\"\u003Cp\u003EI tested every AI search engine that made the list across factors critical to users. Some of the factors I considered included:&nbsp;\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EPrice\u003C\u002Fli\u003E\u003Cli\u003EQuality of the AI-enabled insights\u003C\u002Fli\u003E\u003Cli\u003EUser interface\u003C\u002Fli\u003E\u003Cli\u003ELLM\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"How did I choose the best AI search engines?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"e338db83-da68-4ce6-9398-b4683b088f84\" data-edition=\"us\" data-description=\"\u003Cp\u003EAn AI search engine has built-in generative AI that gives users AI insights in its search results. For example, all of the examples of AI search engines above include an AI-generated, summarized response to the user's search query.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"What is an AI search engine?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"d19732e9-2115-46ee-bd0c-8d50d410ef31\" data-edition=\"us\" data-description=\"\u003Cp\u003EAn AI chatbot is an application that uses generative AI to process a user's input and provide a conversational response. An AI search engine produces similar output but is also connected to the internet.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"What is the difference between an AI search engine and an AI chatbot?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"cdb4d865-c9ed-437a-969c-f41b27684f88\" data-edition=\"us\" data-description=\"\u003Cp\u003EAll of the AI search engines above are free to use. However, there are premium subscription upgrades of some of the AI search engines listed above if you want to take advantage of more advanced LLMs.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"Do AI search engines cost money?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-07 08:51:00",timezone:"UTC",updated:c,published:c},description:"Artificial intelligence can optimize your search experience, and getting started is both free and easy.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"67c04076-b212-45b2-9a68-667cdcd233cc",image:{id:"f58b7eb3-e416-4cf7-a75f-ec3f2f5c0348",filename:"img-9946.jpg",dateCreated:{created:c,date:"2024-03-14 19:05:33",timezone:"UTC",updated:c,published:c},alt:"Perplexity AI",credits:"Sabrina Ortiz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F14\u002Ff58b7eb3-e416-4cf7-a75f-ec3f2f5c0348\u002Fimg-9946.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2812,height:1582,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"best-list",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"best-ai-search-engine",startYear:c,summary:b,title:"The best AI search engines of 2024: Google, Perplexity, and more",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"294e47d5-10d6-11e4-9732-00505685119a",username:"Ed Bott",profileUrl:c,email:c,firstName:"Ed",lastName:"Bott",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"e98b0a76-a96a-4fbb-be02-00807405874e",filename:"ed-bott.jpg",dateCreated:{created:c,date:"2022-08-05 15:06:03",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fe98b0a76-a96a-4fbb-be02-00807405874e\u002Fed-bott.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Ed Bott is an award-winning technology writer with more than three decades' experience writing for mainstream media outlets and online publications. He has served as editor of the U.S. edition of PC Computing and managing editor of PC World; both publications had monthly paid circulation in excess of 1 million during his tenure. He is the author of more than 25 books, including Windows 10 Inside Out (now in its 4th edition) and Windows 11 Inside Out (2023).",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"7718b7e0-28a8-45c8-9738-d8b45dad2e12\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Ed Bott\u002FZDNET\" data-image-alt-text=\"Microsoft Surface Pro 11\" data-image-filename=\"1000020801.jpg\" data-image-date-created=\"2024\u002F06\u002F26\" data-image-crop=\"4000x2478+0+295\" data-image-width=\"4000\" data-image-height=\"3000\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003EZDNET's key takeaways\u003C\u002Fh3\u003E\u003Cul\u003E\u003Cli\u003EThe \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"1dad56fe-0e02-4a41-847b-5a1ffced8dc5\" data-raw-url=\"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fmicrosoft-surface-pro-copilot-pc-13-snapdragon-x-plus-16gb-memory-512gb-ssd-device-only-11th-edition-black\u002F6582844.p\" data-link-shortcode-text=\"13-inch Microsoft Surface Pro\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E with 16GB of RAM and a 512GB SSD is on sale now for $899 -- $300 off the regular price.\u003C\u002Fli\u003E\u003Cli\u003EIt features exceptional battery life, with Qualcomm's Snapdragon X processor lasting roughly twice as long as Intel CPUs. Heat doesn't appear to be an issue, even when under demanding loads.\u003C\u002Fli\u003E\u003Cli\u003EMost mainstream business software written for Intel-based Windows PCs should run just fine, but apps such as VPNs and older hardware devices that require custom drivers might not run properly.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Chr\u003E\u003Cp\u003EThe Windows PC industry has fallen into a rut over the past decade. Microsoft and its OEM partners routinely ship a crop of new devices each year, mostly based on incremental speed bumps to Intel CPUs. If you buy this year's model, you get slightly better battery life and a modest increase in performance over last year's crop. Yawn.\u003C\u002Fp\u003E\u003Cp\u003EThat predictable pattern is why the just-released \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fevery-copilot-pc-microsoft-just-announced-to-take-on-apples-m3-macbooks\u002F\" target=\"_blank\"\u003ECopilot+ PCs\u003C\u002Fa\u003E have so much potential. Yes, they run on Windows 11, but at their core is a new engine: Qualcomm's ARM-based Snapdragon X processor.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-ultimate-windows-11-upgrade-guide-everything-you-need-to-know\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EThe ultimate Windows 11 upgrade guide: Everything you need to know\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EMy \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"0f6febaf-14ff-4d76-8f1a-6cb08d2faaad\" data-raw-url=\"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fmicrosoft-surface-pro-copilot-pc-13-snapdragon-x-plus-16gb-memory-512gb-ssd-device-only-11th-edition-black\u002F6582844.p\" data-link-shortcode-text=\"Surface Pro\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E (I know its official name is \"Surface Pro, 11th Edition,\" but let's keep it simple, OK?) arrived last week. I deliberately \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-just-ordered-the-cheapest-surface-pro-option-why-i-probably-wont-regret-it\u002F\"\u003Eordered the least expensive configuration\u003C\u002Fa\u003E and had no idea what to expect. Yes, it \u003Cem\u003Eshould\u003C\u002Fem\u003E get better battery life than an Intel-based alternative, and all the preliminary benchmarks suggested it would deliver impressive performance, but seeing is believing.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"b3a67f9e-48cc-4b80-a524-206015a43a9b\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe company's first Copilot+ PC delivers snappy performance, great battery life, and handy AI features.\u003C\u002Fp\u003E\" data-hed=\"Microsoft Surface Pro (11th Gen)\" data-imagegroup=\"{"alt":"Microsoft Surface Pro 11","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Kyle Kucharski\u002FZDNET","imageData":{"id":"fed796d6-c54d-4501-9f7e-9186dd4a334e","title":"Microsoft Surface Pro 11","filename":"img-5862.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F06\u002F26\u002Ffed796d6-c54d-4501-9f7e-9186dd4a334e\u002Fimg-5862.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":838407,"width":4032,"height":2268,"dateCreated":{"date":"2024-06-26 15:24:33","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-06-26 15:24:46","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Kyle Kucharski\u002FZDNET","alt":"Microsoft Surface Pro 11","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"fed796d6-c54d-4501-9f7e-9186dd4a334e","imageAltText":"Microsoft Surface Pro 11","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Kyle Kucharski\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"img-5862.jpg","imageDateCreated":"2024\u002F06\u002F26","imageWidth":4032,"imageHeight":2268,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Kyle Kucharski\u002FZDNET\" data-linktext=\"ZDNET RECOMMENDS\" data-linkurl=\"Design: Mini Listicle\" data-techobjectinfo=\"{"uuid":"1b3fec56-b8d6-4c33-922c-d5e103d8285f","slug":"microsoft-surface-pro-copilot-plus-pc-13-snapdragon-x-plus-16gb-memory-256gb-ssd-device-only-11th-edition-platinum-zhx00001","name":"Microsoft - Surface Pro – Copilot+ PC – 13” – Snapdragon X Plus – 16GB Memory – 256GB SSD – Device Only (11th Edition) - Platinum","productType":"PRODUCT","updateType":"EZMONEY","mod":1726691268856,"displayDate":"Wed Sep 18 2024 16:27:48 GMT-0400 (Eastern Daylight Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Best Buy","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fmicrosoft-surface-pro-copilot-pc-13-snapdragon-x-plus-16gb-memory-512gb-ssd-device-only-11th-edition-black\u002F6582844.p","url":""}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAfter one full week, I can say, without qualification, that this machine absolutely rocks.\u003C\u002Fp\u003E\u003Cp\u003EMy original plan was to use the new Surface Pro as a secondary mobile device while keeping my Dell Precision workstation on the desktop for my everyday activities. I am now using the new Surface Pro as my daily driver.\u003C\u002Fp\u003E\u003Cp\u003EHow did this happen? Let's dive in.\u003C\u002Fp\u003E\u003Ch2\u003EThe experience is familiar\u003C\u002Fh2\u003E\u003Cp\u003EThis laptop is a radical shift in the Windows ecosystem, but it doesn't feel all that different from its predecessors. In fact, it's almost indistinguishable from the Intel-powered Surface Pro 9 that's sitting on my desk alongside it. The slim bezels around the displays of the two devices are nearly the same dimensions. The new device, at 1.9 pounds, is the same weight as the Surface Pro 9 and is a few ounces heavier than the Surface Pro X, although that's not something you really notice until you have to lug it through an airport as you rush to make a connection. The Type Cover from the older Surface Pro clicked into place on the Surface Pro 11, exactly as expected.\u003C\u002Fp\u003E\u003Cp\u003EAnd as for the software, well … It's Windows 11, which looks and acts the same on an ARM-based PC as it does on an Intel-powered device.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fone-of-the-best-ultraportable-work-laptops-ive-tested-isnt-made-by-dell-or-lenovo\u002F\" target=\"_blank\"\u003EOne of the best ultraportable work laptops I've tested isn't made by Dell or Lenovo\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe big difference is that this next-gen device is extremely cool and quiet. After a three-hour Zoom call the other day, the chassis was barely warm; on an Intel-based machine, it would have been uncomfortably hot. There's a fan inside the Surface Pro 11, but I have yet to hear it run, even under the most demanding conditions. It's also extremely responsive, with none of the hesitation I occasionally noticed on the Surface Pro X. If you've used an M2-equipped MacBook Air, the feeling will be familiar.\u003C\u002Fp\u003E\u003Cp\u003EOf course, this new device also embodies everything you like and\u002For dislike about the Surface Pro design. If you're expecting a radical shift that will suddenly make the kickstand comfortable in your lap, I'm sorry to report you will be disappointed. If, however, you're comfortable with that design, you'll find this iteration completely familiar.\u003C\u002Fp\u003E\u003Ch2\u003EBattery life is a huge win\u003C\u002Fh2\u003E\u003Cp\u003EIf the ARM architecture has a killer feature, it's battery life. The Surface Pro X delivered the goods on that score, but it did so at a cost to performance. This generation, on the other hand, ups the battery life impressively and does so without any compromise in speed or responsiveness.\u003C\u002Fp\u003E\u003Cp\u003EIt's still a bit too early to make definitive pronouncements about how long this Surface Pro will allow me to work before I begin to look for a place to plug in. The first week with a new device is never typical, as it involves a lot of downloading, installing, configuring, and futzing that presumably won't be a regular thing.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcant-quit-windows-10-microsoft-will-charge-for-updates-next-year-heres-how-much\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003ECan't quit Windows 10? Microsoft will charge for updates next year. Here's how much\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EStill, these actual usage numbers, from a report generated by the Windows \u003Cstrong\u003EPowercfg \u002Fbatteryreport \u003C\u002Fstrong\u003Ecommand, speak for themselves.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"14d47f2b-632f-4a74-82e0-f544e903ab2c\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EIn real-world usage, the Surface Pro 11 battery lasts twice as long as an equivalent Intel-based model\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Ed Bott\u002FZDNET\" data-image-alt-text=\"surface-pro-11-battery-report\" data-image-filename=\"surface-pro-11-battery-report.jpg\" data-image-date-created=\"2024\u002F06\u002F26\" data-image-width=\"935\" data-image-height=\"697\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAt an average of more than 10 hours of actual, observed battery life, this Surface Pro is able to run for well over twice as long as my Intel-based Surface Pro 9. That's also at least as long as the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fm2-macbook-air-zdnets-product-of-the-year\u002F\" target=\"_blank\"\u003EM2 MacBook Air\u003C\u002Fa\u003E in my office.\u003C\u002Fp\u003E\u003Ch2\u003ECompatibility is good but not perfect\u003C\u002Fh2\u003E\u003Cp\u003EFor these Snapdragon X PCs, battery life is an unqualified success, but the compatibility story is more mixed.\u003C\u002Fp\u003E\u003Cp\u003EMicrosoft has been developing Windows on Arm for more than a decade, and it's remarkable how well most software just works on an ARM-based PC. If you do most of your work in a web browser and in Microsoft Office, you might never notice a difference. There are still some rough edges, however, and you can expect some compatibility headaches, especially when using older hardware or apps that require low-level system drivers.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbuy-a-microsoft-office-pro-and-windows-11-pro-bundle-for-50-the-lowest-price-weve-seen\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EUpgrade to Microsoft Office Pro and Windows 11 Pro for 87% off\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EOn this PC, every preinstalled Microsoft app is, naturally, compiled to run as native Arm64 code. That includes the Edge browser, the complete collection of Microsoft 365 apps, and every imaginable Windows utility, from PowerShell to Registry Editor to Calculator. Even the semi-official PowerToys collection installs in Arm64 mode. I installed a wide selection of Progressive Web Apps that run in the Arm64 Edge environment, and they all worked just fine.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0784c346-ef5e-4bda-8b88-31cbb9f9a326\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Kyle Kucharski\u002FZDNET\" data-image-alt-text=\"Microsoft Surface Pro 11\" data-image-filename=\"img-5864.jpg\" data-image-date-created=\"2024\u002F06\u002F26\" data-image-width=\"4032\" data-image-height=\"2268\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EMainstream x86 apps written for Intel-based machines mostly install without any issues in the Windows on Arm emulation layer, and there was no obvious performance hit for the apps I tried, including my go-to screen capture utility, SnagIt.\u003C\u002Fp\u003E\u003Cp\u003EMany third-party developers have gone to the trouble of recompiling their apps for Arm64, and if you can find them, they're the preferred option. You might have to do some digging. The default download for the VLC Media Player, for example, is a 64-bit x86 version, but \u003Ca href=\"https:\u002F\u002Fartifacts.videolan.org\u002Fvlc\u002Fnightly-win64-arm-llvm\u002F\"\u003Enightly builds\u003C\u002Fa\u003E compiled for Arm64 machines are available. Likewise, the normal download options for 1Password will get you the x86 release, which is problem-free, but there's a \u003Ca href=\"https:\u002F\u002F1password.community\u002Fdiscussion\u002F145886\u002F1password-for-windows-on-arm-preview\"\u003Epreview of the Arm64 version\u003C\u002Fa\u003E if you know where to look.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-cracks-down-on-windows-11-upgrades-for-incompatible-pcs-but-theres-a-workaround\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EMicrosoft cracks down on Windows 11 upgrades for 'incompatible' PCs, but there's a workaround\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EI'm not sure what to make of Adobe, \u003Ca href=\"https:\u002F\u002Fx.com\u002FAdobe\u002Fstatus\u002F1792624481233474048\"\u003Ewhich tweeted\u003C\u002Fa\u003E earlier this year that it's \"excited to announce that your favorite Adobe apps are coming to Copilot+ PCs.\" What does that even mean? Photoshop has been available in an Arm64 version for three years, albeit with significant limitations, but I can't find a native ARM version of Acrobat. Maybe Adobe just means that the x86 versions are certified to run in emulation mode? Who knows.\u003C\u002Fp\u003E\u003Cp\u003EThen there's Google, which \u003Ca href=\"https:\u002F\u002Fblog.google\u002Fproducts\u002Fchrome\u002Fdownload-google-chrome-windows-pc-arm\u002F\"\u003Efinally released an Arm64-native version of Chrome\u003C\u002Fa\u003E back in April. Hooray! Unfortunately, you will not find any version of the Google Drive for Desktop sync client that works on a Copilot+ PC. If you try to install the x86 version, you get this unfriendly error message:\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"dcddf945-b53b-450d-a05a-ae69853e6273\" data-size=\"medium\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ENo amount of fussing with compatibility settings will get the Google Drive desktop client to install on an ARM-based PC.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Ed Bott\u002FZDNET\" data-image-alt-text=\"google-drive-doesnt-install-on-arm\" data-image-filename=\"google-drive-doesnt-install-on-arm.jpg\" data-image-date-created=\"2024\u002F06\u002F26\" data-image-width=\"269\" data-image-height=\"133\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ESo, if you're a confirmed Google Drive user, and you want your cloud-based storage to integrate with File Explorer, you'll need to stick with Intel-based machines for now. Or, maybe switch to OneDrive.\u003C\u002Fp\u003E\u003Cp\u003EThe stickiest compatibility problems arise when you try to install an app that requires custom drivers for low-level access to networking and the file system. Most commercial \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-vpn\u002F\" target=\"_blank\"\u003EVPNs\u003C\u002Fa\u003E, including Proton VPN and ExpressVPN, will refuse to run on Windows on Arm for that reason; try \u003Ca href=\"https:\u002F\u002Fdownload.wireguard.com\u002Fwindows-client\u002F\"\u003EWireguard\u003C\u002Fa\u003E or \u003Ca href=\"https:\u002F\u002Fwww.sparklabs.com\u002Fviscosity\u002Fdownload\u002F\"\u003EViscosity\u003C\u002Fa\u003E instead. If you insist on running a third-party \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-antivirus\u002F\" target=\"_blank\"\u003Eantivirus app\u003C\u002Fa\u003E (you probably don't need one, anyway), you'll likely be frustrated.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-windows-laptop\u002F\"\u003EThe best Windows laptops you can buy: Expert tested\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EI had no hardware problems to speak of. My 10-year-old Logitech C930 webcam just worked. So did my trusty Brother laser printer and \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"eab22da3-ce9b-4170-8769-f97d08f6aec2\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FFujitsu-ScanSnap-Versatile-Enabled-Document\u002Fdp\u002FB08PH5Q51P\u002F\" data-link-shortcode-text=\"ScanSnap x1600 scanner\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E. I connected the Surface Pro 11 to a \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c29de774-e4e5-4939-a2ef-6e80bb47a8b8\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FStarTech-com-Thunderbolt-Delivery-Monitor-TB4CDOCK\u002Fdp\u002FB09N56SXYV\u002F\" data-link-shortcode-text=\"StarTech Thunderbolt 4\u002FUSB4 docking station\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E and everything worked exactly as it should have.\u003C\u002Fp\u003E\u003Cp\u003EYour mileage may vary, of course, especially if you have exotic hardware like video capture cards and ancient multifunction printers that require custom driver packs and won't work with the in-box Windows drivers. Thankfully, I have none of those.\u003C\u002Fp\u003E\u003Ch2\u003EThe AI story is incomplete\u003C\u002Fh2\u003E\u003Cp\u003EEvery PC in the Copilot+ line includes a powerful neural processing unit designed to accelerate AI-based activities. Because I didn't spring for Microsoft's pricey new \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"37b63c03-ca4e-40ee-af3a-1c19385ef4e6\" data-raw-url=\"https:\u002F\u002Fwww.microsoft.com\u002Fen-us\u002Fd\u002Fsurface-pro-flex-keyboard-with-slim-pen\u002F93fzrmtgj6jw\" data-link-shortcode-text=\"Flex Keyboard\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E and stuck with my old Type Cover, I didn't get a dedicated Copilot key. Instead, I had to run the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-is-turning-windows-copilot-into-a-regular-app-and-heres-why-youll-like-it\u002F\" target=\"_blank\"\u003ECopilot app\u003C\u002Fa\u003E, which works exactly like it does on any other Windows 11 PC. If it was chatting faster, I didn't notice.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-windows-laptop-i-recommend-to-most-people-undercuts-the-macbook-air-and-its-300-off\u002F\"\u003EThe Windows laptop I recommend to most people undercuts the MacBook Air (and it's $300 off)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs you probably already know, what was supposed to be the marquee feature of these new PCs, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fafter-brutal-critiques-microsoft-recall-will-get-these-major-privacy-and-security-changes\u002F\" target=\"_blank\"\u003ERecall\u003C\u002Fa\u003E, was pulled at the last minute over security concerns and will be available as a Windows Insider Preview feature later this year.\u003C\u002Fp\u003E\u003Cp\u003ESome of the app-based AI features were more useful. The front-facing camera on the Surface Pro 11 is one of the best I've ever seen in a laptop, and the AI-powered studio effects (which are accessible from the Quick Settings menu on the taskbar) include some useful options like automatic framing and eye tracking. The neural processing unit helps make background blur options look more natural than on a conventional camera.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"77e2ce9f-3745-4d05-bc85-d9643d65115a\" data-size=\"medium\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThese AI studio effects are accessible from the taskbar&nbsp;\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Ed Bott\u002FZDNET\" data-image-alt-text=\"surface-pro-11-studio-effects\" data-image-filename=\"surface-pro-11-studio-effects.jpg\" data-image-date-created=\"2024\u002F06\u002F26\" data-image-width=\"371\" data-image-height=\"655\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe Paint and Photos apps are also loaded with AI-based features for creating and editing images. The options to remove background distractions and use blur effects to simulate portrait mode were useful; the styling options, which transform a photo into an alternate style (Impressionist, Anime, and so on) feel gimmicky.\u003C\u002Fp\u003E\u003Cp\u003EThe real question is whether those features are powerful enough to make you switch from your current image-processing tool to one of Microsoft's built-in options. History says that's a pretty big ask.\u003C\u002Fp\u003E\u003Cp\u003EEven if you avoid the AI features completely, though, there's more than enough power in this \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-laptops-under-500\u002F\" target=\"_blank\"\u003Ebudget PC\u003C\u002Fa\u003E. Plus, as long as your apps and hardware requirements aren't exotic, you'll appreciate its cool, quiet operation.\u003C\u002Fp\u003E\u003Ch2\u003EHow we test laptops\u003C\u002Fh2\u003E\u003Cp\u003EWe use a combination of methods to test laptops here at ZDNET. First, we acquire data from benchmarking software to analyze a system's metrics under the hood, and compare those to advertised numbers. Then, we spend an extended amount of time with the laptop (usually a week or two) using it the same way a normal consumer would, in order to analyze its portability, form factor, and how well the battery \u003Cem\u003Eactually\u003C\u002Fem\u003E holds up, among others. For an extensive breakdown, check out our comprehensive \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-we-test-laptops\u002F\"\u003Elaptop testing methodology\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EBenchmarking:\u003C\u002Fstrong\u003E We run a series of tests to put the computer's hardware through the wringer in order to see what it's capable of. \u003Ca href=\"https:\u002F\u002Fwww.maxon.net\u002Fen\u002Fdownloads\u002Fcinebench-2024-downloads\" target=\"_blank\"\u003ECinebench\u003C\u002Fa\u003E is one of the most commonly-used hardware testing suites, which tests the laptop's rendering performance on single and multiple CPU cores. \u003Ca href=\"https:\u002F\u002Fbenchmarks.ul.com\u002Fpcmark10\" target=\"_blank\"\u003EPCMark 10\u003C\u002Fa\u003E is another powerful program that covers a wide variety of tasks performed in the workplace.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EProcessor:\u003C\u002Fstrong\u003E The \"brain\" of the laptop, and one of the most important factors that determines performance. This is tested in benchmarking software.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EThe display:\u003C\u002Fstrong\u003E Brightness is measured in \"nits,\" and color spectrums are tested in benchmarking software.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EThe graphics processor (GPU):\u003C\u002Fstrong\u003E We test the GPU with a combination of benchmarking software, gaming, and media playback. \u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp\u003E\u003Cstrong\u003EPhysical form factor: \u003C\u002Fstrong\u003EWe carry the laptop around for at least a week and note how well it commutes.\u003C\u002Fp\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EBattery testing:\u003C\u002Fstrong\u003E We test a unit's battery in a few ways. A handful of benchmarking programs have their own battery testing components, but we also will just let the laptop run for as long as it can under a medium load. \u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EThe human element: \u003C\u002Fstrong\u003E As we mentioned earlier, metrics and system data is important, but numbers alone don't give you the full picture. This is where we weave in our personal experience with the device and tap into the practical use cases that consumers actually care about. \u003Cbr\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EUltimately, our goal is to break down the capabilities of each and every laptop we test into digestible terms that real people can find useful.  \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"47b1617b-799d-4263-9878-ccc4bc00d4b9\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F47b1617b-799d-4263-9878-ccc4bc00d4b9\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-18 18:12:00",timezone:"UTC",updated:c,published:c},description:"The Snapdragon-powered Surface Pro has a handful of new features, but delivers the same, great experience. Right now, the 13-inch version is $300 off ahead of Black Friday.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"60781692-5b97-47f5-8421-c8f67541ab25",image:{id:"7718b7e0-28a8-45c8-9738-d8b45dad2e12",filename:"1000020801.jpg",dateCreated:{created:c,date:"2024-06-26 15:19:58",timezone:"UTC",updated:c,published:c},alt:"surface-pro-11-battery-report",credits:"Scr3enshot by Ed Bott\u002FZDNET",caption:"\u003Cp\u003EThose actual battery usage numbers are easily twice as long as an equivalent Intel-based model\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F06\u002F26\u002F7718b7e0-28a8-45c8-9738-d8b45dad2e12\u002F1000020801.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:4000,height:3000,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"product-promo",hubTopicPathString:"Tech^Computing^Laptops",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"i-tested-the-cheapest-surface-pro-11-model-here-are-my-3-main-takeaways-as-a-windows-expert",startYear:c,summary:b,title:"I tested the cheapest Surface Pro 11 model: 3 main takeaways as a Windows expert",topic:{id:"10a72f10-ec91-11e3-95d2-02911863765e",slug:"laptops",name:"Laptops",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"10a72f10-ec91-11e3-95d2-02911863765e",slug:"laptops",name:"Laptops",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10c1d40e-ec91-11e3-95d2-02911863765e",slug:"microsoft",name:"Microsoft",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"110769e8-ec91-11e3-95d2-02911863765e",slug:"pcs",name:"PCs",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"41040cf0-0abb-4cd0-aad1-1cb0e38b334c",slug:"windows-11",name:"Windows 11",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"ba6a777c-310f-4a83-bc2b-76573a83919f\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Jason Hiner\u002FZDNET & Maria Diaz\u002FZDNET\" data-image-alt-text=\"iPhone 16 Pro vs. iPhone 14 Pro\" data-image-filename=\"iphone-16prov-14-pro.jpg\" data-image-date-created=\"2024\u002F09\u002F09\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EApple held its \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Feverything-apple-announced-at-its-glowtime-event-ai-features-airpods-apple-watch-series-10-more\u002F#link={\" target=\"_blank\"\u003Eannual iPhone event\u003C\u002Fa\u003E back in late September and debuted the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fevery-iphone-16-model-compared-which-new-iphone-should-you-buy\u002F#link={\" target=\"_blank\"\u003EiPhone 16 line\u003C\u002Fa\u003E. Much of the presentation was dedicated to showing off all of the artificial intelligence (AI) features coming to the smartphone. While the future AI upgrade was certainly impressive, is the iPhone 16 enough of an upgrade to warrant a new $1,000+ payment?\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhy-im-recommending-the-standard-iphone-16-over-the-pro-this-year-and-im-not-alone\u002F\"\u003EWhy I'm recommending the standard iPhone 16 over the Pro this year (and I'm not alone)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs an iPhone 14 Pro Max user, I'm not convinced that the new AI-enabled \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"07407f4e-d9ed-4291-8c07-f1ffd7aefdc3\" data-raw-url=\"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-iphone\u002Fiphone-16-pro\" data-link-shortcode-text=\"iPhone 16 Pro\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E is worth the upgrade. However, the USB-C charging, the action button, or new camera features may make the upgrade worthwhile. If you're trying to decide, read on to learn why you should upgrade or why it may be worth holding off until the iPhone 17.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"chart\" data-type=\"GeekboxChart\" data-chart=\"{"chart":[["\u003Cstrong\u003EFeatures\u003C\u002Fstrong\u003E","\u003Cstrong\u003EiPhone 16 Pro\u003C\u002Fstrong\u003E","\u003Cstrong\u003EiPhone 14 Pro\u003C\u002Fstrong\u003E"],["\u003Cstrong\u003EStarting price\u003C\u002Fstrong\u003E","\u003Cspan data-shortcode=\\"commercelinkshortcode\\" data-id=\\"87389d01-6403-4744-bc9f-65f8b79f22e4\\" data-raw-url=\\"https:\u002F\u002Fwww.apple.com\u002Fus-edu\u002Fshop\u002Fbuy-iphone\u002Fiphone-16-pro\\" data-link-shortcode-text=\\"$999\\" data-use-monetization=\\"true\\" data-edition=\\"us\\"\u003E\u003C\u002Fspan\u003E","\u003Cspan data-shortcode=\\"commercelinkshortcode\\" data-id=\\"52bb836f-faae-4d02-bab5-02a349b4d6bd\\" data-raw-url=\\"https:\u002F\u002Fwww.amazon.com\u002FApple-iPhone-128GB-Deep-Purple\u002Fdp\u002FB0BN92X6XK\\" data-link-shortcode-text=\\"$500 unlocked\\" data-use-monetization=\\"true\\" data-edition=\\"us\\"\u003E\u003C\u002Fspan\u003E"],["\u003Cstrong\u003EDisplay\u003C\u002Fstrong\u003E","6.3-in Super Retina XDR OLED","6.1-in Super Retina XDR OLED"],["\u003Cstrong\u003EWeight\u003C\u002Fstrong\u003E","199 g (7 oz)","206 g (7.3 oz)"],["\u003Cstrong\u003EProcessor\u003C\u002Fstrong\u003E","Apple A18 Pro","Apple A16"],["\u003Cstrong\u003ERAM\u003C\u002Fstrong\u003E","8 GB","6GB"],["\u003Cstrong\u003EStorage\u003C\u002Fstrong\u003E","128GB, 256GB, 512GB, 1TB","128GB, 256GB, 512GB, 1TB"],["\u003Cstrong\u003EBattery\u003C\u002Fstrong\u003E","3,355 mAh","3,200 mAh"],["\u003Cstrong\u003ECamera\u003C\u002Fstrong\u003E","48MP Wide | 12MP Tele | 48MP UW | 12MP Selfie","48MP Wide | 12MP Tele | 12MP UW | 12MP Selfie"]],"chartName":"Specifications","headingRows":""}\"\u003E\u003C\u002Fdiv\u003E\u003Chr\u003E\u003Ch2\u003EYou should buy the iPhone 16 Pro if…\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"ec70a5ae-af79-4723-afe4-0ad1797bcb49\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"iPhone 16 Pro in Desert Titanium\" data-image-filename=\"0eca20aa-5569-4fd9-a519-0f9ac53e1110-1-201-a.jpg\" data-image-date-created=\"2024\u002F11\u002F13\" data-image-width=\"6000\" data-image-height=\"4000\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E1. You want Apple Intelligence\u003C\u002Fh3\u003E\u003Cp\u003EApple's artificial intelligence ecosystem, aptly named Apple Intelligence, is currently available on the iPhone 16 lineup and iPhone 15 Pro models, but it will not be coming to the iPhone 14 Pro. Although the iPhone 14 Pro supports iOS 18, it lacks the hardware to run the latest Apple Intelligence features. If you'd like to stay up-to-date with the latest AI features or already use other AI tools in your day-to-day life, the iPhone 16 Pro is likely a worthy upgrade.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fios-18-1-with-apple-intelligence-is-here-try-these-5-ai-features-first\u002F\"\u003EiOS 18.1 with Apple Intelligence is here. Try these 5 AI features first\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ETo run smoothly, the Apple Intelligence features require an A17 chip or newer and at least 8GB of RAM, but the iPhone 14 Pro has the A16 chip and only 6GB of RAM. The iPhone 16 Pro features an A18 Pro chip and 8GB of RAM, making it a good device to run Apple's AI features. \u003C\u002Fp\u003E\u003Ch3\u003E2. You'd like to get your hands on the bigger screen\u003C\u002Fh3\u003E\u003Cp\u003EApple has thinned out the iPhone 16 Pro's bezels to the bare minimum and stretched the Pro models' displays to 6.3 and 6.9 inches for the 16 Pro and 16 Pro Max, respectively. This gives users more screen real estate to watch videos, play games, view and edit documents, and read shared screens on video conferences.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fiphone-16-pro-vs-iphone-15-pro\u002F\"\u003EiPhone 16 Pro vs. iPhone 15 Pro: Consider these 5 reasons before upgrading\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe larger smartphone also means that the iPhone 16 Pro has a larger battery than the 14 Pro, at 3,355 mAh compared to 3,200 mAh. But even without the welcome battery upgrade, the new Pro models support faster charging than ever. The iPhone 16 Pro supports 40W wired charging and 20W of MagSafe charging, so if you find the iPhone 14 Pro's charging slow, it could be time to upgrade.\u003C\u002Fp\u003E\u003Ch3\u003E3. You love taking beautiful photos\u003C\u002Fh3\u003E\u003Cp\u003EThe iPhone 16 Pro features some of the best camera enhancements, including the improved ultrawide camera. The UW camera moved to align with a larger, improved Sony sensor, so it's going from a measly 12MP to 48MP. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwe-tested-the-iphone-16-pro-camera-system-and-its-highly-underrated\u002F\"\u003EWe tested the iPhone 16 Pro camera system, and it's highly underrated - with one tragic flaw\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you love taking photos with your smartphone, the camera upgrades alone may be enough to upgrade to an iPhone 16 Pro. The optical zoom is now 5x, an upgrade from the iPhone 14 Pro's 3x zoom. The iPhone 16 Pro will also feature Apple's new capture button, which lets you control the camera with gestures, like moving your finger and tapping the touch-enabled button. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"f051660b-53de-4cf4-b99e-e504749ebf7f\" data-edition=\"us\" data-hed=\"Buy the iPhone 16 Pro\" data-imagegroup=\"{"alt":"","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"ba8176fe-ab96-4ce9-abc0-52161bbd9793","filename":"iphone16-pro-max-at-apple-store.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F09\u002F22\u002Fba8176fe-ab96-4ce9-abc0-52161bbd9793\u002Fiphone16-pro-max-at-apple-store.jpg","dateCreated":{"date":"2024-09-22 14:29:06","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"ba8176fe-ab96-4ce9-abc0-52161bbd9793","imageFilename":"iphone16-pro-max-at-apple-store.jpg","imageDateCreated":"2024\u002F09\u002F22"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-iphone\u002Fiphone-16-pro\" data-offermerchant=\"Apple\" data-monetizedurl=\"https:\u002F\u002Fapple.sjv.io\u002Fc\u002F159047\u002F435031\u002F7613?&sharedid=zdnet&partnerpropertyid=1980086&u=https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-iphone\u002Fiphone-16-pro&subId1=subid_value\" data-techobjectinfo=\"{}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EYou should buy (or keep) the iPhone 14 Pro if…\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f58ad2d4-9d9a-4806-a084-2b45b4b53f47\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"June Wan\u002FZDNET\" data-image-alt-text=\"iPhone 14 Pro showing ZDNET homepage against a yellow, red, and blue background\" data-image-filename=\"iphone-14-pro-lockscreen-2.jpg\" data-image-date-created=\"2022\u002F09\u002F22\" data-image-width=\"6000\" data-image-height=\"3376\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E1. You'd rather wait for bigger upgrades\u003C\u002Fh3\u003E\u003Cp\u003EEven with the Apple Intelligence features, the iPhone 16 seems to be an incremental design change rather than a revamp. The design and functionality aren't a radical departure from the iPhone 14 Pro. If you're content with the look, feel, and performance of your iPhone 14, getting the iPhone 16 Pro likely won't feel like a huge upgrade, especially since many of the AI features will come months after you get the device.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fiphone-15-pro-vs-iphone-14-pro\u002F\"\u003EiPhone 15 Pro vs. iPhone 14 Pro: Which is the smarter budget choice?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002F9to5mac.com\u002F2024\u002F07\u002F12\u002Fiphone-16-new-features-worth-the-wait\u002F\" target=\"_blank\"\u003ERumors\u003C\u002Fa\u003E suggest the iPhone 17 may feature more dramatic design and functionality updates, making it a worthwhile jump. Besides, upgrading after two generations can be costly, which brings me to my next point. \u003C\u002Fp\u003E\u003Ch3\u003E2. You just finished paying it off\u003C\u002Fh3\u003E\u003Cp\u003EOne of the biggest reasons to hold off on an upgrade is financial. The iPhone 14 Pro started at $900 at launch, which isn't pocket change. Most buyers choose a 12-, 18-, or 24-month financing option through a carrier or Apple on a new iPhone. If you're one of them and just finished paying off your iPhone 14 Pro and feel like you're not financially ready to commit to another payment plan, it may be worth passing on the new iPhone 16 Pro.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fiphone-16-pro-max-buying-advice-2024\u002F\"\u003EWe've used every iPhone 16 model and here's our best buying advice for 2024\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs an iPhone 14 Pro Max user, I'm still pretty happy with how my iPhone performs, its battery life, and charging time. While USB-C charging would be convenient, I don't see myself springing for the new iPhone 16 Pro, though I may go for the iPhone 17 when it's launched.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"ac7e55bb-77cc-48bf-94b8-05ebb958f4d8\" data-edition=\"us\" data-hed=\"iPhone 14 Pro (Pre-owned)\" data-imagegroup=\"{"alt":"iphone-14-pro-red-background","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"June Wan\u002FZDNET","imageData":{"id":"f2ab8e2c-de23-4ea0-8cb2-7f9ffb2d3c7f","filename":"iphone-14-pro-red-background.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F09\u002F22\u002Ff2ab8e2c-de23-4ea0-8cb2-7f9ffb2d3c7f\u002Fiphone-14-pro-red-background.jpg","dateCreated":{"date":"2022-09-22 21:22:20","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"f2ab8e2c-de23-4ea0-8cb2-7f9ffb2d3c7f","imageFilename":"iphone-14-pro-red-background.jpg","imageDateCreated":"2022\u002F09\u002F22"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"June Wan\u002FZDNET\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002FApple-iPhone-14-Pro-128GB\u002Fdp\u002FB0BN95FRW9?th=1\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002FApple-iPhone-14-Pro-128GB\u002Fdp\u002FB0BN95FRW9?th=1&tag=zdnet-buy-button-20\" data-techobjectinfo=\"{"uuid":"d2f188d2-52ea-4e80-87c3-a53cc5976ea2","slug":"apple-iphone-14-pro-128gb-space-black-unlocked-renewed","name":"Apple iPhone 14 Pro, 128GB, Space Black - Unlocked (Renewed)","productType":"SERIES","updateType":"EZMONEY","mod":1726233585270,"displayDate":"Fri Sep 13 2024 09:19:45 GMT-0400 (Eastern Daylight Time)"}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EAlternatives to consider\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"aeae6bd5-33b6-4c0a-8629-d692581fd36f\" data-edition=\"us\" data-description=\"\u003Cp\u003EWhile the iPhone 15 Pro is a year old, it also supports&nbsp;Apple Intelligence and starts at $684 unlocked.\u003C\u002Fp\u003E\" data-hed=\"iPhone 15 Pro\" data-imagegroup=\"{"alt":"iPhone 15 Pro rear","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Prakhar Khanna\u002FZDNET","imageData":{"id":"5d6ca44c-691b-45da-a20c-e9ea693c9ce6","title":"Apple iPhone 15 Pro (in Blue Titanium) camera lenses","filename":"dsc01721-enhanced-nr.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F10\u002F10\u002F5d6ca44c-691b-45da-a20c-e9ea693c9ce6\u002Fdsc01721-enhanced-nr.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":503485,"width":2048,"height":1366,"dateCreated":{"date":"2023-10-10 20:51:04","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-10-10 20:52:02","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Jason Hiner\u002FZDNET","alt":"Apple iPhone 15 Pro (in Blue Titanium) camera lenses","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"5d6ca44c-691b-45da-a20c-e9ea693c9ce6","imageAltText":"iPhone 15 Pro rear","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Prakhar Khanna\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"dsc01721-enhanced-nr.jpg","imageDateCreated":"2023\u002F10\u002F10","imageWidth":2048,"imageHeight":1366,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Prakhar Khanna\u002FZDNET\" data-linktext=\"BEST iPHONE ALTERNATIVE\" data-linkurl=\"Design: Mini Listicle\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Fapple-iphone-15-pro-128gb-natural-titanium-verizon%2F6525473.p%3FskuId%3D6525473&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=subid_value","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FApple-iPhone-15-Pro-Titanium\u002Fdp\u002FB0CMZG4M6H?","url":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Fapple-iphone-15-pro-128gb-natural-titanium-verizon%2F6525473.p%3FskuId%3D6525473&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=subid_value"}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"bfbc735c-6617-4203-ae64-8c486a36ef3a\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe Samsung Galaxy S24 Ultra is a flagship, 'Pro-level' smartphone that runs on Android.\u003C\u002Fp\u003E\" data-hed=\"Samsung Galaxy S24 Ultra\" data-imagegroup=\"{"alt":"Samsung Galaxy S24 Ultra with Circle to Search","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Jason Hiner\u002FZDNET","imageData":{"id":"734ddb8f-a030-4972-ac27-0491ff7e1609","title":"Samsung Galaxy S24 Ultra with Circle to Search","filename":"galaxy-s24-circle-search.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F02\u002F02\u002F734ddb8f-a030-4972-ac27-0491ff7e1609\u002Fgalaxy-s24-circle-search.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":537770,"width":2048,"height":1365,"dateCreated":{"date":"2024-02-02 04:41:41","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-02-02 04:42:14","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Jason Hiner\u002FZDNET","alt":"Samsung Galaxy S24 Ultra with Circle to Search","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"734ddb8f-a030-4972-ac27-0491ff7e1609","imageAltText":"Samsung Galaxy S24 Ultra with Circle to Search","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Jason Hiner\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"galaxy-s24-circle-search.jpg","imageDateCreated":"2024\u002F02\u002F02","imageWidth":2048,"imageHeight":1365,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Jason Hiner\u002FZDNET\" data-linktext=\"BEST ANDROID ALTERNATIVE\" data-linkurl=\"Design: Mini Listicle\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Best Buy","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fsamsung-galaxy-s24-ultra-256gb-unlocked-titanium-gray\u002F6570299.p?skuId=6570299","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-20 14:39:00",timezone:"UTC",updated:c,published:c},description:"Apple's latest iPhone 16 Pro sees major improvements, but do they warrant upgrading from the two-year-old iPhone 14 Pro? We'll help you decide.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"5fad7cbb-a956-4a0e-ac83-3d156add6417",image:{id:"d145de25-db41-4985-bb77-e65e4e7e7201",filename:"ip16v14.jpg",dateCreated:{created:c,date:"2024-09-13 13:27:52",timezone:"UTC",updated:c,published:c},alt:"iPhone 16 Pro vs. iPhone 14 Pro",credits:"Jason Hiner\u002FKerry Wan\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F09\u002F13\u002Fd145de25-db41-4985-bb77-e65e4e7e7201\u002Fip16v14.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"review-multi",hubTopicPathString:"Tech^Smartphones^iPhone",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"iphone-16-pro-vs-iphone-14-pro-should-you-upgrade-to-the-latest-model",startYear:c,summary:b,title:"iPhone 16 Pro vs. iPhone 14 Pro: Should you upgrade to the latest model?",topic:{id:"1093d9cb-ec91-11e3-95d2-02911863765e",slug:"iphone",name:"iPhone",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"1093d9cb-ec91-11e3-95d2-02911863765e",slug:"iphone",name:"iPhone",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fbd54d0-ec91-11e3-95d2-02911863765e",slug:"apple",name:"Apple",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"ad35bfd1-6bd1-4815-8bd6-f43193d3d32f",username:"me51",profileUrl:c,email:c,firstName:"Greg",lastName:"Nichols",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d29f72d1-47ad-41d7-8bc0-135ec58db813",filename:"greg-nichols.jpg",dateCreated:{created:c,date:"2022-08-05 15:23:04",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd29f72d1-47ad-41d7-8bc0-135ec58db813\u002Fgreg-nichols.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Greg Nichols covers robotics, AI, and AR\u002FVR for ZDNET. A full-time journalist and author, he writes about tech, travel, crime, and the economy for global media outlets and reports from across the U.S., South America, and Asia. He's a co-founder of Truly*Adventurous, a digital media platform that produces original tales of true adventure, and an award-winning author.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"802615f5-2a75-4fe6-9565-16a2bf5c20fd\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Locomation\" data-image-alt-text=\"locomation.jpg\" data-image-filename=\"locomation.jpg\" data-image-date-created=\"2021\u002F11\u002F30\" data-image-width=\"1280\" data-image-height=\"720\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ECan autonomous vehicles lower the carbon footprint of the transportation and shipping sector? According to a new environmental impact evaluation, the answer seems to be an emphatic yes in certain cases.\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Flocomation.ai\" target=\"_blank\"\u003ELocomation\u003C\u002Fa\u003E, the developer of autonomous trucking technology solutions, is trumpeting the findings of \u003Ca href=\"https:\u002F\u002Flocomation.ai\u002Fwp-content\u002Fuploads\u002F2021\u002F11\u002FLocomation-CIA-report-shareable-11-15-2021.pdf\" target=\"_blank\"\u003Ean independent environmental impact evaluation\u003C\u002Fa\u003E that found its Autonomous Relay Convoy (ARC) system will dramatically reduce the Greenhouse Gas (GHG) footprint, fuel consumption, and operating costs of transporting goods by truck. That's potentially an important selling point as the urgency to clean up the environmental impact of the booming logistics sector rises. Freight, in particular, is a larger emitter of particulate matter (PM), nitrogen oxides (NOx), and volatile organic compounds (VOCs). \u003Ca href=\"https:\u002F\u002Fwww.epa.gov\u002Fsmartway\u002Fwhy-freight-matters-supply-chain-sustainability\" target=\"_blank\"\u003EAccording to the EPA\u003C\u002Fa\u003E, the transportation sector is responsible for:\u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cul\u003E\u003Cli\u003EOver 50% of NOx total emissions inventory in the U.S.\u003C\u002Fli\u003E\u003Cli\u003EOver 30% of VOCs emissions in the U.S.\u003C\u002Fli\u003E\u003Cli\u003EOver 20% of PM emissions in the U.S.  \u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EAutonomous freight potentially makes a big impact through carefully structured driving efficiencies in which routes, speed, and deviations can be carefully controlled. However, we're still a ways from seeing fully autonomous trucks in regular freight use on American roads.\u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cstrong\u003ESee also: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ffollow-the-leader-a-shortcut-to-autonomous-trucking\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EFollow-the-leader: A shortcut to autonomous trucking\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003ELocomation's solution, however, has a much lower adoption threshold. The efficiency of its system comes via a strategy of convoying multiple trucks that are electronically tethered to follow the leader, which a human drives.\u003C\u002Fp\u003E\u003Cp\u003E\"This report confirms that Locomation's ARC system means dramatic efficiency gains,  saving fuel and eliminating idling and empty miles, and can help carriers and shippers dramatically reduce their Scope 1 and Scope 3 Greenhouse Gas emissions,\" explains Dr. Çetin Meriçli, Locomation's CEO and co-founder. \"We are proud to be the first company to verify its green claims with an independent, third-party, science-based review, and we invite anyone making claims around environmental impact or fuel consumption to do the same. \"\u003C\u002Fp\u003E\u003Cp\u003EThe Human-Guided Autonomy solution enables one driver to operate the lead truck while a second driver rests in the follower truck, which is operating autonomously. In a drill that calls to mind a high school relay, the trucks change places to allow each driver to take turns leading and resting in compliance with U.S. Department of Transportation Hours-of-Service regulations. This scheme enables carriers to safely operate two trucks for 20-22 hours per day, delivering double the cargo, faster, and twice the distance.\u003C\u002Fp\u003E\u003Cp\u003EThere's an obvious efficiency advantage here, but less obvious is the large emissions reduction. The recent report, conducted by Boundless Impact Research & Analytics, Inc, concluded that Locomation's technology would, in comparison to normal Class 8 freight transport, decrease Fuel Consumption 21% and lower photochemical ozone formation by 22%. The Boundless test used a methodology based on a standard model for the transportation of goods by a long-haul Class 8 truck carrying 1 ton of goods for 1 kilometer (km) on a highway.\u003C\u002Fp\u003E\u003Cp\u003E\"Our environmental impact assessment of Locomation's technology provided a science-based and independent critique and comparison of the environmental benefits of several trucking technologies,\" said Boundless Director of Research Bret Strogen. \"Locomation's autonomous trucking system would offer a significant environmental improvement over other common fuel reduction technologies such as Cooperative Adaptive Cruise Control and Idle Reduction Technology.\" \u003C\u002Fp\u003E\u003Cp\u003EThe cool thing here is that the technology is already compliant with existing transportation regulations. The company is fast moving toward claiming bragging rights as the first autonomous trucking technology company to routinely engage in commercial operations at scale in the United States with its ARC system starting in late 2022 with Wilson Logistics and following with PGT Trucking in 2023.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"27b1c99c-306c-4079-bbdd-e15f4018cf06\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F27b1c99c-306c-4079-bbdd-e15f4018cf06\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2021-12-01 12:00:02",timezone:"UTC",updated:c,published:c},description:"The first autonomous trucks are getting ready to take to the road. Here's what that means for the environment.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"1b1a4d8a-fbad-4ce4-82cb-6c777275654c",image:{id:"802615f5-2a75-4fe6-9565-16a2bf5c20fd",filename:"locomation.jpg",dateCreated:{created:c,date:"2021-11-30 14:37:10",timezone:"UTC",updated:c,published:c},alt:"locomation.jpg",credits:"Locomation",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2021\u002F11\u002F30\u002F802615f5-2a75-4fe6-9565-16a2bf5c20fd\u002Flocomation.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1280,height:720,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"product-promo",hubTopicPathString:"Innovation^AI & Robotics^Robotics",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"autonomous-trucks-cut-operating-costs-and-emissions",startYear:c,summary:b,title:"Autonomous trucks can drastically cut emissions (Here's how)",topic:{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10666ed8-ec91-11e3-95d2-02911863765e",slug:"hardware",name:"Hardware",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"10d0341c-ec91-11e3-95d2-02911863765e",slug:"mobility",name:"Mobility",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"54795830-f620-4b12-bd83-5740537be838",slug:"internet-of-things",name:"Internet of Things",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"83b60ecf-3b8f-49ad-9942-4ddf006a7365",slug:"smart-cities",name:"Smart Cities",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"f0aaf4c5-10d5-11e4-9732-00505685119a",username:"Wendy M Grossman",profileUrl:c,email:c,firstName:"Wendy M",lastName:"Grossman",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"a10ddab3-1175-11e4-9732-00505685119a",filename:"wendy-grossman.jpg",dateCreated:{created:c,date:"2014-02-11 09:06:07",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2014\u002F02\u002F11\u002Fa10ddab3-1175-11e4-9732-00505685119a\u002Fwendy-grossman.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Wendy M. Grossman is a journalist, blogger, and folksinger. Her writing has been published in several newspapers, magazines, and specialized publications. She is the recipient of the 2013 Enigma Award for information security reporting.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"f46f4fae-0571-4a74-9160-9824e934a63d\" data-size=\"medium\" data-float=\"left\" data-image-caption=\"\u003Cp\u003EThe New Breed: What Our History with Animals Reveals about Our Future with Robots • By Kate Darling • MacMillan Publishers • 336 pages • ISBN: 9781250296108 • $29.99 \u002F £20&nbsp; &nbsp;\u003C\u002Fp\u003E\" data-image-alt-text=\"the-new-breed-book-main.jpg\" data-image-target-url=\"https:\u002F\u002Fus.macmillan.com\u002Fbooks\u002F9781250296108\u002Fthenewbreed \" data-image-filename=\"the-new-breed-book-main.jpg\" data-image-date-created=\"2021\u002F11\u002F08\" data-image-width=\"398\" data-image-height=\"598\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWould you play fetch with your robot dog? And if so, why? My guess is that it's a thing you'd do while the robot pet was new, and then maybe to show your friends and your friends' kids, and then maybe a few times when you're bored. But otherwise, what's the benefit? A mechanical pet doesn't need exercise and can't respond emotionally to the attention. So playing fetch with it is purely for you. Fun while it's still a novelty, but after that…?  \u003C\u002Fp\u003E\u003Cp\u003EAs MIT robotics researcher \u003Ca href=\"http:\u002F\u002Fwww.katedarling.org\u002F\" target=\"_blank\"\u003EKate Darling\u003C\u002Fa\u003E shows in \u003Ca href=\"https:\u002F\u002Fus.macmillan.com\u002Fbooks\u002F9781250296108\u002Fthenewbreed\" target=\"_blank\"\u003E\u003Cem\u003EThe New Breed: What Our History with Animals Reveals about Our Future with Robots\u003C\u002Fem\u003E\u003C\u002Fa\u003E, this is not a trivial question. Robots don't have emotions, but we do, and experience has already shown that we can bond closely even with inanimate objects despite knowing they can't really return the attachment. As robots increasingly become part of our lives as devices, pets, assistants, and partners, how we adapt to their presence matters.  \u003C\u002Fp\u003E\u003Cp\u003EDarling isn't interested in the extreme questions that populate the media, but are really too speculative or far-off in comparison to the problems posed by the near-present. Worse, when we cast robots as taking our jobs, the resulting fear and resentment prevent us from considering the better option within our grasp: harnessing robots as partners, as we did with animals before.  \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cstrong\u003ESee also: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ffacebook-here-comes-the-ai-of-the-metaverse\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ffacebook-here-comes-the-ai-of-the-metaverse\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22Facebook:%20Here%20comes%20the%20AI%20of%20the%20Metaverse%22%7D\"\u003E\u003Cstrong\u003EFacebook: Here comes the AI of the Metaverse\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003EThink oxen and farmers, or humans and pack animals like camels and donkeys. Throughout the history of our interactions with animals, they have helped us do things we couldn't accomplish on our own -- and all without being judged on whether their intelligence matched our own. Making robots 'like us', Darling writes, is silly. We already have humans: instead, we should be thinking about how robots can complement us.\u003C\u002Fp\u003E\u003Ch2\u003E\u003Cstrong\u003EAnimal rights, and wrongs\u003C\u002Fstrong\u003E\u003C\u002Fh2\u003E\u003Cp\u003EIn between, Darling explores some of the stranger parts of our history with animals. In medieval Europe, animals were frequently \u003Ca href=\"https:\u002F\u002Fwww.atlasobscura.com\u002Farticles\u002Fthe-truth-and-myth-behind-animal-trials-of-the-middle-ages\" target=\"_blank\"\u003Etried in court\u003C\u002Fa\u003E for sins such as attacking children (pigs) or destroying crops (rats and insects, but especially weevils, which featured in one case that lasted 41 years). As late as 1916, in Tennessee, \u003Ca href=\"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FMary_(elephant)\" target=\"_blank\"\u003Ean elephant was tried for attacking her handler\u003C\u002Fa\u003E. Darling meticulously inserts trigger warnings on some of these chapters. She then goes on to consider our history of pets and companion animals, before moving on to consider robot rights in the light of the evolution of animal rights.  \u003C\u002Fp\u003E\u003Cp\u003EOver and over, Darling asks why we frame robots as replacements for human friends, carers or workers. We worry about the loneliness of older relatives alone in a room with a robot but don't blink when a care home acquires a couple of goats. Yet Darling reminds us that when pets became popular, psychologists fretted that human-animal relationships were unhealthy, too. That said, Darling recognises that robots, like other digital devices, are built by companies with their own agendas and that the potential for privacy invasion and manipulation is significantly different.\u003C\u002Fp\u003E\u003Cp\u003EMost importantly, Darling reminds us to ignore the inevitability narrative that governs so many discussions of technology. We have choices about how this goes.\u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cstrong\u003ERECENT AND RELATED CONTENT\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F3-ways-robots-won-in-2021\u002F\"\u003E\u003Cstrong\u003E3 ways robots won in 2021\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fits-time-for-the-machines-to-take-over\u002F\"\u003E\u003Cstrong\u003EIt's time for the machines to take over\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Frobots-to-clean-nyc-skyscrapers\u002F\"\u003E\u003Cstrong\u003ERobots to clean NYC skyscrapers\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Frobot-taxi-boats-take-to-the-water-in-amsterdam\u002F\"\u003E\u003Cstrong\u003ERobot taxi boats take to the water in Amsterdam\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-tech-toys-for-kids-robots-gifts\u002F\"\u003E\u003Cstrong\u003ERobots for kids: Best STEM kits and other tech gifts for hackers of all ages\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cstrong\u003ERead more book reviews:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fexponential-book-review\u002F\"\u003EExponential, book review: Technology acceleration and its impact on society\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftiktok-boom-book-review-the-rise-and-rise-of-youtubes-younger-hipper-competitor\u002F\"\u003ETikTok Boom, book review: The rise and rise of YouTube's younger, hipper competitor\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsocial-warming-book-review\u002F\"\u003ESocial Warming, book review: Temperature rising, regulation required\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-token-woman-book-review-how-to-handle-common-workplace-irritations\u002F\"\u003EThe Token Woman, book review: How to handle common workplace irritations\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmonster-book-review-technology-rules-our-lives-but-what-to-do-about-it\u002F\"\u003EMonster, book review: Technology rules our lives - but what to do about it?\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"27b1c99c-306c-4079-bbdd-e15f4018cf06\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F27b1c99c-306c-4079-bbdd-e15f4018cf06\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2021-11-08 11:56:00",timezone:"UTC",updated:c,published:c},description:"Rather than imitate humans, robots should complement them, much as domesticated animals do, argues MIT's Kate Darling.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"1bbb20d2-47ef-490b-bb5f-bc2f7b732c02",image:{id:"ead8e878-910a-48f9-9e74-eddcb3548db2",filename:"the-new-breed-book-thumb.jpg",dateCreated:{created:c,date:"2021-11-08 12:08:59",timezone:"UTC",updated:c,published:c},alt:"the-new-breed-book-main.jpg",credits:c,caption:"\u003Cp\u003Exxx\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2021\u002F11\u002F08\u002Fead8e878-910a-48f9-9e74-eddcb3548db2\u002Fthe-new-breed-book-thumb.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:770,height:578,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"review-single",hubTopicPathString:"Innovation^AI & Robotics^Robotics",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"the-new-breed-book-review-use-animals-not-humans-as-the-model-for-robots",startYear:c,summary:b,title:"The New Breed book review: Use animals, not humans, as the model for robots",topic:{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fb04832-ec91-11e3-95d2-02911863765e",slug:"after-hours",name:"After Hours",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"112a7545-ec91-11e3-95d2-02911863765e",slug:"reviews",name:"Reviews",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"97e448d5-eecb-4b4e-9e00-04cef3eaaaa4",username:"scondon1",profileUrl:c,email:c,firstName:"Stephanie",lastName:"Condon",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"bca73539-dbd2-46c5-8de4-f286b3d3e73b",filename:"stephanie-condon.jpg",dateCreated:{created:c,date:"2022-08-05 14:37:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fbca73539-dbd2-46c5-8de4-f286b3d3e73b\u002Fstephanie-condon.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Stephanie Condon is a staff writer for Red Ventures based in Portland, Oregon, covering business technology for ZDNET. She previously covered politics for CBSNews.com, as well as the intersection of technology and politics for CNET. Stephanie graduated with a B.A. in communication from Stanford University.",profile:c,title:"Senior Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EAmazon Web Services on Wednesday unveiled SageMaker Studio Lab, a free version of Amazon SageMaker -- the AWS service that helps customers build, train and deploy machine learning models. Designed for machine learning novices, users can try SageMaker Studio Lab without an AWS account, credit card or any cloud configuration knowledge. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"3f16c64e-2c04-4fc4-86c3-7ea52a98df40\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F3f16c64e-2c04-4fc4-86c3-7ea52a98df40\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EStudio Lab is currently available in public preview.\u003C\u002Fp\u003E\u003Cp\u003EThe service is based on open-source JupyterLab and provides free access to AWS compute resources. To begin, a user creates an account (separate from an AWS account) and selects whether they need a CPU or GPU instance for their project. The service offers 12 hours of CPU or four hours of GPU per user session, with an unlimited number of user sessions available. \u003C\u002Fp\u003E\u003Cp\u003EUsers get a minimum of 15 GB of persistent storage per project. When a session expires, Studio Lab will take a snapshot of the environment, so users can pick up right where they left off.\u003C\u002Fp\u003E\u003Cp\u003EAWS is using SageMaker Studio Lab to launch the AWS Disaster Response Hackathon, which aims to inspire ideas for using machine learning to tackle challenges related to natural disaster preparedness and response. The hackathon runs through February 7, 2022, and it's offering a total of $54,000 in prizes. AWS is also attempting to set the Guinness World Record for the \"largest machine learning competition.\"\u003C\u002Fp\u003E\u003Cp\u003EMeanwhile, AWS is also launching a new $10 million scholarship to help students pursue careers in machine learning and \u003Cspan data-shortcode=\"cmganchorsatellitelink\" data-link-text=\"AI\" data-id=\"38c687e5-cde6-4a71-8481-c40b4242d2ea\" data-uuid=\"38c687e5-cde6-4a71-8481-c40b4242d2ea\"\u003EAI\u003C\u002Fspan\u003E. The AWS Artificial Intelligence and Machine Learning Scholarship (AWS AI & ML Scholarship) program is designed to serve high school and college students who are underserved and underrepresented in the field. \u003C\u002Fp\u003E\u003Cp\u003EThe program uses AWS DeepRacer and the new AWS DeepRacer Student League to teach students foundational machine learning concepts. \u003C\u002Fp\u003E\u003Cp\u003EAs many as 2,000 qualifying students will win a scholarship for the AI Programming with Python Udacity Nanodegree program. Five hundred students who receive the highest scores in the first Udacity Nanodegree program will earn a second Udacity Nanodegree program scholarship on deep learning and machine learning engineering. These top 500 students will also have access to mentorship opportunities from tenured Amazon and Intel technology experts for career insights and advice. The program will also offer no-cost access to dozens of hours of free machine learning model training and educational materials.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"22caf612-36ca-44f4-9c2a-2f4266bb2067\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F22caf612-36ca-44f4-9c2a-2f4266bb2067\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2021-12-01 18:30:02",timezone:"UTC",updated:c,published:c},description:"At re:Invent, the cloud giant also announced a new $10 million AI & ML scholarship program for underrepresented and underserved students.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"2baa8943-0ef4-41a7-92ee-91f4802fc4d7",image:{id:"a7c78e2e-5a7d-4226-b169-0eaa2eee0b86",filename:"aws.jpg",dateCreated:{created:c,date:"2021-10-06 17:36:19",timezone:"UTC",updated:c,published:c},alt:"aws.jpg",credits:"By nikkimeel -- Shutterstock",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2021\u002F10\u002F06\u002Fa7c78e2e-5a7d-4226-b169-0eaa2eee0b86\u002Faws.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1600,height:1069,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"product-promo",hubTopicPathString:"Innovation^AI & Robotics",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"aws-rolls-out-sagemaker-studio-lab-a-free-ml-service-for-beginners",startYear:c,summary:b,title:"AWS rolls out SageMaker Studio Lab, a free ML service for beginners",topic:{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fb7a83c-ec91-11e3-95d2-02911863765e",slug:"amazon",name:"Amazon",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"101518dd-ec91-11e3-95d2-02911863765e",slug:"cloud",name:"Cloud",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"f0aaf4c5-10d5-11e4-9732-00505685119a",username:"Wendy M Grossman",profileUrl:c,email:c,firstName:"Wendy M",lastName:"Grossman",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"a10ddab3-1175-11e4-9732-00505685119a",filename:"wendy-grossman.jpg",dateCreated:{created:c,date:"2014-02-11 09:06:07",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2014\u002F02\u002F11\u002Fa10ddab3-1175-11e4-9732-00505685119a\u002Fwendy-grossman.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Wendy M. Grossman is a journalist, blogger, and folksinger. Her writing has been published in several newspapers, magazines, and specialized publications. She is the recipient of the 2013 Enigma Award for information security reporting.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"e9b93a46-659a-4596-9497-944b9778a275\" data-size=\"medium\" data-float=\"left\" data-image-caption=\"\u003Cp\u003EHuman-Centered AI • By Ben Shneiderman • Oxford University Press • 400 pages • ISBN: 978-0-19284529-0 • £20 \u002F $25&nbsp; &nbsp;\u003C\u002Fp\u003E\" data-image-alt-text=\"human-centred-ai-main.jpg\" data-image-target-url=\"https:\u002F\u002Fglobal.oup.com\u002Facademic\u002Fproduct\u002Fhuman-centered-ai-9780192845290?cc=gb&lang=en&#\" data-image-filename=\"human-centred-ai-main.jpg\" data-image-date-created=\"2022\u002F05\u002F17\" data-image-width=\"384\" data-image-height=\"570\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAbout 20 years ago, I sat next to University of Maryland professor \u003Ca href=\"https:\u002F\u002Fwww.cs.umd.edu\u002Fpeople\u002Fbshneide\" target=\"_blank\"\u003EBen Shneiderman\u003C\u002Fa\u003E at a conference dinner. We spent the time discussing twin software paradigms: in one, what we now call 'smart' software tried to guess our intentions, making its response annoyingly unpredictable; in the other, software with no adaptability did what it was told according to instructions that had to be precisely right. The hot future of the day was \u003Ca href=\"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FSoftware_agent\" target=\"_blank\"\u003Esoftware agents\u003C\u002Fa\u003E that would negotiate on our behalf to get better prices on airline tickets and find mutually agreeable slots in which to schedule meetings. As if.  \u003C\u002Fp\u003E\u003Cp\u003EAs Shneiderman writes in his new book, \u003Ca href=\"https:\u002F\u002Fglobal.oup.com\u002Facademic\u002Fproduct\u002Fhuman-centered-ai-9780192845290?cc=gb&lang=en&#\" target=\"_blank\"\u003E\u003Cem\u003EHuman-Centered AI\u003C\u002Fem\u003E\u003C\u002Fa\u003E, he's somewhat modified his stance in the intervening years, giving greater weight to ending the tedium of performing the same tasks over and over. However, he remains sceptical that AI will surpass or successfully imitate human intelligence -- scepticism that extends to new, highly contested applications such as \u003Ca href=\"https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FEmotion_recognition\" target=\"_blank\"\u003Eemotion detection\u003C\u002Fa\u003E.  \u003C\u002Fp\u003E\u003Cp\u003EWhat is important to Shneiderman, then and now, is designing computer systems so they put the user at the centre. Incorporating human factors into consumer software became a widespread industry concern in the 1990s, when user interfaces shifted from requiring arcane, precisely typed commands to directly manipulating the graphical icons everyone uses today.  \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"1becd2c3-089e-48d1-82ff-d562e43d4dd2\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F1becd2c3-089e-48d1-82ff-d562e43d4dd2\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EShneiderman argues that AI should be no exception, and that a focus on developing AI that helps people will dissolve much of the fear of lost jobs and machine control.   \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ESEE: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-the-metaverse-means-for-you-and-your-customers\u002F#link=%7B%22linkText%22:%22What%20the%20metaverse%20means%20for%20you%20and%20your%20customers%22,%22target%22:%22_blank%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-the-metaverse-means-for-you-and-your-customers\u002F%22,%22role%22:%22standard%22,%22absolute%22:%22%22%7D\"\u003E\u003Cstrong\u003EWhat the metaverse means for you and your customers\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs an example of the distinction he's making between more usual approaches to AI and the human-centred approach he favours, Shneiderman begins by comparing Roombas and digital cameras. Users have very little control over the Roomba, which is designed with a minimalist user interface -- that is, a couple of buttons -- and does the job of vacuuming carpets on its own without user input. Digital cameras, on the other hand, enable amateurs to be far better photographers while giving them many choices; its design allows users to explore.   \u003C\u002Fp\u003E\u003Cp\u003EWhile people love Roombas, the same 'rationalist' approach when embodied in the form of data-driven systems becomes limiting and frustrating, whereas the 'empiricist' approach empowers humans.  \u003C\u002Fp\u003E\u003Cp\u003EIn the bulk of the book, which grew out of 40 public lectures, Shneiderman works methodically through practical guides to three main sets of ideas. First, he lays out a framework to help developers, programmers, software engineers, and business manager think about AI design. Second, he discusses the value of the key AI research goals -- emulating human behaviour and developing useful applications. Finally, he discusses how to adapt existing practices of reliable software engineering, safety culture, and trustworthy independent oversight in order to implement ethical practices surrounding AI.  \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"6652a6f5-08ff-4c2c-829f-3ee3180b731d\" data-edition=\"us\" data-hed=\"Human-Centered AI\" data-imagegroup=\"{"alt":"","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"3ce7046c-3e1b-45d1-a965-0828af23988b","filename":"human-centred-ai-770x433.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F05\u002F17\u002F3ce7046c-3e1b-45d1-a965-0828af23988b\u002Fhuman-centred-ai-770x433.jpg","dateCreated":{"date":"2022-05-17 06:57:12","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"3ce7046c-3e1b-45d1-a965-0828af23988b","imageFilename":"human-centred-ai-770x433.jpg","imageDateCreated":"2022\u002F05\u002F17"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fglobal.oup.com\u002Facademic\u002Fproduct\u002Fhuman-centered-ai-9780192845290?cc=gb&lang=en&#\" data-offerprice=\"25\" data-offermerchant=\"Oxford University Press\" data-techobjectinfo=\"{}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI'm not sure people are still as worried about AI and robots taking their jobs as they are concerned that crucial decisions about their lives will be made by these machines -- what benefits they qualify for, whether their job or mortgage applications are seen by prospective employers and lenders, or what pay their work for a platform merits.   \u003C\u002Fp\u003E\u003Cp\u003EShneiderman discusses aspects of this, too, calling attention to efforts to incorporate human rights into the ethics of AI system design. Few books on AI discuss the importance to good design of applying the right sort of pressure to the corporate owners of AI systems to push them into social fairness. This one does. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ERECENT AND RELATED CONTENT \u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fdeepminds-gato-is-mediocre-so-why-did-they-build-it\u002F\"\u003E\u003Cstrong\u003EDeepMind's 'Gato' is mediocre, so why did they build it?\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-eu-ai-act-what-you-need-to-know\u002F\"\u003E\u003Cstrong\u003EThe EU AI Act: What you need to know\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-io-to-build-better-ai-google-invites-others-to-join-it-in-the-ai-test-kitchen\u002F\"\u003E\u003Cstrong\u003EGoogle I\u002FO: To build better AI, Google invites others to join its AI Test Kitchen\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fqualcomm-plunges-into-the-robotics-market\u002F\"\u003E\u003Cstrong\u003EQualcomm plunges into the robotics market with new platform\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fibm-ceo-ai-is-near-a-key-tipping-point-but-generalized-ai-is-still-decades-out\u002F\"\u003E\u003Cstrong\u003EIBM CEO: Artificial intelligence is nearing a key tipping point\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ERead more book reviews \u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ffour-internets-book-review\u002F\"\u003EFour Internets, book review: Possible internet futures, and how to reconcile them\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcogs-and-monsters-book-review-retooling-economics-for-a-digital-world\u002F\"\u003ECogs and Monsters, book review: Retooling economics for a digital world\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fa-biography-of-the-pixel-book-review\u002F\"\u003EA Biography of the Pixel, book review: The life and times of 'digital light'\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fdont-look-up-movie-review-smart-funny-and-depressing\u002F\"\u003EDon't Look Up, movie review: Smart, funny and depressing\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Ffinance\u002Fblockchain\u002Fkings-of-crypto-book-review-how-coinbase-helped-to-reshape-the-future-of-finance\u002F\"\u003EKings of Crypto, book review: How Coinbase helped to reshape the future of finance\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-05-17 07:45:00",timezone:"UTC",updated:c,published:c},description:"A focus on developing AI that helps people will dissolve much of the fear of lost jobs and machine control, argues Ben Shneiderman.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"18cf2175-1983-4c0a-9a47-9e08eb10910d",image:{id:"2021b207-a20a-4144-9149-ff61d5fe351f",filename:"human-centred-ai-thumb.jpg",dateCreated:{created:c,date:"2022-05-17 06:55:05",timezone:"UTC",updated:c,published:c},alt:"human-centred-ai-main.jpg",credits:"Image: Oxford University Press",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F05\u002F17\u002F2021b207-a20a-4144-9149-ff61d5fe351f\u002Fhuman-centred-ai-thumb.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:578,height:433,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"review-single",hubTopicPathString:"Innovation^AI & Robotics",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"human-centered-ai-book-review",startYear:c,summary:b,title:"Human-Centered AI, book review: A roadmap for people-first artificial intelligence",topic:{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"112a7545-ec91-11e3-95d2-02911863765e",slug:"reviews",name:"Reviews",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"f2d97ea2-8175-11e2-9d12-0018fe8a00b0",username:"Adrian Kingsley-Hughes",profileUrl:c,email:c,firstName:"Adrian",lastName:"Kingsley-Hughes",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"11c625de-cb18-4e3f-8614-5010553831f2",filename:"adrian-kingsley-hughes.jpg",dateCreated:{created:c,date:"2022-08-05 14:59:32",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002F11c625de-cb18-4e3f-8614-5010553831f2\u002Fadrian-kingsley-hughes.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Adrian Kingsley-Hughes is an internationally published technology author who has devoted over two decades to helping users get the most from technology -- whether that be by learning to program, building a PC from a pile of parts, or helping them get the most from their new MP3 player or digital camera. Adrian has authored\u002Fco-authored technical books on a variety of topics, ranging from programming to building and maintaining PCs. His most recent books include 'Build the Ultimate Custom PC', 'Beginning Programming' and 'The PC Doctor's Fix It Yourself Guide'. He has also written training manuals that have been used by a number of Fortune 500 companies.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EOver the past few years, drones have gone from niche and expensive to mainstream and affordable -- thanks, in part, to companies such as DJI. And along with the increase in popularity of drones, there's been a corresponding increase in the number of accessories you can buy for your drone. \u003C\u002Fp\u003E\u003Cp\u003EHaving spent a lot of time using and testing drone accessories, I'm here to tell you that most of them are pointless and unnecessary. \u003C\u002Fp\u003E\u003Cp\u003EEverything from mounts for GoPro cameras to floats that supposedly allow you to take off and land from water (yeah, right, your drone will get soaked from the spray) to parachutes. \u003C\u002Fp\u003E\u003Cp\u003EYou'll buy them, lug them around with you, and ultimately never use them (or, worse still, you'll use them once, and they'll result in drone damage). \u003C\u002Fp\u003E\u003Cp\u003EIn my experience, there are only three accessories that make a real difference for the drone pilot, whether recreational or commercial. These are the things that I use all the time and contribute to making my flying more enjoyable if I'm flying recreationally, or productive if I'm flying commercially. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"c14d6afc-c92e-4e63-917d-1298ac1983be\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou'd think that a big buzzing thing with lights on each corner and spinning props would be easy to see, but every drone I own turns into a hazy blur when in the sky. And those LEDs on the corners do little to help.\u003C\u002Fp\u003E\u003Cp\u003EThe solution -- attach a strobe to the top. \u003C\u002Fp\u003E\u003Cp\u003EThis helps you maintain VLOS (Visual Line Of Sight) with your drone, which is a requirement in many countries. It's also a handy safety feature because making something that has four spinning blades easier to see is never a bad thing.\u003C\u002Fp\u003E\u003Cp\u003EThere are a lot out there and I tend to use the \u003Ca href="https:\u002F\u002Fwww.amazon.com\u002FULANZI-DR-01-Anti-Collision-Lighting-Universal\u002Fdp\u002FB07YV6T8C7?tag=zdnet-deals-20"\u003EUlanzi DR-01\u003C\u002Fa\u003E strobe for larger drones such as the \u003Ca href="https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB08Z3DYBMC\u002Fref=twister_B092RYKBTR?tag=zdnet-deals-20"\u003EDJI Air 2S\u003C\u002Fa\u003E, and the smaller and lighter \u003Ca href="https:\u002F\u002Fwww.amazon.com\u002FCompatible-Inspire-Adjustable-Anti-Collision-Charging\u002Fdp\u002FB08H8M55MN?tag=zdnet-deals-20"\u003EUlanzi DR-02\u003C\u002Fa\u003E strobe for drones such as the \u003Ca href="https:\u002F\u002Fwww.amazon.com\u002FDJI-Mini-Fly-More-Combo\u002Fdp\u002FB08JGX61H7?tag=zdnet-deals-20"\u003EDJI Mini 2\u003C\u002Fa\u003E. In fact, my Mini 2 with the DR-02 attached comes in at a whisker under 249g, which is good news because going over that weight changes the regulations in many countries.  \u003C\u002Fp\u003E\" data-hed=\"Drone strobe\" data-superlative=\"Maintain VLOS\" data-imagegroup=\"{"alt":"Drone strobe","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"548cd195-37cf-4fb8-81c8-8802d9f08e15","title":"Drone strobe","filename":"2021-07-13-09-48-46.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2021\u002F07\u002F13\u002F548cd195-37cf-4fb8-81c8-8802d9f08e15\u002F2021-07-13-09-48-46.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":241599,"width":1600,"height":1065,"dateCreated":{"date":"2021-07-13 08:49:38","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2021-07-13 08:49:44","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"Drone strobe","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"548cd195-37cf-4fb8-81c8-8802d9f08e15","imageAltText":"Drone strobe","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"2021-07-13-09-48-46.jpg","imageDateCreated":"2021\u002F07\u002F13","imageWidth":1600,"imageHeight":1065,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FCompatible-Inspire-Adjustable-Anti-Collision-Charging\u002Fdp\u002FB08H8M55MN?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"19","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FCompatible-Inspire-Adjustable-Anti-Collision-Charging\u002Fdp\u002FB08H8M55MN","url":"https:\u002F\u002Fwww.amazon.com\u002FCompatible-Inspire-Adjustable-Anti-Collision-Charging\u002Fdp\u002FB08H8M55MN?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"ed269135-8191-4ce8-9786-187d16428357\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou're going to be flying your drone outdoors. Think about how tricky it can be to look at your phone when you're outdoors.\u003C\u002Fp\u003E\u003Cp\u003ENow imagine flying something worth hundreds of dollars, and you're relying on information from your screen to make decisions.\u003C\u002Fp\u003E\u003Cp\u003EIt took me ages of squinting at my iPhone to come to the conclusion that I'd benefit from a sunshade when flying. And since then, I've not looked back. Most are lightweight fold-flat assemblies that are held together with magnets, but even the cheapest does a good job.\u003C\u002Fp\u003E\u003Cp\u003EFor the newer DJI drones, I've been using the \u003Ca href="https:\u002F\u002Fwww.amazon.com\u002FSkyreat-4-7-6-7-Accessories-Compatible-Controller\u002Fdp\u002FB08R6WSDZ5?tag=zdnet-deals-20"\u003ESkyreat sunshade,\u003C\u002Fa\u003E and it works great. \u003C\u002Fp\u003E\" data-hed=\"Sunshade hood\" data-superlative=\"Look at your phone when outdoors\" data-imagegroup=\"{"alt":"Sunshade hood","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"4b64829a-8982-4ba9-80d5-b71d8e2a9bb9","title":"Sunshade hood","filename":"2021-07-13-09-51-23.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2021\u002F07\u002F13\u002F4b64829a-8982-4ba9-80d5-b71d8e2a9bb9\u002F2021-07-13-09-51-23.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":136326,"width":1600,"height":1065,"dateCreated":{"date":"2021-07-13 08:52:48","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2021-07-13 08:52:53","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"Sunshade hood","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"4b64829a-8982-4ba9-80d5-b71d8e2a9bb9","imageAltText":"Sunshade hood","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"2021-07-13-09-51-23.jpg","imageDateCreated":"2021\u002F07\u002F13","imageWidth":1600,"imageHeight":1065,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FSkyreat-4-7-6-7-Accessories-Compatible-Controller\u002Fdp\u002FB08R6WSDZ5?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"17.99","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FSkyreat-4-7-6-7-Accessories-Compatible-Controller\u002Fdp\u002FB08R6WSDZ5","url":"https:\u002F\u002Fwww.amazon.com\u002FSkyreat-4-7-6-7-Accessories-Compatible-Controller\u002Fdp\u002FB08R6WSDZ5?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"07bfcfdd-7358-427d-95ca-9bbb26c01de2\" data-edition=\"us\" data-description=\"\u003Cp\u003EI've seen people spend hundreds of dollars on drones and then kit them out with some cheap, nasty microSD card from a dollar store and wonder why their 4K video is corrupted.\u003C\u002Fp\u003E\u003Cp\u003EAfter years of testing in smartphones, cameras, and drones, I now only use \u003Ca href="https:\u002F\u002Fwww.amazon.com\u002FSanDisk-128GB-Extreme-microSD-Adapter\u002Fdp\u002FB07FCMKK5X?tag=zdnet-deals-20"\u003ESanDisk Extreme\u003C\u002Fa\u003E, \u003Ca href="https:\u002F\u002Fwww.amazon.com\u002FMICROSDXC-EXTREME-PLUS-64GB-A2\u002Fdp\u002FB07FCMWCVB?tag=zdnet-deals-20" target="_blank"\u003ESanDisk Extreme Plus\u003C\u002Fa\u003E, or \u003Ca href="https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB07G3H5RBT\u002Fref=twister_B07K73R778?tag=zdnet-deals-20"\u003ESanDisk Extreme Pro\u003C\u002Fa\u003E cards, in sizes no bigger than 128GB (that forces me to take the footage off the card!). They're cheap, reliable, and temperature proof, waterproof, and shockproof. \u003C\u002Fp\u003E\u003Cp\u003EI've never had a problem with these cards.\u003C\u002Fp\u003E\u003Cp\u003EIf you're confused by the jargon on microSD cards, \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fdeciphering-microsd-card-and-sd-card-storage-jargon\u002F" target="_blank"\u003Ehere's everything you need to know\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\" data-hed=\"Good quality microSD card\" data-superlative=\"Reliably store your 4K video\" data-imagegroup=\"{"alt":"Good quality microSD card","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"170723af-0a5a-43c2-ad33-e263689dfe5f","title":"2022-03-28-21-37-34","filename":"2022-03-28-21-37-34.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F03\u002F28\u002F170723af-0a5a-43c2-ad33-e263689dfe5f\u002F2022-03-28-21-37-34.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":304832,"width":1280,"height":960,"dateCreated":{"date":"2022-03-28 20:37:59","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2022-03-28 20:38:03","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"2022-03-28-21-37-34.jpg","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"170723af-0a5a-43c2-ad33-e263689dfe5f","imageAltText":"Good quality microSD card","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"2022-03-28-21-37-34.jpg","imageDateCreated":"2022\u002F03\u002F28","imageWidth":1280,"imageHeight":960,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":false,"monetizedUrl":"","offerMerchant":"Amazon","offerPrice":"26.99","monetizationStatus":"off","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB07G3H5RBT\u002F?tag=zdnet-deals-20","url":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB07G3H5RBT\u002F?tag=zdnet-deals-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"974d4cd5-12cd-4002-9f2a-04ce85f2ab06\" data-edition=\"us\" data-description=\"\u003Cp\u003EIf you are buying a new DJI drone, then I strongly recommend that you get the \u003Ca href="https:\u002F\u002Fwww.amazon.com\u002FDJI-Air-Fly-More-Combo\u002Fdp\u002FB08Z2VHRFC?tag=zdnet-deals-20"\u003EFly More Combo pack\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003EThis kit comes with spare batteries (these things are expensive when you try to buy them separately -- and don't think about buying third-party batteries), a carry case man-bag thing that's good but not great, and some spare props and stuff like ND filters (handy if you want to capture cinematic video). If you're serious about drones, then those extra batteries alone will make the Fly More Combo a worthwhile purchase.\u003C\u002Fp\u003E\" data-hed=\"DJI Fly More Combo\" data-superlative=\"Just for DJI users\" data-imagegroup=\"{"alt":"DJI Fly More Combo","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"b8da970b-611e-411e-befe-ae67ccb51d28","title":"DJI Fly More Combo","filename":"2021-07-13-09-59-06.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2021\u002F07\u002F13\u002Fb8da970b-611e-411e-befe-ae67ccb51d28\u002F2021-07-13-09-59-06.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":168574,"width":1600,"height":1065,"dateCreated":{"date":"2021-07-13 09:00:14","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2021-07-13 09:00:27","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"DJI Fly More Combo","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"b8da970b-611e-411e-befe-ae67ccb51d28","imageAltText":"DJI Fly More Combo","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"2021-07-13-09-59-06.jpg","imageDateCreated":"2021\u002F07\u002F13","imageWidth":1600,"imageHeight":1065,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":false,"monetizedUrl":"","offerMerchant":"Amazon","offerPrice":"","monetizationStatus":"off","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FDJI-Air-Fly-More-Combo\u002Fdp\u002FB08Z2VHRFC?tag=zdnet-deals-20","url":"https:\u002F\u002Fwww.amazon.com\u002FDJI-Air-Fly-More-Combo\u002Fdp\u002FB08Z2VHRFC?tag=zdnet-deals-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"c9a4f216-b0a3-4070-b145-222e6e538bd9\" data-edition=\"us\" data-description=\"\u003Cp\u003ESimply put: You can buy additional tools to level up your drone-flying experience. That's why \u003Cem\u003EZDNet\u003C\u002Fem\u003E&nbsp;put together this guide of the essentials, so you can get the most out of that fancy unmanned aerial vehicle.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftwo-gadgets-every-pro-drone-pilot-needs\u002F" target="_blank"\u003E\u003Cstrong\u003ETwo gadgets every pro drone pilot needs\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"What are drone accessories?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"efae16d2-8156-43db-86ea-91834b826f4a\" data-edition=\"us\" data-description=\"\u003Cp\u003EThese are tried and tested accessories. They're all useful and 100% recommended. Think I've missed out on a must-have accessory? Let me know!\u003C\u002Fp\u003E\" data-hed=\"How did we choose these drone accessories?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"c50d35e0-29f2-499f-9cfa-8c40e9fe9a34\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cem\u003EZDNet \u003C\u002Fem\u003Ehas compared the best drones for photography and even for surveillance:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-photography-drone\u002F" target="_blank"\u003EBest photography drones\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-surveillance-drone\u002F" target="_blank"\u003EBest surveillance drone\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ELooking for more drone buying advice?&nbsp;\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHere's my take on&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhich-consumer-drone-should-you-buy-september-2021\u002F" target="_blank"\u003Ewhich consumer drones are worth a look\u003C\u002Fa\u003E. I also recently shared&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fautel-evo-nano-plus-drone-review\u002F" target="_blank"\u003Emy first impressions of the Autel EVO Nano Plus\u003C\u002Fa\u003E. But the&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fdji-mavic-3-the-very-best-drone-for-2022\u002F" target="_blank"\u003Every best drone for 2022 in my book is the DJI Mavic 3\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\" data-hed=\"What is the best drone to buy?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"12922153-5c9c-495e-a36a-5dbbc9302a9f\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F12922153-5c9c-495e-a36a-5dbbc9302a9f\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-03-29 13:59:00",timezone:"UTC",updated:c,published:c},description:"What are the best drone accessories to buy? Drones are big nowadays, and the market is flooded with all sorts of weird -- and sometimes wonderful -- accessories. But there are a few accessories you truly need.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"58ccbd22-67a0-4ab5-86b9-e8651830c095",image:{id:"4e85fe0c-6e1e-4808-9f69-f0547bc399cc",filename:"image-11.jpg",dateCreated:{created:c,date:"2022-03-30 13:59:11",timezone:"UTC",updated:c,published:c},alt:"Drone strobe",credits:"Autel",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F03\u002F30\u002F4e85fe0c-6e1e-4808-9f69-f0547bc399cc\u002Fimage-11.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1600,height:1069,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"best-list",hubTopicPathString:"Innovation^Transportation^Delivery Drones",relatedItems:[]},name:b,promoTitle:"The best drone accessories: Truly useful must-haves",section:b,slug:"best-drone-accessories",startYear:c,summary:b,title:"Best drone accessories 2022: Truly useful must-haves",topic:{id:"8c929584-9fc8-40e3-9a88-e9a8469a2b11",slug:"delivery-drones",name:"Delivery Drones",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"8c929584-9fc8-40e3-9a88-e9a8469a2b11",slug:"delivery-drones",name:"Delivery Drones",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"3f95fcb4-e4fc-46bf-91d1-4b9ae78397b0",slug:"transportation",name:"Transportation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"f1f7db06-c6f9-4e80-8187-60ad48f035a1",slug:"zdnet-recommends",name:"ZDNET Recommends",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"b8b32604-5ea0-47d5-a794-64527832e93e",username:"elizabethmauder",profileUrl:c,email:c,firstName:"Elizabeth",lastName:"Mauder",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"a38d9d9c-965d-4e33-8918-2bbca23d145f",filename:"beth-mauder.jpg",dateCreated:{created:c,date:"2022-08-05 14:48:32",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fa38d9d9c-965d-4e33-8918-2bbca23d145f\u002Fbeth-mauder.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Elizabeth (Beth) Mauder is an associate video producer at Red Ventures. She graduated from Indiana State University with a Bachelor of Science Degree in Communication with focuses in Mass Media and Journalism, and a Nonprofit Leadership minor. At Indiana State, Beth served as on-air talent and intern for ESPN3 and spent a semester interning with the Wabash Valley Community Foundation.",profile:c,title:"Video Producer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"reviewcard\" data-id=\"bcc4c889-0ab0-466c-82f4-ff6c0d13eb24\" data-edition=\"us\" data-productname=\"Braava Jet m6\" data-like=\"Cleans in methodical rows~Recognizes and avoids rugs\u002Fcarpets~Easy-to-use app~Quiet\" data-dislike=\"Cleans slowly~Additional cleaner solution and pads needed\" data-editorschoice=\"false\" data-editorsmonth=\"07\" data-editorsyear=\"2022\" data-editorsdate=\""2022-07-25T17:20:19.630Z"\" data-innovationaward=\"false\" data-innovationmonth=\"07\" data-innovationyear=\"2022\" data-innovationdate=\""2022-07-25T17:20:19.630Z"\" data-imagegroup=\"{"alt":"","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"a90a9d77-1580-4734-9ccf-929dc82aa30b","filename":"top.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F07\u002F25\u002Fa90a9d77-1580-4734-9ccf-929dc82aa30b\u002Ftop.jpg","dateCreated":{"date":"2022-07-25 17:18:45","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"a90a9d77-1580-4734-9ccf-929dc82aa30b","imageFilename":"top.jpg","imageDateCreated":"2022\u002F07\u002F25"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Amazon","offerPrice":"407","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Connected-Precision-Compatible-Recharges\u002Fdp\u002FB08TN2GC94\u002F","url":""}]\" data-techobjectinfo=\"{}\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAs robot vacuums become more popular, it's no surprise that the industry has turned to creating and perfecting robot mops. For many, vacuuming and mopping is a tedious task; iRobot is seeking to change that. Or, to at least change \u003Cem\u003Ewho\u003C\u002Fem\u003E is completing these tedious tasks.  \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pullquote\" data-alignment=\"right\" data-quote=\"Just like the Roomba j7+, this device changed my life.\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EiRobot's \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"3c02fbd3-c79a-4856-ac9c-c53cb500ed29\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Connected-Precision-Compatible-Recharges\u002Fdp\u002FB08TN2GC94\u002F\" data-link-shortcode-text=\"Braava Jet m6\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E has taken over cleaning up muddy paw prints, spilled drinks, and everyday floor grime in my house -- and I couldn't be happier. When I bought my house, one of my favorite features was the beautiful blue tile in the main living area and I will stop at nothing to keep them shiny and clean (or so I thought). My two dogs and a busy lifestyle makes finding time to mop difficult. So when I found out that the m6 could do the dirty work for me, I ripped the package open quickly to let this thing get to work. Just \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Firobot-roomba-j7-review\u002F\" target=\"_blank\"\u003Elike the Roomba j7+\u003C\u002Fa\u003E, this device changed my life. \u003C\u002Fp\u003E\u003Cp\u003EThe Braava Jet m6 uses precision jet spray, vSlam Navigation, and iRobot's app technology to deliver clean floors every time for around $400.  \u003C\u002Fp\u003E\u003Ch2\u003E Specifications \u003C\u002Fh2\u003E\u003Ctable data-title=\"4x2 Table\"\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EProduct dimensions\u003C\u002Fstrong\u003E \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E10.6 x 3.5 inches \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EItem weight\u003C\u002Fstrong\u003E \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E4.85 lbs \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EBatteries\u003C\u002Fstrong\u003E \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003ELithium Ion (included)  \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EIncluded components\u003C\u002Fstrong\u003E \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E(1) iRobot® Braava jet m6 robot mop, (1) charging dock, (1) dock tray, (1) North American line cord, (2) single-use wet mopping pad, (2) single-use dry sweeping pad, (1) washable wet mopping pad, (1) 4oz sample cleaning solution \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Ch2\u003E Performance  \u003C\u002Fh2\u003E\u003Cp\u003EThe Braava Jet m6 has two functions, wet and dry mopping, depending on what pad you insert on the bottom of the robot. To get the wet mopping started, you'll need to add the additional cleaning solution into the removable tank and put the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"5385cb37-fc28-41b4-9b2b-433846a033ee\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Authentic-Replacement-Parts-Mopping\u002Fdp\u002FB07RKL715Q\u002F\" data-link-shortcode-text=\"wet pad\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003Eon before it's ready to go. Just like any other Roomba device you may have, it uses the first couple of runs to understand your floor and furniture layout.  \u003C\u002Fp\u003E\u003Cp\u003EIt works in very methodical, efficient rows, ensuring that every part of your floor is getting cleaned. The m6 travels approximately three feet, backs up about halfway, and sprays some cleaning solution on the floor. This process is repeated until the mopping is finished.  \u003C\u002Fp\u003E\u003Cp\u003EI love that the m6 uses plenty of cleaning solution throughout the entire mopping process; it picks up a ton of dirt and grime. My floors are sparkling after it's finished, and it doesn't leave a sticky residue of any type. \u003C\u002Fp\u003E\u003Cp\u003EThanks to the laser navigation technology, the m6 didn't have any trouble recognizing rugs or carpet in my home, which makes this device even more impressive. Because I know that it isn't going to ruin my rugs or carpet, I trust the mop to run when I'm gone or not paying it much attention. \u003C\u002Fp\u003E\u003Cp\u003EThe Braava Jet m6's dry mopping function works just like the wet mopping; you just have to make sure the correct \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"bbb62d7a-2f5b-44f2-895f-915f3b90a86d\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Authentic-Replacement-Parts-Sweeping\u002Fdp\u002FB07RG7X3Q9\u002F\" data-link-shortcode-text=\"dry pad\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E is inserted. You'll be surprised -- and disgusted -- by the amount of dirt and dust the mop will collect.  \u003C\u002Fp\u003E\u003Cp\u003EOne thing you'll want to keep in mind about the m6 is you will need to buy additional cleaning solution and mopping pads. Both are reasonably priced, but it is a reoccurring expense that comes with this robot mop. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"youtube_video\" data-size=\"large\" data-float=\"none\" data-oembed=\"{"author_name":"ZDNet","author_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002Fc\\\u002Fzdnetvideo","height":113,"html":"\u003Ciframe width=\\"200\\" height=\\"113\\" src=\\"https:\\\u002F\\\u002Fwww.youtube.com\\\u002Fembed\\\u002Fro9StF79Bcs?autoplay=0&loop=0&fs=1&start=0&rel=1&feature=oembed\\" frameborder=\\"0\\" allow=\\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\\" allowfullscreen title=\\"Braava Jet m6 robot mop review: A game-changer\\"\u003E\u003C\\\u002Fiframe\u003E","provider_name":"YouTube","provider_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F","thumbnail_height":360,"thumbnail_url":"https:\\\u002F\\\u002Fi.ytimg.com\\\u002Fvi\\\u002Fro9StF79Bcs\\\u002Fhqdefault.jpg","thumbnail_width":480,"title":"Braava Jet m6 robot mop review: A game-changer","type":"video","version":"1.0","width":200}\" data-url=\"https:\u002F\u002Fyoutu.be\u002Fro9StF79Bcs\" data-autoplay=\"false\" data-loop=\"false\" data-start=\"0\" data-fs=\"true\" data-rel=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E Pairing with the Roomba j7+ \u003C\u002Fh2\u003E\u003Cp\u003EThe coolest feature that the Braava Jet m6 has is the Imprint Link technology. This enables the m6 to communicate with the Roomba i, j, or s series vacuums to fully clean your house with just the touch of a few buttons in the app. This is one of my favorite ways to clean my house. I will tell the app to vacuum certain rooms and then select the \"mop after\" button. As soon as the Roomba vacuum finishes its job and docks, the m6 starts its job. It truly is an incredible, helpful feature. \u003C\u002Fp\u003E\u003Ch2\u003E Mobility  \u003C\u002Fh2\u003E\u003Cp\u003EThe Braava Jet m6 is 10.6 inches wide and 3.5 inches high, so it's relatively small. Its size makes it easy to navigate around and under your furniture. Because it's never transitioning onto rugs or carpet, it doesn't get stuck like some robot vacuums might. It's efficient and precise with its movements and has never (knock on wood) gotten stuck or trapped somewhere in my house.  \u003C\u002Fp\u003E\u003Ch2\u003E Battery \u003C\u002Fh2\u003E\u003Cp\u003EBecause the Braava Jet m6 works slowly and methodically, its battery can handle up to 1,000 square feet on a single charge. To give you an idea, the m6 cleaned 407 square feet of my home in an hour and 43 minutes without ever having to dock and recharge. Because the mop is slow, its long-lasting battery makes up for its cleaning speed.  \u003C\u002Fp\u003E\u003Ch2\u003E Connectivity \u003C\u002Fh2\u003E\u003Cp\u003EYou'll need to hook up the Braava Jet m6 to your Wi-Fi and download the iRobot app to get started. The app is user friendly and makes scheduling, selecting rooms, and blocking off sections a breeze. The more access you give the app to other applications, the smarter it is. You can connect your Google Home and Alexa, allowing you to simply give your m6 verbal commands. The technology will do the rest.  \u003C\u002Fp\u003E\u003Cp\u003EOne of my favorite features in the app is the ability to clean particular rooms based on the map that the Roomba created of my home. I'm able to go into the app, select which rooms I want cleaned, and those are the only rooms the m6 will mop. You can simplify the process even more by creating a schedule where the rooms you want cleaned daily are scheduled that way, versus the rooms you want cleaned every few days. The possibilities are endless.  \u003C\u002Fp\u003E\u003Cp\u003EAnother feature the app offers is the ability to grow your iRobot family, connecting other devices, such as the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"f30d2c82-bf84-4b35-9bb9-a11af8fc2f77\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Robot-Vacuum\u002Fdp\u002FB094NYHTMF\" data-link-shortcode-text=\"Roomba j7+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E. You can set the vacuum to run and the mop to follow immediately behind it. The two devices, along with the app, work incredibly well together. I tested the Roomba j7+, and you can \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Firobot-roomba-j7-review\u002F\" target=\"_blank\"\u003Eread more about it here\u003C\u002Fa\u003E.  \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d0ed0a61-a636-47b0-91d4-ad628c8faeeb\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EYou can choose which rooms you want your Roomba vacuum to clean, then select "mop after" for the m6 to follow.\u003C\u002Fp\u003E\" data-image-credit=\"Beth Mauder\u002FZDNet\" data-image-alt-text=\"Screenshot of the robot mop's app\" data-image-filename=\"mop-after.png\" data-image-date-created=\"2022\u002F07\u002F25\" data-image-width=\"1242\" data-image-height=\"2208\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E Bottom line \u003C\u002Fh2\u003E\u003Cp\u003EThe bottom line is the Braava Jet m6 is worth every penny, especially if you have a Roomba vacuum to work with the mop. Mopping is time consuming and tedious, and giving this task to a capable robot frees up a good chunk of my time. For my peace of mind and sanity, this is a must-have device.  \u003C\u002Fp\u003E\u003Ch2\u003E Alternatives to consider  \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"c2881f63-c37f-4aa4-94d8-8ef47db749c8\" data-edition=\"us\" data-hed=\"ECOVACS Deebot N8 Pro+ Robot Vacuum and Mop Cleaner\" data-imagegroup=\"{"alt":"","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"fde80d4b-8114-4e4e-9c12-1bb5c4c9c879","filename":"evovac.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F07\u002F25\u002Ffde80d4b-8114-4e4e-9c12-1bb5c4c9c879\u002Fevovac.jpg","dateCreated":{"date":"2022-07-25 19:44:33","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"fde80d4b-8114-4e4e-9c12-1bb5c4c9c879","imageFilename":"evovac.jpg","imageDateCreated":"2022\u002F07\u002F25"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB08S7ND492\" data-offerprice=\"600\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB08S7ND492?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{"uuid":"331522fb-c64e-49b0-920a-31e6a0797038","slug":"ecovacs-deebot-n8-pro-plus","name":"Ecovacs Deebot N8 Pro+","productType":"SERIES","updateType":"EZMONEY","mod":1658778607351,"displayDate":"Mon Jul 25 2022 15:50:07 GMT-0400 (Eastern Daylight Time)"}\" data-usemonetization=\"true\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EA capable, mid-ranged two-in-one robot vacuum and mop, the Deebot N8 Pro+ works well. Be sure to check out our review \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fproduct\u002Fecovacs-deebot-n8-pro-plus\u002F\" target=\"_blank\"\u003Ehere\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"3c79f046-c69e-4bd1-941f-1b4595591e3d\" data-edition=\"us\" data-hed=\"Bissell SpinWave Hard Floor Expert Robot\" data-imagegroup=\"{"alt":"bissell","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"ce9b8822-434a-4a95-bd26-6669848eddc5","filename":"bissell.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F07\u002F25\u002Fce9b8822-434a-4a95-bd26-6669848eddc5\u002Fbissell.jpg","dateCreated":{"date":"2022-07-25 19:49:59","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"ce9b8822-434a-4a95-bd26-6669848eddc5","imageFilename":"bissell.jpg","imageDateCreated":"2022\u002F07\u002F25"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002FSpinWave-Connected-Structured-Navigation-3115\u002Fdp\u002FB08F6Z89LN\" data-offerprice=\"400\" data-offermerchant=\"Amazon\" data-techobjectinfo=\"{}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIf you're looking for a robot mop that doesn't just drag a pad across the floor, but rather spins, this is the mop for you. The Bissell SpinWave is right around the same price as the m6, so they're comparable if you're ready to check another item off your to-do list with only a few taps on your finger. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"edae1a63-9dfe-4c2a-a803-7c70ee51b352\" data-edition=\"us\" data-hed=\"Roborock S7 MaxV Ultra Robot Vacuum and Sonic Mop\" data-imagegroup=\"{"alt":"robo","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"96384ee7-e7b8-4084-befb-c9f0a9e7b2a6","filename":"robo.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F07\u002F25\u002F96384ee7-e7b8-4084-befb-c9f0a9e7b2a6\u002Frobo.jpg","dateCreated":{"date":"2022-07-25 19:48:30","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"96384ee7-e7b8-4084-befb-c9f0a9e7b2a6","imageFilename":"robo.jpg","imageDateCreated":"2022\u002F07\u002F25"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002FSelf-Emptying-Self-Refilling-ReactiveAI-Avoidance-Compatible\u002Fdp\u002FB09NM549V7\" data-offerprice=\"1400\" data-offermerchant=\"Amazon\" data-techobjectinfo=\"{}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe most expensive robot on our list, the Roborock S7 MaxV tops the charts for the best two-in-one device. Roborock is different from iRobot in that the vacuum and mop are all one device. If you prefer to consolidate youe devices, this might be the robot vac\u002Fmop for you.   \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"640be0e1-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F640be0e1-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-07-28 18:31:00",timezone:"UTC",updated:c,published:c},description:"The Braava Jet m6 will not only free up your time, but it works wonders on your floor as well. Sign me up.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"ac180053-c8a2-4fd9-9f03-191cb7b255dc",image:{id:"23f1743a-e979-44a8-8d7d-f2a0d20eafb8",filename:"top.jpg",dateCreated:{created:c,date:"2022-07-25 18:46:18",timezone:"UTC",updated:c,published:c},alt:"top",credits:c,caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F07\u002F25\u002F23f1743a-e979-44a8-8d7d-f2a0d20eafb8\u002Ftop.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:4032,height:3024,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"review-single",hubTopicPathString:"Home & Office^Kitchen & Household",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"braava-jet-m6-review",startYear:c,summary:b,title:"Braava Jet m6 review: A must-have robot mop",topic:{id:"60832ece-f84e-43d8-a207-9697d20dc673",slug:"kitchen-household",name:"Kitchen & Household",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"60832ece-f84e-43d8-a207-9697d20dc673",slug:"kitchen-household",name:"Kitchen & Household",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"f0aaf4c5-10d5-11e4-9732-00505685119a",username:"Wendy M Grossman",profileUrl:c,email:c,firstName:"Wendy M",lastName:"Grossman",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"a10ddab3-1175-11e4-9732-00505685119a",filename:"wendy-grossman.jpg",dateCreated:{created:c,date:"2014-02-11 09:06:07",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2014\u002F02\u002F11\u002Fa10ddab3-1175-11e4-9732-00505685119a\u002Fwendy-grossman.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Wendy M. Grossman is a journalist, blogger, and folksinger. Her writing has been published in several newspapers, magazines, and specialized publications. She is the recipient of the 2013 Enigma Award for information security reporting.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"6e220fe7-c79b-4919-9c44-79d53ac8928b\" data-size=\"medium\" data-float=\"left\" data-image-caption=\"\u003Cp\u003EWork Without the Worker: Labour in the Age of Platform Capitalism • By Phil Jones • Verso • 144 pages • ISBN: 978-1-83976-043-3 • £10.99 &nbsp;\u003C\u002Fp\u003E\" data-image-alt-text=\"work-without-the-worker-book-main.jpg\" data-image-target-url=\"https:\u002F\u002Fwww.versobooks.com\u002Fbooks\u002F3869-work-without-the-worker\" data-image-filename=\"work-without-the-worker-book-main.jpg\" data-image-date-created=\"2021\u002F12\u002F01\" data-image-width=\"391\" data-image-height=\"597\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\"Will we be retired -- or unemployed?\" the leader of a futurist conference \u003Ca href=\"https:\u002F\u002Fwww.theregister.com\u002F2007\u002F09\u002F21\u002Fnano_gas_giant\u002F\" target=\"_blank\"\u003Easked in 2007\u003C\u002Fa\u003E while envisioning a world filled with AIs possessed of superhuman intelligence. More recent -- and more restrained -- researchers such as \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-new-breed-book-review-use-animals-not-humans-as-the-model-for-robots\u002F\" target=\"_blank\"\u003EKate Darling\u003C\u002Fa\u003E have argued that our best option lies in human-machine partnerships, although with the caveat suggested by Madeleine Claire Elish in her paper \u003Ca href=\"https:\u002F\u002Fpapers.ssrn.com\u002Fsol3\u002Fpapers.cfm?abstract_id=2757236\" target=\"_blank\"\u003EMoral Crumple Zones\u003C\u002Fa\u003E that the human partner will be the one that gets the blame when things go wrong.  \u003C\u002Fp\u003E\u003Cp\u003EHowever, in the vast majority of the human-machine partnerships already in existence, the human partner is one or more invisible microtask workers being paid tiny amounts to label images, remotely take over a faltering delivery drone, or transcribe bits of text. \u003C\u002Fp\u003E\u003Cp\u003EWe have seen these workers' lives documented before -- for example, in Mary L. Gray and Siddharth Suri's 2019 book \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fghost-work-and-behind-the-screen-book-reviews-lifting-the-veil-on-the-internets-secret-employment-sector\u002F\" target=\"_blank\"\u003E\u003Cem\u003EGhost Workers\u003C\u002Fem\u003E\u003C\u002Fa\u003E, Sarah T. Roberts' 2019 book \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fghost-work-and-behind-the-screen-book-reviews-lifting-the-veil-on-the-internets-secret-employment-sector\u002F\" target=\"_blank\"\u003E\u003Cem\u003EBehind the Screen\u003C\u002Fem\u003E\u003C\u002Fa\u003E, and Kate Crawford's recent book on the extractive nature of the AI industry, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fatlas-of-ai-book-review-mapping-out-the-total-cost-of-artificial-intelligence\u002F\" target=\"_blank\"\u003E\u003Cem\u003EAtlas of AI\u003C\u002Fem\u003E\u003C\u002Fa\u003E. In \u003Ca href=\"https:\u002F\u002Fwww.versobooks.com\u002Fbooks\u002F3869-work-without-the-worker\" target=\"_blank\"\u003E\u003Cem\u003EWork Without the Worker: Labour in the Age of Platform Capitalism\u003C\u002Fem\u003E\u003C\u002Fa\u003E, Phil Jones sets these workers in a larger global context.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ESEE: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmanagers-arent-worried-about-keeping-their-it-workers-happy-thats-bad-for-everyone\u002F\"\u003E\u003Cstrong\u003EManagers aren't worried about keeping their IT workers happy. That's bad for everyone\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EBut first, some numbers. As Jones documents, the number of microtaskers is huge and growing. There are 12 million at China's Zhubajie, two million at Clickworker, over one million at Appen. In the UK, according to surveys, as much as 5% of the working-age population uses these platforms at least once a week. This is an event in which scale matters: the more of the labour force that is shifted to and splintered across microtasking platforms with terms and conditions, the easier it is for workers' rights to be eroded in the \"economy of clicks\".  \u003C\u002Fp\u003E\u003Ch2\u003ETemporary adjustment, or permanent reality?\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"b5e80da4-47cf-44a4-9765-6f640a72080d\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fb5e80da4-47cf-44a4-9765-6f640a72080d\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIs the rise of precarious microtasking temporary, while the workforce reskills and reconfigures -- as has been the case historically, and as the technology companies like to predict will happen this time, too? Or is it a permanent reality as humans become part of the computational infrastructure of \"artificial artificial intelligence\" -- the term Jeff Bezos likes to use to describe the \u003Ca href=\"https:\u002F\u002Fwww.mturk.com\u002F\" target=\"_blank\"\u003EMechanical Turk\u003C\u002Fa\u003E platform? (This sort of linguistic absorption of humans has a history that Jones doesn't explore: the earliest \"computers\" were \u003Ca href=\"https:\u002F\u002Fwww.history.com\u002Fnews\u002Fhuman-computers-women-at-nasa\" target=\"_blank\"\u003Ewomen performing intricate calculations\u003C\u002Fa\u003E at NASA.)  \u003C\u002Fp\u003E\u003Cp\u003EJones argues that today's conditions are different: what we're seeing is jobs being carved up into tasks, a process that transforms professionals into \"wage hunter-gatherers\". Instead of creating new ranges of occupations, this market is creating \"market fugitives\" who must wait until a piece of work becomes available. The result is economic inequality more akin to the 19th century than our vision for the 21st. In Jones's darkest chapter, workers are paid pennies to train the AIs that will eventually replace them entirely.  \u003C\u002Fp\u003E\u003Cp\u003EJones ends on a hopeful note as microworkers begin to organise, partly driven by hopes that the post-pandemic world can be built to be fairer. In an epilogue, he explores the \"post-scarcity\" world. If today's microwork automates our jobs away, what then? Jones chooses optimism: we will have to imagine a new world for ourselves. In terms of that 2007 question, his best hope for us is happy retirement.  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ERECENT AND RELATED CONTENT\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Funsupervised-ai-arrives-for-quality-inspection\u002F\"\u003E\u003Cstrong\u003EUnsupervised AI arrives for quality inspection\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fworkers-obsolete-as-robots-do-the-dirty-work\u002F\"\u003E\u003Cstrong\u003EWorkers obsolete as robots do the dirty work\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Femployee-surveillance-is-on-the-rise-privacy-campaigners-are-worried-for-us-all\u002F\"\u003E\u003Cstrong\u003EThere's been a big rise in monitoring workers at home. We should all be worried\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Findustry-4-0-gets-its-first-unicorn\u002F\"\u003E\u003Cstrong\u003EIndustry 4.0 gets its first unicorn\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cstrong\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyour-people-are-your-most-important-technology-asset\u002F\"\u003E\u003Cstrong\u003EYour people are your most important technology asset\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ERead more book reviews\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fethical-hacking-book-review-a-hands-on-guide-for-would-be-security-professionals\u002F\"\u003EEthical Hacking, book review: A hands-on guide for would-be security professionals\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-new-breed-book-review-use-animals-not-humans-as-the-model-for-robots\u002F\"\u003EThe New Breed book review: Use animals, not humans, as the model for robots\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fexponential-book-review\u002F\"\u003EExponential, book review: Technology acceleration and its impact on society\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftiktok-boom-book-review-the-rise-and-rise-of-youtubes-younger-hipper-competitor\u002F\"\u003ETikTok Boom, book review: The rise and rise of YouTube's younger, hipper competitor\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsocial-warming-book-review\u002F\"\u003ESocial Warming, book review: Temperature rising, regulation required\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2021-12-01 11:09:00",timezone:"UTC",updated:c,published:c},description:"Poorly rewarded 'microworkers' underpin much of the digital world. Phil Jones examines this shadowy economy and explores how its denizens might organise in pursuit of a fairer deal.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"7fcc984d-c84e-4a12-8be9-b77d01f13552",image:{id:"06248db6-df59-4296-af02-b2b0fc95da08",filename:"work-without-the-worker-book-thumb.jpg",dateCreated:{created:c,date:"2021-12-01 10:34:39",timezone:"UTC",updated:c,published:c},alt:"work-without-the-worker-book-thumb.jpg",credits:"Image: Verso",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2021\u002F12\u002F01\u002F06248db6-df59-4296-af02-b2b0fc95da08\u002Fwork-without-the-worker-book-thumb.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:770,height:577,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"review-single",hubTopicPathString:"Business^Tech & Work",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"work-without-the-worker-book-review-microtasking-automation-and-the-future-of-work",startYear:c,summary:b,title:"Work Without the Worker, book review: Microtasking, automation and the future of work",topic:{id:"674ce82e-d682-11e4-9a74-d4ae52e95e57",slug:"tech-and-work",name:"Tech & Work",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"674ce82e-d682-11e4-9a74-d4ae52e95e57",slug:"tech-and-work",name:"Tech & Work",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fb04832-ec91-11e3-95d2-02911863765e",slug:"after-hours",name:"After Hours",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"112a7545-ec91-11e3-95d2-02911863765e",slug:"reviews",name:"Reviews",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"ad35bfd1-6bd1-4815-8bd6-f43193d3d32f",username:"me51",profileUrl:c,email:c,firstName:"Greg",lastName:"Nichols",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d29f72d1-47ad-41d7-8bc0-135ec58db813",filename:"greg-nichols.jpg",dateCreated:{created:c,date:"2022-08-05 15:23:04",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd29f72d1-47ad-41d7-8bc0-135ec58db813\u002Fgreg-nichols.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Greg Nichols covers robotics, AI, and AR\u002FVR for ZDNET. A full-time journalist and author, he writes about tech, travel, crime, and the economy for global media outlets and reports from across the U.S., South America, and Asia. He's a co-founder of Truly*Adventurous, a digital media platform that produces original tales of true adventure, and an award-winning author.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EPhotography and cinema drive the drone industry in both the professional and prosumer markets. Increasingly the line between the two is blurring, with prosumer and sub-$4,000 drones delivering commercial-level quality and advanced flying features that just a few years ago were exclusive to the highest-end equipment. \u003C\u002Fp\u003E\u003Cp\u003EIt can be daunting wading into the deep roster of drones designed for enterprise photography and video. Sure, DJI, long the market leader, makes some truly fantastic devices, but before you buy the first Mavic you come across for your business photography needs, take a moment to appreciate the nuanced diversity of UAV hardware out there and understand the strengths and weaknesses of the current offerings across a variety of applications and budgets.  \u003C\u002Fp\u003E\u003Cp\u003ETo help, we reached out to video and photography professionals to hear what they had to say. Here are our top picks for enterprise photography and cinema drones, along with some advice on deciding which photography drone is right for businesses of all sizes. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"0747764f-2d5f-45e7-8c18-9e6eff5b30b0\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003EFeatures: \u003C\u002Fstrong\u003E46-minute flight time |&nbsp;24mm-equivalent lightweight lens |&nbsp;5.1K\u002F50fps or 4K\u002F120fps videos\u003C\u002Fp\u003E\u003Cp\u003EThe DJI Mavic Air 3 is a robust, powerful quadcopter, which is why it is our best overall pick. The new version builds on the strong legacy that's made the Mavic lineup such a success.\u003C\u002Fp\u003E\u003Cp\u003ECompared to its Mavic 2 predecessor, the new version has improved imaging performance, thanks to its 4\u002F3 CMOS Hasselblad camera and 24mm-equivalent lightweight lens. It can record up to 5.1K\u002F50fps or 4K\u002F120fps videos and supports Apple ProRes 422 HQ encoding, offering better image quality and greater flexibility during post-processing.\u003C\u002Fp\u003E\u003Cp\u003EIt's also a pretty amazing flying machine. In fact, the flight experience got a big upgrade, starting with an impressive 46-minute flight time. The Mavic 3 has omnidirectional obstacle sensing and supports the upgraded APAS 5.0 and Advanced RTH, letting creators enjoy safe flight with peace of mind.\u003C\u002Fp\u003E\u003Cp\u003EWhile it's not a professional rig (e.g., the camera system is fixed and the four rotors can't compare to a pro rig's six-rotor stability) this drone represents the top of the line in the consumer department for a surprisingly affordable price.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:&nbsp;\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ESupports Apple ProRes 422 HQ encoding\u003C\u002Fli\u003E\u003Cli\u003ERobust and powerful\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ENot a professional rig\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"DJI Mavic 3\" data-superlative=\"Best photography drone overall\" data-imagegroup=\"{"alt":"matrice-600.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"DJI","imageData":{"id":"a85f9900-23d2-4d65-9a67-2d26d361c01e","title":"dji-mavic-3-featured4-1300x750","filename":"dji-mavic-3-featured4-1300x750.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2021\u002F11\u002F19\u002Fa85f9900-23d2-4d65-9a67-2d26d361c01e\u002Fdji-mavic-3-featured4-1300x750.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":108122,"width":1300,"height":750,"dateCreated":{"date":"2021-11-19 20:24:42","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2021-11-19 20:24:47","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"DJI","alt":"dji-mavic-3-featured4-1300x750.jpg","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"a85f9900-23d2-4d65-9a67-2d26d361c01e","imageAltText":"matrice-600.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"DJI","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"dji-mavic-3-featured4-1300x750.jpg","imageDateCreated":"2021\u002F11\u002F19","imageWidth":1300,"imageHeight":750,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"DJI\" data-techobjectinfo=\"{"uuid":"28c23d4f-9850-40fa-bc1e-931963828df5","slug":"dji-mavic-3-quadcopter-drone","name":"DJI Mavic 3 - Quadcopter Drone","productType":"PRODUCT","updateType":"EZMONEY","mod":1658528760494,"displayDate":"Fri Jul 22 2022 18:26:00 GMT-0400 (Eastern Daylight Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FDJI-Mavic-More-Combo-Omnidirectional\u002Fdp\u002FB09HH8B79P?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"2049","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FDJI-Mavic-More-Combo-Omnidirectional\u002Fdp\u002FB09HH8B79P","url":"https:\u002F\u002Fwww.amazon.com\u002FDJI-Mavic-More-Combo-Omnidirectional\u002Fdp\u002FB09HH8B79P?tag=zdnet-buy-button-20"}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"6c517fd1-ffcb-49dc-9f98-0033a18cd560\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003EFeatures:\u003C\u002Fstrong\u003E 1-inch sensor, 20MP sensor |&nbsp;dedicated FPV camera | 16 pounds\u003C\u002Fp\u003E\u003Cp\u003EIf any single UAV platform was responsible for changing the landscape of aerial filmmaking, it was DJI's Inspire 1. The newest addition to the Inspire lineup, the Inspire 2, was made with filmmaking squarely in mind and builds on the Inspire 1's well-earned legacy.\u003C\u002Fp\u003E\u003Cp\u003EAmong the knockout features, the Inspire 2 uses a dedicated FPV camera to give the operator a personal feed, leaving him or her free to operate the cinema camera independently. That essentially turns Inspire 2 into an untethered Steadicam that's just as good at keeping pace with a couple of people walking down the hall as it is at getting a swooping aerial of a runaway speedboat in Florida's emerald waters.\u003C\u002Fp\u003E\u003Cp\u003EThe base Inspire 2 model features a 1-inch sensor, 20MP sensor on the Zenmuse X4S gimbaled camera. It's a very capable platform, and in reach of film student solo filmmakers at under $4,000. A Pro version ups the specs (and the price, to the tune of $11,000) with an M4\u002F3 sensor that shoots 20.8 MP photos and Apple ProRes video at up to 5.2K. A Cinema Premium version improves camera payload even more with the Zenmuse X7, which has an S35 image sensor offering 6K CinemaDNG RAW and a wide dynamic range of up to 14 stops. That package runs north of $20,000 and is used on some of the world's biggest shoots.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:&nbsp;\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EPersonal feed&nbsp;\u003C\u002Fli\u003E\u003Cli\u003EIntelligent flight modes&nbsp;\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:&nbsp;\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EExpensive, and Pro and Premium versions increase costs as well\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"DJI Inspire 2\" data-superlative=\"Best versatile filmmaker's tool\" data-imagegroup=\"{"alt":"dji-inspire-2-cocer-1.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"b4353ec8-ee41-49b9-8854-a8bff3a78507","title":"best-photography-drone-dji-inspire-2-review","filename":"dji-inspire-2-cocer-1.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2020\u002F05\u002F04\u002Fb4353ec8-ee41-49b9-8854-a8bff3a78507\u002Fdji-inspire-2-cocer-1.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":440754,"width":1600,"height":1068,"dateCreated":{"date":"2020-05-04 13:56:16","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2021-04-05 14:10:13","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"best-photography-drone-dji-inspire-2-review.jpg","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"b4353ec8-ee41-49b9-8854-a8bff3a78507","imageAltText":"dji-inspire-2-cocer-1.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"dji-inspire-2-cocer-1.jpg","imageDateCreated":"2020\u002F05\u002F04","imageWidth":1600,"imageHeight":1068,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FDJI-CP-BX-000166-Inspire-2-Drone\u002Fdp\u002FB01MY2YDW9\u002F?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"3189","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FDJI-CP-BX-000166-Inspire-2-Drone\u002Fdp\u002FB01MY2YDW9\u002F","url":"https:\u002F\u002Fwww.amazon.com\u002FDJI-CP-BX-000166-Inspire-2-Drone\u002Fdp\u002FB01MY2YDW9\u002F?tag=zdnet-buy-button-20"}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a2ddd27c-9cbe-4a49-b649-b31562d10a76\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003EFeatures:\u003C\u002Fstrong\u003E Up to 27-minute flight time |&nbsp;4K60 HDR video and 12.3MP HDR photos | True 360-degree coverage\u003C\u002Fp\u003E\u003Cp\u003EI'm not quite sure how they've done it, but the team at Skydio has managed to pack an incredible sensor and AI package into a platform that retails for just over $1,000. Aimed at the prosumer, this one shouldn't be overlooked for enterprise use, particularly in situations where you need an intelligent follow-along photography drone that tracks a beacon (the drone is also fully flyable via a game controller).&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EIn follow mode, the drone tracks the pocketable beacon and uses a combination of GPS, AI, and user inputs to plan a cinematic path that keeps the lens trained on the moving target. In some impressive test footage, the drone can duck around trees in dense woods to follow an ATV rider, a task that some more expensive systems simply aren't capable of. The drone fits in a small case that belies the effectiveness of its sensor package, which offers stunning 4K60 HDR video and 12.3MP HDR photos. The drone also has six 4K navigation cameras, totaling a whopping 45 megapixels.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EThe Skydio 2+ uses a super-fast NVIDIA Tegra X2 SOC with 256GPU cores capable of 1.3 trillion operations a second. The company calls its hardware a "flying supercomputer."\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:&nbsp;\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EFive kit options based on your needs&nbsp;\u003C\u002Fli\u003E\u003Cli\u003EGreat price for a drone packed full of features&nbsp;\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:&nbsp;\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EKit options rack up cost\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Skydio 2+\" data-superlative=\"Best drone for actions sports photography\" data-imagegroup=\"{"alt":"skydio-2.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"54e9d11e-2e2b-4134-ae77-b80785dea4e1","title":"best-photography-drone-skydio-2-review","filename":"skydio-2.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2020\u002F05\u002F04\u002F54e9d11e-2e2b-4134-ae77-b80785dea4e1\u002Fskydio-2.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":428456,"width":1600,"height":1068,"dateCreated":{"date":"2020-05-04 13:56:16","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2021-04-05 14:11:02","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"best-photography-drone-skydio-2-review.jpg","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"54e9d11e-2e2b-4134-ae77-b80785dea4e1","imageAltText":"skydio-2.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"skydio-2.jpg","imageDateCreated":"2020\u002F05\u002F04","imageWidth":1600,"imageHeight":1068,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Skydio","offerPrice":"1099","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fshop.skydio.com\u002Fproducts\u002Fskydio-2-plus?kit=Starter","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"fd91fba2-fc4a-41d8-983c-90e79c8e999b\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003EFeatures: \u003C\u002Fstrong\u003E19 groups of sensors | 40-minute flight time | 6K camera\u003C\u002Fp\u003E\u003Cp\u003EThis stunningly capable, image- and cinema-focused drone is a great alternative to DJI products. Like the Skydio, the Evo II Pro can track your location and speed of targets simultaneously, predict their trajectory accurately, and track them continuously. It's a foldable, nimble platform, especially considering the sensors it has onboard.\u003C\u002Fp\u003E\u003Cp\u003EWith the Evo II Pro's 19 groups of sensors, including 12 visual sensors, the main camera, ultrasound, IMUs and other sensors that enable the building of three-dimensional maps and path planning in real time, it is clear that image is at the center of what this drone does so well. Supporting video resolutions up to 6K with greater dynamic range and stronger noise reduction, the EVO II Pro uses Sony's latest generation of supersensitive CMOS sensors to achieve impressive low-light photographs. With adjustable ISO and aperture settings, this is a photographer's dream with some unexpected tricks, including hyper-lapse photography in 6K and supported 4K HDR recording in rich detail.\u003C\u002Fp\u003E\u003Cp\u003EWith a fly time of 40 minutes reaching speeds of 45mph, this nimble, stowable unit is a great travel companion and an ideal tool for action photography.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:&nbsp;\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E6K camera delivers stunning pictures and detailed 120fps videos\u003C\u002Fli\u003E\u003Cli\u003ETons of sensors for great quality photos and videos&nbsp;\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:&nbsp;\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ERemote doesn't provide as precise control as other options\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Autel Evo II Pro\" data-superlative=\"Best portable drone\" data-imagegroup=\"{"alt":"h920.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Autel","imageData":{"id":"188493db-ea49-48c0-9763-17223da1ed94","title":"autel-evo-ii-pro-6k-folding-drone-01","filename":"autel-evo-ii-pro-6k-folding-drone-01.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2021\u002F11\u002F19\u002F188493db-ea49-48c0-9763-17223da1ed94\u002Fautel-evo-ii-pro-6k-folding-drone-01.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":600099,"width":1600,"height":900,"dateCreated":{"date":"2021-11-19 20:48:15","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2021-11-19 20:48:22","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Autel","alt":"autel-evo-ii-pro-6k-folding-drone-01.jpg","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"188493db-ea49-48c0-9763-17223da1ed94","imageAltText":"h920.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Autel","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"autel-evo-ii-pro-6k-folding-drone-01.jpg","imageDateCreated":"2021\u002F11\u002F19","imageWidth":1600,"imageHeight":900,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Autel\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Fautel-robotics-evo-ii-pro-6k-professional-drone-black-orange%2F6409620.p%3FskuId%3D6409620&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=[subid_value]","offerMerchant":"Best Buy","offerPrice":"1799.99","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fautel-robotics-evo-ii-pro-6k-professional-drone-black-orange\u002F6409620.p?skuId=6409620","url":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Fautel-robotics-evo-ii-pro-6k-professional-drone-black-orange%2F6409620.p%3FskuId%3D6409620&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=[subid_value]"}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"40c22a7a-5464-4beb-95a3-266912834a57\" data-edition=\"us\" data-description=\"\u003Cp\u003EOur pick for the best photography drone is the DJI Mavic 3, since it's a robust, powerful quadcopter. However, any of the options on this list are quality photography drones; it just depends on what you want\u002Fneed and what features are a priority for you.&nbsp;\u003C\u002Fp\u003E\u003Ctable\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EPhotography drone\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EPrice\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EFeatures\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EDJI Mavic 3\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E$2,049\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cul\u003E\u003Cli\u003E46-minute flight time\u003C\u002Fli\u003E\u003Cli\u003E24mm-equivalent lightweight lens\u003C\u002Fli\u003E\u003Cli\u003E5.1K\u002F50fps or 4K\u002F120fps videos\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EDJI Inspire 2\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E$3,189\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cul\u003E\u003Cli\u003E1-inch sensor, 20MP sensor\u003C\u002Fli\u003E\u003Cli\u003EDedicated FPV camera\u003C\u002Fli\u003E\u003Cli\u003E16 pounds\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003ESkydio 2+\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E$1,099\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cul\u003E\u003Cli\u003EUp to 27-minute flight time&nbsp;\u003C\u002Fli\u003E\u003Cli\u003E4K60 HDR video and 12.3MP HDR photos&nbsp;\u003C\u002Fli\u003E\u003Cli\u003ETrue 360-degree coverage\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EAutel Evo II Pro\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E$1,799\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cul\u003E\u003Cli\u003E19 groups of sensors\u003C\u002Fli\u003E\u003Cli\u003E40-minute fly time&nbsp;\u003C\u002Fli\u003E\u003Cli\u003E6K camera\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\" data-hed=\"What is the best drone for photography?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a144a606-6629-4e3e-a7dd-02810aa67643\" data-edition=\"us\" data-description=\"\u003Cp\u003EWhile top-end drones do come with feature sets and stacks that some professionals require, many enterprises might do just fine with a prosumer or even consumer model. Benchmarks like payload size are top-line indicators in guiding selection, but beyond that, it will surprise many enterprise customers just how feature-rich the technology and controls stack is for drones that cost less than $5,000, and in some cases less than $1,000. \u003C\u002Fp\u003E\u003Cp\u003EThe good news here is that you do have options at every price point, and they're pretty fantastic. Drones are fantastic enterprise tools across a variety of applications. The photography products they produce are stunning, and they're gratifying tools to work with if treated with care.&nbsp; \u003C\u002Fp\u003E\u003Ctable data-title="5x2 Table"\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EChoose this photography drone... \t\t\t\t \t\t\t\t\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EIf you want...\u003C\u002Fstrong\u003E \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EDJI Mavic 3 \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EThe best overall option \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EDJI Inspire 2\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EA versatile tool for filmmakers&nbsp; \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003ESkydio 2+ \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EA drone for action sports photography \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EAutel Evo II Pro \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EA portable size drone \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\" data-hed=\"Which photography drone is right for you?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"23c1d977-0566-4461-8dd7-16f0a65f7364\" data-edition=\"us\" data-description=\"\u003Cp\u003EOur methodology involved a mix of hands-on reviews and detailed discussions with video and photography professionals. We tried to take a broad sampling of the drones available, and this list represents a mix of price points, use cases, and capabilities.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"How did we choose these photography drones?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"7868e69a-5691-4d10-a584-9070d612e922\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe first thing to consider should always be intended use, and if that happens to be capturing pristine video and stills, you'll want to pay attention to more than the camera. The fact is, every camera system on this list is lightyears ahead of the technology we were raving about five years ago -- you really can't go wrong. But that's not the end of the story when it comes to professional photography and video. The onboard image processor and baked-in file transfer and storage tools can make or break assets in a workflow. DJI's Inspire 2 can transfer images at up to 1,000Mbps, which can be a deadline-saving feature in a tight turnaround.\u003C\u002Fp\u003E\u003Cp\u003EAlso consider where the drone will be flying and, crucially, in what conditions. Every drone manufacturer raves about ruggedness, but if you happen to be doing jobs in dirty, wet conditions, keep an eye out for real weather and dust resistance, which DJI excels at, and for&nbsp;superlative hardware like the Alta 8.\u003C\u002Fp\u003E\u003Cp\u003EThen again, if your jobs happen to require run-and-gun style shooting or, say, keeping pace with a mountain biker, your priorities are going to shift to smaller, nimbler models that prioritize autonomous flight via follow modes. One great example is the Skydio 2+.\u003C\u002Fp\u003E\" data-hed=\"What features should you look for in a photography drone?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"2056351f-84cf-46a3-8a20-79548d098e14\" data-edition=\"us\" data-description=\"\u003Cp\u003EYes. Drone photography is in high demand globally. More photographers are buying a drone and getting their FAA certification, and they're adding aerial photography to their list of skills.\u003C\u002Fp\u003E\" data-hed=\"Is drone photography in demand?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"d1becfdd-587e-403b-87c9-dabcdac6b547\" data-edition=\"us\" data-description=\"\u003Cp\u003EFlying a drone is legal in the US, but it's in your best interest to research the local drone laws before traveling to another country. You should always be compliant with drone regulations before operating a drone.\u003C\u002Fp\u003E\u003Cp\u003EA presidential bill signed in 2017 requires recreational drone pilots in the US to register their drones&nbsp;\u003Ca href="https:\u002F\u002Fregistermyuas.faa.gov\u002F" target="_blank"\u003Ehere with the FAA\u003C\u002Fa\u003E&nbsp;if it weighs between 0.55 pounds and 55 pounds.&nbsp;\u003Ca href="https:\u002F\u002Fwww.faa.gov\u002Flicenses_certificates\u002Faircraft_certification\u002Faircraft_registry\u002FUA\u002F" target="_blank"\u003ECommercial pilots\u003C\u002Fa\u003E&nbsp;must follow a&nbsp;\u003Ca href="https:\u002F\u002Fwww.faa.gov\u002Fnews\u002Fupdates\u002F?newsId=86305" target="_blank"\u003Edifferent set of FAA regulations\u003C\u002Fa\u003E. If you plan to sell media captured with your drone, or if you are paid to fly a drone, you are a commercial pilot.\u003C\u002Fp\u003E\u003Cp\u003EYou only need permission to fly a recreational drone in the US if you plan to use it in&nbsp;\u003Ca href="https:\u002F\u002Fwww.faa.gov\u002Fuas\u002Fwhere_to_fly\u002Fairspace_restrictions\u002F" target="_blank"\u003Erestricted airspace\u003C\u002Fa\u003E. The FAA recommends that you check and follow all local ordinances before flying over private property.\u003C\u002Fp\u003E\" data-hed=\"Is drone photography legal?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"6139ec23-c0b5-4a39-9c44-4059999c7cb6\" data-edition=\"us\" data-description=\"\u003Cp\u003ELike we mentioned above, there are different rules for different drone uses. If you're just flying a drone for fun, you don't need to have any sort of special permit or license to use it. But if you plan to use it for real estate or wedding photography or other commercial situations, you'll need to apply for a Remote Pilot Certificate (also known as a Part 107 license). You'll have to renew your certification every two years if you plan to continue&nbsp;to use a drone for commercial photography and video.\u003C\u002Fp\u003E\" data-hed=\"Do I need a license for drone photography?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a69a32a1-4793-49fb-8a4d-38609423e8df\" data-edition=\"us\" data-description=\"\u003Cp\u003EThat would be my pick for the best portable drone, the Autel Evo II Pro. It features a smaller, portable design that's better for taking it with you to different venues for ceremonies, cocktail hours, and receptions. With a fly time of 40 minutes, it&nbsp;can capture overhead photos and videos of key moments, and the 6K image resolution lets you capture incredible details.\u003C\u002Fp\u003E\" data-hed=\"What drone is best for wedding photography?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8b235ac9-f925-4695-83e9-cb0c7db469df\" data-edition=\"us\" data-description=\"\u003Cp\u003EHere are a few other options to look into:\u003C\u002Fp\u003E\" data-hed=\"Are there alternative photography drones to consider? \" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"9427fc19-6535-47f7-9c0d-b97d76dda021\" data-edition=\"us\" data-hed=\"DJI Air 2S\" data-imagegroup=\"{"alt":"dji-air-2s.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"DJI","imageData":{"id":"988e2db8-846c-47a1-9a5e-2d6146ef285f","filename":"dji-air-2s.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F05\u002F10\u002F988e2db8-846c-47a1-9a5e-2d6146ef285f\u002Fdji-air-2s.jpg","dateCreated":{"date":"2022-05-10 17:58:40","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"988e2db8-846c-47a1-9a5e-2d6146ef285f","imageFilename":"dji-air-2s.jpg","imageDateCreated":"2022\u002F05\u002F10"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"DJI\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB08Z3DYBMC\" data-offerprice=\"999\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB08Z3DYBMC?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{"uuid":"478a8d7c-c2ce-4c56-9abc-1f12ac2073ef","slug":"dji-air-2s-aircraft","name":"DJI Air 2S - Aircraft","productType":"PRODUCT","updateType":"EZMONEY","mod":1652205393901,"displayDate":"Tue May 10 2022 13:56:33 GMT-0400 (Eastern Daylight Time)"}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"bf45db54-35c8-498d-b1ae-326f3876eb02\" data-edition=\"us\" data-hed=\"DJI Mini 2\" data-imagegroup=\"{"alt":"","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"8cfbde8a-6a8b-4489-8d94-6e2223f86bf4","filename":"dji-mini-2.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F05\u002F10\u002F8cfbde8a-6a8b-4489-8d94-6e2223f86bf4\u002Fdji-mini-2.jpg","dateCreated":{"date":"2022-05-10 17:58:58","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"8cfbde8a-6a8b-4489-8d94-6e2223f86bf4","imageFilename":"dji-mini-2.jpg","imageDateCreated":"2022\u002F05\u002F10"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB08JGYF5W1\" data-offerprice=\"449\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB08JGYF5W1?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{"uuid":"67c1e1e2-599f-461d-bc75-5a7e522112c7","slug":"dji-mavic-mini-2-drone","name":"DJI Mavic Mini 2 - drone","productType":"PRODUCT","updateType":"EZMONEY","mod":1652205421033,"displayDate":"Tue May 10 2022 13:57:01 GMT-0400 (Eastern Daylight Time)"}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"12922153-5c9c-495e-a36a-5dbbc9302a9f\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F12922153-5c9c-495e-a36a-5dbbc9302a9f\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-05-30 17:46:00",timezone:"UTC",updated:c,published:c},description:"What is the best photography drone? ZDNet chose the DJI Mavic 3. But we've put together a lineup of aerial hardware stacks to fit a variety of enterprise photography and video use cases.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"a5e9bb15-5c74-47ed-8ef6-907044f93841",image:{id:"a85f9900-23d2-4d65-9a67-2d26d361c01e",filename:"dji-mavic-3-featured4-1300x750.jpg",dateCreated:{created:c,date:"2021-11-19 20:24:42",timezone:"UTC",updated:c,published:c},alt:"matrice-600.jpg",credits:"DJI",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2021\u002F11\u002F19\u002Fa85f9900-23d2-4d65-9a67-2d26d361c01e\u002Fdji-mavic-3-featured4-1300x750.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1300,height:750,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"best-list",hubTopicPathString:"Innovation^AI & Robotics^Robotics",relatedItems:[]},name:b,promoTitle:"The 4 best photography drones: Capture stunning aerial footage",section:b,slug:"best-photography-drone",startYear:c,summary:b,title:"The 4 best photography drones of 2022",topic:{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10666ed8-ec91-11e3-95d2-02911863765e",slug:"hardware",name:"Hardware",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"af36937c-c95c-4bf0-9c02-831f70ad9a0c",slug:"best-lists",name:"Best Lists",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"f1f7db06-c6f9-4e80-8187-60ad48f035a1",slug:"zdnet-recommends",name:"ZDNET Recommends",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"b2be23e0-8175-11e2-9d12-0018fe8a00b0",username:"sbisson",profileUrl:c,email:c,firstName:"Simon",lastName:"Bisson",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"e10a5d19-7f20-47e6-874d-5549bd666fde",filename:"simonbisson.jpg",dateCreated:{created:c,date:"2016-11-21 11:51:18",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2016\u002F11\u002F21\u002Fe10a5d19-7f20-47e6-874d-5549bd666fde\u002Fsimonbisson.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Born on the Channel Island of Jersey, Simon moved to the UK to attend the University of Bath where he studied electrical and electronic engineering. Since then a varied career has included being part of the team building the world's first solid state 30KW HF radio transmitter, writing electromagnetic modelling software for railguns, and testing the first ADSL equipment in the UK. He also built one the UK's first national ISPs, before spending several years developing architectures for large online services for many major brands.\r\n\r\nFor the last decade he's been a freelance writer, specialising in enterprise technologies and development. He works with his wife and writing partner Mary Branscombe from a small house in south west London, or from anywhere there's a WiFi signal and a place for a laptop.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"d2c7d548-80bc-4ac0-bf57-42f92785b3c7\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EOne of my suburban wildlife photograpy subjects, a sparrow perching in bamboo.\u003C\u002Fp\u003E\" data-image-credit=\"Image: Simon Bisson\" data-image-alt-text=\"One of my suburban wildlife photograpy subjects, a sparrow perching in bamboo.\" data-image-filename=\"dsc-1548.jpg\" data-image-date-created=\"2022\u002F06\u002F08\" data-image-width=\"6048\" data-image-height=\"4024\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\"Don't worry about the microphone hanging out the window,\" I told a recent house guest. \"It's just another of my Raspberry Pi projects.\"\u003C\u002Fp\u003E\u003Cp\u003ELiving in one of the greener inner suburbs of London, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fraspberry-pi-4-how-i-built-a-software-defined-radio-system-to-track-passing-planes\u002F\" target=\"_blank\"\u003Ethe planes heading into Heathrow aren't the only flying things\u003C\u002Fa\u003E. Through the worst of the pandemic lockdowns I started a new hobby, documenting the wildlife in the gardens and on the railway cutting behind our home. It's been quite surprising seeing how many different birds and small mammals frequent the large tree and the elderberry thicket at the bottom of the garden, from tiny wrens to the looming presence of the local sparrowhawk.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"020893a7-9e2c-4b47-ba17-7f1337cf2e24\" data-edition=\"us\" data-hed=\"Raspberry Pi 4 Model B\" data-imagegroup=\"{"alt":"rpi4.png","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Image: Raspberry Pi Foundation","imageData":{"id":"629449b7-cba7-48c5-95ce-3f99092a0356","filename":"rpi4.png","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2019\u002F09\u002F06\u002F629449b7-cba7-48c5-95ce-3f99092a0356\u002Frpi4.png","dateCreated":{"date":"2019-09-06 11:29:21","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"629449b7-cba7-48c5-95ce-3f99092a0356","imageFilename":"rpi4.png","imageDateCreated":"2019\u002F09\u002F06"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Image: Raspberry Pi Foundation\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002FRaspberry-Model-2019-Quad-Bluetooth\u002Fdp\u002FB07TC2BK1X?th=1\" data-offerprice=\"192\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002FRaspberry-Model-2019-Quad-Bluetooth\u002Fdp\u002FB07TC2BK1X?th=1&tag=zdnet-buy-button-20\" data-techobjectinfo=\"{}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIt's a lot easier photographing birds in the winter, when the trees and bushes lose their leaves. But there are many more visitors in the summer, with blackbirds and dunnocks nesting in the shrubs and occasional woodpeckers flitting down the railway lines from the wilder commons and the expanses of the Royal Parks to the west. With the office window open as the days warm up, I can hear them tweeting and chirping, squawking and cooing.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"fd14a6c0-e5bd-470a-a436-aac03b9b56ee\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe BirdNET-Pi main screen, showing recently identified birds.\u003C\u002Fp\u003E\" data-image-credit=\"Image: Simon Bisson\" data-image-alt-text=\"The BirdNET-Pi main screen, showing recently identified birds.\" data-image-filename=\"2022-06-08-21-47-01.png\" data-image-date-created=\"2022\u002F06\u002F08\" data-image-width=\"1400\" data-image-height=\"943\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ECould there be another way to spot them? A friend had pointed me at an iOS app from the Cornell Lab of Ornithology. \u003Ca href=\"https:\u002F\u002Fmerlin.allaboutbirds.org\u002F\" target=\"_blank\"\u003EMerlin is a free bird identification tool\u003C\u002Fa\u003E that uses both computer vision and computer audio to identify birds, with models that have been trained by bird watchers and ornithologists all over the world. It's a powerful tool for seeing what might be around when all you can hear is a song somewhere in the trees.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"842267ae-4104-4fca-9ab6-d066f4aa3216\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F842267ae-4104-4fca-9ab6-d066f4aa3216\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe audio model that Merlin uses is its own, using a neural net to identify birds from their sounds, analyzing the spectrogram of their calls. It's a standalone model and can be used even when your phone is offline, although that does limit what it can identify to about 700 mainly North American species. If you want to identify more and in more of the world, then you need to take a look \u003Ca href=\"https:\u002F\u002Fbirdnet.cornell.edu\u002F\" target=\"_blank\"\u003Eat another Cornell project, BirdNET\u003C\u002Fa\u003E, from its K. Lisa Yang Center for Conservation Bioacoustics.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ESEE: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-raspberry-pi-alternative\u002F\" target=\"_blank\"\u003EThe 5 best Raspberry Pi alternatives: Top single board computers\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBirdNET is available for mobile devices too, with regional options to download models for different parts of the world. The algorithm and models are public, and various open-source projects have been working to implement them on different systems, often using a version designed for lower power systems, BirdNET-Lite, using the TFLite Tensorflow packages.\u003C\u002Fp\u003E\u003Cp\u003ETFLite supports many different environments, allowing you to run machine-learning models on surprisingly small devices, including the Raspberry Pi. That's allowed enthusiasts to build an open-source set of tools that turn a Pi into a bird identifying device that's able to sit there 24 hours a day, spotting birds day and night.\u003C\u002Fp\u003E\u003Cp\u003EI had a spare \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"7ca32ac4-84f3-4ace-9e2a-defcaddcb9ab\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FRaspberry-Model-2019-Quad-Bluetooth\u002Fdp\u002FB07TC2BK1X\" data-link-shortcode-text=\"4GB Pi 4 model B\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E that had been running my ADS-B rig before I upgraded to a CM4, so it was already in a ArgonOne SSD case with a 240GB SSD. I'd recommend using an SSD with technologies like BirdNET as they can write a lot of data to a disk, potentially limiting the life of an SD card.\u003C\u002Fp\u003E\u003Cp\u003EIf you want to build a BirdNET system on a Raspberry Pi, there's an easy enough way to get started, with \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fmcguirepr89\u002FBirdNET-Pi\" target=\"_blank\"\u003Ethe BirdNET-Pi project\u003C\u002Fa\u003E. All you need is a recent Raspberry Pi running a 64-bit version of the Bullseye release of Raspberry Pi OS. I set up my system with the latest Raspberry Pi OS Lite release, which is designed for headless systems and removes the UI components.\u003C\u002Fp\u003E\u003Cp\u003EOnce my system was set up, I used the instructions on the BirdNET-Pi GitHub to download and run the installer. It's a simple script that loads the required packages and configures a Python environment for the BirdNET Lite machine-learning models. The system is designed to take a 15-second sound sample every minute or so, analysing it for bird sounds. The only additional hardware needed is a USB sound card and a microphone, as the Pi's audio port doesn't support a microphone.\u003C\u002Fp\u003E\u003Cp\u003EAccess to BirdNET-Pi is through a web browser, with a built-in live view of its log files and a web-based terminal for system administration. Everything is controlled from a simple console, which can even run system updates. The web console uses the Caddy web server, which is an ideal tool for delivering basic web applications from a Pi or similar, without demanding significant resources. I did have one issue here, as the system is configured to use a .local domain out the box. My network uses a full .co.uk domain, so I had to edit the Caddyfile configuration to use my domain before I could get access to the web UI. This was quick enough, using ssh to log onto my Pi and vi to edit the configuration. A quick reboot and I could see the BirdNET-Pi UI.\u003C\u002Fp\u003E\u003Cp\u003EGetting the right microphone for your recording setup is important. My first was a simple USB device that worked well enough to show that the system would work, but unfortunately it was the quality you expect for under £5. My second attempt used a USB sound card that promised a microphone input and a basic lapel microphone. This didn't work, and even though I spent time using the Raspberry Pi ALSA tooling, it was clear that there was something wrong with my hardware.\u003C\u002Fp\u003E\u003Cp\u003EA search on Amazon showed \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"8aeb266c-4880-47e7-9b96-5006c043fd2e\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FUSB-Microphone-Gyvazla-Omnidirectional-Interviews\u002Fdp\u002FB08XQ4XKWF\" data-link-shortcode-text=\"a USB-based lapel microphone rig that looked promising\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, and I ordered it. This proved to be a success, using a USB extension cable to keep the mic's built-in sound card away from interference from the Pi. The microphone lead was thin enough to pass through the closed window frame and long enough for the microphone to dangle in free space.\u003C\u002Fp\u003E\u003Cp\u003EOver a couple of weeks of operation, I found that increasing the sample time to 30 seconds significantly improved accuracy, thanks to a tip from a fellow BirdNET user, and I was also able to change the notification confidence level to reduce the risk of false positives (a passing diesel locomotive sounds rather like a Great Bittern to the BirdNET model!). My current setup also used Raspberry Pi OS's ALSA tools to increase microphone gain by 25dB.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0eee2a69-7d64-4d95-b53c-25a273045cd6\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe Raspberry Pi OS ALSA tools help you get the most from your sound devices.\u003C\u002Fp\u003E\" data-image-credit=\"Image: Simon Bisson\" data-image-alt-text=\"Microphone recording settings in ALSA\" data-image-filename=\"2022-06-08-21-49-01.png\" data-image-date-created=\"2022\u002F06\u002F08\" data-image-width=\"1400\" data-image-height=\"943\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThere's a lot of information in BirdNET-Pi, from graphs showing what birds are most common at what time of day, to lists of everything detected. Other tools give you a live spectrogram, so you can learn to identify what local sounds look like on the screen. Hopefully tools like this will allow us to mark regular false positives so they can be ignored in future, allowing the base model to be updated and shared with other users. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ESEE: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fraspberry-pi-just-made-a-big-change-to-boost-security\u002F\" target=\"_blank\"\u003ERaspberry Pi just made a big change to boost security\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBirdNET-Pi also includes the open-source Apprise notification tools as part of its package of tools. This is an easy-to-configure command-line tool that uses a URL-like structure to construct messages that can be delivered to any one of more than 70 services. I experimented with using it to \"tweet the tweets\", but it sends notifications for every detection, meaning that a noisy flock of feral parrots in the garden can quickly flood a Twitter account.\u003C\u002Fp\u003E\u003Cp\u003EI suspect it will be easier to write my own Twitter client for the package in Python to get the type of more complex and nuanced notifications I want, sending a tweet or similar each first identification of a bird a day. That way there'll be a public record of the birds in my garden that won't be distracting or annoying. The advantage of building my own tool is that I should also be able to add screenshots of the recorded spectrograms to a notification. I'm also planning on adding new identifications to \u003Ca href=\"https:\u002F\u002Fbirda.org\u002F\" target=\"_blank\"\u003Ethe Birda social network\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"a361921f-a54a-4224-8971-b2315dbf3163\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe spectrogram of a small flock of sparrows, nesting in the garden.\u003C\u002Fp\u003E\" data-image-credit=\"Image: Simon Bisson\" data-image-alt-text=\"The spectrogram of a small flock of sparrows, nesting in the garden\" data-image-filename=\"2022-05-25-16-45-15.png\" data-image-date-created=\"2022\u002F06\u002F08\" data-image-width=\"1038\" data-image-height=\"695\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI've already had interesting results, capturing the early morning chirps of a local wren and the call of a dunnock deep in the hedge, even the shrieks of the summer swifts high overhead, and the sound of a passing woodpecker. However, the most interesting identification was one I almost ignored as a false positive. I kept getting late notifications of a tawny owl, which was surprising given I live in an inner suburb of London. I put it down to the siren of a passing police car or ambulance.\u003C\u002Fp\u003E\u003Cp\u003EBut then late one night I was up on our small roof terrace, shutting the doors and windows and bringing the cats in after a warm late May day. And in the distance, there it was, the hoot of an owl, hunting somewhere down the railway lines. There's still plenty out there to surprise me. It'll be fascinating to see what else my growing collection of Pi-based sensors finds for me.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"961fc539-4b3d-40fb-8c43-f23e79066412\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F961fc539-4b3d-40fb-8c43-f23e79066412\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-06-10 12:37:00",timezone:"UTC",updated:c,published:c},description:"Why not use a spare Pi to catalog the birds in your garden, using machine learning to identify them from their songs?",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"dc8d3c70-f26b-40ee-a866-d2562e4698f9",image:{id:"d2c7d548-80bc-4ac0-bf57-42f92785b3c7",filename:"dsc-1548.jpg",dateCreated:{created:c,date:"2022-06-08 21:11:00",timezone:"UTC",updated:c,published:c},alt:"One of my suburban wildlife photograpy subjects, a sparrow perching in bamboo.",credits:"Simon Bisson",caption:"\u003Cp\u003EOne of my suburban wildlife photograpy subjects, a sparrow perching in bamboo.\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F06\u002F08\u002Fd2c7d548-80bc-4ac0-bf57-42f92785b3c7\u002Fdsc-1548.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:6048,height:4024,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"product-promo",hubTopicPathString:"Business^Internet of Things",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-i-used-a-raspberry-pi-to-automate-birdwatching",startYear:c,summary:b,title:"How I used a Raspberry Pi to automate birdwatching",topic:{id:"54795830-f620-4b12-bd83-5740537be838",slug:"internet-of-things",name:"Internet of Things",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"54795830-f620-4b12-bd83-5740537be838",slug:"internet-of-things",name:"Internet of Things",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fb04832-ec91-11e3-95d2-02911863765e",slug:"after-hours",name:"After Hours",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"3503892f-be5f-4159-9e28-179ba0979efa",slug:"edge-computing",name:"Edge Computing",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"54795830-f620-4b12-bd83-5740537be838",slug:"internet-of-things",name:"Internet of Things",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"2a142269-ad72-4347-a8d7-cbab9a2f6346",username:"chris_matyszczyk",profileUrl:c,email:c,firstName:"Chris",lastName:"Matyszczyk",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"dc8b697c-2b0a-4b2d-8ce9-7ff431642a42",filename:"chris-matyszczyk.jpg",dateCreated:{created:c,date:"2022-08-05 15:17:05",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fdc8b697c-2b0a-4b2d-8ce9-7ff431642a42\u002Fchris-matyszczyk.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Chris Matyszczyk is an award-winning creative director who now runs the consultancy Howard Raucous LLC. In 2013, Mediapost named him the Most Influential Person on Madison Avenue. His writing has been published all over the world, most recently on CNET.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"1b58eff3-d7c2-4ee7-818b-fedbd436b951\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Narwal\" data-image-alt-text=\"Narwal Freo robot vacuum on floor cleaning dirt and dust\" data-image-filename=\"narwal-robot-vacuum.jpg\" data-image-date-created=\"2022\u002F11\u002F23\" data-image-width=\"1296\" data-image-height=\"720\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EA confession: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fpeople-get-more-value-out-of-robots-when-theyre-forced-to-use-them-really\u002F\" target=\"_blank\"\u003EI'm not entirely robot-positive\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EI don't have a knee-jerk desperation to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Fhow-to-set-up-motion-triggered-smart-lights-as-an-alexa-routine\u002F\" target=\"_blank\"\u003Ehave my light switches controlled\u003C\u002Fa\u003E by external forces. \u003C\u002Fp\u003E\u003Cp\u003EOther than, you know, electricity. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"3d3fced7-aaf2-4d1e-bad2-5038ae9fb1c1\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F3d3fced7-aaf2-4d1e-bad2-5038ae9fb1c1\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAnd I don't often believe a robot will automatically do something better than a human. In our house, we have a couple of \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"e478c41b-1e30-4996-8faa-8977827320d6\" data-raw-url=\"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-homepod\u002Fhomepod-mini\" data-link-shortcode-text=\"HomePods\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E. They're better at playing music than I am. \u003C\u002Fp\u003E\u003Cp\u003EOther than my twin Siris, however, that was it for the longest time. \u003C\u002Fp\u003E\u003Ch2\u003E First a cat, then a descent into fish\u003Cbr\u003E \u003C\u002Fh2\u003E\u003Cp\u003EFor reasons that still remain murky, I recently weakened and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-just-spent-a-week-with-a-robot-cat-and-my-life-will-never-be-the-same\u002F\" target=\"_blank\"\u003Ea robot cat entered\u003C\u002Fa\u003E. This was an experience akin to plucking one's eyebrows with a corkscrew. Sadly, it was also an experience that hardened my arteries, but softened my ears. \u003C\u002Fp\u003E\u003Cp\u003EOne evening, a PR person of my acquantaince casually wondered whether I'd ever thought of getting a narwhal. \u003C\u002Fp\u003E\u003Cp\u003E\"Why would I want a large prehistoric bison?\" I asked.  \u003C\u002Fp\u003E\u003Cp\u003ENo, I'm not very strong on the natural world. I can barely name a tree, never mind half the animals in the world. And somehow I thought a narwhal was a big, hairy, extinct thing with four legs and two tusks. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fblack-friday-robot-vacuum-deals-november-23-2022\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EBest Black Friday robot vacuum deals\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"It's a unicorn fishy-mammal thing,\" my wife helpfully interrupted. \u003C\u002Fp\u003E\u003Cp\u003E\"Well, you finally let a cat into your house,\" mused the PR man. \"Why wouldn't you let a fish?\" \u003C\u002Fp\u003E\u003Cp\u003EI could tell he was mocking me. I just couldn't tell why. It was then that he revealed we were talking about the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"2f321798-75c5-4637-a580-fa3010db07ab\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FFreo-Washing-Cleaner-Display-Arcuate-Route\u002Fdp\u002FB0B4D99WGK\u002Fref=sr_1_3?crid=1ILZQ3XJ3GODE&keywords=narwal+freo+robot&qid=1669064833&sprefix=Narwal%2Caps%2C126&sr=8-3\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002FFreo-Washing-Cleaner-Display-Arcuate-Route\u002Fdp\u002FB0B4D99WGK\u002Fref=sr_1_3?crid=1ILZQ3XJ3GODE&keywords=narwal+freo+robot&qid=1669064833&sprefix=Narwal%2Caps%2C126&sr=8-3&tag=zdnet-buy-button-20\" data-link-shortcode-text=\"Narwal Freo robot vacuum cleaner\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E. Or, rather, he was. \u003C\u002Fp\u003E\u003Cp\u003E\"Why would I want a robot vacuum cleaner?\" I asked. \u003C\u002Fp\u003E\u003Cp\u003E\"Because it's not made or owned by Amazon,\" he swiftly snorted. \u003C\u002Fp\u003E\u003Cp\u003EAnd so it was that one of these Narwal Freos appeared at my house. Truly, I wasn't moved. My wife and I like to do a lot of our own cleaning. It's therapeutic, so she tells me. \u003C\u002Fp\u003E\u003Cp\u003EIt was reasonable, though, to wonder what people see in these things. I imagined it was just a something that looked like a steroidal hockey puck that wafted about the house, picking up my crumbs and mistargeted bits of proteins and potato chips. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"3c3860d7-d6fd-4480-946e-4cebe69d2b34\" data-edition=\"us\" data-hed=\"Narwal Freo Robot Vacuum\" data-imagegroup=\"{"alt":"Narwal robot vacuum on floor cleaning dirt and dust","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Narwal","imageData":{"id":"1b58eff3-d7c2-4ee7-818b-fedbd436b951","filename":"narwal-robot-vacuum.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F11\u002F23\u002F1b58eff3-d7c2-4ee7-818b-fedbd436b951\u002Fnarwal-robot-vacuum.jpg","dateCreated":{"date":"2022-11-23 20:04:06","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"1b58eff3-d7c2-4ee7-818b-fedbd436b951","imageFilename":"narwal-robot-vacuum.jpg","imageDateCreated":"2022\u002F11\u002F23"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Narwal\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002FFreo-Washing-Cleaner-Display-Arcuate-Route\u002Fdp\u002FB0B4D99WGK\u002Fref=sr_1_3?crid=1ILZQ3XJ3GODE&keywords=narwal+freo+robot&qid=1669064833&sprefix=Narwal%2Caps%2C126&sr=8-3\" data-offerprice=\"1400\" data-offermerchant=\"Amazon\" data-techobjectinfo=\"{}\" data-usemonetization=\"true\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EThe fish with a kennel\u003C\u002Fh2\u003E\u003Cp\u003EUnboxing this thing, however, reveals it has its own little home. It's as if Frank Gehry had designed a kennel for a dachshund. \u003C\u002Fp\u003E\u003Cp\u003EPerhaps the most delightful element, though, were the instructions, which were blessedly simple. All right, they looked a little complex for me, but my wife is a scientist and she told me it was all very simple. \u003C\u002Fp\u003E\u003Cp\u003ENow, for trying to get it to work. I noticed there was a round panel on the top of the kennel. I pushed on it and messages appeared. \u003C\u002Fp\u003E\u003Cp\u003EFor example: \"Error 2006. Water outlet error of the clean water tank. Please check whether there is.\" \u003C\u002Fp\u003E\u003Cp\u003EThis naturally incited the question, \"Whether there is what?\" \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"7755a568-eb47-4ff1-8a4a-81ae3efeedcb\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EUm, OK.\u003C\u002Fp\u003E\" data-image-credit=\"Chris Matyszczyk\u002FZDNET\" data-image-alt-text=\"Narwal Freo Robot Vacuum error message\" data-image-filename=\"narwal-2.jpg\" data-image-date-created=\"2022\u002F11\u002F20\" data-image-width=\"4032\" data-image-height=\"3024\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EStill, I poured in some water, downloaded an app that demanded to know my location, and then pressed a button that was perhaps called \"Play\" or something.\u003C\u002Fp\u003E\u003Cp\u003EThe Arnold Schwarzeneggerpuck emerged and began to waft around the floor. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fhow-to-service-your-robot-vacuum-cleaner\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EHow to service your robot vacuum cleaner\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EI accept this is a fascinating sight. It wanders about, buzzes around, slides along the walls, and generally acts snoopy. \u003C\u002Fp\u003E\u003Cp\u003EIt wasn't prepared, however, for the fact that our living room has little steps. Watching it teeter to the brink and pull itself back just in time was oddly entertaining. \u003C\u002Fp\u003E\u003Cp\u003EBut, wait. It wasn't actually cleaning. I looked down at the app, which offered that it needed to scan my environment and send a map back to its owners overseas. Well, it didn't say all of that, but that was the impression left upon me. \u003C\u002Fp\u003E\u003Cp\u003EWhen it was done, having avoided all the obstacles in its way, it slid back into its kennel. Was I expected to feed it as well as water it? It's hard work, this robot cleaning. \u003C\u002Fp\u003E\u003Ch2\u003EToo fishy for compliments?\u003C\u002Fh2\u003E\u003Cp\u003EI waited a day and then had the courage to ask it to mop. Well, this thing vacuums and mops at the same time. That's something I don't do. Because it's something I can't do. \u003C\u002Fp\u003E\u003Cp\u003EBut is it something I've ever wanted to do? Narwal's representatives tell me I don't have to worry about any of this, as the Freo makes its own decisions about the cleaninliness of the floor and the mop, thereby deciding whether a second mopping is required. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"7d95b132-903b-44ce-94b6-9ae43d46fc32\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F7d95b132-903b-44ce-94b6-9ae43d46fc32\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIt even manages to keep the dry vacuuming and the wet mopping separate for idyllic cleaning. \u003C\u002Fp\u003E\u003Cp\u003EThis machine may excite you to avoid Amazon's data-sucking interference in favor of a Chinese company's data-sucking interference. A company that \u003Ca href=\"https:\u002F\u002Fshop.narwal.com\u002Fpages\u002Fabout-narwal-1\" target=\"_blank\"\u003Eclaims\u003C\u002Fa\u003E: \"We advocate freedom and love.\" As well as: \"Our mission is to help people live freely and passionately.\" \u003C\u002Fp\u003E\u003Cp\u003EYou may think the -- wait, how much? -- $1,400 is so worth it to have a robot buzz around your house and clean, while you put on your headphones and watch White Lotus. \u003C\u002Fp\u003E\u003Cp\u003EI can't say I reached the same conclusion.  \u003C\u002Fp\u003E\u003Cp\u003ECleaning is, indeed, a pain. But I can't help thinking this particular robot -- well, almost all robots -- will end up being high-maintenance. It takes up quite a bit of space, too. \u003C\u002Fp\u003E\u003Cp\u003EI fear there may, one day, be a huge shortage of robot maintenance engineers. \u003C\u002Fp\u003E\u003Cp\u003EAnd what if finally it falls down the steps? It'll sue, right? \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"d9187ff5-288d-4569-8b5e-e4f0aa892d83\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fd9187ff5-288d-4569-8b5e-e4f0aa892d83\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-11-27 12:00:21",timezone:"UTC",updated:c,published:c},description:"This was all a very strange experience, but you may love it.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"2d908087-d410-453e-a872-aeed5750ca92",image:{id:"7755a568-eb47-4ff1-8a4a-81ae3efeedcb",filename:"narwal-2.jpg",dateCreated:{created:c,date:"2022-11-20 00:38:27",timezone:"UTC",updated:c,published:c},alt:"Narwal robot vacuum on floor cleaning dirt and dust",credits:"Narwal",caption:"\u003Cp\u003EUm, OK\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F11\u002F20\u002F7755a568-eb47-4ff1-8a4a-81ae3efeedcb\u002Fnarwal-2.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:4032,height:3024,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"product-promo",hubTopicPathString:"Home & Office^Smart Home",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"a-robot-vacuum-sneaked-into-my-house-it-was-a-little-fishy",startYear:c,summary:b,title:"A robot vacuum sneaked into my house. It was a little fishy",topic:{id:"35466bd1-f8e5-4cca-9c22-561ce4c0af03",slug:"smart-home",name:"Smart Home",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"35466bd1-f8e5-4cca-9c22-561ce4c0af03",slug:"smart-home",name:"Smart Home",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"60832ece-f84e-43d8-a207-9697d20dc673",slug:"kitchen-household",name:"Kitchen & Household",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"ad35bfd1-6bd1-4815-8bd6-f43193d3d32f",username:"me51",profileUrl:c,email:c,firstName:"Greg",lastName:"Nichols",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d29f72d1-47ad-41d7-8bc0-135ec58db813",filename:"greg-nichols.jpg",dateCreated:{created:c,date:"2022-08-05 15:23:04",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd29f72d1-47ad-41d7-8bc0-135ec58db813\u002Fgreg-nichols.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Greg Nichols covers robotics, AI, and AR\u002FVR for ZDNET. A full-time journalist and author, he writes about tech, travel, crime, and the economy for global media outlets and reports from across the U.S., South America, and Asia. He's a co-founder of Truly*Adventurous, a digital media platform that produces original tales of true adventure, and an award-winning author.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EHow can remote workers make their presence known in their organization? How can enterprises overcome the limitations of video conferencing and enable a level of communication and collaboration that approaches on-site interaction? \u003C\u002Fp\u003E\u003Cp\u003ETelepresence robots have been on the scene for the better part of a decade, though as global upheavals reshape work and reorient attitudes toward remote participation, the technology may finally be primed to break out of its niche user base and go mainstream. The timing is fortuitous: The \u003Ca href=\"https:\u002F\u002Fwww.grandviewresearch.com\u002Findustry-analysis\u002Ftelepresence-equipment-market\" target=\"_blank\"\u003Emarket is now mature\u003C\u002Fa\u003E enough that consumers have choices when it comes to feature set and price point. As companies downsize physical locations and revamp their policies toward distributed workforces, telepresence offers both technological benefits and collaboration advantages that will appeal to some employers and workers alike. \u003C\u002Fp\u003E\u003Cp\u003EThe current telepresence lineup reflects the range of use cases and intended end-users out there, including a handful of models designed for specific fields and workflows, as well as others that fit organizations of any size. They were chosen based on a wide survey of this growing product category and by speaking with company representatives and end-users about their experience. \u003C\u002Fp\u003E\u003Cp\u003EThese are our picks for the best telepresence robots out there right now.  \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"36e73cb8-6534-4191-b43f-65da8157e689\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003ESensors: \u003C\u002Fstrong\u003E4K HD Wide angle camera; far field mic and speakers | \u003Cstrong\u003EBattery: \u003C\u002Fstrong\u003E5+ hrs call-time | \u003Cstrong\u003ESize:\u003C\u002Fstrong\u003E 4'8" tall; weighs 20 lbs | \u003Cstrong\u003EFeatures: \u003C\u002Fstrong\u003EAuto-docking; ultra-responsive tilting neck\u003C\u002Fp\u003E\u003Cp\u003EIn the battle for low-cost, truly robotic telepresence, OhmniLabs has been giving rival Double a major run for its money. \u003C\u002Fp\u003E\u003Cp\u003EAt under $2699, the Ohmni Robot weighs just 20 pounds and folds up, meaning you can take it anywhere, but still manages all the functionality you need in a telepresence robot. It features wide-angle, low-latency streaming at HD+ resolution and real-time full-resolution zoom to read whiteboards or see fine details at full UHD 4K detail.\u003C\u002Fp\u003E\u003Cp\u003EA secondary dedicated wide-angle navigation camera lets you see around the base of Ohmni while you're driving, which you can do remotely from just about any standard device. The unit features a bright 10.1-inch screen and integrated Jabra speakerphone for great audio. It doesn't have automatic rising and lowering like Double, but the robot can move its head side to side for natural interactions.\u003C\u002Fp\u003E\u003Cp\u003EOhmniLabs is also thoughtful about who might use the device, which has dual-band Wi-Fi radio with full 2.4GHz + 5GHz support and optimized background scanning and roaming for large spaces. Full 802.1x support means it should be simple to run on business or school networks.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ECost\u003C\u002Fli\u003E\u003Cli\u003ESize\u003C\u002Fli\u003E\u003Cli\u003ENeck articulation\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EDoesn't automatically adjust height\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Ohmni Robot by OhmniLabs\" data-superlative=\"Best budget telepresence\" data-imagegroup=\"{"alt":"ohmni-supercam-black.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"7bfa54aa-fff5-4e0d-a710-99905ba55a54","title":"ohmni-supercam-black","filename":"ohmni-supercam-black.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2020\u002F04\u002F24\u002F7bfa54aa-fff5-4e0d-a710-99905ba55a54\u002Fohmni-supercam-black.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":169221,"width":1600,"height":1068,"dateCreated":{"date":"2020-04-24 15:45:23","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2020-04-24 15:46:51","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"ohmni-supercam-black.jpg","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"7bfa54aa-fff5-4e0d-a710-99905ba55a54","imageAltText":"ohmni-supercam-black.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"ohmni-supercam-black.jpg","imageDateCreated":"2020\u002F04\u002F24","imageWidth":1600,"imageHeight":1068,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Ohmni labs","offerPrice":"2699","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fohmnilabs.com\u002Fproducts\u002Fohmni-telepresence-robot\u002F","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"5cd4a0df-b5e8-4673-b217-2ac8a1dcc921\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003EMics: \u003C\u002Fstrong\u003E6 beamforcing microphones | \u003Cstrong\u003ECameras: \u003C\u002Fstrong\u003ETwo 13MP cameras | \u003Cstrong\u003EBattery: \u003C\u002Fstrong\u003E4hrs (recharges in 2) | \u003Cstrong\u003EHeight: \u003C\u002Fstrong\u003E47" - 60"\u003C\u002Fp\u003E\u003Cp\u003EWhere the Double 2 used a tablet display, Double 3 replaces the iPad with a fully integrated solution using an \u003Ca href="https:\u002F\u002Fwww.anrdoezrs.net\u002Flinks\u002F9041660\u002Ftype\u002Fdlg\u002Fsid\u002Fzd-e645c91c542d45f1979bbd548bc69bf3--\u002Fhttps:\u002F\u002Fwww.nvidia.com\u002Fen-us\u002Fautonomous-machines\u002Fembedded-systems\u002Fjetson-tx2\u002F" target="_blank"\u003ENvidia Jetson TX2 GPU\u003C\u002Fa\u003E, two Intel RealSense depth sensors, two high-resolution cameras, and a beamforming microphone array. In place of the iPad is an integrated screen and new feature sets, including \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Ftopic\u002Fvirtual-reality\u002F" target="_blank"\u003EAR overlays\u003C\u002Fa\u003E, that really step up the functionality and feature set game of the Double.\u003C\u002Fp\u003E\u003Cp\u003ESome of those features include a new click-to-drive interface, obstacle avoidance, and pan\u002Ftilt\u002Fzoom video, all of which contribute to a fully immersive remote experience that's still intuitive to use. Perhaps the biggest functionality upgrade is the addition of mixed reality overlays. \u003C\u002Fp\u003E\u003Cp\u003EIn Double's version of mixed reality, virtual 3D objects are added into the video stream to appear as if they're in the real world. Virtual objects include helpful waypoints to make the video feed more informative during navigation. \u003C\u002Fp\u003E\u003Cp\u003EThe Double 3 with charging dock runs $4,499. If you already have a Double 2, you can upgrade your current device with a Double 3 head for $1,899.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EAdjustable height to suit user\u003C\u002Fli\u003E\u003Cli\u003EGreat sensors\u003C\u002Fli\u003E\u003Cli\u003EEasy to use\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ESpendier than Ohmni\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Double 3 by Double Robotics\" data-superlative=\"Best bang for your buck\" data-imagegroup=\"{"alt":"double-3.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"2bcdcf16-0c17-4902-87c5-eb2c365fe53f","title":"double-3","filename":"double-3.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2020\u002F04\u002F24\u002F2bcdcf16-0c17-4902-87c5-eb2c365fe53f\u002Fdouble-3.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":619621,"width":1600,"height":1068,"dateCreated":{"date":"2020-04-24 15:45:23","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2020-04-24 15:46:51","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"double-3.jpg","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"2bcdcf16-0c17-4902-87c5-eb2c365fe53f","imageAltText":"double-3.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"double-3.jpg","imageDateCreated":"2020\u002F04\u002F24","imageWidth":1600,"imageHeight":1068,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"B&H","offerPrice":"3999","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.bhphotovideo.com\u002Fc\u002Fproduct\u002F1508570-REG\u002Fdouble_robotics_1013_double_2_robot.html","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"28942535-7cd8-459d-adc5-4c23d217a440\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003EVideo: \u003C\u002Fstrong\u003EHD video up to 1080p | \u003Cstrong\u003EConferencing: \u003C\u002Fstrong\u003ECompatible with any standards-based videoconferencing infrastructure | \u003Cstrong\u003ESecurity: \u003C\u002Fstrong\u003EEmbedded enterprise-grade security (including encryption, secure HTTPS management, password protection) | \u003Cstrong\u003EControl interface: \u003C\u002Fstrong\u003EiPad, iPhone, Web browser (Mac & PC)\u003C\u002Fp\u003E\u003Cp\u003EWith the Ava Telepresence robot, remote users easily and safely navigate through large workspaces, event spaces, and retail spaces with an enterprise-grade video conferencing system designed to make interacting with people on-site feel natural.\u003C\u002Fp\u003E\u003Cp\u003EUnlike lower-priced models, the robot features intelligent, autonomous navigation. Remote users simply specify a destination, and Ava automatically moves to the desired location while avoiding obstacles. The technology is slick: The robot utilizes advanced mapping to learn the local environment and create a realistic map of the area, which enables it to navigate at the push of a button. Obstacle avoidance we're used to seeing on autonomous mobile robots in fields like logistics and fulfillment enables Ava to navigate around people and avoid tumbles down the stairs.\u003C\u002Fp\u003E\u003Cp\u003EPerhaps Ava's biggest selling point is its form factor. This is one sleek unit, making it ideal for applications in client-facing offices and sectors like hospitality. \u003C\u002Fp\u003E\u003Cp\u003EIt's also secure. Embedded enterprise-grade security (including encryption, secure HTTPS management, password protection) means Ava is well suited to a corporate IT infrastructure.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EAutonomous\u003C\u002Fli\u003E\u003Cli\u003EInterfaces with multiple conferencing architectures\u003C\u002Fli\u003E\u003Cli\u003EEnterprise unit designed with salesforce and client interaction in mind\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EPricey\u003C\u002Fli\u003E\u003Cli\u003EOverkill for many SMBs and smaller teams\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Ava by Ava Robotics\" data-superlative=\"Best telepresence for high-end corporate settings and hospitality\" data-imagegroup=\"{"alt":"ava-robotics.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"f88b677f-4914-4fc5-b36b-79ffa19b307b","title":"ava-robotics","filename":"ava-robotics.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2020\u002F04\u002F24\u002Ff88b677f-4914-4fc5-b36b-79ffa19b307b\u002Fava-robotics.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":455372,"width":1600,"height":1068,"dateCreated":{"date":"2020-04-24 15:45:23","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2020-04-24 15:46:51","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"ava-robotics.jpg","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"f88b677f-4914-4fc5-b36b-79ffa19b307b","imageAltText":"ava-robotics.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"ava-robotics.jpg","imageDateCreated":"2020\u002F04\u002F24","imageWidth":1600,"imageHeight":1068,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Ava Robotics","offerPrice":"","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.avarobotics.com\u002Ftelepresence","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a6e8c24c-6d61-40eb-a531-baa18a0d7a6f\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003ECamera: \u003C\u002Fstrong\u003EOutput Resolution: 1080p HD, Field of View: 360° | \u003Cstrong\u003EMics: \u003C\u002Fstrong\u003E8 omni-directional beamforming Smart Mics, Audio Pickup Radius: 18' (5.5m)  | \u003Cstrong\u003ESpeaker: \u003C\u002Fstrong\u003EThree built-in speakers for 360° coverage and clear in-room sound | \u003Cstrong\u003EProcessor: \u003C\u002Fstrong\u003EQualcomm® Snapdragon™ 605 processor\u003C\u002Fp\u003E\u003Cp\u003EMeeting Owl is a 360-degree video and audio conferencing system that automatically focuses on the people speaking in the room. It doesn't move, so it's not a robot by most definitions, but its autonomous functionality makes it an excellent and highly affordable tabletop system for individuals and teams that routinely conference and collaborate remotely.\u003C\u002Fp\u003E\u003Cp\u003EEleven-inches tall, Meeting Owl uses an eight microphone array to pick up sound and lock in on the person speaking. Remote viewers on the other end get a panoramic view of all the meeting attendants and a close-up view of the current speaker.\u003C\u002Fp\u003E\u003Cp\u003EThe system comes in original and Pro versions. The Pro version improves on the Meeting Owl's 720p picture and increases audio pickup range from 12 feet to 18 feet, which is especially useful for larger teams or any collaboration utilizing a whiteboard. \u003C\u002Fp\u003E\u003Cp\u003EThe system integrates with all the major video conferencing services so usability is a snap. The Pro version goes for $999.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ESuperior to phone- and computer-based conferencing solutions\u003C\u002Fli\u003E\u003Cli\u003ETracks users and dead simple to operate\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ERequires some setup\u003C\u002Fli\u003E\u003Cli\u003EMay be overkill for those without some team members operating from shared location\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Meeting Owl Pro 360 by Owl Labs\" data-superlative=\"Best desktop video conferencing\" data-imagegroup=\"{"alt":"meeting-owl-pro.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"ce059aca-0609-4fc4-8045-b4e7daad5820","title":"meeting-owl-pro","filename":"meeting-owl-pro.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F04\u002F07\u002Fce059aca-0609-4fc4-8045-b4e7daad5820\u002Fmeeting-owl-pro.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":1487643,"width":2000,"height":2835,"dateCreated":{"date":"2022-04-07 05:09:36","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2022-04-07 05:09:41","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"meeting-owl-pro.jpg","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"ce059aca-0609-4fc4-8045-b4e7daad5820","imageAltText":"meeting-owl-pro.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"meeting-owl-pro.jpg","imageDateCreated":"2022\u002F04\u002F07","imageWidth":2000,"imageHeight":2835,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-techobjectinfo=\"{"uuid":"ce65baf3-877e-4ea9-9baf-da9ae818b655","slug":"owl-labs-meeting-owl-pro","name":"Owl Labs - Meeting Owl Pro","productType":"PRODUCT","updateType":"EZMONEY","mod":1648645388545,"displayDate":"Wed Mar 30 2022 09:03:08 GMT-0400 (Eastern Daylight Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Fowl-labs-meeting-owl-pro%2F6463786.p%3FskuId%3D6463786%26ref%3DNS%26loc%3D101&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=[subid_value]","offerMerchant":"Best Buy","offerPrice":"999","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fowl-labs-meeting-owl-pro\u002F6463786.p?skuId=6463786&ref=NS&loc=101","url":"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Fowl-labs-meeting-owl-pro%2F6463786.p%3FskuId%3D6463786%26ref%3DNS%26loc%3D101&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=[subid_value]"}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"6ce1a51c-8261-47ed-98a2-28d17fe8c59c\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003EPan\u002FTilt: \u003C\u002Fstrong\u003E300° Pan, +\u002F- 45° Tilt | \u003Cstrong\u003ETablet compatibility: \u003C\u002Fstrong\u003EArms fit most tablets with 7-10 inch screens in portrait or landscape | \u003Cstrong\u003EConnectivity: \u003C\u002Fstrong\u003ECompatible with Apple and Android tablets with Bluetooth 4.0+\u003C\u002Fp\u003E\u003Cp\u003EKubi is an inexpensive ($600) robotic docking cradle for tablets that augments the teleconferencing experience you're used to with the addition of movement. \u003C\u002Fp\u003E\u003Cp\u003EDuring video conferencing, the remote participant can steer the cradle to look around a room. "Kubi" means "neck" in Japanese.\u003C\u002Fp\u003E\u003Cp\u003EThat makes it a particularly useful device for team environments where one participant is remote. The remote worker sits at a laptop or desktop but is able to look around the room to engage with speakers, which the device's developers say enhances the interactive experience. \u003C\u002Fp\u003E\u003Cp\u003EAn enhanced audio kit and a secure docking retrofit to keep tablets secured to the base make them good options for educational environments where learners have to beam into larger classroom settings and engage in conversations but won't necessarily have to move around the classroom. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ECompatible with devices you probably have\u003C\u002Fli\u003E\u003Cli\u003EInexpensive compared with other robots on this list\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EQuestionable utility\u003C\u002Fli\u003E\u003Cli\u003EPricey for a dock\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Kubi Classic by Kubi\" data-superlative=\"Best telepresence for education\" data-imagegroup=\"{"alt":"kubi-telepresence-robots-0.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"27dd63da-3d1b-4a03-865d-a6e11ac1fe8c","title":"kubi-telepresence-robots-0","filename":"kubi-telepresence-robots-0.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2020\u002F04\u002F24\u002F27dd63da-3d1b-4a03-865d-a6e11ac1fe8c\u002Fkubi-telepresence-robots-0.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":259830,"width":1600,"height":1068,"dateCreated":{"date":"2020-04-24 15:45:22","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2020-04-24 15:46:51","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"kubi-telepresence-robots-0.jpg","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"27dd63da-3d1b-4a03-865d-a6e11ac1fe8c","imageAltText":"kubi-telepresence-robots-0.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"kubi-telepresence-robots-0.jpg","imageDateCreated":"2020\u002F04\u002F24","imageWidth":1600,"imageHeight":1068,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Kubi","offerPrice":"600","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.kubiconnect.com\u002Fe-commerce\u002Fkubi-classic.html","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"1ff79198-fd60-4ecb-ad03-d1abc6a614dd\" data-edition=\"us\" data-description=\"\u003Cp\u003EOffices are coming around to telepresence solutions for remote workers, and the recent health crisis has put the transition to distributed workforces into hyperdrive. Teachers and school administrators are now also embracing remote learning, which, in the short term, can quell infection rates -- but, in the longterm, may be a way to maximize limited resources while bringing needed services to students.\u003C\u002Fp\u003E\u003Cp\u003EMarkets and Markets \u003Ca href="https:\u002F\u002Fwww.marketsandmarkets.com\u002FMarket-Reports\u002Ftelepresence-robot-market-146812674.html" target="_blank"\u003Eestimated the overall telepresence market will be over $300 million by 2023\u003C\u002Fa\u003E. However, that market research doesn't take into account the rapid adoption of remote work due to \u003Cspan class="shortcode shortcode--inline shortcode--compact shortcode--type-anchorsatellitelink" data-shortcode="cmganchorsatellitelink" data-link-text="COVID-19" data-id="41258d69-8d83-4c9e-b185-f52720ab77c9" data-uuid="41258d69-8d83-4c9e-b185-f52720ab77c9" style="font-size: 14px;"\u003ECOVID-19\u003C\u002Fspan\u003E or the expected long-term effects of the global stay-at-home experiment on attitudes toward remote working. Pivoting out of the pandemic, many companies may embrace a partially distributed workforce, which is a huge opportunity for developers of telepresence and video conferencing systems.\u003C\u002Fp\u003E\u003Cp\u003EFor workers, employers, and IT pros who wish to advocate for telepresence systems, the most important strategy is to tout the collaborative benefits of the technology and to have a plan for implementation. Robots in the workforce carry a longstanding stigma. Coupled with lingering resistance to remote work situations, existing biases on the part of employers or employees could stop the proposed adoption of telepresence dead in its tracks. \u003C\u002Fp\u003E\u003Cp\u003EBut advocating for telepresence as a way of maximizing collaboration and approximating the productive magic that happens in \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fohmni-a-telepresence-robot-for-technophobes\u002F" target="_blank"\u003Eunstructured interactions in hallways and face-to-face chats\u003C\u002Fa\u003E can help mitigate concerns. As can explaining that most telepresence systems are ready-to-go out of the box with intuitive user interfaces. The technology is carefully designed not to need extensive training to use. After all, most humans don't need training to have natural interactions in person.\u003C\u002Fp\u003E\" data-hed=\"How can I advocate for telepresence at work?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8ad7420e-63f0-4c03-b952-67386181d957\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe biggest questions to ask are who might use a telepresence solution and in what settings. If you're just looking to enhance video conferencing without spending big bucks or implementing new processes and protocols, solutions like Meeting Owl or Kubi would be the best places to start.\u003C\u002Fp\u003E\u003Cp\u003EHowever, for those willing to embrace the dynamic features offered by a mobile robot, consider whether your environment is client-facing. A slick robot like Ava makes a great impression, although it comes at a price. \u003C\u002Fp\u003E\u003Cp\u003EFor most SMBs, models from Double or Ohmni are likely to be smart bets. They're relatively inexpensive and provide a seamless user interface. A company can get by with one shared robot to start and easily scale up to meet needs.\u003C\u002Fp\u003E\u003Cp\u003EAfter all, once one remote employee gets a robot doppelgänger, it's likely others will want them as well.\u003C\u002Fp\u003E\" data-hed=\"What should I look for in a telepresence robot?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"cc197d20-529e-4543-bb65-a22ff48614e0\" data-edition=\"us\" data-description=\"\u003Cp\u003EOur methodology comes from a mix of hands on reviews and detailed discussions with unbiased experts in productivity and workplace automation. We tried to take a broad sampling of the technologies available, and this list represents a mix of price points, use cases, and capabilities.\u003C\u002Fp\u003E\u003Ctable\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003ETelepresence robot\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EPrice\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003ECamera\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EBattery\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EOhmni Robot\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E$2,699\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E4K HD Wide angle camera\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E5+ hours\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EDouble 3\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E$4,499\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003ETwo 13MP cameras\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E4 hours\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EAva\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EN\u002FA\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EHD video conferencing up to 1080p \u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E7 hours\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EMeeting Owl Pro 360\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E$999\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EOutput Resolution: 1080p HD, Field of View: 360°\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EPlugs into computer\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EKubi Classic\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E$600\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EFits most tablets with 7-10 inch screens in portrait or landscape\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EN\u002FA\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\" data-hed=\"How did we pick the robots on this list?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"4bf98141-bf8d-4557-9016-5b33dd27ada0\" data-edition=\"us\" data-description=\"\u003Cp\u003EHere are some other products to look into:\u003C\u002Fp\u003E\" data-hed=\"Are there other options to consider?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"c1e378ab-6887-411d-9599-4b82de1c56d7\" data-edition=\"us\" data-hed=\"VGo by Vecna\" data-imagegroup=\"{"alt":"","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"7b920f06-9f29-4cb5-9748-48f520dcb6a1","filename":"vgo-single-small-400x400.png","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2020\u002F04\u002F24\u002F7b920f06-9f29-4cb5-9748-48f520dcb6a1\u002Fvgo-single-small-400x400.png","dateCreated":{"date":"2020-04-24 15:45:25","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"7b920f06-9f29-4cb5-9748-48f520dcb6a1","imageFilename":"vgo-single-small-400x400.png","imageDateCreated":"2020\u002F04\u002F24"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fvecnahealthcare.com\u002Fvgo\u002F\" data-offermerchant=\"Vecna\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"5147b458-0c35-46be-a0ce-176755dd2ac3\" data-edition=\"us\" data-hed=\"Facebook Portal\" data-imagegroup=\"{"alt":"facebook-portal-gg.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Image: Facebook","imageData":{"id":"e0bf4121-0bd6-48bb-92e7-829397210bcd","filename":"facebook-portal-gg.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2020\u002F10\u002F30\u002Fe0bf4121-0bd6-48bb-92e7-829397210bcd\u002Ffacebook-portal-gg.jpg","dateCreated":{"date":"2020-10-30 20:33:12","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"e0bf4121-0bd6-48bb-92e7-829397210bcd","imageFilename":"facebook-portal-gg.jpg","imageDateCreated":"2020\u002F10\u002F30"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Image: Facebook\" data-offerurl=\"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Ffacebook-portal-smart-video-calling-for-the-home-with-10-touch-screen-display-black\u002F6373512.p?skuId=6373512\" data-offerprice=\"180\" data-offermerchant=\"Best Buy\" data-monetizedurl=\"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Ffacebook-portal-smart-video-calling-for-the-home-with-10-touch-screen-display-black\u002F6373512.p?skuId=6373512&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=[subid_value]\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"12922153-5c9c-495e-a36a-5dbbc9302a9f\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F12922153-5c9c-495e-a36a-5dbbc9302a9f\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E \t\u003Cbr\u003E \u003C\u002Fh2\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-03-29 20:56:00",timezone:"UTC",updated:c,published:c},description:"The best telepresence hardware to go beyond video conferencing and make remote work truly collaborative.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"e645c91c-542d-45f1-979b-bd548bc69bf3",image:{id:"0e8edbb3-3795-4593-ae34-17bfbcddaf4f",filename:"ava-open-collaborative-work-environment.jpg",dateCreated:{created:c,date:"2020-04-24 15:41:42",timezone:"UTC",updated:c,published:c},alt:"double-2.jpg",credits:c,caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2020\u002F04\u002F24\u002F0e8edbb3-3795-4593-ae34-17bfbcddaf4f\u002Fava-open-collaborative-work-environment.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1600,height:1068,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"best-list",hubTopicPathString:"Innovation^AI & Robotics^Robotics",relatedItems:[]},name:b,promoTitle:"The 5 best telepresence robots: Super-charge remote work",section:b,slug:"best-telepresence-robot",startYear:c,summary:b,title:"The 5 best telepresence robots of 2022",topic:{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"101e67ea-ec91-11e3-95d2-02911863765e",slug:"collaboration",name:"Collaboration",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"10666ed8-ec91-11e3-95d2-02911863765e",slug:"hardware",name:"Hardware",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"af36937c-c95c-4bf0-9c02-831f70ad9a0c",slug:"best-lists",name:"Best 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15:23:04",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd29f72d1-47ad-41d7-8bc0-135ec58db813\u002Fgreg-nichols.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Greg Nichols covers robotics, AI, and AR\u002FVR for ZDNET. A full-time journalist and author, he writes about tech, travel, crime, and the economy for global media outlets and reports from across the U.S., South America, and Asia. He's a co-founder of Truly*Adventurous, a digital media platform that produces original tales of true adventure, and an award-winning author.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003ESecurity and surveillance is one of the biggest growth areas in the ever-expanding unmanned aerial vehicle (UAV) sector. While it's a relatively recent addition to enterprise toolkits in many industries, the use of drones to provide aerial assessments of activities on the ground is actually a return to form for the technology, which has seen some of its most ambitious development in defense applications.  \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"d8be198d-8bd8-4dd6-a44e-1e959e3270d6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fd8be198d-8bd8-4dd6-a44e-1e959e3270d6\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe reasons are clear. Aerial vehicles can cover vastly more terrain than slower, clumsier ground-based surveillance systems -- which is why they've been a key component of military and law enforcement applications for decades. But drones, which are smaller, cheaper, and more efficient than manned-aircraft like helicopters, have very quickly democratized access to aerial security and surveillance and opened up the skies to companies of all sizes across sectors. \u003C\u002Fp\u003E\u003Cp\u003EThe current lineup of security drones reflects the variety of use cases out there, from fixed-wing models that can cover large areas quickly to nimble quadcopters that scan confined perimeters and elaborate structures with a variety of sensing and monitoring equipment. They were selected to provide a practical, best-in-class list based on feedback from users in relevant industries and to be a representative cross-section of specializations in a fast-growing sector. \u003C\u002Fp\u003E\u003Cp\u003EHere are our picks for the best security and surveillance drone systems available. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"74607a8f-d2b2-4c81-ba29-542ca16028ea\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003EPhysical Interface:&nbsp;\u003C\u002Fstrong\u003EA standard power outlet (100-240V); standard LAN and WAN ports. |&nbsp;\u003Cstrong\u003ECommunication:&nbsp;\u003C\u002Fstrong\u003EEncrypted radio communication (LTE for backup optional)&nbsp;|&nbsp;\u003Cstrong\u003EEasy Guard:\u003C\u002Fstrong\u003E&nbsp;Mobile, rugged, and self-sustaining base station that charges the Drone (35-45 minutes for a full charging cycle) and provides comprehensive weather protection&nbsp;| \u003Cstrong\u003EPayload Options:&nbsp;\u003C\u002Fstrong\u003EMultiple HD and thermal cameras, sensor, lights, comms, lidar, and electronic payload options depending on drone model\u003C\u002Fp\u003E\u003Cp\u003EWant a surveillance and security drone that was used at the Super Bowl to monitor crowds and has been selected and deployed by the Miami PD? Easy Aerial's Smart Aerial Monitoring Systems (SAMS &amp; SAMS-T) are mobile, durable, and fully autonomous drone-in-a-box solutions, making it our top pick. The system can be operated completely remotely, which helps the tech stand out in a crowded field.\u003C\u002Fp\u003E\u003Cp\u003EDesigned specifically for perimeter security, the system consists of a lightweight falcon quadcopter with a fly time of about 50 minutes, a durable self-sustaining ground station that charges the Falcon while keeping it safe from the elements, and a proprietary fleet manager and communication system. Systems have been successfully sold in the US, Europe, Israel, Thailand, Japan, and Central Africa.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EModular\u003C\u002Fli\u003E\u003Cli\u003ECustomizable\u003C\u002Fli\u003E\u003Cli\u003EMilitary grade\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ESpecialty use (first responder, defense)\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Easy Aerial SAMS\" data-superlative=\"Best surveillance drone overall\" data-imagegroup=\"{"alt":"easy-aerial.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"f5aea06c-22a9-40b8-948d-d3b3f460178e","title":"Easy Aerial SAMS","filename":"easy-aerial-sams-best-surveillance-drone.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F05\u002F20\u002Ff5aea06c-22a9-40b8-948d-d3b3f460178e\u002Feasy-aerial-sams-best-surveillance-drone.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":462174,"width":1296,"height":729,"dateCreated":{"date":"2022-05-20 20:36:07","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2022-05-20 20:36:10","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"Easy Aerial SAMS","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"f5aea06c-22a9-40b8-948d-d3b3f460178e","imageAltText":"easy-aerial.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"easy-aerial-sams-best-surveillance-drone.jpg","imageDateCreated":"2022\u002F05\u002F20","imageWidth":1296,"imageHeight":729,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Easy Aerial","offerPrice":"","monetizationStatus":"on","rawUrl":"https:\u002F\u002Feasyaerial.com\u002F#how-to-buy","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"eb2db5f7-7a52-4d2e-b694-ed98ea5ace59\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003ESensors:&nbsp;\u003C\u002Fstrong\u003EHD visible camera with high zoom capabilities and a high-precision thermal camera&nbsp;|&nbsp;\u003Cstrong\u003EFlight speed:\u003C\u002Fstrong\u003E&nbsp;14 mps \u002F 50 km\u002Fh&nbsp;|&nbsp;\u003Cstrong\u003EConnected base:&nbsp;\u003C\u002Fstrong\u003E80 x 67 x 43 in \u002F2.00 x 1.70 x 1.10 m\u003C\u002Fp\u003E\u003Cp\u003ESkeyetech by Azur Drones makes an alluring promise: It requires no pilot training for security guards and no preexisting flying skills. The drone is deployable in less than 30 seconds and everything from takeoff and landing to path-planning is handled automatically. Security teams follow automatic missions or order live missions via Azur's integrated Video Management System, which provides real-time HD video to security HQ.\u003C\u002Fp\u003E\u003Cp\u003EOne advantage of a completely autonomous operation? It can be utilized for 24\u002F7 deployments. Like many enterprise security drones, a base recharges and protects the drone between missions. The drone is also equipped with a pyrotechnic recovery system and an ultra-performing geo-caging system for aerial safety.\u003C\u002Fp\u003E\u003Cp\u003EPros:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ENight vision optimized\u003C\u002Fli\u003E\u003Cli\u003EAutonomous 24\u002F7 deployments\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003ECons:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EHighly capable but pricey\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Skeyetech by Azur Drones\" data-superlative=\"Best "no training required" surveillance drone\" data-imagegroup=\"{"alt":"Skeyetech-drone","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Hand-out","imageData":{"id":"7cb1ffbd-4581-4c46-9038-a8453566c21b","title":"Skeyetech by Azur Drones","filename":"skeyetech-by-azur-drones-best-surveillance-drone.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F05\u002F20\u002F7cb1ffbd-4581-4c46-9038-a8453566c21b\u002Fskeyetech-by-azur-drones-best-surveillance-drone.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":381756,"width":1296,"height":729,"dateCreated":{"date":"2022-05-20 20:36:19","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2022-05-20 20:36:22","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"Skeyetech by Azur Drones","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"7cb1ffbd-4581-4c46-9038-a8453566c21b","imageAltText":"Skeyetech-drone","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Hand-out","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"skeyetech-by-azur-drones-best-surveillance-drone.jpg","imageDateCreated":"2022\u002F05\u002F20","imageWidth":1296,"imageHeight":729,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Hand-out\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Azur Drones","offerPrice":"","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.azurdrones.com\u002Fproduct\u002Fskeyetech\u002F","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"2d8492e7-18ea-4083-a2f3-979e99630239\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003EWind resistance:&nbsp;\u003C\u002Fstrong\u003E25 knots and rain of 3 mm\u002Fhr |&nbsp;\u003Cstrong\u003ERange:&nbsp;\u003C\u002Fstrong\u003E100 kilometres beyond sight at speeds up to 90 km\u002Fh&nbsp;|&nbsp;\u003Cstrong\u003EPayload:\u003C\u002Fstrong\u003E&nbsp;Medical cargo with strict cold-chain requirements or a high zoom RGB and thermal camera system\u003C\u002Fp\u003E\u003Cp\u003EA winged drone that can take off and land vertically? Inspired by sci-fi&nbsp;\u003Ca href="https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FThunderbirds_machines" target="_blank"\u003EThunderbird\u003C\u002Fa\u003E&nbsp;aircraft, the Avy Aera 3 VTOL Drone isn't explicitly a surveillance tool, but situational awareness certainly falls into its brief. The Drone has been used for everything from wildlife protection to medical deliveries. Unlike quadcopters, winged drones have a substantially longer range and are more energy efficient. But quadcopters are much more nimble than winged drones. Avy combines the best of both worlds.\u003C\u002Fp\u003E\u003Cp\u003EThe Aera VTOL is self-flying and designed to hold a payload. Key to the newest version's improvements were the aerodynamic development, composite design of the airframe, and an upgraded propulsion system, resulting in a more weather resistant and efficient aircraft. In-house avionics have led to further improvements in integration, efficiency and redundancy. That could mean deliveries of medical supplies, but it could also mean a sensor suite, making it useful for a number of security and recon applications. Powered by&nbsp;\u003Ca href="https:\u002F\u002Fauterion.com\u002F" target="_blank"\u003EAuterion\u003C\u002Fa\u003E, a drone management infrastructure, it's capable of third-party integrations, making it a fantastic base to build on.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EVTOL ease with the speed of a fixed wing\u003C\u002Fli\u003E\u003Cli\u003EWeather resistance\u003C\u002Fli\u003E\u003Cli\u003EIncreased range\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ESpecialty applications, especially medical\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Avy Aera 3 VTOL Drone\" data-superlative=\"Best multi-modal surveillance drone\" data-imagegroup=\"{"alt":"avi-aero.png","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Avy","imageData":{"id":"ea4693c2-58d4-46a0-bb68-3a358cc96ad5","title":"Avy Aera 3 VTOL Drone","filename":"avy-aera-3-vtol-drone-best-surveillance-drone.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F05\u002F20\u002Fea4693c2-58d4-46a0-bb68-3a358cc96ad5\u002Favy-aera-3-vtol-drone-best-surveillance-drone.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":222676,"width":1296,"height":729,"dateCreated":{"date":"2022-05-20 20:36:31","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2022-05-20 20:36:34","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"Avy Aera 3 VTOL Drone","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"ea4693c2-58d4-46a0-bb68-3a358cc96ad5","imageAltText":"avi-aero.png","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Avy","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"avy-aera-3-vtol-drone-best-surveillance-drone.jpg","imageDateCreated":"2022\u002F05\u002F20","imageWidth":1296,"imageHeight":729,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Avy\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Avy","offerPrice":"","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.avy.eu\u002F","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"f0e51329-cefa-40d7-942a-05dca66b276b\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003ECharger:&nbsp;\u003C\u002Fstrong\u003EOne md4-3000 flight battery and charger for maximum flight endurance&nbsp;|&nbsp;\u003Cstrong\u003EMagless nav:&nbsp;\u003C\u002Fstrong\u003EDrone navigation is more robust and less subject to magnetic field interference with no need for magnetometer during flight&nbsp;|&nbsp;\u003Cstrong\u003ETriblade copter:\u003C\u002Fstrong\u003E&nbsp;Increased flight performance for high altitude projects with three blade prop integration.\u003C\u002Fp\u003E\u003Cp\u003EMicrodrones has a unique payload proposition: Lidar. Three years in the making, the company has integrated its heavy lifting MD4-3000 drone with a Riegl miniVUX-1DL and a SONY RX1R II camera for rapidly producing colorized pointclouds. Surveying, land development, infrastructure inspection, environmental monitoring, precision agriculture, and public safety are done more efficiently and effectively with the help of Microdrones solutions. If your aim is to inspect large infrastructure projects, Microdrones offers one of the most powerful toolkits on the market.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ESurveying\u003C\u002Fli\u003E\u003Cli\u003ERobust navigation\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ENot best for visible spectrum surveillance\u003C\u002Fli\u003E\u003Cli\u003EData-focused\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Microdrones MD4-3000\" data-superlative=\"Best lidar-equipped surveillance drone\" data-imagegroup=\"{"alt":"microdrones.png","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"f6a16c1a-aa55-43ab-8a42-c8fc4f747b25","title":"Microdrones MD4-3000","filename":"microdrones-md4-3000-best-surveillance-drone.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F05\u002F20\u002Ff6a16c1a-aa55-43ab-8a42-c8fc4f747b25\u002Fmicrodrones-md4-3000-best-surveillance-drone.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":393019,"width":1296,"height":729,"dateCreated":{"date":"2022-05-20 20:36:44","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2022-05-20 20:36:47","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"Microdrones MD4-3000","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"f6a16c1a-aa55-43ab-8a42-c8fc4f747b25","imageAltText":"microdrones.png","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"microdrones-md4-3000-best-surveillance-drone.jpg","imageDateCreated":"2022\u002F05\u002F20","imageWidth":1296,"imageHeight":729,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Micro Drones","offerPrice":"","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.microdrones.com\u002Fen\u002Fintegrated-systems\u002F","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"59010f4c-324a-4cc4-9933-bb1115ee1bc0\" data-edition=\"us\" data-description=\"\u003Cp\u003E\u003Cstrong\u003EDrone:&nbsp;\u003C\u002Fstrong\u003EDJI Phantom 4 RTK|&nbsp;\u003Cstrong\u003ECoverage:&nbsp;\u003C\u002Fstrong\u003E150 acres per flight (60 hectares), 500 acres per map (200 hectares)&nbsp;|&nbsp;\u003Cstrong\u003EFlight time:\u003C\u002Fstrong\u003E&nbsp;Approx. 30 minutes (single battery)&nbsp;|&nbsp;\u003Cstrong\u003EWeight:&nbsp;\u003C\u002Fstrong\u003E1391g (3.06lb)\u003C\u002Fp\u003E\u003Cp\u003EKespry's value proposition is a drop-dead simple drone technology stack that makes inspection and inventory management a snap. The S2's rated 30 minute flight time makes security applications limited, but the technology stack incorporates complete site modeling via lidar and thermal sensors and offers powerful analytics for industries like insurance. Add to that tablet-based path planning and features like automatic takeoff and landing and this is truly a push-button solution for a variety of aerial inspection applications.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPros:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ESimplicity\u003C\u002Fli\u003E\u003Cli\u003EiPad based\u003C\u002Fli\u003E\u003Cli\u003ESupport\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003ECons:\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ESubscription-based\u003C\u002Fli\u003E\u003C\u002Ful\u003E\" data-hed=\"Kespry 2S\" data-superlative=\"Best surveillance drone for inspection and inventory management\" data-imagegroup=\"{"alt":"kespry-drone-2-0-5.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"39a059a4-cb9b-4d85-aa6b-ad1f5a9080c0","title":"Kespry 2S","filename":"kespry-2s-best-surveillance-drone.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F05\u002F20\u002F39a059a4-cb9b-4d85-aa6b-ad1f5a9080c0\u002Fkespry-2s-best-surveillance-drone.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":651275,"width":1296,"height":729,"dateCreated":{"date":"2022-05-20 20:36:58","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2022-05-20 20:37:01","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"Kespry 2S","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"39a059a4-cb9b-4d85-aa6b-ad1f5a9080c0","imageAltText":"kespry-drone-2-0-5.jpg","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"kespry-2s-best-surveillance-drone.jpg","imageDateCreated":"2022\u002F05\u002F20","imageWidth":1296,"imageHeight":729,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"","offerMerchant":"Kespry","offerPrice":"","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.kespry.com\u002Fhow-it-works\u002F","url":""}]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"dc3fa3ff-d815-4e7d-be96-ebe832bfe74e\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe best surveillance drone is the Easy Aerial SAMS since it can be operated completely remotely and is designed specifically for perimeter security. \u003C\u002Fp\u003E\u003Ctable data-title="6x2 Table"\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003ESurveillance drone\u003C\u002Fstrong\u003E \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EStandout features\u003C\u002Fstrong\u003E \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EEasy Aerial SAMS \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\t\t\t\t\u003Cul\u003E\u003Cli\u003EPhysical interface: Standard power outlet (100-240V); standard LAN and WAN ports\u003C\u002Fli\u003E\u003Cli\u003ECommunication: Encrypted radio communication (LTE for backup optional)\u003C\u002Fli\u003E\u003Cli\u003EPayload options: Multiple HD and thermal cameras, sensor, lights, comms, lidar, and electronic payload options depending on model\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003ESkeyetech by Azur Drones \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\t\t\t\t\u003Cul\u003E\u003Cli\u003ESensors: HD visible camera with high zoom capabilities and a high-precision thermal camera&nbsp;\u003C\u002Fli\u003E\u003Cli\u003EFlight speed: 14 mps \u002F 50 km\u002Fh\u003C\u002Fli\u003E\u003Cli\u003EConnected base: 80 x 67 x 43 in \u002F2.00 x 1.70 x 1.10 m\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EAvy Aera 3 VTOL Drone \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\t\t\t\t\u003Cul\u003E\u003Cli\u003EWind resistance: 25 knots and rain of 3 mm\u002Fhr\u003C\u002Fli\u003E\u003Cli\u003ERange: 100 kilometers beyond sight at speeds up to 90 km\u002Fh\u003C\u002Fli\u003E\u003Cli\u003EPayload: Medical cargo with strict cold-chain requirements or a high zoom RGB and thermal camera system\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EMicrodrones MD4-3000 \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\t\t\t\t\u003Cul\u003E\u003Cli\u003ECharger: One md4-3000 flight battery and charger for maximum flight endurance&nbsp;\u003C\u002Fli\u003E\u003Cli\u003EMagless nav: Drone navigation is more robust and less subject to magnetic field interference with no need for magnetometer during flight&nbsp;\u003C\u002Fli\u003E\u003Cli\u003ETriblade copter: Increased flight performance for high altitude projects with three blade prop integration\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EKespry 2S \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\t\t\t\t\u003Cul\u003E\u003Cli\u003EDrone: DJI Phantom 4RTK\u003C\u002Fli\u003E\u003Cli\u003ECoverage: 150 acres per flight, 500 acres per map&nbsp;\u003C\u002Fli\u003E\u003Cli\u003EFlight time: Approx. 30 minutes (single battery)\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\" data-hed=\"What is the best surveillance drone?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"178c12b1-407b-4fd3-af58-b41df1ffc1eb\" data-edition=\"us\" data-description=\"\u003Cp\u003EWhen it comes down to it, the best surveillance drone for you will be based on your preferences. Pay attention to what features are most important to you as well as to the price point you're willing to spend.&nbsp; \u003C\u002Fp\u003E\u003Ctable data-title="6x2 Table"\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EChoose this surveillance drone...\u003C\u002Fstrong\u003E \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003E\u003Cstrong\u003EIf you want...\u003C\u002Fstrong\u003E \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EEasy Aerial SAMS \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EThe best overall option \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003ESkeyetech by Azur Drones \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EA drone that doesn't require pilot training or preexisting flying skills \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EAvy Aera 3 VTOL Drone \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EA multi-model drone that can take off and land vertically \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EMicrodrones MD4-3000 \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EA drone that is equipped with lidar \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cp\u003EKespry 2S \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\u003Cp\u003EA drone made for inspection and inventory management \t\t\t\t \t\t\t\t\u003C\u002Fp\u003E\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\" data-hed=\"Which surveillance drone is right for you?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a2d87633-b9ad-45ff-bed8-016f1edaff4d\" data-edition=\"us\" data-description=\"\u003Cp\u003EIn order to compile this list we consulted with industry experts in the security and defense markets, as well as representatives from top brands. Part of the challenge was accommodating a variety of use cases and markets. As such, this is not a comprehensive list, but represents the best of the best from a range of uses.\u003C\u002Fp\u003E\" data-hed=\"How did we choose these surveillance drones?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"f4549371-c003-4ba9-b38b-cf957faa5e08\" data-edition=\"us\" data-description=\"\u003Cp\u003EDrones are being used in a wide variety of security applications, from surveilling perimeters and conducting 24\u002F7 surveillance of huge sectors to responding to alarms and conducting initial assessments. But there are a few things prospective enterprise drone customers need to know.\u003C\u002Fp\u003E\u003Cp\u003EFirst among these is that commercial drones, including both piloted and autonomous drones and those used in security capacities, are subject to strict FAA regulations. In the US, drone services companies and enterprise customers have been frustrated by a stringent regulatory environment that restricts many kinds of non-recreational drone use. The FAA has made overtures toward loosening drone use in enterprise settings with its&nbsp;\u003Ca href="https:\u002F\u002Fwww.faa.gov\u002Fuas\u002Fprograms_partnerships\u002Fintegration_pilot_program\u002F"\u003EUnmanned Aircraft System (UAS) Integration Pilot Program\u003C\u002Fa\u003E, but it could be years before there's a practical framework for commercial drone activity over populated areas.\u003C\u002Fp\u003E\u003Cp\u003EThe deployment of small unmanned aircraft is restricted under the&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-register-your-drone-its-the-law-again\u002F"\u003EFAA's Rule 107\u003C\u002Fa\u003E. Currently, small drones must stay within line of sight of an operator and can only fly over people without \u003Cstrong\u003E[&lt;--Should this "with"?]\u003C\u002Fstrong\u003E their express consent, factors that make it all but impossible to scale delivery anywhere&nbsp;\u003Ca href="https:\u002F\u002Fwww.google.com\u002Furl?sa=t&amp;rct=j&amp;q=&amp;esrc=s&amp;source=web&amp;cd=1&amp;cad=rja&amp;uact=8&amp;ved=2ahUKEwiDgIfR2Y_gAhXH-lQKHZrqA28QFjAAegQIAxAB&amp;url=https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgolf-course-drone-delivery-avoids-sand-trap-of-american-uav-rules\u002F&amp;usg=AOvVaw0IhUgDR8YQ-0hQgmp8xy7n"\u003Eother than niche environments like golf courses\u003C\u002Fa\u003E. Waivers are available in some cases, but the regulatory environment has severely restricted commercial drone use in the US, including in security.\u003C\u002Fp\u003E\u003Cp\u003E"The FAA is under a lot of pressure to solve these problems and get ahead of the curve with drones," Tyler Collins, VP of Airspace Services for&nbsp;\u003Ca href="https:\u002F\u002Fwww.precisionhawk.com\u002F" target="_blank"\u003EPrecisionHawk Unmanned Systems Innovation\u003C\u002Fa\u003E, a commercial UAV company, told ZDNet. "There's a need to expand the current regulatory environment of what's allowed with UAVs, and the question the FAA is working to answer now is how we ensure that we're going to do that safely as hundreds of thousands of these things start to take flight."\u003C\u002Fp\u003E\u003Cp\u003ENevertheless, there are many environments and use cases where security drones can safely and legally be deployed. These include infrastructure and pipeline projects in access-controlled sites, mining operations, golf courses, and other venues where consent forms can be collected, and a variety of other industries like insurance, disaster response, wildlife management, and fire mitigation, for which the FAA has been inclined to grant waivers or the current regulation leaves enough room for pilots to operate.\u003C\u002Fp\u003E\" data-hed=\"What is happening in the drone security market?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"b18ea4e1-b87d-47bf-962a-2f29c4d3e728\" data-edition=\"us\" data-description=\"\u003Cp\u003EIn making the drone selections above, we considered a number of these use cases, as well as several factors related to who will be deploying the drones and how they will be used. One of the most popular developments in security drones is the so-called drone-in-a-box concept, in which a portable, weather-resistant base and recharging station also operates as a drone garage, of sorts. Systems like this tend to be rapidly deployable and offer automated takeoff and landing functionality, making them particularly suitable to sites where on-call 24\u002F7 security is required.\u003C\u002Fp\u003E\u003Cp\u003EOn the other end of the spectrum, fixed-wing drones are capable of covering vast distances and typically have significantly longer flying times per charge than multi-rotor vertical takeoff and landing (VTOL) drones. The drones sacrifice the agility necessary for many inspections and close-quarters applications, but for wildlife management and fire mitigation, a fixed-wing drone can come in handy. We included the Avy Aera, which adds VTOL capabilities to a fixed-wing drone because it does a great job of offering the best of both worlds.\u003C\u002Fp\u003E\u003Cp\u003EPerhaps the most important consideration for prospective enterprise drone customers is sensor package. Will the UAV operate during daylight hours and cover relatively open terrain? If so, a simple visual spectrum camera may be sufficient for surveillance needs, and something as simple as DJI Mavic 2 is recommended. But specialized use cases required more sophisticated equipment.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EThermal sensing helps identify body heat from humans and animals even when there's dense ground cover or other vegetation, making it essential in wilderness applications or if drones fly after dark. Lidar, with its high-fidelity point clouds, is great for monitoring infrastructure for project progress or structural integrity. Ultrasonic sensors also have been deployed successfully on UAV.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EAnother consideration is whether your company plans to consider an investment in security drones a capital expense or whether a drone-as-a-service model offers more flexibility. In a bid to spur market interest and penetration, most enterprise drone companies have some DaaS options.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EA final consideration is the level of autonomy desired. Many drones come with some form of obstacle avoidance and automated features such as pilot-free takeoff and landing. Some drone systems, such as Kespry's, do away with joysticks altogether and allow pilots to manage flight plans and choose routes entirely via tablet-based interfaces, which extends the reach of drones beyond highly skilled pilots.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EA&nbsp;word of warning related to data security: Because unmanned aircraft often conduct video surveillance of sensitive locations, it's important to protect data via encryption and to ensure that valuable company assets aren't unwittingly being shared with suppliers or left vulnerable. Any reputable company offering enterprise drones will take security seriously, and the drones on our list are no exception.\u003C\u002Fp\u003E\" data-hed=\"What to look for when evaluating drones?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"fe710cb4-1137-4141-996d-faf262cba543\" data-edition=\"us\" data-description=\"\u003Cp\u003EHere are a few other options to look into:\u003C\u002Fp\u003E\" data-hed=\"Are there alternative surveillance drones to consider?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"9bd4557e-4e77-429a-9343-73b46e48c006\" data-edition=\"us\" data-hed=\"DEERC D15 GPS Drone\" data-imagegroup=\"{"alt":"DEERC D15 GPS Drone","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"DEERC","imageData":{"id":"ff8473f3-7a8a-4116-9726-cc2f8abf0104","filename":"deerc-d15-gps-drone.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F05\u002F19\u002Fff8473f3-7a8a-4116-9726-cc2f8abf0104\u002Fdeerc-d15-gps-drone.jpg","dateCreated":{"date":"2022-05-19 19:42:26","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"ff8473f3-7a8a-4116-9726-cc2f8abf0104","imageFilename":"deerc-d15-gps-drone.jpg","imageDateCreated":"2022\u002F05\u002F19"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"DEERC\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB08DNTNY5D\" data-offerprice=\"239.99\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB08DNTNY5D?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"3ff32af0-1fc5-48df-b54f-84609ae007d1\" data-edition=\"us\" data-hed=\"Yuneec Q500 YUNQ4KUS-R90 4K Typhoon Quadcopter Drone\" data-imagegroup=\"{"alt":"Yuneec Q500 YUNQ4KUS-R90 4K Typhoon Quadcopter Drone","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Amazon","imageData":{"id":"ce0e82e0-893c-4ee9-b2b3-bda85bdfe2e3","filename":"surveillance-drone.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fhub\u002Fi\u002F2022\u002F05\u002F19\u002Fce0e82e0-893c-4ee9-b2b3-bda85bdfe2e3\u002Fsurveillance-drone.jpg","dateCreated":{"date":"2022-05-19 19:43:25","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"ce0e82e0-893c-4ee9-b2b3-bda85bdfe2e3","imageFilename":"surveillance-drone.jpg","imageDateCreated":"2022\u002F05\u002F19"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Amazon\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB00ZH45ZXG\" data-offerprice=\"484.99\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB00ZH45ZXG?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E \t\u003Cbr\u003E \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"12922153-5c9c-495e-a36a-5dbbc9302a9f\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F12922153-5c9c-495e-a36a-5dbbc9302a9f\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-05-20 20:39:00",timezone:"UTC",updated:c,published:c},description:"What is the best surveillance drone? ZDNet chose Easy Aerial SAMS. We've broken down the top picks for the best aerial hardware and technology for keeping an eye on operations, individuals, and valued assets from above.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"ceb8e836-5e53-4017-aa3e-0861c55ee29a",image:{id:"acf9ce89-b749-476f-8a8f-336fc30d6eea",filename:"best-surveillance-drone.jpg",dateCreated:{created:c,date:"2022-05-20 20:38:37",timezone:"UTC",updated:c,published:c},alt:"easy-aerial.jpg",credits:c,caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F05\u002F20\u002Facf9ce89-b749-476f-8a8f-336fc30d6eea\u002Fbest-surveillance-drone.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1296,height:729,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"best-list",hubTopicPathString:"Innovation^AI & Robotics",relatedItems:[]},name:b,promoTitle:"The 5 best surveillance drones: Next-level inspection UAVs",section:b,slug:"best-surveillance-drone",startYear:c,summary:b,title:"The 5 best surveillance drones of 2022",topic:{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10666ed8-ec91-11e3-95d2-02911863765e",slug:"hardware",name:"Hardware",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"8c929584-9fc8-40e3-9a88-e9a8469a2b11",slug:"delivery-drones",name:"Delivery Drones",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"af36937c-c95c-4bf0-9c02-831f70ad9a0c",slug:"best-lists",name:"Best Lists",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"f1f7db06-c6f9-4e80-8187-60ad48f035a1",slug:"zdnet-recommends",name:"ZDNET Recommends",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"ad35bfd1-6bd1-4815-8bd6-f43193d3d32f",username:"me51",profileUrl:c,email:c,firstName:"Greg",lastName:"Nichols",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d29f72d1-47ad-41d7-8bc0-135ec58db813",filename:"greg-nichols.jpg",dateCreated:{created:c,date:"2022-08-05 15:23:04",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd29f72d1-47ad-41d7-8bc0-135ec58db813\u002Fgreg-nichols.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Greg Nichols covers robotics, AI, and AR\u002FVR for ZDNET. A full-time journalist and author, he writes about tech, travel, crime, and the economy for global media outlets and reports from across the U.S., South America, and Asia. He's a co-founder of Truly*Adventurous, a digital media platform that produces original tales of true adventure, and an award-winning author.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"dda38d8e-662d-4703-a0ed-8ca5922c5903\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EAmerican Robotics Scout drone ready for deployment.\u003C\u002Fp\u003E\" data-image-credit=\"American Robotics\" data-image-alt-text=\"ar-scout.jpg\" data-image-filename=\"ar-scout.jpg\" data-image-date-created=\"2022\u002F01\u002F23\" data-image-width=\"3500\" data-image-height=\"1975\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"d8be198d-8bd8-4dd6-a44e-1e959e3270d6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fd8be198d-8bd8-4dd6-a44e-1e959e3270d6\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe commercial \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Ftopic\u002Frobotics\u002F\" target=\"_blank\"\u003Edrone industry\u003C\u002Fa\u003E is expected to grow at a compound annual growth rate of \u003Ca href=\"https:\u002F\u002Fwww.grandviewresearch.com\u002Findustry-analysis\u002Fglobal-commercial-drones-market\"\u003E57% from 2021 to 2028\u003C\u002Fa\u003E as a result of the need for better data and analytics that only drones provide. In order for drones to reach their full potential, drone developers must work with the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fif-you-fly-a-drone-you-need-to-read-this-now\u002F\" target=\"_blank\"\u003EFederal Aviation Administration (FAA)\u003C\u002Fa\u003E to manufacture devices that can safely and successfully operate under Aviation Rulemaking Committee (ARC) and FAA guidelines. \u003C\u002Fp\u003E\u003Cp\u003EThat's the clarion call of \u003Ca href=\"https:\u002F\u002Fwww.american-robotics.com\u002F\"\u003EAmerican Robotics\u003C\u002Fa\u003E, the first company approved by the FAA to operate automated drones without humans on-site, which was recently selected to participate on the FAA's Unmanned Aircraft Systems (UAS) Beyond-Visual-Line-of-Sight (BVLOS) Aviation Rulemaking Committee (ARC) to advance BLOVS \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwatch-these-autonomous-drones-zip-through-the-woods\u002F\" target=\"_blank\"\u003Edrone\u003C\u002Fa\u003E operations. In the eyes of co-founder and CEO Reese Mozer, the FAA's approach to BLOVS flight for commercial drones will dictate the state of the drone industry for years to come, and it's up to the industry to do all it can to work in lockstep with the regulator. \u003C\u002Fp\u003E\u003Cp\u003EI sat down with Mozer about why the drone sector needs to work with the FAA and what that means for the future of drone delivery and other BVLOS applications.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Cem\u003EGN: What's the FAA's current policy on BVLOS, and what are the FAA's primary concerns when it comes to BVLOS?\u003C\u002Fem\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Cem\u003EReese Mozer:\u003C\u002Fem\u003E\u003C\u002Fstrong\u003E The FAA's mission and responsibility is the safety of the National Airspace System (NAS), including people and property in both the skies and on the ground. Prior to American Robotics 2021 waiver and exemption, no company had demonstrated to the FAA safe operation without human visual observers (VOs) on-site. The reasons for this are numerous and complex and are both technological and cultural. The short explanation is that humans have been a constant presence during flight for the past hundred years, and ultimately, the primary failsafe if anything goes wrong. Shifting more of this responsibility to software and hardware required a series of technology innovations to be developed, tested, and adequately communicated to regulators at the FAA.\u003C\u002Fp\u003E\u003Cp\u003EFor the past five years, American Robotics has been developing a suite of proprietary technologies explicitly designed to produce the industry-leading solution for safe automated flight. We designed these technologies in concert with a low-risk Concept of Operations (CONOPS) and conducted extensive testing and evaluation as part of a long-term regulatory strategy to prove our system's safety. \u003C\u002Fp\u003E\u003Cp\u003EFor example, the Scout System incorporates multiple novel risk mitigations, including proprietary detect-and-avoid (DAA) sensors and algorithms, advanced automated system diagnostics and failsafes, automated pre-flight checks, and automated flight path management. If anything were to deviate from the expected, safe operation plan, our drone systems take immediate action to correct, such as altering flight course and returning to the base station. By developing a layered, redundant system of safety that includes these proprietary technical and operational risk mitigations, we have proven that its drone-based aerial intelligence platform operates safely in the NAS, even when it conducts flights beyond-visual-line-of-sight (BVLOS) of both the operator as well as any humans on-site.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Cem\u003EGN: How do you hope the rulemaking will change through the BVLOS ARC?\u003C\u002Fem\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Cem\u003EReese Mozer:\u003C\u002Fem\u003E\u003C\u002Fstrong\u003E Our hope is that the recommendations from the BVLOS ARC will encourage the FAA to more expeditiously authorize expanded BVLOS operations on a national scale, allowing industry to meet the significant demand for automated drone-based inspection. American Robotics and others in the industry have successfully demonstrated that drones can be operated to a very high threshold of safety in the national airspace and can perform missions that are vital to society without endangering other users of the airspace or the general public. Existing regulatory pathways such as waivers and exemptions typically lack the efficiency and speed desired by industry and are often cost-prohibitive for many smaller companies to obtain. Similarly, existing Type Certification (TC) processes were designed to ensure the safety of manned aircraft operations, and applying the existing processes to drones is generally not effective due to the many sizes, technology, and risk differences between drones and manned aircraft. Within the BVLOS ARC, the drone industry has proposed streamlined means of certifying drone technology and assessing the real-world risks that BVLOS operations of drones pose. New rulemaking based on these proposals would enable expanded BVLOS operations in a safe and scalable manner while ensuring the safety of all operators within the NAS. It should be noted; however, the FAA's stated timeline for implementing such rulemaking is 3-5 years. Thus, the existing path of waivers and exemptions taken by American Robotics is likely to persist until then.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Cem\u003EGN: Why will BVLOS take drones to a new dimension? Why is this such a critical milestone?\u003C\u002Fem\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Cem\u003EReese Mozer: \u003C\u002Fem\u003E\u003C\u002Fstrong\u003E\"True\" BVLOS, i.e. that where neither pilot nor visual observers (VO) are required, is critical to unlocking the full potential of the commercial drone market. The economics behind paying for a VO or pilot on the ground to continuously monitor a drone flight simply does not make sense and have significantly hampered commercial users' ability to justify building out a drone program. It's important to remember that flying a drone once or twice a year has little to no value for the vast majority of commercial use cases. Typically, to see the benefits of drone-based data collection, flights need to be conducted multiple times per day, everyday, indefinitely. This frequency allows drones to cover enough area, survey at the proper resolution, and detect problems when they occur. Today, the average hourly rate of hiring a drone pilot in the U.S. is about $150 and can get as high as $500\u002Fhour. Thus, overcoming the human costs associated with commercial drone use has been one of the biggest hindrances to the market and has impacted the viability and implementation of this technology on a mass scale. \u003C\u002Fp\u003E\u003Cp\u003EAmerican Robotics' leadership in expanding automated BVLOS operations represents a critical inflection point in the aviation, drone, and data worlds. As the first company to become approved by the FAA to operate in this manner, we have set the stage for the next generation of commercial drones. Autonomous operations enable the real-time digitization of physical assets and allow users in industrial markets to transform their monitoring, inspection, and maintenance operations. This technology represents the key to a new generation of industrial data that will bring about increased cost-efficiency, operational safety, and environmental sustainability. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Cem\u003EGN: What sectors are automated BVLOS particularly important to? Can you give some examples of how those sectors plan to use BVLOS?\u003C\u002Fem\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Cem\u003EReese Mozer: \u003C\u002Fem\u003E\u003C\u002Fstrong\u003EAutomated operations, which are enabled by \"true\" BVLOS authorization, are required for 90% of the commercial drone market. An easy way to think about it is any use case that requires frequent inspection over the same area likely requires automated BVLOS to be practical. Example sectors include Oil & Gas, Bulk Materials & Mining, Rail, and Agriculture. Each has significant demands in terms of image resolution and frequency that can only be provided by automated BVLOS flight.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EOil & Gas\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cp\u003EThere are over 900,000 well pads and 500,000 miles of pipeline in the United States. Every inch of those assets needs to be continually monitored for defects and leaks to assure safety and reduce GHG emissions properly. Automated BVLOS operation is critical to enabling drones to perform these tasks on a regular basis properly. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EStockpiles & Mining\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cp\u003ECurrent stockpile and mining inspections involve teams that manually estimate volumetrics, either with hand-held cameras or the naked eye, typically resulting in low-accuracy data. These incorrect measurements put a strain on operations and drastically reduced our visibility and control over the bulk materials supply chain. With automated BVLOS, we can generate a hyper-accurate volumetric analysis of stockpiles and mines every day, reducing the likelihood of global supply chain disruptions across a variety of industries.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"8867d9ab-45cb-47ab-b141-7401ebaaf954\" data-edition=\"us\" data-hed=\"ZDNet Recommends: DJI Mavic 3 -- Best drone for 2022\" data-imagegroup=\"{"alt":"DJI Mavic 3","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"fc6c4e95-cce8-44e1-9ffc-95a104c56caf","filename":"2021-11-08-19-22-04.jpg","path":"https:\u002F\u002Fimage-resizer.prod.zdnet.com\u002Fi\u002F2021\u002F11\u002F08\u002Ffc6c4e95-cce8-44e1-9ffc-95a104c56caf\u002F2021-11-08-19-22-04.jpg","dateCreated":{"date":"2021-11-08 19:24:18","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"fc6c4e95-cce8-44e1-9ffc-95a104c56caf","imageFilename":"2021-11-08-19-22-04.jpg","imageDateCreated":"2021\u002F11\u002F08"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fadorama.rfvk.net\u002Fc\u002F159047\u002F29622\u002F1036?prodsku=US%20%20%201469684&u=https%3A%2F%2Fwww.adorama.com%2FUS%20%20%201469684.html&intsrc=CATF_230&subId1=zd-285d05873a16459183f29dada861dda8-dtp\" data-offerprice=\"429\" data-offermerchant=\"Adorama\" data-techobjectinfo=\"{}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cem\u003ERail\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cp\u003EOver 140,000 miles of rail track in the United States require regular monitoring and inspection to assure safety. Common track defects include tie skew, tie clearance, and track impediments. Automated BVLOS allows for the scalable implementation of drones across the nation's rail infrastructure, helping to reduce the odds of a train derailment and increasing the uptime of train systems. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EAgriculture \u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cp\u003ETo sustain the growing population, the world needs to produce 70% more food by 2050. At the same time, the average age of a farmer in the United States is 59 and growing, with fewer new entrants to the agricultural labor force each year. The result of these socio-economic factors is a requirement of increased technology and automation on the farm. There are over 900 million acres of farmland in the United States, and automated BVLOS operation is the only scalable way to monitor these acres by drone routinely.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Cem\u003EGN: Have developers been eager or reticent to work with the FAA? What should manufacturers be doing to help pave the way?\u003C\u002Fem\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003E\u003Cem\u003EReese Mozer: \u003C\u002Fem\u003E\u003C\u002Fstrong\u003EThe relationship between industry and the FAA has been evolving for the past 10 years. Early on, each party was very foreign to the other, with the drone industry being born from Silicon Valley-esque hacker roots and the FAA acting as the 100-year arbiter of manned flight. As a result, many developers either weren't eager or didn't understand how to work with the FAA in the early years of the drone industry. Recently, there have been significant and promising changes, but some still persist in that hesitant or unfamiliar mindset. I think an important fact for manufacturers to remember is that the FAA's job is not to innovate, and it never will be. Their responsibility is to evaluate aviation technologies to assure the safety of the national airspace. If the industry wants to do something new, it is on our shoulders to develop, test, and prove that technology to our regulators.  \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"27b1c99c-306c-4079-bbdd-e15f4018cf06\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F27b1c99c-306c-4079-bbdd-e15f4018cf06\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-01-25 12:00:02",timezone:"UTC",updated:c,published:c},description:"The next couple of years of rulemaking will impact the drone sector potentially for generations. It's a good time for developers to get collaborative.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"de315e48-b0da-4ff8-aea9-dd10c080ee0f",image:{id:"dda38d8e-662d-4703-a0ed-8ca5922c5903",filename:"ar-scout.jpg",dateCreated:{created:c,date:"2022-01-23 17:11:56",timezone:"UTC",updated:c,published:c},alt:"ar-scout.jpg",credits:"American Robotics",caption:"\u003Cp\u003EAmerican Robotics Scout drone ready for deployment.\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F01\u002F23\u002Fdda38d8e-662d-4703-a0ed-8ca5922c5903\u002Far-scout.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:3500,height:1975,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"product-promo",hubTopicPathString:"Innovation^AI & Robotics^Robotics",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"hey-drone-industry-time-to-work-with-the-faa",startYear:c,summary:b,title:"Hey drone industry: Quit griping, it's time to work with the FAA",topic:{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10666ed8-ec91-11e3-95d2-02911863765e",slug:"hardware",name:"Hardware",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"10d0341c-ec91-11e3-95d2-02911863765e",slug:"mobility",name:"Mobility",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"4bbd52b3-12fc-4183-9f2a-1274944fbf8d",slug:"digital-transformation",name:"Digital Transformation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0d8cfdbe-8176-11e2-9d12-0018fe8a00b0",username:"eileen.yu",profileUrl:c,email:c,firstName:"Eileen",lastName:"Yu",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"2dd68a59-269a-4024-8e9e-8d4f16fbc2d2",filename:"eileen-yu.jpg",dateCreated:{created:c,date:"2022-08-13 06:39:20",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F13\u002F2dd68a59-269a-4024-8e9e-8d4f16fbc2d2\u002Feileen-yu.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Currently an independent business tech journalist and panel moderator based in Singapore, Eileen Yu has over 20 years of industry experience with various publications including ZDNET, IDG, and Singapore Press Holdings. \r\n\r\nShe covers industry developments in Singapore and other Asian markets, with special focus on China, and aims to drive discussions around cybersecurity, data, and government policies.\r\n\r\nEileen majored in Journalism at The University of Queensland, Australia, where she wrote an honours thesis titled: To Censor or Not: The Great Singapore Dilemma.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003ESingtel Group will pump another $100 million into its investment arm, Innov8, in a bid to nurture startups with technologies that are aligned with the telco's own focus. The funds also will expand its investment portfolio across regional and global markets, including Southeast Asia and Australia.  \u003C\u002Fp\u003E\u003Cp\u003EThe latest funds injection pushes the Singapore carrier's total capital in Innov8 to $350 million, which was first set up in 2010. The VC arm since had invested in more than 95 startups, including 35 exits, of which four were unicorns, Singtel said in a statement Tuesday. \u003C\u002Fp\u003E\u003Cp\u003EIt added that Innov8 invested in startups that were in line with the group's businesses spanning \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsingtel-claims-95-standalone-5g-coverage-eyes-enterprise-uptake\u002F\" target=\"_blank\"\u003E5G\u003C\u002Fa\u003E, artificial intelligence (AI), \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsustainability\u002Fsingtel-splashes-1-5b-to-redevelop-headquarters-for-sustainable-workspaces\u002F\" target=\"_blank\"\u003Esustainability\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsingapore-to-offer-dedicated-accelerator-for-cybersecurity-startups\u002F\" target=\"_blank\"\u003Ecybersecurity\u003C\u002Fa\u003E, digital economy, and other emerging technologies. \u003C\u002Fp\u003E\u003Cp\u003EThe additional $100 million also would go towards expanding the investment arm's portfolio in Southeast Asia, China, Israel, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fnetworking\u002Fsingtel-gives-optus-more-autonomy-to-run-enterprise-unit\u002F\" target=\"_blank\"\u003EAustralia\u003C\u002Fa\u003E, and the US, Singtel said. \u003C\u002Fp\u003E\u003Cp\u003EInnov8 CEO Edgar Hardless noted that it invested in both early- and growth-stage startups. He added that founders backed by the  VC arm would have access to as well as collaborate with Singtel's business units across its global network. \u003C\u002Fp\u003E\u003Cp\u003ESingtel Group CEO and Innov8 Chairh Yuen Kuan Moon said: \"This capital infusion is meant for identifying and growing innovative startups with new technologies and capabilities that are synergistic and in lockstep with \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fncs-looks-beyond-government-singapore-for-transformation-growth\u002F\" target=\"_blank\"\u003ESingtel's strategic reset\u003C\u002Fa\u003E, to drive greater \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fnetworking\u002Fsingtel-gives-optus-more-autonomy-to-run-enterprise-unit\u002F\" target=\"_blank\"\u003Eimprovements in our core operations\u003C\u002Fa\u003E, accelerate our new growth engines, and place us at the forefront of new and fast-evolving areas.\u003C\u002Fp\u003E\u003Cp\u003E\"As we sharpen our business focus, we will recycle our assets and capital into selected growth areas, reshaping our portfolio to better serve our stakeholders and build momentum for the longer term,\" Yuen said. \u003C\u002Fp\u003E\u003Cp\u003EAccording to Singtel, Innov8's investment portfolio has included unicorns Arista, Ruckus, Jasper, and Shape, as well as US-based security rating platform BitSight, Israeli-based identity threat protection vendor Silverfort, and Singapore's AI-powered chatbot developer Wiz.ai. \u003C\u002Fp\u003E\u003Ch3\u003ERELATED COVERAGE\u003C\u002Fh3\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsingapore-unveils-acceleration-programme-for-startups-eyeing-sweden\u002F\" target=\"_blank\"\u003ESingapore unveils acceleration programme for startups eyeing Sweden\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsingapore-startups-need-to-identify-real-business-issues\u002F\" target=\"_blank\"\u003ESingapore startups need to identify real business issues\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsingapore-wants-ai-startups-to-think-about-healthcare\u002F\" target=\"_blank\"\u003ESingapore wants AI startups to think about healthcare\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsea-unicorns-creating-new-wave-of-entrepreneurs-capital\u002F\" target=\"_blank\"\u003ESEA unicorns creating new wave of entrepreneurs, startup capital\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsingapore-wants-co-investors-to-pump-112m-into-deep-tech-startups\u002F\" target=\"_blank\"\u003ESingapore wants co-investors to pump $112M into deep tech startups\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Ffinance\u002Fbanking\u002Fsingapore-fintech-investments-hit-3-9b-fuelled-by-crypto\u002F\"\u003ESingapore fintech investments hit $3.9B, fuelled by crypto\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ffrance-seeks-singapore-founders-in-startup-initiative\u002F\"\u003EFrance seeks Singapore founders in startup initiative\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-08-02 10:23:00",timezone:"UTC",updated:c,published:c},description:"Singapore telco pumps another $100 million into its VC arm Innov8 to expand its investment portfolio across Southeast Asia, China, Australia, Israel, and the US.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"b3ba3145-c275-4b20-9542-4c5136a63e7a",image:{id:"4ed9fa75-582a-11e4-b6a0-d4ae52e95e57",filename:"australian-startup-invoice2go-scores-35m-first-round-funding.jpg",dateCreated:{created:c,date:"2014-10-20 07:25:46",timezone:"UTC",updated:c,published:c},alt:"australian-startup-invoice2go-scores-35m-first-round-funding.jpg",credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2014\u002F10\u002F20\u002F4ed9fa75-582a-11e4-b6a0-d4ae52e95e57\u002Faustralian-startup-invoice2go-scores-35m-first-round-funding.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:620,height:465,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"best-list",hubTopicPathString:"Business^Startups",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"singtel-adds-100m-to-startup-investment-arm",startYear:c,summary:b,title:"Singtel adds $100M to startup investment arm",topic:{id:"115511f0-ec91-11e3-95d2-02911863765e",slug:"startups",name:"Startups",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"115511f0-ec91-11e3-95d2-02911863765e",slug:"startups",name:"Startups",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fd151ec-ec91-11e3-95d2-02911863765e",slug:"asean",name:"Asean",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"0fe0d205-ec91-11e3-95d2-02911863765e",slug:"australia",name:"Australia",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"10108f95-ec91-11e3-95d2-02911863765e",slug:"china",name:"China",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"1140e374-ec91-11e3-95d2-02911863765e",slug:"singapore",name:"Singapore",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"57d5b2de-e901-4dd9-af48-ece44becc366",slug:"5g",name:"5G",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"59080956-0412-41e5-8eb9-a44ae4f9a8a9",username:"Michael Gariffo",profileUrl:c,email:c,firstName:"Michael",lastName:"Gariffo",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"96ef4095-58f9-4a2f-81e3-f21dc8610bf3",filename:"michael-gariffo.jpg",dateCreated:{created:c,date:"2022-08-05 15:37:27",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002F96ef4095-58f9-4a2f-81e3-f21dc8610bf3\u002Fmichael-gariffo.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Michael is a veteran technology writer who has been covering business and consumer-focused hardware and software for over a decade. He has published hundreds of whitepapers and thousands of articles on everything from the handheld technology that makes your daily life a little easier to the global infrastructure that powers the entire Internet.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EThe revamped J.D. Power 2021 Mobility Confidence Index (MCI) Study found that consumers are currently suffering from a lack of accurate knowledge about self-driving technology as education on the topic from automotive manufacturers remains sparse. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"ea25017d-5bf6-42e9-8f74-5743e7f301b8\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fea25017d-5bf6-42e9-8f74-5743e7f301b8\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EA test of consumer knowledge was performed as part of \u003Ca href=\"https:\u002F\u002Fwww.jdpower.com\u002Fbusiness\u002Fpress-releases\u002F2021-mobility-confidence-index-mci-study\" target=\"_blank\"\u003Ethe study\u003C\u002Fa\u003E in which respondents were asked to select one of seven definitions of what constitutes a fully automated vehicle (AV), per the parameters \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fautonomous-testing-is-like-autonomous-driving-the-ai-needs-human-assistance\u002F\" target=\"_blank\"\u003Eset down\u003C\u002Fa\u003E by the Society of Automotive Engineers. Of the seven available definitions, only two were accurate. In J.D. Power's testing, just 37% of respondents selected one of the two correct answers, while 55% selected descriptions of what would be considered \"driver assist technology,\" a lower level of automation that can currently be found in capabilities like lane assist, active cruise control, and automated parallel parking. \u003C\u002Fp\u003E\u003Cp\u003EEven those that self-reported as being knowledgeable about self-driving cars only showed a 32% success rate in accurately defining them. In comparison, those with no pre-existing knowledge were accurate 37% of the time. Lisa Boor, senior manager of global automotive at J.D. Power, called this outcome a \"Danger, Will Robinson\" moment due to its revelation that \"consumers don't know what they don't know.\" She suggests that \"AV education must expand beyond current, traditional learning methods\" and implores the industry to \" be the catalyst for educating the public.\" \u003C\u002Fp\u003E\u003Cp\u003EWhile specific knowledge about self-driving vehicles may be lacking, public interest in them is trending positively. J.D. Power found a 10% year over year increase in the topic, with 51% of respondents showing passive curiosity. That said, only 29% had already or planned to seek out knowledge on AVs actively. \u003C\u002Fp\u003E\u003Cp\u003EThis lack of enthusiasm may stem from the fact that consumers still remain skittish about adopting AV technology when it personally involves them. The study found confidence in the safety and reliability of AV technology had risen to 42 points out of a possible 100. However, respondents tended to be most comfortable with AV scenarios that involved using the technology to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftrucking-automation-is-here-but-not-as-sexy-as-you-think\u002F\" target=\"_blank\"\u003Etransport\u003C\u002Fa\u003E or \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fford-and-walmart-will-deliver-your-groceries-from-these-self-driving-cars\u002F\" target=\"_blank\"\u003Edeliver\u003C\u002Fa\u003E goods or to provide \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbaidu-to-roll-out-fully-automated-self-driving-taxi-service-in-beijing\u002F\" target=\"_blank\"\u003Erides\u003C\u002Fa\u003E to the elderly or infirm. \u003C\u002Fp\u003E\u003Cp\u003ETwo possible pathways toward increasing consumer confidence seemed to emerge from the study: education and the growth of Advanced Driver Assist Systems (ADAS). \u003C\u002Fp\u003E\u003Cp\u003EOn the education side of things, 53% of respondents said they believed the best way to learn about self-driving cars would be a specialized class on the topic, with an even larger majority (58%) saying they would be willing to complete such a class in order to earn a specialized AV driver's license. Meanwhile, only 27% felt comfortable teaching themselves how to operate a fully automated vehicle.\u003C\u002Fp\u003E\u003Cp\u003EADAS systems, which are available in many cars today, show a 27% bump in comfort when compared to fully automated systems. This suggests a stronger connection between the safe, ongoing operation of such systems and their evolution into full self-driving solutions that could alleviate lingering consumer concerns about safety and reliability.\u003C\u002Fp\u003E\u003Cp\u003EThe obstacle of overcoming consumer fears about unsafe AVs is a particularly important one, according to Bryan Reimer, PhD, research scientist in the MIT AgeLab and associate director of The New England University Transportation Center. He notes that \"setbacks in public trust triggered by misuse of systems or a failure of a system to perform based upon misconceived consumer expectations may hamper deployments over the coming decades, depriving consumers of the convenience and safety benefits the technology can potentially offer.\" \u003C\u002Fp\u003E\u003Cp\u003EThe most high-profile of the setbacks in question may be one of the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftesla-fatal-model-3-crash-autopilots-operational-design-condemned\u002F\" target=\"_blank\"\u003Efatal crashes\u003C\u002Fa\u003E that Tesla vehicles have been involved in while in self-driving mode. This seems particularly likely when accounting for the fact that \"Tesla\" was the most common word mentioned when respondents were asked to say what came to their minds when claiming fully-automated vehicles were available today. 16% of existing Tesla owners shared this \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftesla-full-self-driving-is-not-full-self-driving\u002F\" target=\"_blank\"\u003Emisconception\u003C\u002Fa\u003E that their vehicles rose to the level of full automation set down by the Society of Automotive Engineers definition. \u003C\u002Fp\u003E\u003Cp\u003EAs the availability of the first fully automated vehicles continues to approach, these lingering hesitancies will be alleviated if automotive manufacturers want to see widespread adoption of their new technology. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2021-11-30 16:53:57",timezone:"UTC",updated:c,published:c},description:"A survey of 4,000 individuals across the US showed a gulf between consumer knowledge and where self-driving technology actually sits, with a lack of understanding seemingly stoking misconceptions and fears about adopting the technology.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"89ee02b0-8262-46e0-86fd-6d0163410dc5",image:{id:"eb131808-21aa-4939-96ea-6b1225453fbe",filename:"5g-autonomous-vehicles.jpg",dateCreated:{created:c,date:"2019-01-25 11:27:25",timezone:"UTC",updated:c,published:c},alt:"Smart car (HUD) and Autonomous self-driving mode vehicle on metro city road with graphic sensor signal.",credits:"Getty Images\u002FiStockphoto",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2019\u002F01\u002F25\u002Feb131808-21aa-4939-96ea-6b1225453fbe\u002F5g-autonomous-vehicles.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:770,height:513,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"product-promo",hubTopicPathString:"Innovation^AI & Robotics",relatedItems:[]},name:b,promoTitle:"J.D. Power: Lack of consumer knowledge, lingering safety concerns hampering automated vehicle enthusiasm",section:b,slug:"j-d-power-lack-of-consumer-knowledge-lingering-safety-concerns-hampering-automated-vehicle-enthusiasm",startYear:c,summary:b,title:"J.D. Power: Lack of consumer knowledge, lingering safety concerns hampering automated vehicle enthusiasm",topic:{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"a0de22ce-dbed-419b-9a97-562689032701",username:"kwan2035",profileUrl:c,email:c,firstName:"June",lastName:"Wan",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"4cc4d03e-eeaf-4b0c-bb8a-63d34de6cc51",filename:"1549928918804.jpg",dateCreated:{created:c,date:"2022-06-03 20:04:44",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F06\u002F03\u002F4cc4d03e-eeaf-4b0c-bb8a-63d34de6cc51\u002F1549928918804.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"June serves as Technology Editor of ZDNET and is based in New York City. He reviews the latest consumer gadgets and shares advice to make the most out of them. When June isn't drooling over the next best thing, he's probably being let down by the Los Angeles Lakers.",profile:c,title:"Technology Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"7817c06c-68f9-4b61-947a-fbafbfbab3cf\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Jason Hiner\u002FZDNET\" data-image-alt-text=\"eufy-edge-security-keynote\" data-image-filename=\"20220929-193421.jpg\" data-image-date-created=\"2022\u002F09\u002F30\" data-image-crop=\"4000x2247+0+0\" data-image-width=\"4000\" data-image-height=\"3000\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ESmart home shoppers are eating well this week. Amazon's \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Feverything-amazon-just-announced-and-how-to-buy-it-all\u002F\" target=\"_blank\"\u003EDevices and Services event\u003C\u002Fa\u003E took place on Wednesday, unveiling tens of new products and gadgets to furnish homes, and Anker Innovations kept the ball rolling the day after. Its smart security brand, Eufy Security, took center stage to announce its next-gen \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"41b68394-4175-4be8-a24d-cd8c695fff97\" data-raw-url=\"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Feufy-security-eufycam-3-4k-2-cam-kit\u002F6516461.p?skuId=6516461\" data-monetized-url=\"https:\u002F\u002Fshop-links.co\u002Flink\u002F?url=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2Feufy-security-eufycam-3c-2-cam-kit%2F6516464.p%3FskuId%3D6516464&publisher_slug=zdnet&article_name=__ARTICLE_NAME__&article_url=__ARTICLE_URL__&exclusive=1&u1=[subid_value]\" data-link-shortcode-text=\"Edge Security System\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, which consists of two EufyCam 3 cameras that can record 4K resolution with \"Forever Power\" via solar charging, and a HomeBase 3 management hub that uses AI to track and classify the faces of humans, pets, and objects. \u003C\u002Fp\u003E\u003Cp\u003EAll that data is stored locally. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EMore: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftrade-in-your-old-devices-for-amazon-gift-cards-heres-how\u002F\" target=\"_blank\"\u003ETrade in your old devices for Amazon gift cards. Here's how\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"There are still several pain points in home security that need to be addressed,\" said Brett White, Senior PR Manager, during the presentation. Consumers are susceptible to endless streams of notifications because most security cameras send an alarm for everything and anything they detect, monthly subscription fees are the norm, and video data is typically stored in the cloud -- fittingly inexplorable. All that is to say the new Edge Security System does what the larger brands like Ring and Blink don't do. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"5b9b81fc-b409-4870-b641-2d6e68b45a74\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe HomeBase 3 (back) with the eufyCam3 (front).&nbsp;\u003C\u002Fp\u003E\" data-image-credit=\"Jason Hiner\u002FZDNET\" data-image-alt-text=\"eufy-edge-security-system\" data-image-filename=\"20220929-200014.jpg\" data-image-date-created=\"2022\u002F09\u002F30\" data-image-width=\"4000\" data-image-height=\"2713\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe smart home bundle starts with two EufyCam 3 outdoor cameras. Each unit is packed with a 13,400mAh battery that Eufy says takes only two hours of direct sunlight to fully charge. Theoretically, you will never have to expend your home electricity to top up the security camera. It also shoots in 4K (3,840 x 2,160) resolution, which is instrumental for reliable surveillance during the day and night, and for keeping tabs on who and what comes through your residence. \u003C\u002Fp\u003E\u003Cp\u003EThe latter plays hand-in-hand with the second half of the Edge Security System, the HomeBase 3 monitoring system. As the brain of Eufy's new smart home ecosystem, the HomeBase 3 uses \"BionicMind\" technology to recognize and self-learn the faces of humans, pets, and objects that go in and out of your home. With time, the machine-learning technology will be able to notify you when your child has arrived home from school, the local delivery man drops off a package, or an unrecognized figure is loitering around at night. Homebase also classifies the faces that it records so you can search for a specific person within the Eufy security app. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EMore: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Fthe-best-night-vision-security-camera\u002F\" target=\"_blank\"\u003EBest night vision security cameras\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"45a8573a-5048-4b20-97dc-df2e9c1717cb\" data-edition=\"us\" data-hed=\"Buy the Eufy Edge Security System\" data-imagegroup=\"{"alt":"","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"73114a8c-7cf2-4e8b-aa28-c3d2baea5c37","filename":"eufy-edge-security-system.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F09\u002F30\u002F73114a8c-7cf2-4e8b-aa28-c3d2baea5c37\u002Feufy-edge-security-system.jpg","dateCreated":{"date":"2022-09-30 15:16:31","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"73114a8c-7cf2-4e8b-aa28-c3d2baea5c37","imageFilename":"eufy-edge-security-system.jpg","imageDateCreated":"2022\u002F09\u002F30"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Feufy-security-eufycam-3-4k-2-cam-kit\u002F6516461.p?skuId=6516461\" data-offerprice=\"549\" data-offermerchant=\"Best Buy\" data-monetizedurl=\"https:\u002F\u002Feufy-us.sjv.io\u002Fc\u002F159047\u002F999452\u002F13094?&sharedId=zdnet&u=https:\u002F\u002Fus.eufy.com\u002Fproducts\u002Ft88711w1?ref=cam3&subId1=[subid_value]\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EFor storage, the HomeBase 3 comes with 16GB of free, 256-bit encrypted local memory, and supports up to 16TB via an external hard drive. Eufy says the max storage capacity should hold up to 60 years of video recordings.\u003C\u002Fp\u003E\u003Cp\u003EWith all of your data saved locally, there are no required cloud subscription fees to use the Edge Security System. You simply pay the upfront \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"bae47fea-2877-43c4-9b9e-a4b40af42f44\" data-raw-url=\"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Feufy-security-eufycam-3-4k-2-cam-kit\u002F6516461.p?skuId=6516461\" data-monetized-url=\"https:\u002F\u002Feufy-us.sjv.io\u002Fc\u002F159047\u002F999452\u002F13094?&sharedId=zdnet&u=https%3A%2F%2Fus.eufy.com%2Fproducts%2Ft88711w1%3Fref%3Dcam3&subId1=[subid_value]\" data-link-shortcode-text=\"cost of $549\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E, no strings attached. \"When we launched our first EufyCam in 2018, which included free local, encrypted storage, we made a commitment to protect our customers' homes, as well as their privacy,\" said Frank Zhu, Eufy Security General Manager, in a company press release. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-09-30 16:10:00",timezone:"UTC",updated:c,published:c},description:"The next-gen security system consists of the HomeBase 3, a self-learning AI hub that can recognize faces and objects, and the 4K, solar-powered EufyCam 3. The best part? Everything is stored locally.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"ede5fc2d-e480-40b9-a92b-6101a9b8ef47",image:{id:"5b9b81fc-b409-4870-b641-2d6e68b45a74",filename:"20220929-200014.jpg",dateCreated:{created:c,date:"2022-09-30 14:44:38",timezone:"UTC",updated:c,published:c},alt:"eufy-edge-security-keynote",credits:"Jason Hiner\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F09\u002F30\u002F5b9b81fc-b409-4870-b641-2d6e68b45a74\u002F20220929-200014.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:4000,height:2713,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"product-promo",hubTopicPathString:"Home & Office^Smart Home^Home Security",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"eufys-new-smart-security-cameras-do-things-that-amazons-cant",startYear:c,summary:b,title:"Eufy's new smart security cameras do things that Amazon's can't",topic:{id:"c6e55fd2-3f9e-48b8-b0b3-544c501e35fd",slug:"home-security",name:"Home Security",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"c6e55fd2-3f9e-48b8-b0b3-544c501e35fd",slug:"home-security",name:"Home Security",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"3503892f-be5f-4159-9e28-179ba0979efa",slug:"edge-computing",name:"Edge Computing",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"35466bd1-f8e5-4cca-9c22-561ce4c0af03",slug:"smart-home",name:"Smart Home",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"6fd937ba-0ebe-45ac-a5ef-918a13460c75",slug:"smart-assistants",name:"Smart Assistants",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d}],componentLabel:"Deep-dive, compare, decide",description:c,filters:c,paging:c,slug:"dynamic-topic-3-story-carousel-product-research",title:"Product Research",label:c,viewMoreText:c,viewMoreUrl:c,relatedItems:c},{id:"49cbd472-fb49-40ab-832b-366ddd22eb32",meta:{componentName:"49cbd472-fb49-40ab-832b-366ddd22eb32",componentDisplayName:"How-to Guides",componentType:"ContentList"},metadata:{},links:{self:{href:"https:\u002F\u002Fbender.cnetstatic.com\u002Fapi\u002Fneutron\u002Fcomponents\u002Fzdnet\u002Flisting\u002Fdynamic_listing\u002F49cbd472-fb49-40ab-832b-366ddd22eb32\u002Fweb?searchBy=id&topicSlug=artificial-intelligence&componentType=ContentList&componentName=49cbd472-fb49-40ab-832b-366ddd22eb32"}},items:[{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"12bf196f-58fc-4b79-a683-556b2bb858bb\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Olena Ruban\u002FGetty Images\" data-image-alt-text=\"Notebook illustration\" data-image-filename=\"gettyimages-1609882647.jpg\" data-image-date-created=\"2024\u002F11\u002F13\" data-image-crop=\"2121x1192+0+91\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWriting down notes using a pen and paper scratches an itch that typing text doesn't. \u003Ca href=\"https:\u002F\u002Fwww.newscientist.com\u002Farticle\u002F2414241-writing-things-down-may-help-you-remember-information-more-than-typing\u002F\" target=\"_blank\"\u003EStudies\u003C\u002Fa\u003E have shown that physically jotting down notes is a better way to retain information. However, by writing stuff down, you miss out on the perks of digital notes. \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E helps you get the best of both worlds.\u003C\u002Fp\u003E\u003Cp\u003EWhen OpenAI \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-ways-openai-just-supercharged-chatgpt-for-free-users\u002F\" target=\"_blank\"\u003Esupercharged the free version of ChatGPT with GPT-4o\u003C\u002Fa\u003E in May 2024, users gained the ability to upload files, including images and documents, and interact with images in multiple ways, such as extracting text. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-analyze-pdfs-for-free\u002F\"\u003EHow to use ChatGPT to analyze PDFs for free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis feature means you can upload handwritten documents, from sticky notes to meeting and class notes to packing lists, and convert them into text. Then, you can use that text to create new content by copying and pasting it into presentations, emails, outlines, essays, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fquizlet-launches-four-generative-ai-powered-tools-to-simplify-studying\u002F\" target=\"_blank\"\u003EQuizlets\u003C\u002Fa\u003E, and more.\u003C\u002Fp\u003E\u003Cp\u003ESounds too good to be true? I thought the same, but after testing the tool, I can assure you that it works efficiently and quickly. Getting started is simple, and you will not want to stop once you start.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EHow to use ChatGPT to digitize your handwritten notes\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"a9f4ad58-8c52-45e4-b535-a789235976b7\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT for handwritten notes\" data-image-filename=\"img-9434.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"2919\" data-image-height=\"1642\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"9e40b288-4185-4e9c-bdcb-b59614a67328\" data-edition=\"us\" data-description=\"\u003Cp\u003EEven though you can access ChatGPT without&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt\u002F"\u003Ecreating an OpenAI account\u003C\u002Fa\u003E, you need to sign in to access GPT-4o and its many perks, including image uploads. The good news is that creating an account is easy, and the perks are well worth it.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Five-tested-a-lot-of-ai-tools-for-work-these-are-the-four-i-use-almost-daily-to-get-more-done-faster\u002F"\u003EI've tested a lot of AI tools for work. These are the four I use almost daily to get more done - faster\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you don't have a ChatGPT account, you can easily create one on the sign-in page. You can also log in with your existing Google or Microsoft account. I opted for the latter option so I don't have to memorize another username and password.\u003C\u002Fp\u003E\" data-hed=\"1. Log in to your OpenAI account\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"8e1bef4c-9896-4fe5-ba7b-3088627bd6a8\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EIf you haven't created an account, click on Sign Up. Otherwise, log in with your OpenAI credentials.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Maria Diaz\u002FZDNET\" data-image-alt-text=\"Log in to ChatGPT\" data-image-filename=\"login.jpg\" data-image-date-created=\"2023\u002F03\u002F08\" data-image-width=\"4032\" data-image-height=\"2268\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"4bcbaabf-4782-4872-bbe8-7578a80dd519\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you log in, you will be brought to the ChatGPT interface with a blank text box. Next to the text box, you will find a paperclip icon, which you can click on to upload your photo from several different sources, including Google Drive, Microsoft OneDrive, or your computer.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EIf the image is readily available on your device, you can drag and drop it into the text box.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F"\u003EHow ChatGPT (and other AI chatbots) can help you write an essay\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EI wouldn't worry about what your text looks like. I uploaded a sticky note I wrote in cursive, which can be difficult for humans to read, as seen below, and ChatGPT had no problem understanding and outputting the text.\u003C\u002Fp\u003E\" data-hed=\"2. Upload your image\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"ee27e6e3-f14e-468e-95a0-15f7fbf02ece\" data-size=\"medium\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Sabrina's to-do list sticky note\" data-image-filename=\"img-4997.jpg\" data-image-date-created=\"2024\u002F06\u002F25\" data-image-crop=\"1952x2604+19+432\" data-image-width=\"2268\" data-image-height=\"4032\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIf you add the picture with no text prompt, ChatGPT will most often automatically extract the text and present it to you, typed out. To ensure the chatbot knows what to do, I recommend adding a simple text prompt like, \"Can you extract the text from this image?\" and then hitting enter.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"ac95e3ce-1a5d-4ed1-88a2-73450c117f0b\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT paperclip icon\" data-image-filename=\"screenshot-2024-06-25-at-4-25-15pm.png\" data-image-date-created=\"2024\u002F06\u002F25\" data-image-width=\"2932\" data-image-height=\"1720\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"fab80c2f-2624-4445-84b8-8c0760d77877\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce ChatGPT outputs the extracted text, you can check to ensure the result accurately represents your text. In every instance I have tried, the chatbot has been word-for-word correct. Then, you can copy and paste the text wherever you'd like. Some use cases include presentations, emails, virtual sticky notes, and outlines.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Cstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you\u002F" target="_blank"\u003EWhat is ChatGPT? How the world's most popular AI chatbot can benefit you\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe more you use it, the more use cases you'll find. For example, I received a sentimental birthday card with a very kind handwritten note. I wanted to save the message because cards usually get lost or thrown out after the festivity (at least in my experience).&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EAll I had to do was take a picture of the message, ask ChatGPT to transcribe it, and copy and paste the text into my notes. Now, I can access the message in my iPhone's notes app.\u003C\u002Fp\u003E\" data-hed=\"3. Use your text for whatever you need\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"4c64485c-3622-4ee4-9136-cfe07c0c1044\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT sticky note text extraction\" data-image-filename=\"screenshot-2024-06-25-at-3-59-38pm.png\" data-image-date-created=\"2024\u002F06\u002F25\" data-image-width=\"3422\" data-image-height=\"1694\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EFAQs\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Ch2\u003EIs GPT-4o free to use?\u003C\u002Fh2\u003E\u003Cp\u003EYes. In May, OpenAI supercharged the free version of ChatGPT by upgrading its model from GPT-3.5 to GPT-4o. The LLM upgrade gave the free version of ChatGPT many perks typically reserved for \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F\" target=\"_blank\"\u003EChatGPT Plus\u003C\u002Fa\u003E members. ChatGPT Plus' remaining advantage is that when GPT-4o is at capacity, subscribers will retain priority access, while free users are downgraded to GPT-3.5.\u003C\u002Fp\u003E\u003Ch2\u003EHow much is ChatGPT Plus?\u003C\u002Fh2\u003E\u003Cp\u003EChatGPT Plus is currently priced at $20\u002Fmonth. Some perks of the membership include priority access to GPT-4o, a greater message limit, an enhanced data analysis experience, and access to DALL-E 3 image generation. \u003C\u002Fp\u003E\u003Ch2\u003EWhat else can I do with GPT-4o?\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cp\u003EThe GPT-4o upgrade gave the free version of ChatGPT many features typically reserved for ChatGPT Plus subscribers, including accessing GPT-4 level intelligence, uploading images, PDFs, and other files, analyzing data, creating charts, and using GPTs.  \u003C\u002Fp\u003E\u003Ch2\u003EWhat is the best GPT-4o feature?\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cp\u003EThe best GPT-4o feature depends on your everyday needs. For me, the most underrated feature is being able to digitize your notes because it solves a real-world issue. I have not found any other tool to be as accurate.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-14 09:21:00",timezone:"UTC",updated:c,published:c},description:"This underrated GPT-4o feature can transform your handwritten lists and other documents into searchable content you can store in the cloud and easily access from your devices.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"5b355382-8396-4efc-9f62-0b6ae0d7bdf4",image:{id:"12bf196f-58fc-4b79-a683-556b2bb858bb",filename:"gettyimages-1609882647.jpg",dateCreated:{created:c,date:"2024-11-13 19:48:21",timezone:"UTC",updated:c,published:c},alt:"Notebook illustration",credits:"Olena Ruban\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F13\u002F12bf196f-58fc-4b79-a683-556b2bb858bb\u002Fgettyimages-1609882647.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-use-chatgpt-to-digitize-your-handwritten-notes-for-free",startYear:c,summary:b,title:"How to use ChatGPT to digitize your handwritten notes for free",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"31cecfff-1037-4f9f-8191-392ff0b59477\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT app\" data-image-filename=\"img-5409.jpg\" data-image-date-created=\"2024\u002F11\u002F07\" data-image-width=\"1725\" data-image-height=\"970\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EWhat is ChatGPT?\u003C\u002Fh2\u003E\u003Cp\u003EChatGPT is an AI chatbot with advanced natural language processing (NLP) that allows you to have human-like conversations to complete various tasks. The \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E tool can answer questions and assist you with composing text, code, and much more.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt\u002F\" target=\"_blank\"\u003EHow to use ChatGPT\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIt's currently \u003Ca href=\"https:\u002F\u002Fopenai.com\u002Fblog\u002Fchatgpt\u002F\" target=\"_blank\"\u003Eopen to use for free\u003C\u002Fa\u003E. OpenAI launched a paid subscription version called \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F\" target=\"_blank\"\u003EChatGPT Plus\u003C\u002Fa\u003E in February 2023, which guarantees users access to the company's latest models, exclusive features, and updates but is not necessary for basic usage. \u003C\u002Fp\u003E\u003Ch2\u003EWhat is ChatGPT used for?\u003C\u002Fh2\u003E\u003Cp\u003EChatGPT offers many functions in addition to answering simple questions. ChatGPT can \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F\" target=\"_blank\"\u003Ecompose essays\u003C\u002Fa\u003E, have philosophical conversations, do math, and even \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\" target=\"_blank\"\u003Ecode for you\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EThe tasks ChatGPT can help with don't have to be so ambitious. For example, my favorite use case for ChatGPT is to help create basic lists for chores, such as packing and grocery shopping, and to-do lists that make my daily life more productive. The possibilities are endless. \u003C\u002Fp\u003E\u003Cp\u003EZDNET has published many ChatGPT how-to guides. Below are some of the most popular ones. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EUse ChatGPT to: \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EWrite an essay\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-create-an-app\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003ECreate an app\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EWrite code\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-build-your-resume\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EBuild your resume\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fhow-to-use-chatgpt-to-write-excel-formulas\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EWrite Excel formulas\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-summarize-a-book-article-or-research-paper\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003ESummarize content\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-a-cover-letter\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EWrite a cover letter\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-used-chatgpt-and-ai-art-tools-to-launch-my-etsy-business-fast\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EStart an Etsy business\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-make-charts-and-tables\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003ECreate charts and tables\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-get-chatgpt-to-browse-the-web-for-free\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EBrowse the web\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003Cbr\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fheres-how-to-create-your-own-custom-chatbots-using-chatgpt\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003ECreate custom AI assistants\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-analyze-lengthy-pdfs-for-free\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EAnalyze PDFs\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-digitize-your-notes-for-free\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EDigitize handwritten notes\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-chatgpt-be-used-to-write-arduino-drivers-yes-in-the-right-hands\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EWrite Arduino drivers\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EIs ChatGPT available for free?  \u003C\u002Fh2\u003E\u003Cp\u003EChatGPT is free, regardless of what you use it for, including writing, coding, and much more. \u003C\u002Fp\u003E\u003Cp\u003EThere is a \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgpt-3-5-vs-gpt-4-is-chatgpt-plus-worth-its-subscription-fee\u002F\" target=\"_blank\"\u003Esubscription option\u003C\u002Fa\u003E, ChatGPT Plus, that costs $20 per month. The paid subscription model gives you extra perks, such as priority access to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F\" target=\"_blank\"\u003EGPT-4o\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-dall-e-3-in-chatgpt\u002F\" target=\"_blank\"\u003EDALL-E 3\u003C\u002Fa\u003E, unlimited photogeneration, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-launches-chatgpt-canvas-tool-for-coders-and-writers-heres-how-it-works\u002F\" target=\"_blank\"\u003ECanvas\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-voice-mode-rolling-out-to-all-chatgpt-subscribers-heres-who-gets-it-first\u002F\" target=\"_blank\"\u003EVoice Mode\u003C\u002Fa\u003E, and the latest upgrades. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-chatgpt-plus-is-it-worth-the-subscription-fee\u002F\"\u003EChatGPT vs ChatGPT Plus: Is it worth the subscription fee?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAlthough the subscription price may seem steep, it is the same amount as Microsoft \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-copilot-vs-copilot-pro-is-the-subscription-fee-worth-it\u002F\" target=\"_blank\"\u003ECopilot Pro\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-get-free-access-to-googles-new-ai-subscription-includes-access-to-gemini-advanced-and-the-rebranded-duet-ai-heres-how\u002F\" target=\"_blank\"\u003EGoogle One AI Premium\u003C\u002Fa\u003E, which are Microsoft's and Google's paid AI offerings. \u003C\u002Fp\u003E\u003Ch2\u003EHow can you access ChatGPT?\u003C\u002Fh2\u003E\u003Cp\u003EOn April 1, 2024, OpenAI stopped requiring you to log in to ChatGPT. Now, you can access ChatGPT simply by visiting \u003Ca href=\"http:\u002F\u002Fchat.openai.com\u002F\" target=\"_blank\"\u003Echat.openai.com\u003C\u002Fa\u003E. You can also access ChatGPT via an \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-dropped-a-free-app-for-iphones-does-it-live-up-to-the-hype\u002F\" target=\"_blank\"\u003EiPhone\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fofficial-chatgpt-app-for-android-finally-launches\u002F\" target=\"_blank\"\u003EAndroid\u003C\u002Fa\u003E, or \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-chatgpt-desktop-app-is-more-helpful-than-i-expected-heres-why-and-how-to-try-it\u002F\" target=\"_blank\"\u003Edesktop\u003C\u002Fa\u003E app.\u003C\u002Fp\u003E\u003Cp\u003EOnce you visit the site, you can start chatting away with ChatGPT. A great way to get started is by asking a question, similar to what you would do with Google. You can ask as many questions as you'd like.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-makes-it-easier-to-access-chatgpt-no-login-required\u002F\"\u003EChatGPT no longer requires a login, but you might want one anyway. Here's why\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ECreating an OpenAI account still offers some perks, such as saving and reviewing your chat history, accessing custom instructions, and, most importantly, getting free access to GPT-4o. Signing up is free and easy; you can use your existing Google login.\u003C\u002Fp\u003E\u003Cp\u003EFor step-by-step instructions, check out ZDNET's guide on \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt\u002F\" target=\"_blank\"\u003Ehow to start using ChatGPT\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Ch2\u003EIs there a ChatGPT app?\u003C\u002Fh2\u003E\u003Cp\u003EYes, an official ChatGPT app is available for \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-just-released-an-official-chatgpt-app-for-the-iphone\u002F\" target=\"_blank\"\u003EiPhone\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fofficial-chatgpt-app-for-android-finally-launches\u002F\" target=\"_blank\"\u003EAndroid\u003C\u002Fa\u003E users. Make sure to download OpenAI's app, as many copycat fake apps are listed on Apple's App Store and the Google Play Store that are not affiliated with OpenAI.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-changed-5-chatgpt-settings-and-instantly-became-more-productive-heres-how\u002F\"\u003EI changed 5 ChatGPT settings and instantly became more productive - here's how\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThere's also a ChatGPT app for \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-chatgpt-desktop-app-is-more-helpful-than-i-expected-heres-why-and-how-to-try-it\u002F\"\u003EMacOS\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-chatgpt-app-is-finally-available-to-windows-users-but-theres-a-catch\u002F\" target=\"_blank\"\u003EWindows\u003C\u002Fa\u003E, which lets you access the chatbot quickly via a keyboard shortcut. The Mac app was initially only available for ChatGPT Plus subscribers, but OpenAI recently made it \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpts-app-for-macos-rolls-out-to-all-users-why-its-worth-checking-out\u002F\" target=\"_blank\"\u003Eavailable to all users.\u003C\u002Fa\u003E The Windows app is still limited to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-chatgpt-plus-is-a-paid-subscription-still-worth-it\u002F\"\u003EChatGPT Plus\u003C\u002Fa\u003E, Enterprise, and EDU users.\u003C\u002Fp\u003E\u003Ch2\u003EIs ChatGPT safe?\u003C\u002Fh2\u003E\u003Cp\u003EPeople have expressed concerns about AI chatbots replacing or atrophying human intelligence. \u003C\u002Fp\u003E\u003Cp\u003EFor example, chatbots can write an entire essay in seconds, raising concerns about students cheating and not learning how to write properly. These fears even led \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-was-just-blocked-by-the-biggest-us-school-district-heres-why\u002F\" target=\"_blank\"\u003Esome school districts to block access\u003C\u002Fa\u003E when ChatGPT initially launched.\u003C\u002Fp\u003E\u003Cp\u003ENow, not only have many of those schools decided to unblock the technology, but some higher education institutions have been \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fas-higher-ed-continues-to-adapt-to-ai-utsa-announces-a-new-college-dedicated-to-it\u002F\" target=\"_blank\"\u003Ecatering their academic offerings\u003C\u002Fa\u003E to AI-related coursework. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftwo-ways-you-can-build-custom-ai-assistants-with-gpt-4o-and-one-is-free\u002F\"\u003ETwo ways you can build custom AI assistants with GPT-4o - and one is free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAnother concern with AI chatbots is the possible spread of misinformation. ChatGPT says: \"My responses are not intended to be taken as fact, and I always encourage people to verify any information they receive from me or any other source.\" OpenAI also notes that ChatGPT sometimes writes \"plausible-sounding but incorrect or nonsensical answers.\"\u003C\u002Fp\u003E\u003Cp\u003ELastly, there are ethical and privacy concerns regarding the information ChatGPT was trained on. OpenAI scraped the internet to train the chatbot without asking content owners for permission to use their content, which brings up many copyright and intellectual property concerns. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-analyze-pdfs-for-free\u002F\"\u003EHow to use ChatGPT to analyze PDFs for free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThere are also privacy concerns regarding generative AI companies using your data to fine-tune their models further, which has become a common practice. OpenAI lets you turn off training in ChatGPT's settings.\u003C\u002Fp\u003E\u003Cp\u003ESo, is ChatGPT safe? If your main concern is privacy, OpenAI has implemented several options to give users peace of mind that their data will not be used to train models. The company even allows you to turn off your chat history. If you are concerned about moral and ethical problems, they are still being hotly debated.\u003C\u002Fp\u003E\u003Ch2\u003EWill my conversations with ChatGPT be used for training?\u003C\u002Fh2\u003E\u003Cp\u003ECompanies train generative AI models on user inputs. Therefore, when familiarizing yourself with how to use ChatGPT, you might wonder if your specific conversations will be used for training and, if so, who can view your chats.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-chatgpt-update-fixed-one-of-my-biggest-productivity-issues-with-the-ai-chatbot\u002F\"\u003EThis ChatGPT update fixed one of my biggest productivity issues with the AI chatbot\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOpenAI will, by default, use your conversations with the free chatbot to train data and refine its models. You can opt out of it using your data for model training by clicking on the question mark in the bottom left-hand corner, Settings, and turning off \"Improve the model for everyone.\"\u003C\u002Fp\u003E\u003Ch2\u003ECan ChatGPT help me apply for jobs?\u003C\u002Fh2\u003E\u003Cp\u003EYes, ChatGPT is a great resource for helping with job applications. Undertaking a job search can be tedious and difficult, and ChatGPT can help you lighten the load. ChatGPT can \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-build-your-resume\u002F\" target=\"_blank\"\u003Ebuild your resume\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-a-cover-letter\u002F\" target=\"_blank\"\u003Ewrite a cover letter\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso\u003C\u002Fstrong\u003E: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EHow to use ChatGPT to write an essay\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf your application has any written supplements, you can use ChatGPT to help you write those \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F\" target=\"_blank\"\u003Eessays or personal statements\u003C\u002Fa\u003E. You can also use ChatGPT to prep for your interviews by asking ChatGPT to provide you mock interview questions, background on the company, or questions that you can ask. \u003C\u002Fp\u003E\u003Ch2\u003ECan you use ChatGPT for schoolwork?\u003C\u002Fh2\u003E\u003Cp\u003EChatGPT can be an excellent resource in assisting students with their work. A popular misconception is that ChatGPT and other AI resources will do students' work for them. However, it can be used as a personal tutor or editor, giving students assistance outside of the classroom. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F5-free-ai-tools-for-school-that-students-teachers-and-parents-can-use-too\u002F\"\u003E5 free AI tools for school that students, teachers, and parents can use, too\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor example, a student can drop their essay into ChatGPT and have it copyedit, upload class handwritten notes and have them digitized, or even generate study outlines from class materials. \u003C\u002Fp\u003E\u003Cp\u003EIt is especially helpful for coding homework since most coding languages are very character-sensitive, and one missing semicolon can throw the entire result off. Instead of staring at the screen for ages, you can ask ChatGPT to identify errors for you, which allows you to grow. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EWhat does ChatGPT stand for?  \u003C\u002Fh2\u003E\u003Cp\u003EThe last three letters in ChatGPT's namesake stand for Generative Pre-trained Transformer (GPT), a family of large language models created by OpenAI that uses deep learning to generate human-like, conversational text. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F\"\u003EWhat does GPT stand for? Understanding GPT 3.5, GPT 4, GPT-4 Turbo, and more\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe \"Chat\" part of the name is simply a callout to its chatting capabilities. \u003C\u002Fp\u003E\u003Ch2\u003ECan ChatGPT generate images?\u003C\u002Fh2\u003E\u003Cp\u003EYes, ChatGPT can generate images using DALL-E 3. However, the limits vary depending on whether you are a ChatGPT Plus subscriber or a free user. ChatGPT Plus subscribers are allowed 50 generations per day, while free users are allotted two. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\"\u003EThe best AI image generators of 2024: Tested and reviewed\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESince OpenAI discontinued DALL-E 2 in February 2024, the only way to access its most advanced AI image generator, DALL-E 3, through OpenAI's offerings is via its chatbot.\u003C\u002Fp\u003E\u003Cp\u003EMicrosoft's Copilot offers free image generation, also powered by DALL-E 3, in its chatbot. This is a great alternative if you don't want to pay for ChatGPT Plus but want high-quality image outputs for free. \u003C\u002Fp\u003E\u003Ch2\u003EHow does ChatGPT work?\u003C\u002Fh2\u003E\u003Cp\u003EChatGPT runs on a large language model (LLM) architecture created by OpenAI called the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F\" target=\"_blank\"\u003EGenerative Pre-trained Transformer\u003C\u002Fa\u003E (GPT). Since its launch, the free version of ChatGPT ran on a fine-tuned model in the GPT-3.5 series until May 2024, when OpenAI upgraded the model to GPT-4o. Now, the free version runs on GPT-4o mini, with limited access to GPT-4o. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-does-chatgpt-work\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EHow does ChatGPT actually work?\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E \u003C\u002Fp\u003E\u003Cp\u003EWith a subscription to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F\" target=\"_blank\"\u003EChatGPT Plus\u003C\u002Fa\u003E, you can access GPT-4, GPT-4o mini or \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-gpt-4-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EGPT-4o\u003C\u002Fa\u003E. Plus, users also have priority access to GPT-4o, even at capacity, while free users get booted down to GPT-4o mini. \u003C\u002Fp\u003E\u003Cp\u003EThe LLMs used in \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI models\u003C\u002Fa\u003E of this type are trained on vast amounts of information from the internet, including websites, books, news articles, and more, typically via web scraping, where the entirety of the internet is scraped for information. \u003C\u002Fp\u003E\u003Ch2\u003EWho owns ChatGPT currently?\u003C\u002Fh2\u003E\u003Cp\u003EOpenAI launched ChatGPT on November 30, 2022. OpenAI has also developed \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-dall-e-2-may-mean-we-never-need-stock-photos-again\u002F\" target=\"_blank\"\u003EDALL-E 2\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fopenai.com\u002Findex\u002Fdall-e-3\u002F\" target=\"_blank\"\u003EDALL-E 3\u003C\u002Fa\u003E, popular \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-art-generator\u002F\" target=\"_blank\"\u003EAI image generators\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-ai-transcription-tool-hallucinates-excessively-heres-a-better-alternative\u002F\" target=\"_blank\"\u003EWhisper\u003C\u002Fa\u003E, an automatic speech recognition system. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots: ChatGPT, Copilot and worthy alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs a result, OpenAI owns ChatGPT. Microsoft is a major investor in OpenAI thanks to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-just-made-a-huge-investment-in-chatgpt-maker-openai-heres-why\u002F\"\u003Emultiyear, multi-billion dollar\u003C\u002Fa\u003E investments. Elon Musk was an investor when OpenAI was first founded in 2015 but has since completely severed ties with the startup and created his own \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tried-xs-anti-woke-grok-ai-chatbot-the-results-were-the-opposite-of-what-i-expected\u002F\" target=\"_blank\"\u003EAI chatbot,Grok\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Ch2\u003EIs ChatGPT better than a search engine?\u003C\u002Fh2\u003E\u003Cp\u003EChatGPT is an AI chatbot created to converse with the end user. A search engine indexes web pages on the internet to help users find information. One is not better than the other, as each suits different purposes. \u003C\u002Fp\u003E\u003Cp\u003EWhen searching for as much up-to-date, accurate information as possible, your most reliable option is a search engine. It will provide you with pages upon pages of sources you can peruse. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-has-officially-replaced-google-search-for-me-heres-why\u002F\"\u003EChatGPT has officially replaced Google Search for me - here's why\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn November 2024, OpenAI already unveiled ChatGPT Search, a feature within the ChatGPT app that lets users search the web for timely, up-to-date information, complete with citations linked to sources. \u003C\u002Fp\u003E\u003Cp\u003EWith ChatGPT Search, you can enter your sentence as your train of thought takes you, and the AI will understand the meaning of your query by leveraging its NLP capabilities. This means you can spend less time crafting a tailored search query but still get exactly what you want. \u003C\u002Fp\u003E\u003Cp\u003EIf you are looking for a platform that can explain complex topics in an easy-to-understand manner, then ChatGPT might be what you want. If you want the best of both worlds, plenty of AI search engines combine both.\u003C\u002Fp\u003E\u003Cp\u003EThe search experience is available on the ChatGPT website, desktops, and mobile apps for all \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F\"\u003EChatGPT Plus\u003C\u002Fa\u003E, Team users, and SearchGPT waitlist users. \u003C\u002Fp\u003E\u003Ch2\u003EWhat is SearchGPT?\u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-launches-searchgpt-heres-what-it-can-do-and-how-to-access-it\u002F\" target=\"_blank\"\u003ESearchGPT\u003C\u002Fa\u003E is an experimental offering from OpenAI that functions as an AI-powered search engine that is aware of current events and uses real-time information from the Internet. The experience was a prototype. OpenAI integrated the best features directly into ChatGPT with ChatGPT Search. \u003C\u002Fp\u003E\u003Cp\u003EUpon launching the prototype, users were given a waitlist to sign up for. However, shortly after, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-wanted-to-try-openais-searchgpt-its-time-to-look-for-ai-alternatives\u002F\" target=\"_blank\"\u003EOpenAI closed its waitlist. \u003C\u002Fa\u003EThose users were given priority access to ChatGPT Search when it launched. \u003C\u002Fp\u003E\u003Ch2\u003EWhat is ChatGPT Search?\u003C\u002Fh2\u003E\u003Cp\u003EIn November, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-plans-to-offer-its-250-million-chaptgpt-users-even-more-services\u002F\" target=\"_blank\"\u003EOpenAI\u003C\u002Fa\u003E unveiled \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-just-upgraded-chatgpt-with-a-search-engine-to-rival-google\u002F\" target=\"_blank\"\u003EChatGPT Search\u003C\u002Fa\u003E, a feature that lets users search the web directly within \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhy-natural-language-ai-scripting-in-microsoft-excel-could-be-a-game-changer\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E for timely, up-to-date information, complete with citations linked to sources. The tool can be called on manually or activated whenever a user prompt could benefit from web-based information.   \u003C\u002Fp\u003E\u003Ch2\u003EWhat are ChatGPT's limitations?\u003C\u002Fh2\u003E\u003Cp\u003EDespite its impressive capabilities, ChatGPT still has limitations. Users sometimes need to reword questions multiple times for ChatGPT to understand their intent. A bigger limitation is a lack of quality in responses, which can sometimes be plausible-sounding but are verbose or make no practical sense.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fpolice-are-using-ai-to-write-crime-reports-what-could-go-wrong\u002F\"\u003EPolice are using AI to write crime reports. What could go wrong?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EInstead of asking for clarification on ambiguous questions, the model guesses what your question means, which can lead to poor responses. Generative AI models are also subject to hallucinations, which can result in inaccurate responses.\u003C\u002Fp\u003E\u003Ch2\u003EDoes ChatGPT give wrong answers?\u003C\u002Fh2\u003E\u003Cp\u003EAs mentioned above, ChatGPT, like all language models, has \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-is-changing-everything-but-it-still-has-its-limits\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-is-changing-everything-but-it-still-has-its-limits\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22limitations%22%7D\"\u003Elimitations\u003C\u002Fa\u003E and can give nonsensical answers and incorrect information, so it's important to double-check the answers it gives you.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F8-ways-to-reduce-chatgpt-hallucinations\u002F\"\u003E8 ways to reduce ChatGPT hallucinations\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOpenAI recommends you provide feedback on what ChatGPT generates by using the thumbs-up and thumbs-down buttons to improve its underlying model. You can also join the startup's \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-will-pay-you-to-hunt-for-chatgpt-bugs\u002F\" target=\"_blank\"\u003EBug Bounty program\u003C\u002Fa\u003E, which offers up to $20,000 for reporting security bugs and safety issues.\u003C\u002Fp\u003E\u003Ch2\u003ECan ChatGPT refuse to answer my prompts?\u003C\u002Fh2\u003E\u003Cp\u003EAI systems like ChatGPT can and do reject \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-things-chatgpt-cant-do-and-another-20-it-refuses-to-do\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-things-chatgpt-cant-do-and-another-20-it-refuses-to-do\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22inappropriate%20requests%22%7D\"\u003Einappropriate requests\u003C\u002Fa\u003E. The AI assistant can identify inappropriate submissions to prevent unsafe content generation.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-things-chatgpt-cant-do-and-another-20-it-refuses-to-do\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-things-chatgpt-cant-do-and-another-20-it-refuses-to-do\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22%3Cstrong%3E6%20things%20ChatGPT%20can't%20do%20(and%20another%2020%20it%20refuses%20to%20do)%3C\u002Fstrong%3E%22%7D\"\u003E\u003Cstrong\u003E6 things ChatGPT can't do (and another 20 it refuses to do)\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EThese submissions include questions that violate someone's rights, are offensive, are discriminatory, or involve illegal activities. The ChatGPT model can also challenge incorrect premises, answer follow-up questions, and even admit mistakes when you point them out.\u003C\u002Fp\u003E\u003Cp\u003EThese guardrails are important. AI models can generate advanced, realistic content that can be exploited by bad actors for harm, such as spreading misinformation about \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-adds-new-designer-protections-following-taylor-swift-deepfake-debacle\u002F\" target=\"_blank\"\u003Epublic figures\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-openai-plans-to-help-protect-elections-from-ai-generated-mischief\u002F\" target=\"_blank\"\u003Einfluencing elections\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Ch2\u003EDoes ChatGPT plagiarize?\u003C\u002Fh2\u003E\u003Cp\u003EYes, OpenAI scraped the internet to train ChatGPT's models. Therefore, the technology's knowledge is influenced by other people's work. Since there is no guarantee that ChatGPT's outputs are entirely original, the chatbot may regurgitate someone else's work in your answer, which is considered plagiarism. \u003C\u002Fp\u003E\u003Cp\u003EAlso, technically speaking, if you, as a user, copy and paste ChatGPT's response, that is an act of plagiarism because you are claiming someone else's work as your own. This act could have repercussions based on the rules enforced by your workplace or educational institution. \u003C\u002Fp\u003E\u003Ch2\u003EIs there a ChatGPT detector?\u003C\u002Fh2\u003E\u003Cp\u003EIn short, the answer is no, not because people haven't tried, but because none do it efficiently. \u003C\u002Fp\u003E\u003Cp\u003EIn January 2023, OpenAI released a free tool to detect AI-generated text. Unfortunately, OpenAI's classifier tool could only correctly identify 26% of AI-written text with a \"likely AI-written\" designation. Furthermore, it provided false positives 9% of the time, incorrectly identifying human-written work as AI-produced. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-7-ai-content-detectors-theyre-getting-dramatically-better-at-identifying-plagiarism\u002F\"\u003EI tested 7 AI content detectors - they're getting dramatically better at identifying plagiarism\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe tool \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-pulls-its-own-ai-detection-tool-because-it-was-performing-so-poorly\u002F\" target=\"_blank\"\u003Eperformed so poorly\u003C\u002Fa\u003E that, six months after its release, OpenAI shut it down \"due to its low rate of accuracy.\" Despite the tool's failure, the startup claims to be researching more effective techniques for AI text identification.\u003C\u002Fp\u003E\u003Cp\u003EOther AI detectors exist on the market, including \u003Ca href=\"https:\u002F\u002Fopenai-openai-detector.hf.space\u002F\" target=\"_blank\"\u003EGPT-2 Output Detector\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwriter.com\u002Fai-content-detector\u002F\" target=\"_blank\"\u003EWriter AI Content Detector\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fcontentatscale.ai\u002Fai-content-detector\u002F\" target=\"_blank\"\u003EContent at Scale's AI Content Detection\u003C\u002Fa\u003E tool. ZDNET tested these tools, and the results were underwhelming: all three were unreliable sources for spotting AI, repeatedly giving false negatives. Here are \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-ai-detectors-save-us-from-chatgpt-i-tried-3-online-tools-to-find-out\u002F\" target=\"_blank\"\u003EZDNET's full test results\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Ch2\u003EWhat is GPT-4?\u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F\" target=\"_blank\"\u003EGPT-4\u003C\u002Fa\u003E is OpenAI's language model, much more advanced than its predecessor, GPT-3.5. GPT-4 outperforms GPT-3.5 in a series of simulated benchmark exams and produces fewer hallucinations.   \u003C\u002Fp\u003E\u003Ch2\u003EWhat is GPT-4o?\u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt\u002F\" target=\"_blank\"\u003EGPT-4o\u003C\u002Fa\u003E is OpenAI's latest, fastest, and most advanced flagship model. As the name implies, GPT-4o has the same intelligence as GPT-4. However, the \"o\" in the title stands for \"omni,\" referring to its multimodal capabilities, which allow the model to understand text, audio, image, and video inputs and output text, audio, and image outputs.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-ways-openai-just-supercharged-chatgpt-for-free-users\u002F\"\u003E6 ways OpenAI just supercharged ChatGPT for free users\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe model is 50% cheaper in OpenAI's API than GPT-4 Turbo while still matching its English and coding capabilities and outperforming it in non-English language, vision, and audio understanding -- a big win for developers.\u003C\u002Fp\u003E\u003Ch2\u003EWhat is ChatGPT o1?\u003C\u002Fh2\u003E\u003Cp\u003EIn September 2024, OpenAI unveiled its o1 models, which are capable of more advanced reading, making them ideal for math, science, and coding. For example, it scored 83% on the International Mathematics Olympiad (IMO) qualifying exam. For comparison, GPT-4o correctly solved only 13% of problems. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-are-o1-and-o1-mini-openais-mystery-ai-models-are-finally-here\u002F\"\u003EWhat are o1 and o1-mini? OpenAI's mystery AI models are finally here\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EZDNET's David Gewirtz put \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-well-can-openais-o1-preview-code-it-aced-my-4-tests-and-showed-its-work-in-surprising-detail\u002F\"\u003Eo1- preview to the test\u003C\u002Fa\u003E and was impressed by its ability to tackle several complex tasks with lots of detail, including writing a WordPress plugin, rewriting a string function, finding an annoying bug, and more. \u003C\u002Fp\u003E\u003Ch2\u003EWhat are the best ChatGPT alternatives?\u003C\u002Fh2\u003E\u003Cp\u003EAlthough ChatGPT gets the most buzz, other options are just as good -- and might even be better suited to your needs. \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\" target=\"_blank\"\u003EZDNET has created a list of the best chatbots\u003C\u002Fa\u003E, all of which we have tested to identify the best tool for your requirements.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fclaude-ai-can-now-analyze-pdfs-heres-how-to-try-it-and-why-youll-want-to\u002F\"\u003EClaude AI can now analyze PDFs - here's how to try it\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EDespite ChatGPT's extensive abilities, other chatbots have advantages that might be better suited for your use case, including \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-the-new-bing-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003ECopilot\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fanthropics-claude-3-chatbot-claims-to-outperform-chatgpt-gemini\u002F\" target=\"_blank\"\u003EClaude\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.perplexity.ai\u002F\" target=\"_blank\"\u003EPerplexity\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.jasper.ai\u002F\" target=\"_blank\"\u003EJasper\u003C\u002Fa\u003E, and more.\u003C\u002Fp\u003E\u003Ch2\u003EWhat are GPTs?\u003C\u002Fh2\u003E\u003Cp\u003EOpenAI once offered plugins for ChatGPT to connect to third-party applications and access real-time information on the web. The \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-10-best-chatgpt-plugins-of-2023\u002F\" target=\"_blank\"\u003Eplugins expanded ChatGPT's abilities\u003C\u002Fa\u003E, allowing it to assist with many more activities, such as planning a trip or finding a place to eat. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmy-two-favorite-chatgpt-plus-plugins-and-the-remarkable-things-i-can-do-with-them\u002F\"\u003EMy two favorite ChatGPT Plus features and the remarkable things I can do with them\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHowever, on March 19, 2024, OpenAI stopped letting users install new plugins or start new conversations with existing ones. Instead, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fon-march-19-chatgpt-plugins-get-replaced-by-gpts-heres-why-and-what-it-means-to-you\u002F\" target=\"_blank\"\u003EOpenAI replaced plugins with GPTs\u003C\u002Fa\u003E, which are easier for developers to build. \u003C\u002Fp\u003E\u003Cp\u003EWith the latest update, all users, including those on the free plan, can access the GPT Store and find 3 million customized ChatGPT chatbots. Unfortunately, there is also a lot of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-gpt-store-is-brimming-with-promise-and-spam\u002F\" target=\"_blank\"\u003Espam\u003C\u002Fa\u003E in the GPT store, so be careful which ones you use.\u003C\u002Fp\u003E\u003Ch2\u003EWhat is Microsoft's involvement with ChatGPT?\u003C\u002Fh2\u003E\u003Cp\u003EMicrosoft was an early investor in OpenAI, the AI startup behind ChatGPT, long before ChatGPT was released to the public. Microsoft's first involvement with OpenAI was in 2019 when the company invested $1 billion. The company invested another $2 billion in the years after. In January 2023, Microsoft extended its partnership with OpenAI through a \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-just-made-a-huge-investment-in-chatgpt-maker-openai-heres-why\u002F\" target=\"_blank\"\u003Emultiyear, multi-billion dollar investment\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-copilot\u002F\"\u003EChatGPT vs. Copilot: Which AI chatbot is better for you?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ENeither company disclosed the investment value, but unnamed sources told \u003Ca href=\"https:\u002F\u002Fwww.bloomberg.com\u002Fnews\u002Farticles\u002F2023-01-23\u002Fmicrosoft-makes-multibillion-dollar-investment-in-openai\" target=\"_blank\"\u003EBloomberg\u003C\u002Fa\u003E that it could total $10 billion over multiple years. In return, OpenAI's exclusive cloud-computing provider -- Microsoft Azure, powers all OpenAI workloads across research, products, and API services.\u003C\u002Fp\u003E\u003Cp\u003EMicrosoft has also used its OpenAI partnership to revamp its Bing search engine and improve its browser. On February 7, 2023, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-taps-chatgpt-to-improve-bing-and-the-edge-browser\u002F\" target=\"_blank\"\u003EMicrosoft unveiled a new Bing tool\u003C\u002Fa\u003E, now known as Copilot, that runs on OpenAI's GPT-4, customized specifically for search.\u003C\u002Fp\u003E\u003Ch2\u003EHow does Copilot compare to ChatGPT?\u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-copilot\u002F\" target=\"_blank\"\u003ECopilot\u003C\u002Fa\u003E uses OpenAI's GPT-4, which means that since its launch, it has been more efficient and capable than the standard, free version of ChatGPT, which was powered by GPT 3.5 at the time. At the time, Copilot boasted several other features over ChatGPT, such as access to the internet, knowledge of current information, and footnotes.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-was-a-copilot-diehard-until-chatgpt-added-these-5-features\u002F\"\u003EI was a Copilot diehard until ChatGPT added these 5 features\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn May 2024, however, OpenAI supercharged the free version of its chatbot with GPT-4o. The upgrade gave users GPT-4 level intelligence, the ability to get responses from the web, analyze data, chat about photos and documents, use GPTs, and access the GPT Store and Voice Mode. After the upgrade, ChatGPT reclaimed its crown as the best AI chatbot.\u003C\u002Fp\u003E\u003Ch2\u003EWhat is Gemini and how does it relate to ChatGPT?\u003C\u002Fh2\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-googles-gemini-ai-tool-formerly-bard-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EGemini\u003C\u002Fa\u003E is Google's AI chat service, a rival to ChatGPT. On February 6, 2023, Google introduced its experimental AI chat service, which was then called Google Bard. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-microsoft-copilot-vs-gemini-which-is-the-best-ai-chatbot\u002F\"\u003EChatGPT vs. Microsoft Copilot vs. Gemini: Which is the best AI chatbot?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOver a month after the announcement, Google began rolling out \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-opened-its-bard-waitlist-to-the-public-heres-how-you-can-get-on-it\u002F\"\u003Eaccess to Bard first via a waitlist\u003C\u002Fa\u003E. Now, the tool is available to the public. The biggest perk of Gemini is that it has Google Search at its core and has the same feel as Google products. Therefore, if you are an avid Google user, Gemini might be the best AI chatbot for you. \u003C\u002Fp\u003E\u003Ch2\u003EWhat is Apple's involvement with OpenAI?\u003C\u002Fh2\u003E\u003Cp\u003EAt Apple's \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fapple-wwdc-2024-recap-every-new-feature-in-ios-18-siri-ai-and-more\u002F\" target=\"_blank\"\u003EWorldwide Developer's Conference\u003C\u002Fa\u003E in June 2024, the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fapple-announces-new-openai-iphone-features-at-wwdc\u002F\" target=\"_blank\"\u003Ecompany announced a partnership with OpenAI\u003C\u002Fa\u003E that will integrate ChatGPT with Siri. With the user's permission, Siri can request ChatGPT for help if Siri deems a task is better suited for ChatGPT. This feature has not yet been released to users.   \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-13 14:16:00",timezone:"UTC",updated:c,published:c},description:"As the AI chatbot's advanced conversational capabilities continue to generate buzz, here are detailed answers to your most-asked questions.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"3801fad3-f8f8-45ee-b91f-dae9ad76405f",image:{id:"31cecfff-1037-4f9f-8191-392ff0b59477",filename:"img-5409.jpg",dateCreated:{created:c,date:"2024-11-07 19:07:10",timezone:"UTC",updated:c,published:c},alt:"ChatGPT app",credits:"Sabrina Ortiz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F07\u002F31cecfff-1037-4f9f-8191-392ff0b59477\u002Fimg-5409.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1725,height:970,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"guide",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"what-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you",startYear:c,summary:b,title:"What is ChatGPT? How the world's most popular AI chatbot can benefit you",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"9d3e6108-0023-11e4-95d2-02911863765e",slug:"innovation",name:"Innovation",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"3277420d-81e1-4b7d-a9b7-aed99426686d\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"PDF ChatGPT\" data-image-filename=\"img-4687.jpg\" data-image-date-created=\"2024\u002F06\u002F14\" data-image-crop=\"2366x1209+0+122\" data-image-width=\"2366\" data-image-height=\"1331\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EFrom contracts to research papers, most important documents come in lengthy PDFs -- regardless of what you do, you're guaranteed to encounter them in your lifetime, and they nearly always contain verbose language. This is especially true if you are a student because teachers of all grade levels love to assign PDF handouts. AI can now help you better understand the content and save time doing so. \u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E can act as your assistant by parsing through the PDFs and being on standby for anything you need. It can answer questions, provide summaries, and even generate content from the text, including outlines, emails, and more. The best part is that the feature is entirely free. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-get-chatgpt-to-browse-the-web-for-free\u002F\"\u003E\u003Cstrong\u003E How to get ChatGPT to browse the web for free\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn May 2024, nearly a year after ChatGPT launched, OpenAI \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-ways-openai-just-supercharged-chatgpt-for-free-users\u002F\"\u003Eupgraded\u003C\u002Fa\u003E the free version of the chatbot with several GPT-4o features typically reserved for their paying customers, including the ability to upload screenshots, photos, and documents. Getting started with the tool is easy, and in the long run, it will save you lots of time and effort. \u003C\u002Fp\u003E\u003Ch2\u003EHow to use ChatGPT to analyze PDFs\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8ce1b760-7030-4dfe-8b9b-7cb7a4b6b241\" data-edition=\"us\" data-description=\"\u003Cp\u003EEven though OpenAI allows you to access ChatGPT without logging in, you will need to sign in to your account to use GPT-4o and its advanced features, including&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-just-gave-free-chatgpt-users-browsing-vision-and-more\u002F" target="_blank"\u003EBrowse, Vision, data analysis, file uploads, and GPTs.\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fhow-to-use-chatgpt-to-write-excel-formulas\u002F"\u003EHow to use ChatGPT to write Excel formulas\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you have never created a ChatGPT account, you can easily do so from the sign-in page or login with your existing Google or Microsoft account. I opted for the latter option, so I don't have to memorize another username and password.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"1. Log into ChatGPT \" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"8e1bef4c-9896-4fe5-ba7b-3088627bd6a8\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot: Maria Diaz\u002FZDNET\" data-image-alt-text=\"Log in to ChatGPT\" data-image-filename=\"login.jpg\" data-image-date-created=\"2023\u002F03\u002F08\" data-image-width=\"4032\" data-image-height=\"2268\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"e6b71edf-f6f0-45d2-b0d3-04a5e96bd4eb\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you sign in, you will be brought to the ChatGPT interface. Next to the textbox where you would typically insert text to start chatting, you will see a little paper clip icon. When you click that, you will have several options: Connect to Google Drive, Connect to Microsoft OneDrive, or Upload from a computer.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F"\u003EThe best AI chatbots of 2024: ChatGPT, Copilot and worthy alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESelect the best option for where your document lives. Since I typically upload a document I just downloaded, I always opt for upload from my computer. Then, you can click on the PDF you want assistance with. For this example, I am using a PDF of one of my ZDNET articles. &nbsp;\u003C\u002Fp\u003E\" data-hed=\"2. Upload your PDF\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"29fa9197-bce0-4e47-ba5a-67096a9ce7dd\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Upload a document into ChatGPT\" data-image-filename=\"screenshot-2024-06-14-at-4-06-41pm.png\" data-image-date-created=\"2024\u002F06\u002F14\" data-image-crop=\"2440x1371+135+357\" data-image-width=\"2618\" data-image-height=\"1728\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"0fe21af8-528f-4823-b987-0b405b9ccf5c\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you upload the PDF, you can accompany it with a text query that indicates what you'd like ChatGPT to do. You can make these prompts as adventurous or simple as you'd like. I kept it simple and asked for a summary: "Can you summarize what this article is about?"&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F"\u003EHow ChatGPT (and other AI chatbots) can help you write an essay\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs you can see in the photo below, I immediately got a comprehensive four-sentence summary, and since I wrote the article, I can verify that it was accurate.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EYou can also elicit the chatbot's help for more complex tasks. For example, you could ask the chatbot to "Take out the action items found in this PDF, place them in bullet points, and format them into an email addressed to my boss."&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-microsoft-copilot-vs-gemini-which-is-the-best-ai-chatbot\u002F"\u003EChatGPT vs. Microsoft Copilot vs. Gemini: Which is the best AI chatbot?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOverall, using ChatGPT to help parse through dense PDFs can help you save time and sift through long-winded paragraphs. Of course, always make sure to check ChatGPT's work for hallucinations, just in case. If you want to explore more document-summarizing tools, stay tuned for similar capabilities&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Feverything-to-know-about-apples-ai-features-coming-to-iphones-macs-and-ipads\u002F" target="_blank"\u003Ecoming to Apple OS\u003C\u002Fa\u003E&nbsp;later this year.\u003C\u002Fp\u003E\" data-hed=\"3. Add your question\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c44b8a28-fa54-4c48-807b-968f2dc3575f\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Upload PDF into ChatGPT example\" data-image-filename=\"screenshot-2024-06-14-at-3-53-31pm.png\" data-image-date-created=\"2024\u002F06\u002F14\" data-image-crop=\"2920x1420+12+10\" data-image-width=\"2932\" data-image-height=\"1430\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EFAQs\u003C\u002Fh2\u003E\u003Ch2\u003ECan ChatGPT summarize PDFs?\u003C\u002Fh2\u003E\u003Cp\u003EYes, ChatGPT can summarize PDFs for all users with an OpenAI account. Once signed in, users need to click on the paperclip icon next to the text box, select the PDF they would like analyzed, and accompany it with a text prompt explaining what they'd like ChatGPT to do. \u003C\u002Fp\u003E\u003Ch2\u003ECan ChatGPT summarize content other than PDFs?\u003C\u002Fh2\u003E\u003Cp\u003EYes, ChatGPT can summarize pretty much any content, including PDFs, images, handwritten notes, websites, copied and pasted text, and more. The steps are similar. You need to sign in or create an OpenAI account, import the content you want into ChatGPT, and accompany it with the text you need. \u003C\u002Fp\u003E\u003Ch2\u003EAre ChatGPT's summarizing features free?\u003C\u002Fh2\u003E\u003Cp\u003EYes, ChatGPT's summarizing features are free. The only caveat is that you need to have an OpenAI account, which is free to create. Creating an account is easy because you can use an existing Google or Microsoft account or just make a new username and password. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E\u003Cbr\u003E\u003C\u002Fh2\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-08-20 09:00:00",timezone:"UTC",updated:c,published:c},description:"If you're dreading going back to school because of the lengthy reading assignments, here's how to save time and energy with an AI assistant that can help with reading, summarizing, and outlining content.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"554ede84-011c-4af9-87ca-6f5e7b42774e",image:{id:"3277420d-81e1-4b7d-a9b7-aed99426686d",filename:"img-4687.jpg",dateCreated:{created:c,date:"2024-06-14 20:18:44",timezone:"UTC",updated:c,published:c},alt:"Log in to ChatGPT",credits:"Screenshot: Maria Diaz\u002FZDNET",caption:"\u003Cp\u003EIf you haven't created an account, click on Sign Up. Otherwise, log in with your OpenAI credentials.\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F06\u002F14\u002F3277420d-81e1-4b7d-a9b7-aed99426686d\u002Fimg-4687.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2366,height:1331,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-use-chatgpt-to-analyze-lengthy-pdfs-for-free",startYear:c,summary:b,title:"How to use ChatGPT to analyze PDFs (and more) for free",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"5fa01c0c-37df-4de4-bb15-faf8f94dcdb6\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT Plus\" data-image-filename=\"img-2082.jpg\" data-image-date-created=\"2024\u002F04\u002F15\" data-image-width=\"2718\" data-image-height=\"1529\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWhen \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E was first unveiled in November 2022, it was free for all users. However, its \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-just-became-the-fastest-growing-app-of-all-time\u002F\" target=\"_blank\"\u003Equick surge in popularity\u003C\u002Fa\u003E caused extended wait times and blackout periods. As a result, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-launches-chatgpt-plus-a-new-subscription-service\u002F\" target=\"_blank\"\u003EOpenAI added its subscription plan\u003C\u002Fa\u003E, which helped users avoid the wait and access other convenient perks. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-chatgpt-plus-is-it-worth-the-subscription-fee\u002F\"\u003EChatGPT vs ChatGPT Plus: Is it worth the subscription fee?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EChatGPT's subscription plan is called \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgpt-3-5-vs-gpt-4-is-chatgpt-plus-worth-its-subscription-fee\u002F\" target=\"_blank\"\u003EChatGPT Plus\u003C\u002Fa\u003E and costs $20\u002Fmonth. Since its introduction, the paid subscription model has offered different perks to subscribers, with the highlights now including priority access to new features and improvements, including OpenAI's latest and greatest updates, such as \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-gives-chatgpt-subscribers-a-smarter-more-conversational-gpt-4-turbo\u002F\" target=\"_blank\"\u003E5x greater limits to GPT-4o\u003C\u002Fa\u003E, access to OpenAI o1-preview and o1-mini,\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-rolls-out-new-advanced-voice-mode-heres-how-you-can-access\u002F\" target=\"_blank\"\u003EAdvanced Voice Mode\u003C\u002Fa\u003E, unlimited image generation, and more. \u003C\u002Fp\u003E\u003Cp\u003EThese features combined make ChatGPT Plus a must-subscribe for individuals who rely on ChatGPT for their daily workflow. If you're not convinced, here are the seven most compelling reasons why a ChatGPT Plus subscription might be worth it. \u003C\u002Fp\u003E\u003Ch2\u003E1. You want to access to ChatGPT Search\u003C\u002Fh2\u003E\u003Cp\u003EIn November, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-plans-to-offer-its-250-million-chaptgpt-users-even-more-services\u002F\"\u003EOpenAI\u003C\u002Fa\u003E unveiled \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-just-upgraded-chatgpt-with-a-search-engine-to-rival-google\u002F\"\u003EChatGPT Search\u003C\u002Fa\u003E, which lets users search the web directly within \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhy-natural-language-ai-scripting-in-microsoft-excel-could-be-a-game-changer\u002F\"\u003EChatGPT\u003C\u002Fa\u003E for timely, up-to-date information, complete with citations linked to sources. The tool can be called on manually or activated whenever a user prompt could benefit from web-based information. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-has-officially-replaced-google-search-for-me-heres-why\u002F\"\u003EChatGPT has officially replaced Google Search for me - here's why\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe biggest perk is that you can enter search queries that follow your natural train of thought instead of formulating carefully curated searches with keywords like you would on Google. ChatGPT Search will understand the meaning of your query by leveraging its natural language capabilities. This means you can spend less time crafting a tailored search query but still get exactly what you want. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-make-chatgpt-your-default-search-engine-in-chrome-heres-how\u002F\"\u003EYou can make ChatGPT your default search engine in Chrome. Here's how\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOf course, all of the responses keep the conversational tone of ChatGPT, making sure the answers are easy to understand and concise, helping you save time by not having to click into multiple articles and skim to find your answer. There is even an option to make ChatGPT your default search engine in Chrome. To unlock any of these ChatGPT Search perks. you need a ChatGPT Plus subscription. \u003C\u002Fp\u003E\u003Ch2\u003E2. You want to access the o1-preview\u003C\u002Fh2\u003E\u003Cp\u003EIf you use ChatGPT for any use cases that could benefit from advanced reasoning, you'll want to try the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-trained-its-new-o1-ai-models-to-think-before-they-speak-how-to-access-them\u002F\" target=\"_blank\"\u003Eo1-preview model\u003C\u002Fa\u003E. Released in early September, the o1 family of models was trained to \"think before they speak,\" which produces higher-quality responses on complex prompts such as math and coding. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-well-can-openais-o1-preview-code-it-aced-my-4-tests-and-showed-its-work-in-surprising-detail\u002F\"\u003EHow well can OpenAI's o1-preview code? It aced my 4 tests - and showed its work\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFree users do not have access to o1-preview, as it is limited to paying subscribers, including ChatGPT Team, ChatGPT Enterprise, ChatGPT Edu, and, of course, ChatGPT Plus users. Upon launch, OpenAI shared that it plans to bring o1-preview to free users soon; so far, however, only some users have seen the model rolled out to them with limits under \"Alpha Models\" in the model toggle selector. \u003C\u002Fp\u003E\u003Cp\u003EIn September, with my free account, I had access to o1-mini through the Alpha Models option, but now I don't have access anymore. Therefore, if you could really benefit from the model's advanced capabilities, the best way to ensure access is via a subscription. \u003C\u002Fp\u003E\u003Ch2\u003E3. You want to access to GPT-4o with canvas\u003C\u002Fh2\u003E\u003Cp\u003ESince GPT-4o with \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-launches-chatgpt-canvas-tool-for-coders-and-writers-heres-how-it-works\u002F#link={\" target=\"_blank\"\u003Ecanvas was rolled out\u003C\u002Fa\u003E to ChatGPT Plus subscribers, I have selected this feature nearly every time I use ChatGPT. When GPT-4o with canvas is selected from the model selector, a new interface that makes collaborating on writing and coding projects easier with ChatGPT opens. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fim-a-chatgpt-power-user-and-this-new-feature-instantly-made-me-more-productive\u002F\"\u003EI'm a ChatGPT power user - and this new feature instantly made me more productive\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe interface displays the edited project on the right side of the screen and keeps the initial prompt on the left, with a textbox available to ask additional questions. If you use ChatGPT as a co-editor for writing or coding projects, this interface helps significantly because you can keep track of the project and the edits, as every edit is automatically applied to the project. \u003C\u002Fp\u003E\u003Cp\u003EOther perks, including shortcuts, help you transform your project with a click. For example, the writing shortcuts help users adjust lengths, change reading levels, add emojis, and \"add final polish,\" which checks for grammar, clarity, and consistency.\u003C\u002Fp\u003E\u003Ch2\u003E4. You need a greater GPT-4o message limit \u003C\u002Fh2\u003E\u003Cp\u003EAfter OpenAI supercharged the free version of its chatbot, the perks of subscription were less obvious. However, one of the biggest selling points of ChatGPT Plus is its greater GPT-4o message limit for users. Compared to free users, subscribers have a five times greater message limit, with Team and Enterprise users having even higher limits. GPT-4o is OpenAI's most advanced model, so greater access could be useful, especially if you implement ChatGPT into your everyday workflow. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E5. You want to experience Advanced Voice Mode first\u003C\u002Fh2\u003E\u003Cp\u003EOne of the coolest features announced during OpenAI's Spring Updates event was a new Voice Mode, which allows users to chat with ChatGPT via real-time video. As seen in the demo below, with the new Voice Mode, ChatGPT can respond to queries and continue the conversation, taking into account your surroundings:\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"twitter_tweet\" data-size=\"medium\" data-float=\"none\" data-oembed=\"{"author_name":"OpenAI","author_url":"https:\\\u002F\\\u002Ftwitter.com\\\u002FOpenAI","cache_age":"3153600000","height":null,"html":"\u003Cblockquote class=\\"twitter-tweet\\"\u003E\u003Cp lang=\\"en\\" dir=\\"ltr\\"\u003ELive audience request for GPT-4o vision capabilities \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FFPRXpZ2I9N\\"\u003Epic.twitter.com\\\u002FFPRXpZ2I9N\u003C\\\u002Fa\u003E\u003C\\\u002Fp\u003E&mdash; OpenAI (@OpenAI) \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002FOpenAI\\\u002Fstatus\\\u002F1790130706376540464?ref_src=twsrc^tfw\\"\u003EMay 13, 2024\u003C\\\u002Fa\u003E\u003C\\\u002Fblockquote\u003E\\n\\n","provider_name":"Twitter","provider_url":"https:\\\u002F\\\u002Ftwitter.com","type":"rich","url":"https:\\\u002F\\\u002Ftwitter.com\\\u002FOpenAI\\\u002Fstatus\\\u002F1790130706376540464","version":"1.0","width":550}\" data-url=\"https:\u002F\u002Ftwitter.com\u002FOpenAI\u002Fstatus\u002F1790130706376540464\" data-conversation=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EVoice Mode includes other upgrades that make the chatbot a more conversational experience, including pausing when interrupted and voice variations. Voice Mode is available to all ChatGPT Plus and Team users and as a limited monthly preview for Free users in the iOS or Android mobile apps. This version is limited from what was originally seen in the demo above, only having features that allow it to be interrupted and respond to user emotions. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpts-voice-mode-and-why-youll-want-to\u002F\"\u003EHow to use ChatGPT's Voice Mode\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOpenAI previously shared that \"video and screen sharing capabilities will launch at a later date.\" Still, if you want to try a smarter voice assistant ahead of everyone else, the subscription may be worth it. \u003C\u002Fp\u003E\u003Ch2\u003E6. You want to generate images using DALLE-3\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cp\u003EWhen OpenAI first launched DALL-E 2, the text-to-image generator was available to the public for free with a credit allowance that was replenished every month. However, after launching its most advanced text-to-image model, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-dall-e-3-in-chatgpt\u002F\"\u003EDALL-E 3\u003C\u002Fa\u003E, the company discontinued access to DALL-E 2. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-dall-e-3-in-chatgpt\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-dall-e-3-in-chatgpt\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22How%20to%20use%20DALL-E%203%20in%20ChatGPT%22%7D\"\u003E\u003Cstrong\u003EHow to use DALL-E 3 in ChatGPT\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EThat change means the only way to access DALL-E unlimitedly in an OpenAI offering is through a ChatGPT Plus subscription. With the Plus subscription, users can access DALL-E 3's image-generating capabilities within the ChatGPT interface by simply entering a conversational prompt. Free users can also access generated images within ChatGPT, but with a daily limit of two generations per day, which is significantly less than other \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\" target=\"_blank\"\u003Efree generators\u003C\u002Fa\u003E on the market.  \u003C\u002Fp\u003E\u003Ch2\u003E7. You want to create custom GPTs\u003C\u002Fh2\u003E\u003Cp\u003EOpenAI initially unveiled plugins to connect to ChatGPT third-party applications, including access to real-time information on the web and links to popular applications, such as Expedia, OpenTable, Kayak, and more. However, as of March 19, OpenAI stopped allowing users to install new plugins or start new conversations with existing ones, replacing these connections with custom GPTs. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwant-to-try-gpt-4o-mini-3-ways-to-access-the-smarter-cheaper-ai-model-and-2-are-free\u002F\"\u003EWant to try GPT-4o mini? 3 ways to access the smarter, cheaper AI model - and 2 are free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWith custom GPTs, users can \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fheres-how-to-create-your-own-custom-chatbots-using-chatgpt\u002F\"\u003Ecreatenew chatbots\u003C\u002Fa\u003E that suit their purpose and browse the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgpt-store-openais-most-compelling-reason-to-become-a-chatgpt-plus-subscriber-yet\u002F\"\u003EGPT Store\u003C\u002Fa\u003E, which has millions of custom chatbots for different tasks, including known applications, such as Canva, AllTrails, Code Tutor, and Adobe Express. With the free version, users can access the GPT Store. However, those users are unable to create their own chatbots, which is arguably the best way to optimize the chatbot for your own specific use case. \u003C\u002Fp\u003E\u003Ch2\u003EHow to subscribe to ChatGPT Plus\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cp\u003EIf you want to expand how you use ChatGPT and experience all the chatbot has to offer, you have to create or sign in to your OpenAI account. Then, you can click the 'Upgrade to Plus' button, select ChatGPT Plus, and complete the transaction. \u003C\u002Fp\u003E\u003Ch2\u003EFAQs\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"b47c4638-efbc-4e4c-8f82-8697cbb18adc\" data-edition=\"us\" data-description=\"\u003Cp\u003EYes, the free version is still available to the public. With the free plan, you get full access to the chatbot. The disadvantages of the free plan are that you&nbsp;won't have access to the latest updates, such as&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F"\u003EChatGPT's\u003C\u002Fa\u003E&nbsp;Voice Mode.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"Can I still use ChatGPT for free?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"37738cf0-3eb5-48a4-acff-6b3f40e51c72\" data-edition=\"us\" data-description=\"\u003Cp\u003EChatGPT Plus membership is currently priced at $20\u002Fmonth. Although this might seem steep, it is comparable to similar subscriptions such as&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-unveils-a-slew-of-copilot-updates-including-copilot-pro-heres-whats-new\u002F" target="_blank"\u003ECopilot Pro\u003C\u002Fa\u003E, which is also $20\u002Fmonth.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"How much is ChatGPT Plus membership?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"19956a64-302b-41b4-9718-e4781917cc30\" data-edition=\"us\" data-description=\"\u003Cp\u003EAfter OpenAI unveiled new features for ChatGPT Plus on DevDay, there was a surge in subscribers, which triggered a pause in ChatGPT Plus signups. However, OpenAI&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-sign-up-for-chatgpt-plus-again-no-waiting-required\u002F" target="_blank"\u003Ereopened signups\u003C\u002Fa\u003E&nbsp;and now you can proceed as usual.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"Is there a waitlist for ChatGPT Plus?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"1797e75d-fcbc-4888-bbb5-d04f409aa582\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe biggest perks of a ChatGPT Plus membership include priority access to the latest upgrades, such as GPT-4o and the new Voice Mode.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"What are the advantages of a ChatGPT Plus membership?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"fe067642-d18c-4517-b0f6-20cecde284fe\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe answer to this question depends on your personal use case. However, ZDNET experts have tested the tool and found the&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgpt-3-5-vs-gpt-4-is-chatgpt-plus-worth-its-subscription-fee\u002F" target="_blank"\u003Esubscription fee is worth the cost\u003C\u002Fa\u003E&nbsp;because ChatGPT Plus is smarter, more accurate, more reliable, and it gets new features first.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"Is ChatGPT Plus worth it?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Ch2\u003E\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Ch2\u003E\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Ch2\u003E \u003Cbr\u003E\u003C\u002Fh2\u003E\u003Ch2\u003E\u003Cbr\u003E\u003C\u002Fh2\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-14 10:00:00",timezone:"UTC",updated:c,published:c},description:"OpenAI keeps unveiling new features and rolling them out to its Plus plan subscribers. Here's what you get with a subscription.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"0c870eef-62ca-4f15-8f7e-d3341091163f",image:{id:"7480bac9-20c0-40b8-86f4-394316ee0555",filename:"gptplus.jpg",dateCreated:{created:c,date:"2023-12-04 18:09:10",timezone:"UTC",updated:c,published:c},alt:"ChatGPT Plus",credits:"Getty Images\u002FNurPhoto",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F12\u002F04\u002F7480bac9-20c0-40b8-86f4-394316ee0555\u002Fgptplus.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:6738,height:3790,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-subscribe-to-chatgpt-plus-and-7-reasons-why-you-should",startYear:c,summary:b,title:"How to subscribe to ChatGPT Plus (and 7 reasons why you should)",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"3177921b-c0af-4fb6-92aa-e7b7ca10827d\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"cnythzl\u002FGetty Images\" data-image-alt-text=\"Keyboard illustration\" data-image-filename=\"gettyimages-181050396.jpg\" data-image-date-created=\"2024\u002F11\u002F13\" data-image-crop=\"2140x1202+1+159\" data-image-width=\"2141\" data-image-height=\"1400\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E is capable of doing many different things very well. One of the biggest standout features is its ability to compose all sorts of text within seconds, including lighthearted requests, such as songs, poems, and bedtime stories, and higher-level requirements, like essays. reports, and papers. \u003C\u002Fp\u003E\u003Cp\u003EThe chatbot's writing abilities are fun to experiment with but can provide tangible assistance with everyday tasks, boosting productivity and cutting time wasted on lower-level tasks. Whether you are a student, a working professional, or just trying to get stuff done, we constantly take time to compose emails, texts, reports, and more. ChatGPT can help you claim some of that time back by helping you brainstorm, outline, and even compose any text you need. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EHow to use ChatGPT to write: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\" target=\"_blank\"\u003ECode\u003C\u002Fa\u003E | \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fhow-to-use-chatgpt-to-write-excel-formulas\u002F?ftag=CAD-03-10abf6j\" target=\"_blank\"\u003EExcel formulas\u003C\u002Fa\u003E | \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-build-your-resume\u002F\" target=\"_blank\"\u003EResumes\u003C\u002Fa\u003E | \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-a-cover-letter\u002F\" target=\"_blank\"\u003ECover letters\u003C\u002Fa\u003E \u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EContrary to popular belief, ChatGPT can do much more than write an essay for you from scratch (which would be considered plagiarism). A more practical and helpful way to use the chatbot is to have it guide your writing process and improve your text. Think about it as having an editor on command. \u003C\u002Fp\u003E\u003Cp\u003EBelow, we show you how to use ChatGPT for writing assistance and include other helpful tips. \u003C\u002Fp\u003E\u003Ch2\u003EHow ChatGPT can help you write an essay\u003C\u002Fh2\u003E\u003Cp\u003EIf you want to use ChatGPT to support your writing, here are five techniques to explore. \u003C\u002Fp\u003E\u003Cp\u003EIt is also worth noting that other \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\" target=\"_blank\"\u003EAI chatbots\u003C\u002Fa\u003E can output the same results as ChatGPT or are even better, depending on your needs. \u003C\u002Fp\u003E\u003Cp\u003EFor example, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-copilot-formerly-bing-chat-heres-everything-you-need-to-know\u002F#link={\" target=\"_blank\"\u003ECopilot\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F5-reasons-why-i-prefer-perplexity-over-every-other-ai-chatbot\u002F\" target=\"_blank\"\u003EPerplexity\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-gemini\u002F\" target=\"_blank\"\u003EGemini\u003C\u002Fa\u003E also have access to the internet and include footnotes linking back to the source for all their responses, making the chatbots solid alternatives if you'd rather skip out on ChatGPT. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots of 2024: ChatGPT and alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ERegardless of which AI chatbot you pick, you can use the tips below to get the most out of your \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-write-better-chatgpt-prompts\u002F\" target=\"_blank\"\u003Eprompts\u003C\u002Fa\u003E and AI assistance.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"18586458-ae56-47c7-9241-2cf40086907c\" data-edition=\"us\" data-description=\"\u003Cp\u003EBefore writing an essay or report, you need to flesh out what you want to write. Typically when written deliverables of any capacity are assigned, people are given leeway for self-expression and analysis.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EAs a result, most writers have the task of finding the angle to approach the report on their own. If you have written an essay recently, you know that finding the angle is often the trickiest part -- and this is where ChatGPT can help.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-do-ai-checkers-work\u002F"\u003EHow do AI checkers actually work?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAll you need to do is input the assignment topic, include as much detail as you'd like -- such as what you're thinking about covering -- and let ChatGPT do the rest. For example, based on a paper prompt I had in college, I asked:\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003ECan you help me come up with a topic idea for this assignment, "You will write a research paper or case study on a leadership topic of your choice." I would like it to include Blake and Mouton's Managerial Leadership Grid and possibly a historical figure.&nbsp;\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cp\u003EWithin seconds, the chatbot produced a response that provided me with the easy title, options of historical figures on which to focus my article, insight into what information I could include in my paper, and specific examples of a case study I could use.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"1. Use ChatGPT to generate essay ideas\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d2830617-109a-473b-b1d9-09109ed56587\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT screenshot\" data-image-filename=\"screenshot-2024-08-19-at-11-54-57am.png\" data-image-date-created=\"2024\u002F08\u002F19\" data-image-width=\"2934\" data-image-height=\"1708\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"79187b5e-9557-493d-8c22-b8060bd32ba4\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you have a solid topic, it's time to start brainstorming what you want to include in the essay. To facilitate the writing process, I always create an outline, including all the points I want to touch upon in my essay. However, the outline-writing process is usually tedious as you need to find everything you want to include.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EWith ChatGPT, all you have to do is ask it to write the outline for you.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EUsing the topic that ChatGPT helped me generate in step one, I asked the chatbot to write me an outline by saying:&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003ECan you create an outline for a paper, "Examining the Leadership Style of Abraham Lincoln through Blake and Mouton's Managerial Leadership Grid."\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Five-tested-a-lot-of-ai-tools-for-work-these-are-the-four-i-use-almost-daily-to-get-more-done-faster\u002F"\u003EI've tested a lot of AI tools for work. These are the four I use almost daily to get more done - faster\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAfter a few seconds, the chatbot produced a holistic outline divided into seven sections, with three points under each section.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EThis outline is thorough and can be condensed for a shorter essay or elaborated on for a longer paper. If you don't like something or want to tweak the outline further, you can do so manually or with more instructions to ChatGPT.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EIf you want ChatGPT to include links and sources throughout, you can ask and the tool&nbsp;will regenerate the answer using its \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-get-chatgpt-to-browse-the-web-for-free\u002F" target="_blank"\u003Eweb-browsing feature\u003C\u002Fa\u003E, further expediting your essay-writing process.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"2. Use the chatbot to create an outline\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"09c50a61-cd9e-4440-98e5-0c7984551b0b\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT screenshot\" data-image-filename=\"screenshot-2024-08-19-at-12-07-29pm.png\" data-image-date-created=\"2024\u002F08\u002F19\" data-image-width=\"2862\" data-image-height=\"1706\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"57454729-9b6a-41cc-acc1-1377ed350057\" data-edition=\"us\" data-description=\"\u003Cp\u003ENow that you know exactly what you want to write, it's time to find reputable sources for your information. If you don't know where to start, you can ask ChatGPT.\u003C\u002Fp\u003E\u003Cp\u003EAll you need to do is ask the AI to find sources for your essay topic. The biggest thing to remember is to include the type of source you want, whether web pages, books, PDFs, research papers, or something else.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-make-chatgpt-provide-sources-and-citations\u002F" target="_blank"\u003E\u003Cstrong\u003EHow to make ChatGPT provide sources and citations\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EThese details are necessary because when you specify web pages, ChatGPT will activate the web-browsing feature and include web links in its article. If you use a very general prompt, however, it will likely default to generating its answer from its database, which isn't up to date.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EFor example, I asked the following:&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003E"Can you help me find web links that I could use as sources for a paper, "Examining the Leadership Style of Abraham Lincoln through Blake and Mouton's Managerial Leadership Grid?"\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you are signed in but have a free account, the chatbot outputs links, accessible right at the top of the answer under the dropdown that says "Searched # of sites". Then, within the response, it will answer your prompt conversationally, including sources with site names and links in parathesis.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EIf you are signed in to a ChatGPT Plus account, the chatbot will automatically activate ChatGPT Search. This feature lets users search the web directly within ChatGPT for timely, up-to-date information, complete with citations linked to sources.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EThe answers include in-line citations, a "sources" button, which, when clicked, populates a long list of links on the right-hand bar, and, in some cases, a few relevant web links beneath the answer, as seen in the photo below.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"3. Use ChatGPT to find sources\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"59175fba-bc98-4274-8c6d-ab88bdc04e4d\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatgPT essay article example\" data-image-filename=\"screenshot-2024-11-13-at-1-41-49pm.png\" data-image-date-created=\"2024\u002F11\u002F13\" data-image-width=\"1318\" data-image-height=\"829\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"160e02bc-4628-40d2-b86d-a43329e74d6f\" data-edition=\"us\" data-description=\"\u003Cp\u003EIt is worth noting that if you take the text directly from the chatbot and submit it, your work could be considered plagiarism since it is not your original work. As with any information taken from another source, the text generated by an AI should be identified and credited to the chatbot in your work.\u003C\u002Fp\u003E\u003Cp\u003EIn most educational institutions, the penalties for plagiarism are severe, ranging from a failing grade to expulsion from the school. A better use of ChatGPT's writing features would be to create a sample essay to guide your writing.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-microsoft-copilot-vs-gemini-which-is-the-best-ai-chatbot\u002F"\u003EChatGPT vs. Microsoft Copilot vs. Gemini: Which is the best AI chatbot?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you still want ChatGPT to create an essay from scratch, enter the topic and the desired length. For example, I input the following text:&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003ECan you write a five-paragraph essay on the topic, "Examining the Leadership Style of Abraham Lincoln through Blake and Mouton's Managerial Leadership Grid."\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cp\u003EWithin seconds, the chatbot gave the exact output I required: a coherent, five-paragraph essay on the topic. You could then use that text to guide your writing.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EAt this point, it's worth remembering \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-does-chatgpt-work\u002F" target="_blank"\u003Ehow tools like ChatGPT work\u003C\u002Fa\u003E: they put words together in a form that they think is statistically valid, but they don't know if what they say is true or accurate.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EAs a result, the output you receive might include invented facts, details, or other oddities. The AI-generated text might be a useful starting point for your work but don't expect it to be entirely accurate, and always double-check the content.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"4. Use ChatGPT to write an essay\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"7db20c57-1530-4bc8-85a7-138656f82491\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT essay example two\" data-image-filename=\"screenshot-2024-11-13-at-1-45-07pm.png\" data-image-date-created=\"2024\u002F11\u002F13\" data-image-width=\"1327\" data-image-height=\"829\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"88a8617c-fd4a-4e9e-bab7-112bf979b015\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you've written your essay, you can use ChatGPT's advanced writing capabilities to edit the piece.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EYou can tell the chatbot what you want it to edit. For example, I asked ChatGPT to edit our five-paragraph essay for structure and grammar, but other options could have included flow, tone, and more.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-make-charts-and-tables\u002F" target="_blank"\u003E\u003Cstrong\u003EHow to use ChatGPT to make charts and tables\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EOnce you ask the tool to edit your essay, it will prompt you to paste your text into the chatbot. ChatGPT will then output your essay with corrections made. This feature is particularly useful because ChatGPT edits your essay more thoroughly than a basic proofreading tool, as it goes beyond simply checking spelling.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EYou can also co-edit with the chatbot, asking it to review a specific paragraph or sentence and rewrite or fix the text for clarity. I find this feature very helpful.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"5. Use ChatGPT to co-edit your essay\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"fcb755d6-64d4-4293-af8b-b6dac19b7205\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Ffcb755d6-64d4-4293-af8b-b6dac19b7205\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-14 11:19:00",timezone:"UTC",updated:c,published:c},description:"ChatGPT can improve your writing process, from brainstorming to getting words on paper. Here's how.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"6b657451-98c1-44d6-b56e-c905df1738ae",image:{id:"3177921b-c0af-4fb6-92aa-e7b7ca10827d",filename:"gettyimages-181050396.jpg",dateCreated:{created:c,date:"2024-11-13 18:48:26",timezone:"UTC",updated:c,published:c},alt:"Keyboard illustration",credits:"cnythzl\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F13\u002F3177921b-c0af-4fb6-92aa-e7b7ca10827d\u002Fgettyimages-181050396.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2141,height:1400,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"5-ways-chatgpt-can-help-you-write-essays",startYear:c,summary:b,title:"5 ways ChatGPT can help you write essays",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"df704c7a-2d6b-430c-ad07-4482986fe05e\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Jonathan Raa\u002FNurPhoto via Getty Images\" data-image-alt-text=\"ChatGPT on phone\" data-image-filename=\"gettyimages-1611741811.jpg\" data-image-date-created=\"2023\u002F08\u002F24\" data-image-width=\"6048\" data-image-height=\"4024\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EOne of the biggest complaints about \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E is that it provides information that is difficult to check for accuracy. Those complaints exist because ChatGPT doesn't provide the sources, footnotes, or links from which it derived the information in its answers. \u003C\u002Fp\u003E\u003Cp\u003EWhile that is true for the GPT-3.5 model, GPT-4 and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-put-gpt-4o-through-my-coding-tests-and-it-aced-them-except-for-one-weird-result\u002F\" target=\"_blank\"\u003EGPT-4o\u003C\u002Fa\u003E provide more citation resources. While GPT-4 is only for paid subscribers, GPT-4o is available to both free and paid subscribers, although free users get fewer citations and less detail than users with a \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F\" target=\"_blank\"\u003EChatGPT Plus subscription\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F4-things-claude-ai-can-do-that-chatgpt-cant\u002F\"\u003E4 things Claude AI can do that ChatGPT can't\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E \u003C\u002Fp\u003E\u003Cp\u003EHere's how ChatGPT describes the approach: \"GPT-4o in free mode provides basic and essential citations, focusing on quick and concise references to ensure information is traceable. In contrast, GPT-4o in paid mode offers enhanced, detailed, and frequent citations, including multiple sources and contextual annotations to provide comprehensive verification and understanding of the information. This ensures a robust and reliable experience, especially beneficial for users requiring in-depth information and thorough source verification.\"\u003C\u002Fp\u003E\u003Cp\u003EEven with the provided citations in GPT-4o, there are ways to improve your results.\u003C\u002Fp\u003E\u003Ch2\u003E How to make ChatGPT provide sources and citations \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"4d0b6c24-6c4e-4401-8bcd-723380941b3e\" data-edition=\"us\" data-description=\"\u003Cp\u003ETo start, you need to ask ChatGPT something that needs sources or citations. I've found it's better to ask a question with a longer answer, so there's more "meat" for ChatGPT to chew on.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F" target="_blank"\u003E\u003Cstrong\u003EThe best AI chatbots: ChatGPT and other interesting alternatives to try\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EKeep in mind that ChatGPT can't provide any information after January 2022 for GPT-3.5, April 2023 for GPT-4, and October 2023 for GPT-4o, and requests for information pre-internet (say, for a paper on Ronald Reagan's presidency) will have far fewer available sources.\u003C\u002Fp\u003E\u003Cp\u003EHere's an example of a prompt I wrote on a topic that I worked on a lot when I was in grad school:\u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003E\u003Cstrong\u003EDescribe the learning theories of cognitivism, behaviorism, and constructivism\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\" data-hed=\"1. Write a query and ask ChatGPT\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a80a7a6f-b07b-4a8f-82f3-bc04b125ca04\" data-edition=\"us\" data-description=\"\u003Cp\u003EThis is where a bit of \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwant-to-learn-more-about-prompt-engineering-this-free-course-can-help\u002F" target="_blank"\u003Eprompt engineering\u003C\u002Fa\u003E comes in. A good starting point is with this query:\u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003E\u003Cstrong\u003EPlease provide sources for the previous answer\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EI've found that this prompt often provides offline sources, books, papers, etc. The problem with offline sources is you can't check their veracity. Still, it's a starting point. A better query is this:\u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003E\u003Cstrong\u003EPlease provide URL sources\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EThis prompt specifically tells ChatGPT that you want clickable links to sources. You can also tweak this prompt by asking for a specific quantity of sources, although your mileage might vary in terms of how many you get back:\u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003E\u003Cstrong\u003EPlease provide 10 URL sources\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\" data-hed=\"2. Ask ChatGPT to provide sources\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"e88d6363-ff7c-4ddb-849f-16d03a8a465f\" data-edition=\"us\" data-description=\"\u003Cp\u003EMost large language models&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-write-better-chatgpt-prompts\u002F" target="_blank"\u003Erespond well to detail and specificity\u003C\u002Fa\u003E. So if you're asking for sources, you can push for higher-quality sources. You'll need to specify that you need reliable and accurate sources. While this approach won't necessarily work, it may remind the AI chatbot to give you more useful responses. For example:\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPlease provide me with reputable sources to support my argument on... (whatever the topic is you're looking at)\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EYou can also tell ChatGPT the kinds of sources you want. If you're looking for scholarly articles, peer-reviewed journals, books, or authoritative websites, mention these preferences explicitly. For example:\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPlease recommend peer-reviewed journals that discuss... (and here, repeat what you discussed earlier in your conversation)\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhen dealing with abstract concepts or theories, request that ChatGPT provide a conceptual framework and real-world examples. Here's an example:\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ECan you describe the principles of Vygotsky's Social Development Theory and provide real-world examples where these principles were applied, including sources for these examples?\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis approach gives you a theoretical explanation and practical instances to trace the original sources or case studies.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Ftwo-ways-you-can-build-custom-ai-assistants-with-gpt-4o-and-one-is-free\u002F" target="_blank"\u003ETwo ways you can build custom AI assistants with GPT-4o\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAnother idea is to use sources that don't have link rot (that is, they're no longer online at the URL that ChatGPT might know). Be careful with this idea, though, because ChatGPT doesn't know about things after January 2022 for GPT-3.5, April 2023 for GPT-4, and October 2023 for GPT-4o. So, while you might be tempted to use a prompt like this:\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPlease provide me with sources published within the past five years.\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EInstead, consider using a prompt like this:\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EPlease provide sources published from 2019 through April 2023.\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAnd, as always, don't assume that whatever output ChatGPT gives you is accurate. It's still quite possible the AI will completely fabricate answers, even to the point of making up the names of what seem like academic journals. It's a sometimes helpful tool, but it's also&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-tricked-chatgpt-into-telling-me-lies\u002F" target="_blank"\u003Ea fibber\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\" data-hed=\"3. Push ChatGPT to give you higher-quality sources\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"f8ca6ef4-549f-46a2-841c-05565d52b726\" data-edition=\"us\" data-description=\"\u003Cp\u003EKeep this golden rule in mind about ChatGPT-provided sources: \u003Cstrong\u003EChatGPT is more often wrong than right\u003C\u002Fstrong\u003E.\u003C\u002Fp\u003E\u003Cp\u003EAcross the many times I've asked ChatGPT for URL sources, roughly half were just plain bad links. Another 25% or more of the links went to topics completely or somewhat unrelated to the one I was trying to source. GPT-4 and GPT-4o are slightly more reliable, but not by much.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt\u002F" target="_blank"\u003E\u003Cstrong\u003EHow to use ChatGPT: Everything you need to know\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor example, I asked for sources on a backgrounder for the phrase "trust but verify,"&nbsp;\u003Ca href="https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FTrust,_but_verify" target="_blank"\u003Egenerally popularized\u003C\u002Fa\u003E by US President Ronald Reagan. I got a lot of sources back, but most didn't exist. I got some back that correctly took me to active pages on the Reagan Presidential Library site, but the page topic had nothing to do with the phrase.\u003C\u002Fp\u003E\u003Cp\u003EI had better luck with my learning theory question from step 1. There, I got back offline texts from people I knew from my studies who had worked on those theories. I also got back URLs. Once again, only about two in 10 worked or were accurate.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F"\u003EWhat does GPT stand for? Understanding GPT-3.5, GPT-4, GPT-4o, and more\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EDon't despair. The idea isn't to expect ChatGPT to provide sources that you can immediately use. If you instead think of ChatGPT as a research assistant, it will give you some great starting places. Use the names of the articles (which may be completely fake or just not accessible) and drop them into Google. That process will give you some interesting search queries that probably lead to interesting material that can legitimately go into your research.\u003C\u002Fp\u003E\u003Cp\u003EAlso, keep in mind that you're not limited to using ChatGPT. Don't forget all the tools available to researchers and students. Do your own web searches. Check with primary sources and subject-matter experts if they're available. If you're in school, you can even ask your friendly neighborhood librarian for help.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-create-an-app\u002F" target="_blank"\u003E\u003Cstrong\u003EHow to use ChatGPT to create an app\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EDon't forget that there are many excellent traditional sources. For example, \u003Ca href="https:\u002F\u002Fscholar.google.com\u002F" target="_blank"\u003EGoogle Scholar\u003C\u002Fa\u003E and \u003Ca href="https:\u002F\u002Fwww.jstor.org\u002F" target="_blank"\u003EJSTOR\u003C\u002Fa\u003E&nbsp;provide access to a wide range of academically acceptable resources you can cite with reasonable confidence.\u003C\u002Fp\u003E\u003Cp\u003EOne final point: if you merely cut and paste ChatGPT sources into your research, you're likely to get stung. Use the AI for clues, not as a way to avoid the real work of research.\u003C\u002Fp\u003E\" data-hed=\"4. Attempt to verify\u002Fvalidate the provided sources\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E FAQ\u003Cbr\u003E \u003C\u002Fh2\u003E\u003Ch2\u003E How do you put sources in APA format?  \u003C\u002Fh2\u003E\u003Cp\u003EAPA style is a citation style that's often required in academic programs. APA stands for American Psychological Association. I've often thought they invented these style rules to get more customers. The definitive starting point for APA style is the \u003Ca href=\"https:\u002F\u002Fowl.purdue.edu\u002Fowl\u002Fresearch_and_citation\u002Fapa_style\u002Fapa_formatting_and_style_guide\u002Fin_text_citations_the_basics.html\" target=\"_blank\"\u003EPurdue OWL\u003C\u002Fa\u003E, which provides a wide range of style guidelines.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgpt-3-5-vs-gpt-4-is-chatgpt-plus-worth-its-subscription-fee\u002F\"\u003E\u003Cstrong\u003EGPT-3.5 vs GPT-4: Is ChatGPT Plus worth its subscription fee?\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EBe careful: online style formatters might not do a complete job, and you may get your work returned by your professor. It pays to do the work yourself -- and be careful doing it.\u003C\u002Fp\u003E\u003Ch2\u003E How can I make ChatGPT provide more reliable sources for its responses? \u003C\u002Fh2\u003E\u003Cp\u003EThis is a good question. I have found that sometimes -- \u003Cem\u003Esometimes\u003C\u002Fem\u003E -- if you ask ChatGPT to give you more sources or re-ask for sources, it will give you new listings. If you tell ChatGPT the sources it provided were erroneous, it will sometimes give you better ones. The bot may also apologize and give excuses. Another approach is to re-ask your original question with a different focus or direction, and then ask for sources for the new answer.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-access-install-and-use-ai-chatgpt-4-plugins\u002F\" target=\"_blank\"\u003EHow to access, install, and use AI ChatGPT-4 plugins\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOnce again, my best advice is to avoid treating ChatGPT as a tool that writes for you and more as a writing assistant. Asking for sources to cut and paste a ChatGPT response is pretty much plagiarism. That said, using ChatGPT's responses, and any sources you can tease out, as clues for further research and writing is a legitimate way to use this tool. \u003C\u002Fp\u003E\u003Ch2\u003E Why are ChatGPT sources often so wrong?  \u003C\u002Fh2\u003E\u003Cp\u003EFor some links, it's just link rot. Some links may have changed, since many sources are more than three years old. Other sources are of indeterminate age. Since we don't have a full listing of ChatGPT's sources, it's impossible to tell how valid they are or were.  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-does-chatgpt-work\u002F\"\u003E\u003Cstrong\u003EHow does ChatGPT actually work?\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E \u003C\u002Fp\u003E\u003Cp\u003ESince \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-does-chatgpt-work\u002F\" target=\"_blank\"\u003EChatGPT was trained mostly without human supervision\u003C\u002Fa\u003E, we know that most of its sources weren't vetted and could be wrong, made up, or completely non-existent. \u003C\u002Fp\u003E\u003Cp\u003ETrust, but verify. \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Emy weekly update newsletter\u003C\u002Fa\u003E, and follow me on Twitter\u002FX at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"d134cb46-1b0d-445f-b840-2239e42b5030\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fd134cb46-1b0d-445f-b840-2239e42b5030\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-06-28 10:07:00",timezone:"UTC",updated:c,published:c},description:"Contrary to prevailing wisdom, you can get ChatGPT to give up its sources. Here's how.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"5fd3c23a-3d44-4ac2-b988-d18272fb3577",image:{id:"df704c7a-2d6b-430c-ad07-4482986fe05e",filename:"gettyimages-1611741811.jpg",dateCreated:{created:c,date:"2023-08-24 15:08:22",timezone:"UTC",updated:c,published:c},alt:"ChatGPT on phone",credits:"Jonathan Raa\u002FNurPhoto via Getty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F08\u002F24\u002Fdf704c7a-2d6b-430c-ad07-4482986fe05e\u002Fgettyimages-1611741811.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:6048,height:4024,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-make-chatgpt-provide-sources-and-citations",startYear:c,summary:b,title:"How to make ChatGPT provide sources and citations",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"97e096ab-1a2f-479b-b8c6-7abec11c1087",username:"lancewhitney",profileUrl:c,email:c,firstName:"Lance",lastName:"Whitney",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"6835195a-fcd2-43b2-918b-8f61bcdb9fd2",filename:"lance-31.png",dateCreated:{created:c,date:"2023-05-12 19:35:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F05\u002F12\u002F6835195a-fcd2-43b2-918b-8f61bcdb9fd2\u002Flance-31.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Lance Whitney is a freelance technology writer and trainer with a background in IT. He's written for a host of sites and publications, including TechRepublic, PCMag, Macworld, AskWoody, Time, Fortune, and AARP Magazine. He spent seven years writing breaking news for CNET and six years writing a monthly column about Microsoft utilities for the late TechNet Magazine. He's written two books for Wiley & Sons - \"Windows 8: Five Minutes at a Time\" and \"Teach Yourself Visually LinkedIn.\" He also teaches both online and in-person computer classes on such topics as Windows, Microsoft Office, eBay, social media, and cybersecurity. And in a past life, he worked in IT for an international company providing product management and systems support in the U.S. and abroad.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"b9203cf2-1dbb-4d77-8662-86635da2c13e\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Google's NotebookLM\" data-image-filename=\"figure-top-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1600\" data-image-height=\"786\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EGathering and managing research for any type of project can be a daunting task, as you have to try to organize the different kinds of information you collect. One tool that aims to ease the process is Google's NotebookLM. Using artificial intelligence, NotebookLM will collate the various sources of information you add, summarize the key details, and even answer any questions you ask about the research you've gathered.\u003C\u002Fp\u003E\u003Cp\u003EAvailable to anyone through \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-access-googles-latest-ai-experiments-with-google-labs-heres-how\u002F\" target=\"_blank\"\u003EGoogle's experimental Labs service\u003C\u002Fa\u003E, NotebookLM acts as part note taker, part collaborator, part data collector, and part librarian. The tool works by prompting you to create a virtual notebook designed to hold all the text, documents, and other research that you compose or collect. You can even add Google Docs, PDFs, and text files to your notebook. The goal is to provide easy access to all the information you need as you write your paper, conduct your research, or develop your project.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-claude-and-how-its-different-from-chatgpt\u002F\"\u003EHow to use Claude (and how it's different from ChatGPT)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn early June 2024, Google \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-ai-powered-notebooklm-just-got-a-big-upgrade-how-to-try-it-and-why-you-should\u002F\" target=\"_blank\"\u003Espruced up NotebookLM\u003C\u002Fa\u003E with a few new features. You can now upload Google Slides and website URLs in addition to Google Docs, PDFs, and text files. The option to add URLs is especially helpful, as you can use NotebookLM to answer questions about a webpage's content.\u003C\u002Fp\u003E\u003Cp\u003EInitially accessible only in the US, NotebookLM is now available across 200 countries and territories worldwide.  \u003C\u002Fp\u003E\u003Ch2\u003EHow to use NotebookLM\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"4d0b6c24-6c4e-4401-8bcd-723380941b3e\" data-edition=\"us\" data-description=\"\u003Cp\u003EFirst, open the \u003Ca href="https:\u002F\u002Fnotebooklm.google\u002F" target="_blank"\u003ENotebookLM website\u003C\u002Fa\u003E in your favorite browser. You can use Google Chrome, Microsoft Edge, Firefox, or another program. Click the button to try NotebookLM and sign in to&nbsp;your Google account if prompted.\u003C\u002Fp\u003E\" data-hed=\"1. Browse to the NotebookLM site\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f0d2f15d-965e-4341-a73a-acb52f4a07b6\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Browse to the NotebookLM site\" data-image-filename=\"figure-1-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"710\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a80a7a6f-b07b-4a8f-82f3-bc04b125ca04\" data-edition=\"us\" data-description=\"\u003Cp\u003EView the Welcome page to learn how to create a notebook and access sample notebooks.\u003C\u002Fp\u003E\" data-hed=\"2. View the Welcome page\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d94eff6a-a27b-48f4-bf57-0fdd349ecdc3\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"View the Welcome page\" data-image-filename=\"figure-2-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"706\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"f8ca6ef4-549f-46a2-841c-05565d52b726\" data-edition=\"us\" data-description=\"\u003Cp\u003EBefore you create your first notebook, review the sample notebooks to learn how they're put together. Click each of the sample ones at the bottom -- Introduction to NotebookLM, Invention Of The Lightbulb, Mugifier Documents, and Westward Mushrooms.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003ESee how the notes and sources are collected and organized,&nbsp;and how the tool suggests potential questions to ask. Be sure to read the Introduction to NotebookLM notebook to learn how to effectively use the tool itself.\u003C\u002Fp\u003E\" data-hed=\"3. Check out sample notebooks\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"9bfb1209-580f-4796-95e3-ec1810515264\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Check out sample notebooks\" data-image-filename=\"figure-3-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"591\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F3-ways-to-help-your-staff-use-generative-ai-confidently-and-productively\u002F\"\u003E3 ways to help your staff use generative AI confidently and productively\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"425aa13c-11eb-4c54-bd69-487df00ea925\" data-edition=\"us\" data-description=\"\u003Cp\u003EAfter viewing the sample notebooks, return to the Home screen. Click the button for New Notebook. A small popup window should appear, prompting you to upload content from various sources. You may first want to name and save your notebook. Close the source window, click in the field for Untitled Notebook, and then give your notebook a more descriptive name based on its purpose.\u003C\u002Fp\u003E\" data-hed=\"4. Start your first notebook\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"ceddc660-20a9-44a7-a158-f0e037c04696\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Start your first notebook\" data-image-filename=\"figure-4-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"592\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"cd7a75c5-a540-4776-a06f-66e4a3c0affd\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext, you can add sources that you want to use for your project or research. You can add a file from Google Drive, a PDF, a text file, or a URL from a website.\u003C\u002Fp\u003E\u003Cp\u003ELet's try Google Drive first. Click the "Add Source" button at the top of the left pane and select Drive from the popup window.\u003C\u002Fp\u003E\" data-hed=\"5. Add your first source\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"cd8a2176-5d1c-444d-b96d-5be953b2f245\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Add your first source\" data-image-filename=\"figure-5-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"550\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fwhy-i-always-have-more-than-one-browser-installed-on-my-computer-and-you-should-too\u002F\"\u003EWhy I always have more than one browser installed on my computer (and you should too)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"05b2ca9a-1c41-40c7-b70f-f5224911bc21\" data-edition=\"us\" data-description=\"\u003Cp\u003EIn Google Drive, navigate to the folder containing the file you want to upload and select it. With the latest version of NotebookLM, you can choose to add a Google Slides file as well as a Google Docs document. You can also select more than one file if you wish. When you're ready, click Insert to add the files.\u003C\u002Fp\u003E\" data-hed=\"6. Upload a file from Google Drive\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c156f6ec-89dd-4363-8a93-7755a9277db1\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Upload a document from Google Drive\" data-image-filename=\"figure-6-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"642\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"f05c854c-a4e8-4924-b7d8-4ea01f153296\" data-edition=\"us\" data-description=\"\u003Cp\u003EAfter you've selected one or more files from Google Drive, NotebookLM should analyze the information and generate a summary and suggested questions.\u003C\u002Fp\u003E\" data-hed=\"7. View a summary of the imported files\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b2331598-4b43-485a-983a-1193fb9db5cb\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"View a summary of the imported files\" data-image-filename=\"figure-7-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"490\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-copilot-pro-to-write-edit-and-analyze-your-word-documents\u002F\"\u003EHow to use Copilot Pro to write, edit, and analyze your Word documents\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"ab0cb080-cb36-4c61-8078-a646083235ff\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou can also request other types of content based on the source files, such as an FAQ, a study guide, a table of contents, a timeline, and a briefing doc. Selecting one of these creates a note with the specific information. To return to the main window with the general summary, click the option for Notebook guide in the lower left.\u003C\u002Fp\u003E\" data-hed=\"8. Request other information\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"a2b463f3-2c4b-4c7e-9f51-95d238ccd349\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Request other information\" data-image-filename=\"figure-8-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"565\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"c940b5d5-68aa-4c5b-8572-72dbf0a27939\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext, you can upload a PDF to add to your notebook. Click the Add Source button, select PDF from the window, and then click the file or files you want to upload.\u003C\u002Fp\u003E\" data-hed=\"9. Upload a PDF\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c34d2736-8672-4b2c-876a-a043f4a0a763\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Upload a PDF\" data-image-filename=\"figure-9-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"510\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EI've tested dozens of AI chatbots since ChatGPT's debut. Here's my new top pick\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"63e60885-dd8b-4a4b-874a-962aeebca24a\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext, try adding a plain text file. Again, click the Add Source button and click Text. Select the text file or files you want to add.\u003C\u002Fp\u003E\" data-hed=\"10. Add a text file\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"329aaf59-dead-4a19-9eda-39a01c7aaa5c\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Add a text file\" data-image-filename=\"figure-10-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"456\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"34d1bb20-05da-4ae2-bfde-018bafc6e29f\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou can also add copied text, a handy option if you don't need an entire file. Open the document or other file that contains the text you wish to use. Select and copy the text you want. Click the Add Source button in your notebook and select Copied Text. Paste the text in the window and then click Insert.\u003C\u002Fp\u003E\" data-hed=\"11. Add copied text\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d12d9a71-aa9d-4e81-a8e0-b734ac363524\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Add copied text\" data-image-filename=\"figure-11-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"692\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"1ec1c9bb-3259-4afe-b9bd-9601d7ac86cb\" data-edition=\"us\" data-description=\"\u003Cp\u003EWith the latest version of NotebookLM, you can add an address for a webpage, and the information from that page is automatically integrated into your notebook. For this, open the page you wish to incorporate and then select and copy the address. Return to your notebook, click the Add source button, choose "Web page URL," paste the address of the page, and then click Insert.\u003C\u002Fp\u003E\" data-hed=\"12. Add a webpage URL\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"60d48756-908c-4997-a607-5f2e6c5abf73\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Add a web page URL\" data-image-filename=\"figure-12-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"519\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"aea68a60-e359-4c86-95d5-7d3067ddc12a\" data-edition=\"us\" data-description=\"\u003Cp\u003EAt any point, you can add one or more notes to your notebook. The notes can describe the project or research you're conducting, the contents of the notebook, or questions you might want to ask about the sources and information you've gathered.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-write-better-chatgpt-prompts-in-5-steps\u002F"\u003EHow to write better ChatGPT prompts in 5 steps\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ETo create a note, click the Add Note button at the top, click anywhere in the New Note window, and then type your note. When you're done, click anywhere outside the note to save it.\u003C\u002Fp\u003E\" data-hed=\"13. Add notes to your notebook\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f06a26f1-3064-4a39-a5ae-2c3c8a204419\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Add notes to your notebook\" data-image-filename=\"figure-13-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"590\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"bccfd823-4356-4d65-a470-6f7a3b32ca3e\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou can get a summary of the information from any specific source that you've added. Simply click the source in the left sidebar, and NotebookLM should automatically generate a summary of it. Close the summary window when you're finished.\u003C\u002Fp\u003E\" data-hed=\"14. Select a source to get a summary\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"dfa6e826-43d3-4a2f-8226-c482385badfd\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Select a source to get a summary\" data-image-filename=\"figure-14-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"608\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"d1207adf-628e-4aee-a031-a39524d1c872\" data-edition=\"us\" data-description=\"\u003Cp\u003EAt this point, you may want to start asking questions to flesh out specific details in the source information. NotebookLM's AI technology should suggest questions based on its analysis of the sources. Make sure you're at the Notebook guide. Click one of the suggested questions to generate an answer. You can then select any follow-up questions.\u003C\u002Fp\u003E\" data-hed=\"15. Ask a suggested question\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"2e2c0ce2-3f74-4dcb-9d1c-56f71ce92eff\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Add a suggested question\" data-image-filename=\"figure-15-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"579\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyour-business-is-going-to-rely-on-hundreds-of-ai-models-heres-why\u002F\"\u003EYour business is going to rely on hundreds of AI models. Here's why\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"396345c9-c325-47f7-a394-019ab09989ce\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext, you can ask your own questions. Click in the field that says "Start typing." Enter and submit your question or request, and NotebookLM should&nbsp;provide a response.\u003C\u002Fp\u003E\" data-hed=\"16. Ask your own questions\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c5b4fce4-564d-471c-b10c-f2f2d53d8609\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Add your own question\" data-image-filename=\"figure-16-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"585\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"acf6b246-40de-4082-b509-800b01b6e309\" data-edition=\"us\" data-description=\"\u003Cp\u003EFinally, you can share the notebook with someone else. Click the Share icon in the upper right and enter the name or Gmail address of the recipient. Click the drop-down box next to the person's name and decide if you want them to be able to edit the notebook or only view it. When ready, click Send to send them the link to your notebook.\u003C\u002Fp\u003E\" data-hed=\"17. Share your notebook\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"9dc47513-ef88-421b-a9df-9b4f26e4a0cd\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Share your notebook\" data-image-filename=\"figure-17-how-to-use-googles-ai-powered-notebooklm-to-organize-your-research.jpg\" data-image-date-created=\"2024\u002F07\u002F11\" data-image-width=\"1200\" data-image-height=\"606\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"d134cb46-1b0d-445f-b840-2239e42b5030\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fd134cb46-1b0d-445f-b840-2239e42b5030\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-07-11 19:36:00",timezone:"UTC",updated:c,published:c},description:"Google's NotebookLM can collect and collate your notes, documents, research, and sources to help you make sense of it all.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"b692dfbd-4da4-40d4-a11f-9d56886ec9eb",image:{id:"bad22010-b385-411d-aa62-12ebf4bc59c9",filename:"gettyimages-1280558130.jpg",dateCreated:{created:c,date:"2024-01-09 20:33:53",timezone:"UTC",updated:c,published:c},alt:"sample-image-16-9-red.jpg",credits:"ZDNet",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F01\u002F09\u002Fbad22010-b385-411d-aa62-12ebf4bc59c9\u002Fgettyimages-1280558130.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-use-notebooklm",startYear:c,summary:b,title:"How to use Google's AI-powered NotebookLM to organize your research",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1050fa4d-ec91-11e3-95d2-02911863765e",slug:"google",name:"Google",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"6db38c7c-8383-4dda-aa68-ecc1d7c2d649\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"OpenAI ChatGPT GPT-4o\" data-image-filename=\"4.jpg\" data-image-date-created=\"2024\u002F05\u002F13\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EOpenAI unleashed an \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\"\u003Eartificial intelligence\u003C\u002Fa\u003E (AI) revolution when the company launched \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\"\u003EChatGPT\u003C\u002Fa\u003E for public use in late 2022. Since then, ChatGPT, a chatbot powered by OpenAI's large language models (LLMs), has dominated headlines and preoccupied the minds of executives running \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmusk-makes-good-on-his-promise-and-launches-his-own-ai-company\u002F\"\u003ETwitter\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-bard-is-stepping-up-its-ai-game-with-these-new-features\u002F\"\u003EGoogle\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Famazon-launches-ai-tools-to-rival-chatgpt-microsoft-and-google\u002F\"\u003EAmazon\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-365-copilot-uses-ai-to-optimize-its-office-apps-heres-how-you-can-take-advantage\u002F\"\u003EMicrosoft\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-releases-big-new-open-source-ai-large-language-model\u002F\"\u003EMeta\u003C\u002Fa\u003E, inspiring them to create their own \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\"\u003Egenerative AI\u003C\u002Fa\u003E projects.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-microsoft-copilot-vs-gemini-which-is-the-best-ai-chatbot\u002F\"\u003EChatGPT vs. Microsoft Copilot vs. Gemini: Which is the best AI chatbot?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThough OpenAI offers a paid ChatGPT Plus subscription for $20 a month, free ChatGPT users can do a lot without the monthly fee. This includes accessing the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-gpt-store-is-brimming-with-promise-and-spam\u002F\" target=\"_blank\"\u003EGPT Store\u003C\u002Fa\u003E to use \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-publish-your-own-custom-gpt-chatbot-in-openais-store\u002F\" target=\"_blank\"\u003Ecustom GPT bots\u003C\u002Fa\u003E, generating images, enjoying a sense of continuity in their conversations with Memory, uploading photos and documents to discuss them with ChatGPT, having the bot browse the web to give more current context, using advanced data analysis, and access to GPT-4o mini and GPT-4o, OpenAI's newest and most advanced LLM.\u003C\u002Fp\u003E\u003Ch2\u003EHow to use ChatGPT\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"27c1b653-139b-4135-bf75-bc3cc421c774\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"OpenAI ChatGPT GPT-4o\" data-image-filename=\"9.jpg\" data-image-date-created=\"2024\u002F05\u002F13\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EChatGPT has many capabilities that you can use for free, so we'll cover how you can access the AI chatbot to try these features yourself.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"e021036d-f415-4f5e-a18f-92c098a68f73\" data-edition=\"us\" data-description=\"\u003Cp\u003EStart by going to \u003Ca href="https:\u002F\u002Fchatgpt.com\u002F" target="_blank"\u003EChatGPT.com\u003C\u002Fa\u003E. You \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-makes-it-easier-to-access-chatgpt-no-login-required\u002F" target="_blank"\u003Eno longer need to create an account\u003C\u002Fa\u003E on OpenAI's website to log in and access ChatGPT, but you must create a free account to access GPT-4o, view past conversations, generate images, and upload files. You also need to log in to use ChatGPT Plus. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-chatgpt-plus-is-a-paid-subscription-still-worth-it\u002F"\u003EChatGPT vs. ChatGPT Plus: Is a paid subscription still worth it?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ETo create an account, click "Sign up" on the bottom left of the chat screen and follow the prompts to enter your information. OpenAI requires a valid phone number for verification to create an account on its website.\u003C\u002Fp\u003E\" data-hed=\"1. Go to ChatGPT.com\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"61434d28-3bdf-47af-8193-9b007df40e67\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Maria Diaz\u002FZDNET\" data-image-alt-text=\"Go to ChatGPT.com\" data-image-filename=\"1.jpg\" data-image-date-created=\"2024\u002F08\u002F20\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"6565dae0-62cb-4e33-a12b-7a4d2db28548\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you open ChatGPT, learn how to navigate the user interface. Here's a breakdown of what you will see, with the image below as an example:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003EClose sidebar and Chat buttons: \u003C\u002Fstrong\u003EOn the left side of your screen, there's a button that closes the sidebar and a 'New chat' button that you can click on to start a fresh conversation anytime. ChatGPT remembers what you discussed previously in a conversation and will respond with context. Starting a new chat creates a new discussion without context, though the bot may remember some details if you're logged in.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EChat history:\u003C\u002Fstrong\u003E The left sidebar keeps your past conversations accessible in case you need to return to one (you can edit the title of each chat). You can also&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-now-lets-you-create-and-share-links-to-your-conversations\u002F"\u003Eshare your chat history with others\u003C\u002Fa\u003E,&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-now-allows-users-to-turn-off-chat-history-but-theres-a-catch\u002F"\u003Eturn off chat history\u003C\u002Fa\u003E, delete individual chats, or delete your entire chat history. This is also where you can find the GPTs you've used in the past.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EAccount (if logged in):\u003C\u002Fstrong\u003E Clicking on your name on the bottom left of your screen gives you access to your account information, including settings, the option to log out, get help, and customize ChatGPT. If you don't have \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F"\u003EChatGPT Plus\u003C\u002Fa\u003E, you may see an 'Upgrade plan' button here to sign up for it.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EChatGPT dropdown menu:\u003C\u002Fstrong\u003E You can choose which model to use near the top of the screen, above your conversation. The options in the menu include ChatGPT Plus, ChatGPT, and Temporary Chat. ChatGPT Plus requires a subscription; ChatGPT uses GPT-4o until you reach your rate limit, then automatically switches to GPT-4o mini; and Temporary chat starts a chat that won't appear in your history, won't be used in model training, and will have the Memory off.&nbsp;\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EYour prompts: \u003C\u002Fstrong\u003EThe questions or prompts you send the AI chatbot appear in the middle of the chat window, with your account photo or initials to the left.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EChatGPT's responses:\u003C\u002Fstrong\u003E Whenever ChatGPT responds to your queries, the logo will appear on the left. Below each response, you'll see Read Aloud, Copy, Regenerate, Thumbs Down, and Change model buttons. You can copy the text to your clipboard to paste it elsewhere and provide feedback on whether the response was accurate. OpenAI uses this human feedback to fine-tune the AI tool through reinforcement learning.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EText area:\u003C\u002Fstrong\u003E&nbsp;This is where you enter your prompts and questions.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EChatGPT disclaimer:\u003C\u002Fstrong\u003E OpenAI includes some fine print below the text input area. The disclaimer reads: "ChatGPT can make mistakes. Check important info." OpenAI includes this disclaimer because chatbots like ChatGPT can hallucinate and give nonsensical answers (always make sure to fact-check their responses). This section previously showed the version of the ChatGPT model currently in use, but OpenAI removed this option.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-analyze-lengthy-pdfs-for-free\u002F"\u003EHow to use ChatGPT to analyze PDFs (and more) for free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\" data-hed=\"2. Learn how to use ChatGPT\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"7d163fd8-a25a-4ca3-a9ae-f48cc41316ec\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EAs you can see here, I've logged in to ChatGPT. This is the new UI launched by OpenAI.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Maria Diaz\u002FZDNET\" data-image-alt-text=\"New ChatGPT UI launched by OpenAI\" data-image-filename=\"2.jpg\" data-image-date-created=\"2024\u002F08\u002F20\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"906de86b-9f46-492e-bd35-1a17d7e40709\" data-edition=\"us\" data-description=\"\u003Cp\u003ENow that you know how to access ChatGPT, you can ask the chatbot any burning questions and see what answers you get -- the possibilities are endless. The ChatGPT tool can be useful in your personal life and many work projects, from software development to writing to translations.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F"\u003E5 ways ChatGPT can help you write an essay\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EType a&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-write-better-chatgpt-prompts\u002F"\u003EChatGPT prompt\u003C\u002Fa\u003E&nbsp;in the text bar at the bottom of the page, and click the submit button to pose your questions. The chatbot will then generate text to answer your query. \u003C\u002Fp\u003E\u003Cp\u003EChatGPT doesn't work like a search engine. Instead, the chatbot responds with information based on the training data in GPT-4 or GPT-4o. The free version of ChatGPT uses GPT-4o mini and GPT-4o (when available), which is OpenAI's smartest and fastest model. Like GPT-4o, GPT-4 -- accessible through a paid ChatGPT Plus subscription -- can access the internet and respond with more up-to-date information.\u003C\u002Fp\u003E\" data-hed=\"3. Start writing your prompts and questions\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c8844dd0-050e-4b5a-92d2-ddc732d0cbce\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Maria Diaz\u002FZDNET\" data-image-alt-text=\"Log in to ChatGPT\" data-image-filename=\"wind.jpg\" data-image-date-created=\"2024\u002F08\u002F20\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E\u003Cstrong\u003EZDNET's ChatGPT guides\u003C\u002Fstrong\u003E\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cp\u003EChatGPT users have come up with creative ideas for using the chatbot, from \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-spent-an-hour-with-a-new-chatgpt-inspired-ai-chatbot-and-i-may-die-laughing\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-spent-an-hour-with-a-new-chatgpt-inspired-ai-chatbot-and-i-may-die-laughing\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22asking%20questions%20in%20search%20of%20funny%20answers%22%7D%23link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-spent-an-hour-with-a-new-chatgpt-inspired-ai-chatbot-and-i-may-die-laughing\u002F%23link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-spent-an-hour-with-a-new-chatgpt-inspired-ai-chatbot-and-i-may-die-laughing\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22asking%20questions%20in%20search%20of%20funny%20answers%22%7D%22,%22target%22:%22%22,%22absolute%22:%22%22,%22linkText%22:%22asking%20questions%20in%20search%20of%20funny%20answers%22%7D\"\u003Easking questions in search of funny answers\u003C\u002Fa\u003E to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-can-write-code-now-researchers-say-its-good-at-fixing-bugs-too\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-can-write-code-now-researchers-say-its-good-at-fixing-bugs-too\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22correcting%20a%20bug%20in%20code%22%7D%23link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-can-write-code-now-researchers-say-its-good-at-fixing-bugs-too\u002F%23link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-can-write-code-now-researchers-say-its-good-at-fixing-bugs-too\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22correcting%20a%20bug%20in%20code%22%7D%22,%22target%22:%22%22,%22absolute%22:%22%22,%22linkText%22:%22correcting%20a%20bug%20in%20code%22%7D\"\u003Ecorrecting a bug in code\u003C\u002Fa\u003E. Across all these areas, one thing is abundantly clear: this AI tool is remarkable \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-is-not-particularly-innovative-and-nothing-revolutionary-says-metas-chief-ai-scientist\u002F\"\u003Enot due to any particular innovations\u003C\u002Fa\u003E but rather because it's accessible and easy to use. \u003C\u002Fp\u003E\u003Cp\u003EHere are some of ZDNET's guides on different ways to use ChatGPT.\u003C\u002Fp\u003E\u003Ch2\u003EHow to use ChatGPT for coding\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\"\u003EHow to use ChatGPT to write code\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-chatgpt-can-rewrite-and-improve-your-existing-code\u002F\"\u003EHow ChatGPT can rewrite and improve your existing code\u003C\u002Fa\u003E \u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-create-an-app\u002F\"\u003EHow to use ChatGPT to create an app\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-used-chatgpt-to-write-a-custom-javascript-bookmarklet\u002F\"\u003EHow I used ChatGPT to write a custom JavaScript bookmarklet\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-used-chatgpt-to-write-the-same-routine-in-12-top-programming-languages-heres-how-it-did\u002F\"\u003EI used ChatGPT to write the same routine in 12 top programming languages. Here's how it did\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fokay-so-chatgpt-just-debugged-my-code-for-real\u002F\"\u003EOK, so ChatGPT just debugged my code. For real\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fim-using-chatgpt-to-help-me-fix-code-faster-but-at-what-cost\u002F\"\u003EI'm using ChatGPT to help me fix code faster, but at what cost?\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-asked-chatgpt-to-write-a-wordpress-plugin-i-needed-it-did-it-in-less-than-5-minutes\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-asked-chatgpt-to-write-a-wordpress-plugin-i-needed-it-did-it-in-less-than-5-minutes\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22%3Cstrong%3EI%20asked%20ChatGPT%20write%20a%20WordPress%20plugin%20I%20needed.%20It%20did%20it%20in%20less%20than%205%20minutes%3C\u002Fstrong%3E%22%7D\"\u003EI asked ChatGPT to write a WordPress plugin I needed. It did it in less than 5 minutes\u003C\u002Fa\u003E   \u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EHow to use ChatGPT for work\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-make-charts-and-tables\u002F\"\u003EHow to use ChatGPT to make charts and tables\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fhow-to-use-chatgpt-to-write-excel-formulas\u002F\"\u003EHow to use ChatGPT to write Excel formulas\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-plus-can-mine-your-corporate-data-for-powerful-insights-heres-how\u002F\"\u003EChatGPT Plus can mine your corporate data for powerful insights. Here's how\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-build-your-resume\u002F\"\u003EHow to use ChatGPT to build your resume\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-a-cover-letter\u002F\"\u003EHow to use ChatGPT to write a cover letter (and why you should)\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-used-chatgpt-and-ai-art-tools-to-launch-my-etsy-business-fast\u002F\"\u003EHow I used ChatGPT and AI art tools to launch my Etsy business fast\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EHow to use ChatGPT for school\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F\"\u003ENeed an AI essay writer? Here's how ChatGPT (and other chatbots) can help\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-do-research-for-papers-presentations-studies-and-more\u002F\"\u003EHow to use ChatGPT to do research for papers, presentations, studies, and more\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-make-chatgpt-provide-sources-and-citations\u002F\"\u003EHow to make ChatGPT provide sources and citations\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-save-a-chatgpt-conversation\u002F\"\u003EHow to save a ChatGPT conversation to revisit later\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-summarize-a-book-article-or-research-paper\u002F\"\u003EHow to use ChatGPT to summarize a book, article, or research paper\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-your-kids-can-use-chatgpt-safely-according-to-a-mom\u002F\"\u003EHow your kids can use ChatGPT safely, according to a mom\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EUseful ChatGPT tips\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fheres-how-to-create-your-own-custom-chatbots-using-chatgpt\u002F\"\u003EHere's how to create your own custom chatbots using ChatGPT\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-plus-from-web-browsing-to-plugins\u002F\"\u003EHow to use ChatGPT Plus\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-have-voice-chats-with-chatgpt-now-heres-how\u002F\"\u003EYou can have voice chats with ChatGPT now. Here's how\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-now-lets-you-create-and-share-links-to-your-conversations\u002F\"\u003EChatGPT now lets you create and share links to your chatbot conversations\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-write-better-chatgpt-prompts\u002F\"\u003EHow to write better ChatGPT prompts for the best generative AI results\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F\"\u003EHow (and why) to subscribe to ChatGPT Plus\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-ai-detectors-save-us-from-chatgpt-i-tried-5-online-tools-to-find-out\u002F\"\u003ECan AI detectors save us from ChatGPT? I tried 5 online tools to find out\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-plan-a-vacation\u002F\"\u003EHow to use ChatGPT to plan a vacation\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-helpful-ways-to-use-chatgpts-custom-instructions\u002F\"\u003E6 helpful ways to use ChatGPT's Custom Instructions\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fsix-skills-you-need-to-become-an-ai-prompt-engineer\u002F\"\u003ESix skills you need to become an AI prompt engineer\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F7-advanced-chatgpt-prompt-writing-tips-you-need-to-know\u002F\"\u003E7 advanced ChatGPT prompt-writing tips you need to know\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-block-openais-new-ai-training-web-crawler-from-ingesting-your-data\u002F\"\u003EHow to block OpenAI's new AI-training web crawler from ingesting your data\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-as-a-siri-shortcut-on-your-iphone-or-ipad\u002F\"\u003EHow to use ChatGPT as a Siri shortcut on your iPhone or iPad\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EFAQs\u003C\u002Fh2\u003E\u003Ch2\u003EHow can I use GPT-4o?\u003C\u002Fh2\u003E\u003Cp\u003EGPT-4o is currently available for all ChatGPT users, free and paid. Once you begin using the ChatGPT free tier, you'll start interacting with GPT-4o without selecting it as your preferred model. Once you hit your rate limit of about 15 prompts per three hours, the model will automatically switch to GPT-4o mini.\u003C\u002Fp\u003E\u003Cp\u003EOpenAI deprecated older GPT models, leaving only GPT-4, GPT-4 Turbo, GPT-4o, and GPT-4o mini.\u003C\u002Fp\u003E\u003Ch2\u003EWhat's the difference between GPT-4o and GPT-4o mini?\u003C\u002Fh2\u003E\u003Cp\u003EGPT-4o mini is an accessible version of GPT-4o, OpenAI's largest 'omni' model. GPT-4o was launched as the largest multimodal model to date, and it can process visual, audio, and text data without resorting to other AI models, like Whisper, as GPT-4 does. GPT-4o mini is a more cost-efficient model than GPT-4o, though still more capable than GPT-3.5, which previously powered the free ChatGPT tier, and GPT-3.5 Turbo. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-a-long-context-window-mean-for-an-ai-model-like-gemini\u002F\"\u003EWhat does a long context window mean for an AI model, like Gemini?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAside from giving free ChatGPT users access to a larger, superior model by defaulting to GPT-4o mini rather than GPT-3.5, OpenAI is making GPT-4o mini a more affordable model in the API for developers. The model is 60% cheaper than GPT-3.5 Turbo, features a 128K token context window, with an output of up to 16K tokens per request, and is trained with information up to October 2023. \u003C\u002Fp\u003E\u003Ch2\u003EWhat's the difference between free and paid ChatGPT?\u003C\u002Fh2\u003E\u003Cp\u003ESome big differences exist between using the free ChatGPT tier and a Plus subscription. Paid users will have up to five times the limit of free users and can generate more images with DALL-E 3. Subscribers can use GPT-4 when their GPT-4o limit runs out, while free users can use only GPT-4o mini when their quota runs out. ChatGPT Plus users can create GPT bots, while free tier users cannot.\u003C\u002Fp\u003E\u003Cp\u003EIn addition, ChatGPT Plus subscribers have priority access to new features from OpenAI, including the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-rolls-out-new-advanced-voice-mode-heres-how-you-can-access\u002F\" target=\"_blank\"\u003EAdvanced Voice Mode\u003C\u002Fa\u003E, which is gradually rolling out now. \u003C\u002Fp\u003E\u003Ch2\u003EWhat are some good prompts for ChatGPT?\u003C\u002Fh2\u003E\u003Cp\u003EChatGPT's responses to prompts are good enough that the technology can be an essential tool for content generation, from \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-an-essay\u002F\"\u003Ewriting essays\u003C\u002Fa\u003E to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-summarize-a-book-article-or-research-paper\u002F\"\u003Esummarizing a book\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003EThe \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-write-better-chatgpt-prompts\u002F\"\u003Ebetter the prompt\u003C\u002Fa\u003E, the better the response you'll get. Here are examples of prompts you could start with:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EHow does a computer store and process information?\u003C\u002Fli\u003E\u003Cli\u003EAnalyze this code and tell me how to fix it: [Paste the code].\u003C\u002Fli\u003E\u003Cli\u003EWrite a poem about migraines in Walt Whitman's style.\u003C\u002Fli\u003E\u003Cli\u003EWhat is the difference between a virus and a bacterium?\u003C\u002Fli\u003E\u003Cli\u003EWrite a sick note for my child who has to miss school.\u003C\u002Fli\u003E\u003Cli\u003EWrite a song\u002Fpoem about [insert topic here] (try adding multiple details). \u003C\u002Fli\u003E\u003Cli\u003EGive it a list of ingredients from your pantry and ask it to write a recipe with them.\u003C\u002Fli\u003E\u003Cli\u003EAsk it to summarize ideas or concepts.\u003C\u002Fli\u003E\u003Cli\u003ERequest a packing list for a three-day trip to the beach.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EYour imagination is the limit. Have fun with different ChatGPT prompts. For example, ZDNET's David Gewirtz asked the AI chatbot to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-asked-chatgpt-to-write-a-wordpress-plugin-i-needed-it-did-in-less-than-5-minutes\u002F\"\u003Ewrite a WordPress plugin\u003C\u002Fa\u003E and used it to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fim-using-chatgpt-to-help-me-fix-code-faster-but-at-what-cost\u002F\"\u003Ehelp him fix code faster\u003C\u002Fa\u003E. He also requested ChatGPT to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-asked-chatgpt-to-write-a-short-star-trek-episode-it-actually-succeeded\u002F\"\u003Ewrite a Star Trek script\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-i-used-chatgpt-and-ai-art-tools-to-launch-my-etsy-business-fast\u002F\"\u003Estart a business\u003C\u002Fa\u003E using the technology and other AI tools.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-simple-and-actually-useful-ai-tool-is-my-favorite-new-pixel-feature-its-in-ios-18-too\u002F\"\u003EThis simple AI tool may be the most useful new Pixel feature (it's in iOS 18, too)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOthers have used the tool to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fpeople-are-already-trying-to-get-chatgpt-to-write-malware\u002F\"\u003Ewrite malware\u003C\u002Fa\u003E. ChatGPT is an AI assistant programmed to reject inappropriate requests and doesn't generate unsafe content, so it may push back if you give it certain potentially unethical requests.\u003C\u002Fp\u003E\u003Ch2\u003ECan I use ChatGPT without a login?\u003C\u002Fh2\u003E\u003Cp\u003EOpenAI allows users to access the free version of ChatGPT, powered by GPT-4o mini and GPT-4o, without logging in, though you must create an account to access your chat history. To access GPT-4, you need an account and a ChatGPT Plus subscription.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmy-3-favorite-ai-chatbot-apps-for-ios-and-what-you-can-do-with-them\u002F\"\u003EMy 3 favorite AI chatbot apps for iOS - and what you can do with them\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you'd rather access GPT-4o with a higher rate limit and without logging in to a website, you can \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-the-new-bing-and-how-its-different-from-chatgpt\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-the-new-bing-and-how-its-different-from-chatgpt\u002F%22,%22target%22:%22%22,%22absolute%22:%22%22,%22linkText%22:%22use%20Microsoft%20Copilot,%20formerly%20known%20as%20Bing%20Chat%22%7D\"\u003Euse Microsoft Copilot, formerly Bing Chat\u003C\u002Fa\u003E, which uses OpenAI's GPT-4o. You can log in with a Microsoft account for extended conversations. GPT-4o is a faster and smarter model than GPT-4.\u003C\u002Fp\u003E\u003Ch2\u003EWhat is ChatGPT Plus?\u003C\u002Fh2\u003E\u003Cp\u003EChatGPT Plus is OpenAI's paid subscription to ChatGPT that offers access to GPT-4o mini, GPT-4, and GPT-4o. A paid subscription gives you priority access to new features, has a higher usage limit than a free account, and lets you use the AI chatbot during peak times. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fif-these-chatbots-could-talk-the-most-popular-ways-people-are-using-ai-tools\u002F\"\u003EIf these chatbots could talk: The most popular ways people are using AI tools\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Ch2\u003EIs ChatGPT accurate?\u003C\u002Fh2\u003E\u003Cp\u003EChatGPT and other AI assistants are prone to misinformation because they're trained on massive amounts of data humans create. These tools can be biased if their data is flawed and can give inaccurate responses, especially regarding world events. \u003C\u002Fp\u003E\u003Cp\u003EChallenge any incorrect premises and always fact-check information from ChatGPT and other chatbots.\u003C\u002Fp\u003E\u003Ch2\u003ECan I use ChatGPT on my phone?\u003C\u002Fh2\u003E\u003Cp\u003EOpenAI \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-just-released-an-official-chatgpt-app-for-the-iphone\u002F\" target=\"_blank\"\u003Eoffers mobile apps\u003C\u002Fa\u003E for iOS and Android. These apps provide a rich ChatGPT experience, letting you talk with ChatGPT through voice conversations powered by OpenAI's Whisper without requiring a ChatGPT Plus subscription. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthese-are-my-4-favorite-ai-chatbot-apps-for-android\u002F\"\u003E\u003Cstrong\u003EThese are my 4 favorite AI chatbot apps for Android\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you don't want to download an app, use the AI-based tool in your mobile browser. The steps to use OpenAI's ChatGPT from your mobile browser are the same as on a PC. Go to \u003Ca href=\"http:\u002F\u002Fchat.openai.com\"\u003EChatGPT.com\u003C\u002Fa\u003E and start typing. The AI chatbot should work similarly to when you access it from your computer.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"fcb755d6-64d4-4293-af8b-b6dac19b7205\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Ffcb755d6-64d4-4293-af8b-b6dac19b7205\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-08-21 08:08:00",timezone:"UTC",updated:c,published:c},description:"Want to use the most popular AI chatbot available? We'll walk you through how to get started with ChatGPT and how to get the most out of it.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"a47a6197-57df-4ebd-b3e1-0288aa2e343f",image:{id:"6db38c7c-8383-4dda-aa68-ecc1d7c2d649",filename:"4.jpg",dateCreated:{created:c,date:"2024-05-13 21:24:05",timezone:"UTC",updated:c,published:c},alt:"OpenAI ChatGPT GPT-4o",credits:"Maria Diaz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F13\u002F6db38c7c-8383-4dda-aa68-ecc1d7c2d649\u002F4.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-use-chatgpt",startYear:c,summary:b,title:"How to use ChatGPT: Everything to know about using GPT-4o and GPT-4o mini",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"96093490-341e-45e4-b27a-bf297aa2c5bb",slug:"services-software",name:"Services & Software",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"8d600230-8175-11e2-9d12-0018fe8a00b0",username:"Jack Wallen",profileUrl:c,email:c,firstName:"Jack",lastName:"Wallen",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"f03bef9a-858a-451d-bc30-8c603c2ba899",filename:"jack-wallen.jpg",dateCreated:{created:c,date:"2022-08-05 15:04:34",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Ff03bef9a-858a-451d-bc30-8c603c2ba899\u002Fjack-wallen.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Jack Wallen is what happens when a Gen Xer mind-melds with present-day snark. Jack is a seeker of truth and a writer of words with a quantum mechanical pencil and a disjointed beat of sound and soul. An award-winning writer and novelist, Jack has been covering Linux, open-source, and other topics since the late 1990s for numerous publications such as ZDNET, CNET, TechRepublic, Linux.com, The New Stack, Linode, TechTarget, and Linux New Media. Jack's also written over 50 novels of fiction, at least one of which focuses on the Linux operating system. For more news about Jack Wallen, visit his website jackwallen.com.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"2bbdef98-30e3-4dcc-9b07-18765fac0f85\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Weiquan Lin\u002FGetty Images\" data-image-alt-text=\"metaverse-gettyimages-1367338352\" data-image-filename=\"metaverse-gettyimages-1367338352.jpg\" data-image-date-created=\"2023\u002F09\u002F21\" data-image-width=\"2120\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ELike almost every tech company on the planet, Opera dove into the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003EAI\u003C\u002Fa\u003E trend some time ago. And although AI is a divisive subject, if the tech giants have their way, it's not going anywhere anytime soon.\u003C\u002Fp\u003E\u003Cp\u003EWhile there are certain avenues that I believe \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-we-can-harness-the-power-of-generative-ai-ethically\u002F\" target=\"_blank\"\u003EAI should be closed to\u003C\u002Fa\u003E (such as art, literature, journalism, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwere-not-ready-for-the-impact-of-generative-ai-on-elections\u002F\" target=\"_blank\"\u003Epolitics\u003C\u002Fa\u003E), there are some places where it has obvious benefits (such as the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmedperf-a-new-computing-platform-aims-to-speed-medical-ai\u002F\" target=\"_blank\"\u003Emedical industry\u003C\u002Fa\u003E, science, technology, and math). \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots of 2023: ChatGPT and alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAnd I'm not going to lie: I've not used AI much more than to peek my head in to see what was what. But the other day I got curious. I wanted to compare what it would be like to research something with Google versus with an AI chatbot. The results actually surprised me (and should probably unnerve Google a bit).\u003C\u002Fp\u003E\u003Cp\u003EFor those who opt to use \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fopera-one-is-an-exciting-new-path-for-the-opera-browser-with-one-big-caveat\u002F\" target=\"_blank\"\u003EOpera as your default browser\u003C\u002Fa\u003E (and you should, it's amazing), there's a simple-to-use AI chatbot built-in with real-time access to the web, called \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeet-aria-operas-new-built-in-generative-ai-assistant\u002F\" target=\"_blank\"\u003EAria\u003C\u002Fa\u003E.  \u003C\u002Fp\u003E\u003Cp\u003ETurns out, opting for Aria (over Google) makes it easier to sift through the garbage to get right at what you're looking for. Instead of having to jettison old, outdated content and content from suspect sites, you simply get your answer. No clicking through different articles to find what you're looking for. No worries you're going to land on a site with malicious code.\u003C\u002Fp\u003E\u003Cp\u003EIt's just simple.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EOf course, there's a caveat to this. Is the answer correct? \u003C\u002Fp\u003E\u003Cp\u003EI did a few tests and found the answers to be \u003Cem\u003Emostly \u003C\u002Fem\u003Eright. However, there were a few instances where Aria botched the answer. One instance involved configuring a static IP in Linux with netplan. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Ffirefox-vs-opera-which-web-browser-is-best-for-you\u002F\"\u003EFirefox vs Opera: Which web browser is best for you?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAria answered the question correctly, except it used the deprecated method of configuring a gateway address. Had I followed the steps Aria gave me, the configuration would have failed.\u003C\u002Fp\u003E\u003Cp\u003EThat being said, what I found was that using Aria as a search tool is pretty efficient. \u003C\u002Fp\u003E\u003Cp\u003ELet me show you how to enable and use it, so you can empower your searches.\u003C\u002Fp\u003E\u003Ch2\u003EHow to enable Aria on Opera\u003C\u002Fh2\u003E\u003Cp\u003E\u003Cstrong\u003EWhat you'll need: \u003C\u002Fstrong\u003EYou'll need two things for this: An updated version of Opera installed on your desktop and a \u003Ca href=\"https:\u002F\u002Fauth.opera.com\u002Faccount\u002Fedit-profile\"\u003Efree Opera account\u003C\u002Fa\u003E. Make sure to create an account and log into it from your Opera browser.\u003C\u002Fp\u003E\u003Cp\u003EWith those things at the ready, it's time to enable Aria.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"977d195f-a638-4aa9-afec-a73d35f85a27\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe first thing to do is open Opera. Once the browser is open, type \u003Cem\u003Eopera:settings \u003C\u002Fem\u003Ein the address bar to open the Settings window.\u003C\u002Fp\u003E\" data-hed=\"1. Open Opera Settings\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"5819fa54-66c9-4845-b625-055d7b4d357f\" data-edition=\"us\" data-description=\"\u003Cp\u003EScroll to the bottom of the settings window and click Advanced. Then, scroll down until you see the AI Services section. Click the On\u002FOff slider to enable Aria in the sidebar. Once you've done that, you can close out the Settings window.\u003C\u002Fp\u003E\" data-hed=\"2. Enable Aria\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"43a1fc5b-0183-4f87-9795-3af3e17b35ce\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EYou can also enable AI in the text highlight popup, in case you come across a term or phrase you want to use as a prompt for Aria.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Jack Wallen\u002FZDNET\" data-image-alt-text=\"The AI Services section in Opera Settings.\" data-image-filename=\"aria1.jpg\" data-image-date-created=\"2023\u002F09\u002F21\" data-image-width=\"789\" data-image-height=\"505\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EHow to use Aria\u003C\u002Fh2\u003E\u003Cp\u003EUsing Aria is very simple. Click the Aria icon (it looks like a white A in a purple square) in the sidebar. This will open Aria, where you can type your prompt at the bottom right of the screen. Aria will take a moment and then display the results of your prompt in the sidebar.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f70b92b4-db17-47f0-b749-ab45d3859703\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe Aria prompt is easily accessed from the Opera sidebar.\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"The Opera Aria prompt.\" data-image-filename=\"aria2.jpg\" data-image-date-created=\"2023\u002F09\u002F21\" data-image-width=\"550\" data-image-height=\"135\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EYou can repeat the same prompt by clicking the circle with the arrow or copy the results by clicking the copy button (both are to the right and above the prompt).\u003C\u002Fp\u003E\u003Cp\u003ETo dismiss Aria, simply click the icon in the sidebar. Until you clear them, all of your prompts will remain.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fhow-to-reset-the-opera-web-browser-and-when-you-should\u002F\"\u003EHow to reset Opera\u003C\u002Fa\u003E | \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fhow-to-pin-extensions-to-opera-for-easy-access\u002F\"\u003EHow to pin extensions\u003C\u002Fa\u003E | \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-add-a-custom-problematic-site-block-list-in-opera\u002F\"\u003EHow to add a custom site block list \u003C\u002Fa\u003E | \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Foperas-battery-saver-mode-is-yet-another-reason-why-you-should-switch-to-this-fantastic-browser\u002F\"\u003EOpera's Battery Saver mode\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOne thing to keep in mind is that every time you want to start a new prompt, click the + button at the top right of the Aira sidebar, otherwise, all of your prompts will be bundled together and you can view them individually.\u003C\u002Fp\u003E\u003Cp\u003ETo view your prompts, click the three-horizontal-line button at the top left of the Aria sidebar, where you can select which of your previous prompts you want to view.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b23e1c74-7504-45d2-bd75-7bc45d5c25a8\" data-size=\"medium\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EAccess all of your previous prompts and start a new one from here.\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"A sample list of previous Aria chats.\" data-image-filename=\"aria3.jpg\" data-image-date-created=\"2023\u002F09\u002F21\" data-image-width=\"261\" data-image-height=\"351\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAnd that's all there is to enabling and using the Aria AI in the Opera browser. Do remember to check the results; otherwise, you could wind up with incorrect (or plagiarized) information.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2023-09-21 17:04:36",timezone:"UTC",updated:c,published:c},description:"If you need to lean on AI for your work or to empower your searches, Opera is here to help with Aria.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"81d6c95b-c8b7-489c-b1c7-a38617be5c9c",image:{id:"2bbdef98-30e3-4dcc-9b07-18765fac0f85",filename:"metaverse-gettyimages-1367338352.jpg",dateCreated:{created:c,date:"2023-09-21 16:28:23",timezone:"UTC",updated:c,published:c},alt:"metaverse-gettyimages-1367338352",credits:"Weiquan Lin\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F09\u002F21\u002F2bbdef98-30e3-4dcc-9b07-18765fac0f85\u002Fmetaverse-gettyimages-1367338352.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2120,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-use-operas-built-in-ai-chatbot-and-why-you-should",startYear:c,summary:b,title:"How to use Opera's built-in AI chatbot (and why you should)",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"10e2a445-ec91-11e3-95d2-02911863765e",slug:"networking",name:"Networking",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"97e096ab-1a2f-479b-b8c6-7abec11c1087",username:"lancewhitney",profileUrl:c,email:c,firstName:"Lance",lastName:"Whitney",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"6835195a-fcd2-43b2-918b-8f61bcdb9fd2",filename:"lance-31.png",dateCreated:{created:c,date:"2023-05-12 19:35:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F05\u002F12\u002F6835195a-fcd2-43b2-918b-8f61bcdb9fd2\u002Flance-31.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Lance Whitney is a freelance technology writer and trainer with a background in IT. He's written for a host of sites and publications, including TechRepublic, PCMag, Macworld, AskWoody, Time, Fortune, and AARP Magazine. He spent seven years writing breaking news for CNET and six years writing a monthly column about Microsoft utilities for the late TechNet Magazine. He's written two books for Wiley & Sons - \"Windows 8: Five Minutes at a Time\" and \"Teach Yourself Visually LinkedIn.\" He also teaches both online and in-person computer classes on such topics as Windows, Microsoft Office, eBay, social media, and cybersecurity. And in a past life, he worked in IT for an international company providing product management and systems support in the U.S. and abroad.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"b04cdd3e-d1c4-42e8-8a1e-0e53ca9580f5\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Norton\" data-image-alt-text=\"Norton scam detector\" data-image-filename=\"norton-scam.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"2576\" data-image-height=\"1876\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EYou've received an email, text, or website notification that's triggering your Spidey senses, so you're not sure if it's legitimate or malicious. One tool that can help is \u003Ca href=\"https:\u002F\u002Fus.norton.com\u002Fproducts\u002Fgenie-scam-detector\" target=\"_blank\"\u003ENorton's Genie\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003EWith this free AI-powered scam detector, you submit the text or image of a suspicious message, social media post, or website. In return, Genie will try to tell you whether the item is a possible scam and let you ask follow-up questions to decide what to do next.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-simple-cybersecurity-rules-to-live-by\u002F\"\u003E6 simple cybersecurity rules to live by\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAvailable as a \u003Ca href=\"https:\u002F\u002Fus.norton.com\u002Fproducts\u002Fgenie-scam-detector\"\u003Ewebsite\u003C\u002Fa\u003E and an \u003Ca href=\"https:\u002F\u002Fapps.apple.com\u002Fus\u002Fapp\u002Fnorton-genie-ai-scam-detector\u002Fid6448706515\"\u003EiPhone\u002FiPad app\u003C\u002Fa\u003E, Norton Genie is currently in an early access phase, which means it's not yet fully widespread or perfected. The app itself is accessible only in the US, UK, Ireland, Australia, and New Zealand.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAnd like any new AI service, Genie is still in the process of learning. That means it's not going to be accurate or correct all of the time. Instead, you'll want to use this as just one method to identify a possible scam. And the more items the tool scans, the more it will learn how to do its job.\u003C\u002Fp\u003E\u003Ch2\u003EHow to use Norton's Genie scam detector \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"4d0b6c24-6c4e-4401-8bcd-723380941b3e\" data-edition=\"us\" data-description=\"\u003Cp\u003ETo start, gather the content of an email, text message, social media post, or website that you find suspicious. You can either take a photo or screenshot of the item or select and copy its text. Let's try both methods.\u003C\u002Fp\u003E\" data-hed=\"1. Capture the suspicious item\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"69c36a0b-ed7d-4dfa-a8b4-91411b851d43\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ECapture the suspicious item.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Capturing the suspicious item\" data-image-filename=\"figure-1-how-to-use-nortons-ai-powered-genie-to-detect-online-scams.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"1200\" data-image-height=\"497\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a80a7a6f-b07b-4a8f-82f3-bc04b125ca04\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext, browse to the \u003Ca href="https:\u002F\u002Fus.norton.com\u002Fproducts\u002Fgenie-scam-detector"\u003EGenie website\u003C\u002Fa\u003E. If you took a photo or screenshot of the item, click the first option for Add image. Then, select and upload the image you captured.\u003C\u002Fp\u003E\" data-hed=\"2. Upload the image to the Genie website\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"46d240c3-0982-42ed-82cb-66454acbfe02\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EUpload the image to the Genie website.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Uploading the image to the Genie website\" data-image-filename=\"figure-2-how-to-use-nortons-ai-powered-genie-to-detect-online-scams.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"1332\" data-image-height=\"904\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"5a7fbbd2-1589-4135-a41f-5380b270e79a\" data-edition=\"us\" data-description=\"\u003Cp\u003EIf you instead chose to copy the text from the item, click the second option for Add Text. Paste the copied text.\u003C\u002Fp\u003E\" data-hed=\"3. Paste the copied text\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"af201a76-d161-4b7b-b531-43f5f6587eef\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EPaste the copied text.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Pasting the copied text\" data-image-filename=\"figure-3-how-to-use-nortons-ai-powered-genie-to-detect-online-scams.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"916\" data-image-height=\"630\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"2de0ce36-717d-415a-bf94-89b4d9930923\" data-edition=\"us\" data-description=\"\u003Cp\u003EAt the next screen, click the Begin scan button to tell Genie to analyze the text.\u003C\u002Fp\u003E\" data-hed=\"4. Begin the scan\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f76857f6-d543-4f30-9dd8-8d147f3ce5ed\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EBegin the scan.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Starting the scan\" data-image-filename=\"figure-4-how-to-use-nortons-ai-powered-genie-to-detect-online-scams.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"926\" data-image-height=\"484\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"fdde2945-c149-4104-ba4c-5179176097ce\" data-edition=\"us\" data-description=\"\u003Cp\u003EGenie analyzes the content, extracts the text, checks any links, and then looks for other scam tactics and red flags. After its analysis, the tool will tell you if it finds the message legitimate, malicious, or just suspicious. If it considers the content malicious or suspicious, it may identity the type of scam being run.\u003C\u002Fp\u003E\" data-hed=\"5. Wait for the analysis\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"e80721f8-5297-4b54-810d-3ef4c5ed375a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EWait for the analysis.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Waiting for the analysis\" data-image-filename=\"figure-5-how-to-use-nortons-ai-powered-genie-to-detect-online-scams.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"1204\" data-image-height=\"712\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"3e9ac215-e4f1-4529-9d8c-d6319b9150f7\" data-edition=\"us\" data-description=\"\u003Cp\u003EClick the link for More details if it appears. Genie again labels the type of scam in place and summarizes how it works.\u003C\u002Fp\u003E\" data-hed=\"6. View more details\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"5db5a0b4-818d-4a10-9065-7f248c95d0bd\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EView more details.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Viewing more details\" data-image-filename=\"figure-6-how-to-use-nortons-ai-powered-genie-to-detect-online-scams.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"858\" data-image-height=\"530\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"83034458-def4-4249-a0e8-80324020c64a\" data-edition=\"us\" data-description=\"\u003Cp\u003EReturn to the main page from the summary. Here, you can rate the response with a thumbs up or thumbs down based on how well Genie did. The tool also offers a chat feature in which you can share any questions or concerns. You'll find a few suggested questions that you can pose. Otherwise, type and submit your own question at the prompt. Depending on Genie's responses, you should be able to carry on the chat with further questions.\u003C\u002Fp\u003E\" data-hed=\"7. Chat with Genie\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c2240cc3-25df-497a-8c01-1c21e517c3d3\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EChat with Genie.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Chatting with Genie\" data-image-filename=\"figure-7-how-to-use-nortons-ai-powered-genie-to-detect-online-scams.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"1412\" data-image-height=\"602\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"d0cd3f15-2950-41f0-9e75-9bf0db7212ef\" data-edition=\"us\" data-description=\"\u003Cp\u003EGenie's iOS\u002FiPadOS app works similarly to the website, but you may find it more convenient if the email, text, or other content is on your mobile device. Download the app from \u003Ca href="https:\u002F\u002Fapps.apple.com\u002Fus\u002Fapp\u002Fnorton-genie-ai-scam-detector\u002Fid6448706515"\u003EApple's App Store\u003C\u002Fa\u003E. Go through the first few screens to enter your name and view any recent activity.\u003C\u002Fp\u003E\" data-hed=\"8. Launch the Genie app\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"74705c7f-3714-49fb-a4ae-42720c1475eb\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ELaunch the Genie app.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Launching the Genie app\" data-image-filename=\"figure-8-how-to-use-nortons-ai-powered-genie-to-detect-online-scams.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"1200\" data-image-height=\"860\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"b651b672-6a37-4e0b-a355-643b9fa09478\" data-edition=\"us\" data-description=\"\u003Cp\u003ETake a photo or screenshot of the content in question or copy its text. At the app's home screen, tap the plus icon at the bottom. Tap Add image to add a photo or screenshot of the suspicious item. Tap Add text to paste copied text from the item. Tap the Begin Scan button.\u003C\u002Fp\u003E\" data-hed=\"9. Upload an image or paste the text\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"29dd616a-d82c-4755-86f0-717987ed0d7d\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EUpload an image or paste the text.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Uploading an image and pasting the text\" data-image-filename=\"figure-9-how-to-use-nortons-ai-powered-genie-to-detect-online-scams.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"1200\" data-image-height=\"860\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"e73fb3b7-c82b-43bc-8c38-ca24c85b8e2f\" data-edition=\"us\" data-description=\"\u003Cp\u003EGenie analyzes the content and delivers its response. You can then rate the analysis with a thumbs up or thumbs down and ask any follow-up questions in mind.\u003C\u002Fp\u003E\" data-hed=\"10. Wait for the response\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"bd20a596-eceb-44a4-942c-2d3d3771bca0\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EWait for the response.\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Waiting for the response\" data-image-filename=\"figure-10-how-to-use-nortons-ai-powered-genie-to-detect-online-scams.jpg\" data-image-date-created=\"2023\u002F09\u002F14\" data-image-width=\"1200\" data-image-height=\"863\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EHow did Genie fare?\u003C\u002Fh2\u003E\u003Cp\u003EI tried Genie with several different emails, some that were legitimate and some that were scams. The results were fairly good, though Genie did miss a few obvious ones based on specific details. For example, the full sextortion email that I submitted was not considered a scam because the Bitcoin URL included in the text was seen as legitimate. When I removed the Bitcoin link from the text, Genie correctly identified this message as a scam.\u003C\u002Fp\u003E\u003Cp\u003EAlso, the chatbot definitely needs improvement as it failed to understand or respond properly to some of my questions. As I said earlier, Genie is in an early access phase, so it certainly requires more time and training to be truly effective. For now, I would use the tool as one way to identify scams but would continue to rely on other methods as well.\u003C\u002Fp\u003E\u003Cp\u003ETo learn more about preventing and combatting scams, check out the following ZDNET articles:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-phishing-how-to-protect-yourself-from-scam-emails-and-more\u002F\"\u003EWhat is phishing? Everything you need to know to protect yourself from scammers\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fscam-spam-and-phishing-texts-how-to-spot-sms-fraud-and-stay-safe\u002F\"\u003EScam, spam and phishing texts: How to spot SMS fraud and stay safe\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fscammers-target-older-people-online-here-are-the-warning-signs\u002F\"\u003EScammers target older people online. Here are the 3 warning signs to watch for\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fscammers-are-using-ai-to-impersonate-your-loved-ones-heres-what-to-watch-for\u002F\"\u003EScammers are using AI to impersonate your loved ones. Here's what to watch out for\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwarning-this-scam-starts-with-a-fake-invoice-it-could-end-with-crooks-stealing-your-data\u002F\"\u003EWarning: This scam starts with a fake invoice. It could end with crooks stealing your data\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"6765f19d-41fe-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F6765f19d-41fe-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2023-09-14 13:38:00",timezone:"UTC",updated:c,published:c},description:"Norton Genie will analyze suspicious emails and other content and alert you if a scam is afoot. Here's how to use it.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"e07d1bb8-a4d3-4ef7-baec-d3c5251a4234",image:{id:"b04cdd3e-d1c4-42e8-8a1e-0e53ca9580f5",filename:"norton-scam.jpg",dateCreated:{created:c,date:"2023-09-14 13:35:40",timezone:"UTC",updated:c,published:c},alt:"Norton scam detector",credits:"Norton",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F09\u002F14\u002Fb04cdd3e-d1c4-42e8-8a1e-0e53ca9580f5\u002Fnorton-scam.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2576,height:1876,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-use-nortons-free-ai-powered-scam-detector",startYear:c,summary:b,title:"How to use Norton's free AI-powered scam detector",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"113c25b6-ec91-11e3-95d2-02911863765e",slug:"security",name:"Security",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"dbbddfb2-b563-4fd6-8c23-1db7fe91c25c",username:"ndelesline",profileUrl:c,email:c,firstName:"Nate",lastName:"Delesline III",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"e22b98a4-b2b1-4ffd-9169-68853772cbca",filename:"nate-delesline.jpg",dateCreated:{created:c,date:"2022-08-05 15:49:10",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fe22b98a4-b2b1-4ffd-9169-68853772cbca\u002Fnate-delesline.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Nate writes about the intersection of education and technology. He's also worked as a newspaper staff writer covering K-12 and higher education, business, local government, and public safety. After living in five other states, Nate considers Virginia his home.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EMany tech companies recognize the value of diversity but struggle with achieving results. \u003C\u002Fp\u003E\u003Cp\u003EBarriers to diversity in technology organizations include access to investors and building more diverse professional networks and talent rosters. It's a topic worth thinking about all year. But it's especially timely in April, which is \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fdiversity-inclusivity-calendar\u002F\"\u003ECelebrate Diversity Month\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003EDeon Nicholas feels a sense of personal responsibility to advance diversity. He's the founder and CEO of \u003Ca href=\"https:\u002F\u002Fforethought.ai\u002F\"\u003EForethought\u003C\u002Fa\u003E, a company that uses AI to solve customer service issues for companies in retail, e-commerce, education, and travel.\u003C\u002Fp\u003E\u003Cp\u003EForethought's customers include Instacart, Marriott, and work management platform Asana.\u003C\u002Fp\u003E\u003Cp\u003E\"We were founded, and then launched in 2018, on a mission to use AI to  — we like to say — unlock human potential starting with transforming the customer service experience. We've grown pretty rapidly over the last few years,\" Nicholas said.\u003C\u002Fp\u003E\u003Cp\u003ELate last year, Forethought announced it had \u003Ca href=\"https:\u002F\u002Fwww.businesswire.com\u002Fnews\u002Fhome\u002F20211214006409\u002Fen\u002FForethought-Raises-65-Million-Series-C-to-Accelerate-Digital-Transformation-in-Customer-Service\"\u003Eraised $65 million\u003C\u002Fa\u003E in Series C funding. Nicholas said the company has raised more than $90 million in venture capital through the first part of this year.\u003C\u002Fp\u003E\u003Cp\u003EIn a recent conversation with Deon, we talked about his background, how he got interested in technology, the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fcomputers-tech\u002Fdiversity-in-tech\u002F\"\u003Eimportance of diversity in the tech industry\u003C\u002Fa\u003E, and why it's important to him to expand diversity, equity, and inclusion. Below is our interview, which has been condensed and edited.\u003C\u002Fp\u003E\u003Ch2\u003EHow technology \"became a passion\"\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"20957e3a-d1c2-4d19-b513-2777c87b9527\" data-size=\"small\" data-float=\"right\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Courtesy Deon Nicholas\" data-image-alt-text=\"Deon Nicholas, a Black man and CEO of Forethought, smiles in a headshot.\" data-image-filename=\"deon-nicholas.jpg\" data-image-date-created=\"2022\u002F04\u002F13\" data-image-width=\"890\" data-image-height=\"890\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003ENate: How did you first get interested in technology?\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDeon Nicholas:\u003C\u002Fstrong\u003E Two people were pretty influential for me in my young days. My dad is a mechanic, so he's always tinkering and building things, and I think I get that from him.\u003C\u002Fp\u003E\u003Cp\u003EHe ended up putting together — I think it was a Windows 95 PC — thing that we had in our house. There weren't a lot of people in our neighborhood that were interested in technology. We grew up in probably one of the worst neighborhoods in Toronto and in Canada. So there weren't a lot of folks to look at who were interested in tech. \u003C\u002Fp\u003E\u003Cp\u003EBut luckily, one of my older brother's friends was a hacker — a get-into-your-computer-style hacker. And he was over one day, just like fiddling around on the computer, and I was like \"All right, what are you doing?\"\u003C\u002Fp\u003E\u003Cp\u003EOne of the things he showed me was a video game maker, and I was super into video games. … That was such a cool experience for me, being able to take stories I had heard or that I'd been thinking about and then translate them into actual video games. \u003C\u002Fp\u003E\u003Cp\u003EIt wasn't coding at the time, it was drag-and-drop, pretty simplistic stuff. But that was how I got my start in technology.\u003C\u002Fp\u003E\u003Cp\u003EAnd that became a passion for many, many years. I started taking apart things, figuratively and literally. \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fcomputers-tech\u002Fhow-to-make-video-game\u002F\"\u003EHow do video games work\u003C\u002Fa\u003E? How does technology work? And eventually, I started realizing that to make more complex stuff, you'd actually have to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fcomputers-tech\u002Fis-learning-how-to-code-hard\u002F\"\u003Elearn how to code\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Ch2\u003EConnecting your passion with a career\u003C\u002Fh2\u003E\u003Cp\u003E\u003Cstrong\u003ENate: How'd you go from creating video games to being a tech company founder?\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDeon Nicholas:\u003C\u002Fstrong\u003E My first-ever job in high school was actually in customer service. I was stocking shelves at Shoppers Drug Mart, which is the Canadian CVS or Walgreens. I started to realize that I don't always have all the answers, and my customers don't always have all the information they need to get stuff done. \u003C\u002Fp\u003E\u003Cp\u003E(Also) in high school, being a math and computers guy, I was also very bad at subjects like history. I had this idea: how could technology help? In this case, help me learn better for school. \u003C\u002Fp\u003E\u003Cp\u003EWhat if I could have technology that would read my notes and generate cue cards to study? That was when I started learning about \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fcomputers-tech\u002Flinguistics-and-computer-science\u002F\"\u003Enatural language processing\u003C\u002Fa\u003E, AI, and things like that.\u003C\u002Fp\u003E\u003Cp\u003EI did actually pass that class, so I was super excited. I think that was an interesting thread for me throughout my life — how can technology be used to get people the information they need?\u003C\u002Fp\u003E\u003Ch2\u003EA reckoning, and an opportunity\u003C\u002Fh2\u003E\u003Cp\u003E\u003Cstrong\u003ENate: Why use your influence to advance diversity in the tech industry?\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDeon Nicholas:\u003C\u002Fstrong\u003E I remember the day we got our first term sheet was the day I heard about George Floyd. There was this really interesting juxtaposition where I'm supposed to be super excited but there's this really doom and gloom, bad thing happening in the world, and I was just learning about that. So it was definitely a really tough time for me.\u003C\u002Fp\u003E\u003Cp\u003EHere I am as one of the few — probably too few — Black entrepreneurs who are able to raise this much funding, have an enterprise technology company, and make an impact on the world. What am I doing to use that platform, use that voice to better the Black community?\u003C\u002Fp\u003E\u003Ch2\u003EA question of access and opportunity\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"9d9d81e8-cb5e-4d29-96d5-4fb33d5e4217\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F9d9d81e8-cb5e-4d29-96d5-4fb33d5e4217\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003ENate: What are some barriers to diversity in tech?\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDeon Nicholas:\u003C\u002Fstrong\u003E I like to say talent is distributed equally, whereas access and opportunity are not. A lot of fundraising, a lot of (the tech world), even though in some ways, it's a meritocracy, in many ways, it's insular. You see that in the numbers (and diversity).\u003C\u002Fp\u003E\u003Cp\u003EWhat that tells you is that the majority of the people getting funded are — call it your cisgendered white male. That's the group that is going to get funded. (Without access to investors and funding), it's going to be very, very hard to get your business off the ground, even if you have the talent. \u003C\u002Fp\u003E\u003Cp\u003EI think that's driven a lot by the fact a lot of these systems, funding, hiring, talent — people tend to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fcommon-misconceptions-working-in-tech\u002F\"\u003Elean on their natural biases\u003C\u002Fa\u003E a lot more than we think. \u003C\u002Fp\u003E\u003Cp\u003EYou end up hiring people who look like you, or you end up hiring people who went to the same school as you, and so on, rather than thinking about, \"Where can I find the best talent in the world for what I need to do?\"\u003C\u002Fp\u003E\u003Cp\u003EI think the industry has a long way to go in creating that diversity, but it's not even a diversity problem. How do we make sure the most talented people in the world are getting the access we need?\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003ENate: What do companies stand to lose if they don't pursue diversity?\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDeon Nicholas:\u003C\u002Fstrong\u003E It's talent. We're in this business, we're in this world where especially in the post-pandemic world, talent is now literally everywhere. You can hire from anywhere. There's a lot of companies that are remote. There's this new world where the thing that is going to make or break your business is the talent that you hire.\u003C\u002Fp\u003E\u003Ch2\u003ERecognize your superpowers \u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"74bd4bc3-2676-4cd5-b187-978a444c95f6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F74bd4bc3-2676-4cd5-b187-978a444c95f6\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003ENate: What advice do you have for young or aspiring tech leaders?\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EDeon Nicholas:\u003C\u002Fstrong\u003E It's kind of cliché, but I would say trust yourself. For me, one of the hardest things was not kind of knowing that this was possible, because I didn't see examples of myself in other entrepreneurs.\u003C\u002Fp\u003E\u003Cp\u003E(Before starting Forethought), the idea of becoming a tech CEO was not something that was in my brain. It was like \"Those guys, or those gals, that's somebody else.\" \u003C\u002Fp\u003E\u003Cp\u003EBut it turns out I had been doing \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fbusiness-management\u002Fbest-online-entrepreneurship-degree\u002F\"\u003Eentrepreneurship\u003C\u002Fa\u003E my entire life. I'd been building things, solving problems. And it wasn't until a few friends were like, \"Hey why don't you think about starting a company?\"\u003C\u002Fp\u003E\u003Cp\u003EI think there are a lot of people who might not know their own skills, their own power, so to speak, because they haven't seen themselves in people who have done it before. Anyone who has their own superpowers — whether that's building and writing code or marketing, or storytelling, or whatever it is — you can be an entrepreneur. \u003C\u002Fp\u003E\u003Cp\u003EStart with just having that inner confidence and it's hard — it's easier said than done — but just knowing that it's even possible is a good place to start.\u003C\u002Fp\u003E\u003Cp\u003EDon't hesitate to reach out. Start \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Feducation\u002Fcomputers-tech\u002Ftech-company-networking-tips\u002F\"\u003Ebuilding your network\u003C\u002Fa\u003E and try to make a connection. Have confidence and remember the world is smaller than you think. Take a risk and reach out to people.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"5fd70c74-30bc-4f15-a2d3-b54064367260\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F5fd70c74-30bc-4f15-a2d3-b54064367260\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-04-13 14:45:00",timezone:"UTC",updated:c,published:c},description:"Deon Nicholas feels a sense of personal responsibility to diversify tech companies and the industry. Here's what he's doing to support that goal and why it's important to him.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"9e8a8d73-fd55-4853-a55b-6e429c57e954",image:{id:"05d4a885-3158-4fe5-8cb9-996d868db01b",filename:"gettyimages-1325245117.jpg",dateCreated:{created:c,date:"2022-04-12 20:34:31",timezone:"UTC",updated:c,published:c},alt:"Smiling faces on laptop screen during video call",credits:"10'000 Hours\u002FDigitalVision\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F04\u002F12\u002F05d4a885-3158-4fe5-8cb9-996d868db01b\u002Fgettyimages-1325245117.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1600,height:1066,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"guide",hubTopicPathString:"Education^Computers & Tech",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"tech-company-diversity",startYear:c,summary:b,title:"Here's why this tech CEO is focused on expanding diversity",topic:{id:"95ca6724-c309-42a2-b946-f359f1127d73",slug:"computers-tech",name:"Computers & Tech",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"95ca6724-c309-42a2-b946-f359f1127d73",slug:"computers-tech",name:"Computers & Tech",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"97e096ab-1a2f-479b-b8c6-7abec11c1087",username:"lancewhitney",profileUrl:c,email:c,firstName:"Lance",lastName:"Whitney",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"6835195a-fcd2-43b2-918b-8f61bcdb9fd2",filename:"lance-31.png",dateCreated:{created:c,date:"2023-05-12 19:35:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F05\u002F12\u002F6835195a-fcd2-43b2-918b-8f61bcdb9fd2\u002Flance-31.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Lance Whitney is a freelance technology writer and trainer with a background in IT. He's written for a host of sites and publications, including TechRepublic, PCMag, Macworld, AskWoody, Time, Fortune, and AARP Magazine. He spent seven years writing breaking news for CNET and six years writing a monthly column about Microsoft utilities for the late TechNet Magazine. He's written two books for Wiley & Sons - \"Windows 8: Five Minutes at a Time\" and \"Teach Yourself Visually LinkedIn.\" He also teaches both online and in-person computer classes on such topics as Windows, Microsoft Office, eBay, social media, and cybersecurity. And in a past life, he worked in IT for an international company providing product management and systems support in the U.S. and abroad.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"81b2fd2f-060a-4129-81f4-0c99bef8d0cf\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"The AI-powered Cocreator in Windows 11 Paint generates an image\" data-image-filename=\"figure-top-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1314\" data-image-height=\"710\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EA variety of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-art-generator\u002F\" target=\"_blank\"\u003EAI-powered image generators\u003C\u002Fa\u003E will create images based on your descriptions. But one that's close to home is Microsoft's own Paint program. With the Windows 11 version of Paint, you can work with an AI-driven tool called Cocreator to generate images for you.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-bing-image-creator\u002F\"\u003EHow to use Bing Image Creator (and why it's better than ever)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBeyond describing what you want, you're able to choose a specific style such as watercolor or photorealistic. In response, Cocreator creates three different images, allowing you to edit or save your favorites. Let's see how this works.\u003C\u002Fp\u003E\u003Ch2\u003EHow to use Windows 11 Paint to generate AI images\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"4d0b6c24-6c4e-4401-8bcd-723380941b3e\" data-edition=\"us\" data-description=\"\u003Cp\u003EMicrosoft added the AI smarts to Paint with the Windows 11 Moment 4 update released in September 2023. To make sure you're running the latest build, head to Settings, select Windows Update, and then click the button to check for updates. Allow the latest updates to download and install.\u003C\u002Fp\u003E\" data-hed=\"1. Update Windows 11\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"626a5231-23a4-49f8-bdac-a53ab57a7be4\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Update Windows 11\" data-image-filename=\"figure-1-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1150\" data-image-height=\"624\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a80a7a6f-b07b-4a8f-82f3-bc04b125ca04\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext, make sure you're running the latest version of Microsoft Paint. The easiest way to do this is to update all your Microsoft Store apps. Open the Microsoft Store app, select the Library icon on the left, and then click the button to Get updates. Allow all the updates to be applied.\u003C\u002Fp\u003E\" data-hed=\"2. Update Microsoft Paint\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"2c05625a-2be5-4f40-8673-5d75c824d1c0\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Update Microsoft Paint\" data-image-filename=\"figure-2-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1196\" data-image-height=\"564\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"f8ca6ef4-549f-46a2-841c-05565d52b726\" data-edition=\"us\" data-description=\"\u003Cp\u003EOpen Paint from the Start menu or the All Apps screen. With a blank canvas on display, click the Cocreator button on the Ribbon.\u003C\u002Fp\u003E\" data-hed=\"3. Launch Paint\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"bc90c91d-81af-4bc7-bdfc-f1cafd5a5431\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Launch Paint\" data-image-filename=\"figure-3-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1184\" data-image-height=\"560\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-now-run-microsofts-ai-powered-copilot-as-a-free-android-app\u002F\"\u003EYou can now run Microsoft's AI-powered Copilot as a free Android app\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"3002fb92-ffa6-4383-b74b-5f97ba987076\" data-edition=\"us\" data-description=\"\u003Cp\u003EWith the Cocreator pane open on the right, describe the type of image you want to be generated. Try to be specific and descriptive but don't overload it with too many elements. Remember that you can keep revising your description until you get exactly what you need, or at least as close to it as possible.\u003C\u002Fp\u003E\" data-hed=\"4. Describe the image you want\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b7c027ae-b7cc-4347-897e-1b404b0fae26\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Describe the image you want\" data-image-filename=\"figure-4-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1184\" data-image-height=\"560\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"60b8e6cc-4eae-4ded-9c11-d232223fab76\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext, click the No selection box under Choose a style and select any style you'd like your image to adopt. You can choose among Charcoal, Ink Sketch, Watercolor, Oil Painting, Digital Art, Photorealistic, Anime, and Pixel Art.\u003C\u002Fp\u003E\" data-hed=\"5. Choose a style\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"1f8dad35-12ec-4832-be55-5c3d21985d53\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Choose a style\" data-image-filename=\"figure-5-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1202\" data-image-height=\"770\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-art-generator\u002F\"\u003EThe best AI art generators: DALL-E 2 and fun alternatives to try\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"631ac24c-49e2-48c8-be13-0bab9522d9a6\" data-edition=\"us\" data-description=\"\u003Cp\u003EAfter writing the description and picking a style, click Create to generate the image. In response, Paint produces and displays three images. Click any image to view it in the center of the canvas. Click the View menu, go to the Zoom submenu, and zoom in or out or fit the image to the window.\u003C\u002Fp\u003E\" data-hed=\"6. Create your image\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b80d728e-f74d-4eab-a5eb-6e89746dd5fa\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Create your image\" data-image-filename=\"figure-6-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1316\" data-image-height=\"742\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"3afb5be8-c09f-42a5-8811-12dc77519e01\" data-edition=\"us\" data-description=\"\u003Cp\u003EAt this point, you can generate other images by tweaking the description and\u002For choosing a different style. Make your changes and then click the Create button to see a new set of images.\u003C\u002Fp\u003E\" data-hed=\"7. Generate new images\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0e05b312-5026-45b3-aedf-a571005b5ea6\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Generate new images\" data-image-filename=\"figure-7-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1314\" data-image-height=\"710\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosofts-copilot-ai-app-expands-to-iphone-and-ipad-heres-what-you-can-do-with-it\u002F\"\u003EMicrosoft's Copilot AI app expands to iPhone, iPad - here's what you can do with it\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"062f6353-4b41-4a1b-b826-c617ffcfb227\" data-edition=\"us\" data-description=\"\u003Cp\u003ESelect an image you like and you can use Paint's editing tools to revise it if you wish. For example, you could change the colors, draw different shapes, or add text.\u003C\u002Fp\u003E\" data-hed=\"8. Revise an image\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"532f7058-f5dd-4d7c-af51-8b84779a18af\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Revise an image\" data-image-filename=\"figure-8-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1314\" data-image-height=\"710\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"dfd97913-810b-4e30-a691-8ae397cb486f\" data-edition=\"us\" data-description=\"\u003Cp\u003ETo save an image, whether you revised it or not, click the File menu and move to Save as. You can opt to save the image as a PNG, JPG, BMP, GIF, or other format. Choose the folder in which to save it.\u003C\u002Fp\u003E\" data-hed=\"9. Save the image\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"70183f3e-073f-4bbf-9d9d-0a2804dc6c58\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Save the image\" data-image-filename=\"figure-9-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1316\" data-image-height=\"742\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"2bb54ac6-98c6-4447-8e38-6b20c99c33d3\" data-edition=\"us\" data-description=\"\u003Cp\u003ETo share the image with someone else by email, click the File menu and select Send. Address and then send the email.\u003C\u002Fp\u003E\" data-hed=\"10. Share the image via email\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"a3ed07f0-d987-4872-89fd-ca3bc19bc562\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Share the image via email\" data-image-filename=\"figure-10-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg\" data-image-date-created=\"2024\u002F01\u002F16\" data-image-width=\"1316\" data-image-height=\"742\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgenerative-ai-by-istock-lets-users-create-commercially-safe-images\u002F\"\u003E'Generative AI by iStock' lets users create images without copyright-infringement worries\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"61b2fa86-25ca-4edd-8c79-0a571ebf1336\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F61b2fa86-25ca-4edd-8c79-0a571ebf1336\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-01-16 17:27:14",timezone:"UTC",updated:c,published:c},description:"Plenty of AI tools will create images based on your descriptions. But every Windows 11 user already has such a tool right at their fingertips - Microsoft's own Paint program.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"745704ac-0b6d-4522-9a5f-79894aa7b5a1",image:{id:"70183f3e-073f-4bbf-9d9d-0a2804dc6c58",filename:"figure-9-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg",dateCreated:{created:c,date:"2024-01-16 12:56:15",timezone:"UTC",updated:c,published:c},alt:"Save the image",credits:"screenshot by Lance Whitney\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F01\u002F16\u002F70183f3e-073f-4bbf-9d9d-0a2804dc6c58\u002Ffigure-9-how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1316,height:742,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-use-the-windows-11-paint-app-to-generate-ai-powered-images",startYear:c,summary:b,title:"Windows 11 Paint has its own AI image generator tool - here's how to use it",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"41040cf0-0abb-4cd0-aad1-1cb0e38b334c",slug:"windows-11",name:"Windows 11",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"a970bd80-3a25-434f-a638-dd49bada7c97\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Thomas Trutschel\u002FGetty Images\" data-image-alt-text=\"linkedinfingergettyimages-1708753972\" data-image-filename=\"linkedinfingergettyimages-1708753972.jpg\" data-image-date-created=\"2024\u002F01\u002F22\" data-image-width=\"1024\" data-image-height=\"683\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EProfessional certificates and credentials can provide a nice little boost to your career prospects. They tell prospective employers that you took the time to learn a skill or focus on an area of study, to the point where you were competent enough to pass an evaluation. \u003C\u002Fp\u003E\u003Cp\u003EDon't confuse certificates and credentials with accredited degrees. Degrees are a far longer (and usually far more expensive) course of study. In many cases, degrees show employers that you have foundational learning and discipline in your area of study, whereas credentials show employers you have studied a specific skill or topic. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fopen-to-work-three-new-linkedin-features-make-job-searching-easier-than-ever\u002F\"\u003EOpen to work? Three new LinkedIn features make job searching easier than ever\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWatch out for training institutions that hawk so-called \"micro-degrees.\" They claim they're giving you a degree for a few months' worth of work. A micro-degree is not a full degree. It's just another name for a credential. \u003C\u002Fp\u003E\u003Cp\u003EAll that said, let's say you just completed a credential. How do you show it off on LinkedIn? That's what this article is going to show you. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI've been hearing from many of you that you took \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhave-10-hours-ibm-will-train-you-in-ai-fundamentals-for-free\u002F\"\u003Ethe IBM AI Fundamentals certificate program\u003C\u002Fa\u003E I wrote about last month. Good for you! It's a pretty good use of time, with some solid training and not all that much brand-specific hype. \u003C\u002Fp\u003E\u003Cp\u003ELike you, I decided to take the full certificate program myself. I did it over the holiday break. Using my completion process, I'll show you how you can add a certificate to your LinkedIn profile. \u003C\u002Fp\u003E\u003Ch2\u003EHow to add a credential to your LinkedIn profile \u003C\u002Fh2\u003E\u003Cp\u003E\u003Cstrong\u003EWhat you'll need: \u003C\u002Fstrong\u003EThe only thing you'll need for this is a LinkedIn account.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-took-this-free-ai-course-for-developers-in-one-weekend-and-highly-recommend-it\u002F\"\u003EI took this free AI course for developers in one weekend and highly recommend it\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"50cb336d-7e66-4f8c-9f59-d15c65550b67\" data-edition=\"us\" data-description=\"\u003Cp\u003EThere's an entire industry of credential management agencies that track earned credentials and provide data to employers, and those who want verification of a prospect's credentials. IBM uses&nbsp;\u003Ca href="https:\u002F\u002Fwww.credly.com\u002F"\u003ECredly\u003C\u002Fa\u003E, but other firms in the technical credential space include&nbsp;\u003Ca href="https:\u002F\u002Fwww.badgecert.com\u002F"\u003EBadgeCert\u003C\u002Fa\u003E&nbsp;and&nbsp;\u003Ca href="https:\u002F\u002Fwww.accredible.com\u002F"\u003EAccredible\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003EBe sure to register your certification with the appropriate credential management agencies. In the case of the IBM AI training, I registered with Credly.\u003C\u002Fp\u003E\" data-hed=\"1. Register your credential\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E\u003Cbr\u003E\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"614019a2-3b91-4556-ac69-74e76a0e4004\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"credly\" data-image-filename=\"credly.jpg\" data-image-date-created=\"2024\u002F01\u002F22\" data-image-width=\"2412\" data-image-height=\"1552\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ECredly provides several social sharing options, as well as a way for you to print out or share a more formal verified certificate so that a prospective employer has proof you earned the credential. \u003C\u002Fp\u003E\u003Cp\u003ENow, you're ready to add that credential to your LinkedIn profile.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"3407c8b5-4e21-4ab4-bb80-1a9b4f252057\" data-edition=\"us\" data-description=\"\u003Cp\u003EDespite having a bunch of pre-existing certifications, I did not already have a licenses and certifications section in my LinkedIn profile.\u003C\u002Fp\u003E\" data-hed=\"2. Add a licenses and certifications profile section\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EOn your main profile page, click the Add Profile Section button, located right under your main header. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c6ceb521-9489-4624-aafa-bdc4365e69c6\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"add-profile-section\" data-image-filename=\"add-profile-section.jpg\" data-image-date-created=\"2024\u002F01\u002F22\" data-image-width=\"1998\" data-image-height=\"1332\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ELinkedIn will present a list of possible profile sections you can add. If you don't see licenses & certifications, hit the drop-down arrow in the Recommended section to reveal more options. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c0ff4d03-f334-44bd-a399-0b62b50c4b27\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"add-licenses\" data-image-filename=\"add-licenses.jpg\" data-image-date-created=\"2024\u002F01\u002F22\" data-image-width=\"1446\" data-image-height=\"1290\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EClick \"Add licenses & certifications.\"\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"036c1550-87a2-4c2f-9bf2-aa27541dcf8e\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you click "Add licenses &amp; certifications," you'll be presented with a credential entry form:\u003C\u002Fp\u003E\" data-hed=\"3. Add details of your new credential\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"3fa29e5d-e925-4973-9acc-962b7ee89c27\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"entry-form\" data-image-filename=\"entry-form.jpg\" data-image-date-created=\"2024\u002F01\u002F22\" data-image-width=\"1882\" data-image-height=\"2160\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EFill it out appropriately. If this isn't your first credential, scroll down to your existing credentials and click the + icon.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"9bde472c-56fc-466b-84ee-89710e40aef3\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"plus-icon\" data-image-filename=\"plus-icon.jpg\" data-image-date-created=\"2024\u002F01\u002F22\" data-image-width=\"2050\" data-image-height=\"511\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAnd there you go. Your credential is now on LinkedIn for all to see. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fwork-life\u002Fhow-tech-professionals-can-survive-and-thrive-at-work-in-the-time-of-ai\u002F\"\u003EHow tech professionals can survive and thrive at work in the time of AI\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhat about you? Have you taken the IBM AI course? Have you taken any \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-took-this-free-ai-course-for-developers-in-one-weekend-and-highly-recommend-it\u002F\" target=\"_blank\"\u003Eother AI courses\u003C\u002Fa\u003E? What other credential programs have you participated in? What did you think of the learning experience? Let us know in the comments below.\u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to my weekly update newsletter \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Eon Substack\u003C\u002Fa\u003E, and follow me on Twitter at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-01-22 15:03:00",timezone:"UTC",updated:c,published:c},description:"Maximize your LinkedIn impact: When you've completed a training and earned a certificate or credential, let the world know. Here's how.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"b50e5a26-f66f-42f0-aff8-10e57a0f9dda",image:{id:"a970bd80-3a25-434f-a638-dd49bada7c97",filename:"linkedinfingergettyimages-1708753972.jpg",dateCreated:{created:c,date:"2024-01-22 14:52:50",timezone:"UTC",updated:c,published:c},alt:"linkedinfingergettyimages-1708753972",credits:"Thomas Trutschel\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F01\u002F22\u002Fa970bd80-3a25-434f-a638-dd49bada7c97\u002Flinkedinfingergettyimages-1708753972.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1024,height:683,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Education^Professional Development",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-add-a-new-credential-to-your-linkedin-profile-and-why-you-should",startYear:c,summary:b,title:"How to add a new credential to your LinkedIn profile, and why you should",topic:{id:"926460b5-b4e9-464e-859e-278dd409a3a7",slug:"professional-development",name:"Professional Development",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"926460b5-b4e9-464e-859e-278dd409a3a7",slug:"professional-development",name:"Professional Development",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"8d600230-8175-11e2-9d12-0018fe8a00b0",username:"Jack Wallen",profileUrl:c,email:c,firstName:"Jack",lastName:"Wallen",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"f03bef9a-858a-451d-bc30-8c603c2ba899",filename:"jack-wallen.jpg",dateCreated:{created:c,date:"2022-08-05 15:04:34",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Ff03bef9a-858a-451d-bc30-8c603c2ba899\u002Fjack-wallen.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Jack Wallen is what happens when a Gen Xer mind-melds with present-day snark. Jack is a seeker of truth and a writer of words with a quantum mechanical pencil and a disjointed beat of sound and soul. An award-winning writer and novelist, Jack has been covering Linux, open-source, and other topics since the late 1990s for numerous publications such as ZDNET, CNET, TechRepublic, Linux.com, The New Stack, Linode, TechTarget, and Linux New Media. Jack's also written over 50 novels of fiction, at least one of which focuses on the Linux operating system. For more news about Jack Wallen, visit his website jackwallen.com.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"066f13f4-f158-4564-acca-641db3b6bf2b\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Alyson Windsor\u002FZDNET\" data-image-alt-text=\"sge-google\" data-image-filename=\"sge-google.jpg\" data-image-date-created=\"2023\u002F10\u002F18\" data-image-crop=\"1218x636+46+29\" data-image-width=\"1307\" data-image-height=\"837\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ESometimes \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E search results are far superior to what Google offers. Instead of having to wade through a lengthy list of sites that can get bogged down with ads or paywalls, you can more quickly get a question answered and learn about what you searched for.\u003C\u002Fp\u003E\u003Cp\u003EOf course, generative AI tools aren't perfect. You have to contend with two simple realities: 1) the results will be incorrect sometimes and 2) the results could have been plagiarized (without proper citation). \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpts-web-browsing-feature-just-got-a-whole-lot-easier-to-use\u002F\"\u003EChatGPT's web browsing feature just got a whole lot easier to use\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EBut for those who have grown to depend on AI, Google has simplified its use within the Chrome browser. All you have to do is enable SGE (Search Generative Experience) in Chrome and you can start (or continue) your AI journey with ease.\u003C\u002Fp\u003E\u003Cp\u003ESGE is an experiment from \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-access-googles-latest-ai-experiments-with-google-labs-heres-how\u002F\" target=\"_blank\"\u003EGoogle Labs\u003C\u002Fa\u003E and recently Google applied very powerful Large Language Models (LLMs) to Search. One model, Multitask Unified Model (MUM) is 1,000 times more powerful than BERT (Bidirectional Encoder Representations from Transformers) and is trained across 75 different languages. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F6-ai-tools-that-can-supercharge-your-everyday-life-and-work\u002F\"\u003E6 AI tools to supercharge your work and everyday life\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWith SGE, you can ask all types of complex and descriptive questions, get to the heart of a matter more quickly, get your work done faster, and ask conversational follow-ups. \u003C\u002Fp\u003E\u003Cp\u003ELet me show you how it's done.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EHow to enable SGE in Chrome\u003C\u002Fh2\u003E\u003Cp\u003E\u003Cstrong\u003EWhat you'll need: \u003C\u002Fstrong\u003ETo add SGE to Chrome, you'll need the Chrome desktop browser and a valid Chrome account that is not a work or school account (it's not yet available for those). That's it. Let's make it work.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"927057cc-1125-478f-b23f-15c9b1338e83\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe first thing you must do is open Chrome on your desktop (or laptop). Once Chrome is ready, click the profile icon in the upper right corner and click \u003Cstrong\u003ETurn on sync\u003C\u002Fstrong\u003E from the pop-up menu. You will then be prompted to type your Google account email address and then your password. Do note, if you're already signed into your Google account from within Chrome and enabled Sync, you can skip this step.\u003C\u002Fp\u003E\" data-hed=\"1. Log into your Google account\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"5b15b4c7-4a45-4441-a926-df3b17f4dc0c\" data-size=\"medium\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ELogging into your Google account to be used for Chrome Sync.\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"The Chrome profile pop-up menu.\" data-image-filename=\"sge1.jpg\" data-image-date-created=\"2023\u002F10\u002F18\" data-image-width=\"353\" data-image-height=\"534\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"71981a8e-bbd5-451a-95ca-9f02e411a6bf\" data-edition=\"us\" data-description=\"\u003Cp\u003EOpen a new tab in Chrome. To the left of your profile icon in the start page, you'll see a small beaker icon. Click that icon to open the Google Labs in a new tab.\u003C\u002Fp\u003E\" data-hed=\"2. Access Google Labs\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"771609ea-20ab-4d91-a5ea-7fd6065ab9c4\" data-size=\"medium\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EAccessing the Google Labs page is as simple as clicking the beaker.\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"The top right corner of Google Chrome.\" data-image-filename=\"sge2.jpg\" data-image-date-created=\"2023\u002F10\u002F18\" data-image-width=\"306\" data-image-height=\"202\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"b6a3e8d2-fc6d-4989-9944-ec50ab535432\" data-edition=\"us\" data-description=\"\u003Cp\u003EOn the Google Labs page, you'll see the card for SGE. In the card is an On\u002FOff slider. Click that slider until it's in the On position. You can then close the Google Labs tab.\u003C\u002Fp\u003E\" data-hed=\"3. Enable SGE\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0665baa3-3ca8-4480-8976-d34d21129b6e\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EYou can also enable other Google Labs experiments here.\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"The Google Labs experiments page.\" data-image-filename=\"sge3.jpg\" data-image-date-created=\"2023\u002F10\u002F18\" data-image-width=\"1506\" data-image-height=\"912\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"2ac40d57-f65b-4465-804b-c2ccc2bbca66\" data-edition=\"us\" data-description=\"\u003Cp\u003EIn the Google search file, type a query such as \u003Cem\u003Etell me the story of the Great Pumpkin\u003C\u002Fem\u003E. In the Google search results page, you'll see a \u003Cstrong\u003EGenerate\u003C\u002Fstrong\u003E button above the standard results. Click that button to generate an AI response to your query.\u003C\u002Fp\u003E\" data-hed=\"4. Try SGE\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"1d4ff9a3-2fdb-4fbf-a2fa-4029d4a6583b\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EOnce you've issued your search query, click Generate to add in AI results.\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"The Generate button from Google SGE.\" data-image-filename=\"sge4.jpg\" data-image-date-created=\"2023\u002F10\u002F18\" data-image-width=\"984\" data-image-height=\"246\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"0f5f16ea-eca3-4783-a588-155b3a7838ec\" data-edition=\"us\" data-description=\"\u003Cp\u003ESGE will generate your results on the same page, where you can ask a follow-up question or click to generate content from the suggested follow-ups.\u003C\u002Fp\u003E\" data-hed=\"5. Enjoy your results\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"67647289-bdda-4d93-b9da-3456150ddcf3\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EYou can simply enjoy your results or expand on them with a follow-up question.\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"SGE results in Chrome.\" data-image-filename=\"sge5.jpg\" data-image-date-created=\"2023\u002F10\u002F18\" data-image-width=\"1505\" data-image-height=\"916\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EYou've just empowered your Google searches with generative AI in Chrome. Hopefully, this tool will help you learn more, faster.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2023-10-18 16:48:59",timezone:"UTC",updated:c,published:c},description:"If Chrome is your default desktop browser, and you're looking to get better search results from Google Search, why not add generative AI into the mix? Here's how.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"a402211a-854f-45fb-8975-5d98cb30f2ab",image:{id:"066f13f4-f158-4564-acca-641db3b6bf2b",filename:"sge-google.jpg",dateCreated:{created:c,date:"2023-10-18 16:38:30",timezone:"UTC",updated:c,published:c},alt:"sge-google",credits:"Alyson Windsor\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F10\u002F18\u002F066f13f4-f158-4564-acca-641db3b6bf2b\u002Fsge-google.jpg",cropGravity:o,crop:"1307x731+0+0",typeName:"content_image",imageUrl:c,width:1307,height:837,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-supercharge-your-google-searches-with-generative-ai-in-chrome",startYear:c,summary:b,title:"How to supercharge your Google searches with generative AI in Chrome",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1050fa4d-ec91-11e3-95d2-02911863765e",slug:"google",name:"Google",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"8bb9e6a7-4466-4146-9cca-416a0c890a95\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Eoneren\u002FGetty Images\" data-image-alt-text=\"AI hallucinations\" data-image-filename=\"gettyimages-1582890982.jpg\" data-image-date-created=\"2023\u002F10\u002F09\" data-image-width=\"2309\" data-image-height=\"1299\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\"Liar, liar. Pants on fire.\"\u003C\u002Fp\u003E\u003Cp\u003EOne of the most troubling aspects of working with large language model chat \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003EAIs\u003C\u002Fa\u003E is their tendency to make stuff up, fabricate answers, and otherwise present as fact information that is completely wrong. \u003C\u002Fp\u003E\u003Cp\u003EFor example, in an article about \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\"\u003Eusing ChatGPT to write code\u003C\u002Fa\u003E, I showed how \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E incorporated the following URL into the code: \u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003Ehttps:\u002F\u002Fwww.reuters.com\u002Fbusiness\u002Fretail-consumer\u002Fteslas-musk-says-fremont-california-factory-may-be-sold-chip-shortage-bites-2022-03-18\u002F \t\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EIt looks legitimate, doesn't it? After all, Reuters is a very credible news source. It looks like it's an article about Tesla selling a factory, written in March of 2022. But, of course, ChatGPT doesn't model data from March of 2022, and the factory wasn't being sold. It's a complete fabrication made up out of the ether by ChatGPT. That link doesn't go anywhere. 404 to the max, baby. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-claude-ai-and-how-its-different-from-chatgpt\u002F\"\u003EHow to use Claude AI (and how it's different from ChatGPT)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThat ChatGPT \"hallucinates\" is a known and common problem. OpenAI (the makers of ChatGPT) co-founder John Schulman \u003Ca href=\"https:\u002F\u002Fwww.technologyreview.com\u002F2023\u002F03\u002F03\u002F1069311\u002Finside-story-oral-history-how-chatgpt-built-openai?utm_source=pocket_saves\"\u003Esays\u003C\u002Fa\u003E, \"Our biggest concern was around factuality, because the model likes to fabricate things.\"\u003C\u002Fp\u003E\u003Cp\u003EBut what if you want to use ChatGPT and get good-quality answers? It is possible. In this article, I'll show you eight ways to reduce hallucinations. It's all about how you ask your questions. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fok-so-chatgpt-just-debugged-my-code-for-real\u002F\"\u003EOK, so ChatGPT just debugged my code. For real\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn each of these best practices, I'm including five examples that show how not to use the AI. If you paste these as-is into a chatbot, you'll probably get a caution that they contain impossible requests. I'm using these as examples. The key is to avoid accidentally using these hallucination-prompting request styles embedded in more realistic questions.\u003C\u002Fp\u003E\u003Cp\u003ELet's get started. \u003C\u002Fp\u003E\u003Ch2\u003E 1. Avoid ambiguity and vagueness \u003C\u002Fh2\u003E\u003Cp\u003EWhen \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-write-better-chatgpt-prompts\u002F\" target=\"_blank\"\u003Eprompting an AI\u003C\u002Fa\u003E, it's best to be clear and precise. Prompts that are vague, ambiguous, or do not provide sufficient detail to be effective give the AI room to confabulate in an attempt to fill in the details you left out. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-bing-image-creator\u002F\"\u003EHow to use Bing Image Creator (and why it's better than ever)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHere are some examples of prompts that are too ambiguous and might result in an inaccurate or fabricated result: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EDiscuss the event that took place last year.\u003C\u002Fli\u003E\u003Cli\u003EDescribe the impact of that policy on people.\u003C\u002Fli\u003E\u003Cli\u003EOutline the development of technology in the region.\u003C\u002Fli\u003E\u003Cli\u003EDescribe the effects of the incident on the community.\u003C\u002Fli\u003E\u003Cli\u003EExplain the implications of the experiment conducted recently.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EKeep in mind that most prompts will likely violate more than one of the eight factors described in this article. While the examples shown here are intended for illustration, an actual prompt you write may have ambiguity buried among other details. Evaluate your prompts with care, making sure to pay special attention to errors like those shown here. \u003C\u002Fp\u003E\u003Ch2\u003E 2. Avoid merging unrelated concepts \u003C\u002Fh2\u003E\u003Cp\u003EPrompts that merge unrelated concepts, that combine incongruent concepts in a single prompt, or have no direct relationship or correlation, may well induce the AI to fabricate a response that implies the unrelated concepts are, in fact, related. \u003C\u002Fp\u003E\u003Cp\u003EHere are some examples: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EDiscuss the impact of ocean currents on internet data transfer speeds across continents.\u003C\u002Fli\u003E\u003Cli\u003EDescribe the relationship between agricultural crop yields and advancements in computer graphics technology.\u003C\u002Fli\u003E\u003Cli\u003EDetail how variations in bird migration patterns affect global e-commerce trends.\u003C\u002Fli\u003E\u003Cli\u003EExplain the correlation between the fermentation process in winemaking and the development of electric vehicle batteries.\u003C\u002Fli\u003E\u003Cli\u003EDescribe how different cloud formations in the sky impact the performance of stock trading algorithms.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003ERemember that the AI doesn't actually know anything about our world. It will attempt to fit what it's being asked to do into its model, and if it can't fit it using actual facts, it will attempt to interpolate, providing fabrications or hallucinations where it needs to fill in the blanks. \u003C\u002Fp\u003E\u003Ch2\u003E 3. Avoid describing impossible scenarios \u003C\u002Fh2\u003E\u003Cp\u003EWithin your prompts, be sure to use scenarios that are practical and real. Scenarios that are physically or logically impossible, in turn, induce hallucinations. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-create-your-own-comic-books-with-ai\u002F\"\u003EHow to create your own comic books with AI\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHere are some examples: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EExplain the physics of environmental conditions where water flows upward and fire burns downwards.\u003C\u002Fli\u003E\u003Cli\u003EExplain the process by which plants utilize gamma radiation for photosynthesis during nighttime.\u003C\u002Fli\u003E\u003Cli\u003EDescribe the mechanism that enables humans to harness gravitational pull for unlimited energy generation.\u003C\u002Fli\u003E\u003Cli\u003EDiscuss the development of technology that allows data to be transmitted faster than the speed of light.\u003C\u002Fli\u003E\u003Cli\u003EDetail the scientific principles that allow certain materials to decrease in temperature when heated.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EIf the AI doesn't detect the impossibility of such a scenario, it will build upon it. But if the foundation is impossible, the response will also be impossible. \u003C\u002Fp\u003E\u003Ch2\u003E 4. Avoid using fictional or fantastical entities \u003C\u002Fh2\u003E\u003Cp\u003EWithin your prompts, it's important to give the AI a foundation that's as grounded in fact as possible. Unless you're purposely playing with fictional concepts (as I did with \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-asked-chatgpt-to-write-a-short-star-trek-episode-it-actually-succeeded\u002F\"\u003Easking ChatGPT to write a Star Trek story\u003C\u002Fa\u003E), stay firmly grounded in reality. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-generative-ai-solve-computer-sciences-greatest-unsolved-problem\u002F\"\u003ECan generative AI solve computer science's greatest unsolved problem?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhile fictional entities, objects, and concepts might help you explain something, they could lead the chatbot astray. Here are a number of examples of what not to do: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EDiscuss the economic impact of the discovery of vibranium, a metal that absorbs kinetic energy, on the global manufacturing industry.\u003C\u002Fli\u003E\u003Cli\u003EExplain the role of flux capacitors, devices that enable time travel, in shaping historical events and preventing conflicts.\u003C\u002Fli\u003E\u003Cli\u003EDescribe the environmental implications of utilizing the Philosopher's Stone, which can transmute substances, in waste management and recycling processes.\u003C\u002Fli\u003E\u003Cli\u003EDetail the impact of the existence of Middle Earth on geopolitical relations and global trade routes.\u003C\u002Fli\u003E\u003Cli\u003EExplain how the use of Star Trek's transporter technology has revolutionized global travel and impacted international tourism.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EAs you can see, the fantastical concepts might be fun to play with. But using them in serious prompts could well cause the AI to return wildly fabricated answers. \u003C\u002Fp\u003E\u003Ch2\u003E 5. Avoid contradicting known facts \u003C\u002Fh2\u003E\u003Cp\u003EDon't use prompts that contain statements that contradict well-established facts or truths, because those contradictions can open the door to confabulation and hallucinations. \u003C\u002Fp\u003E\u003Cp\u003EHere are some examples of that practice: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EDiscuss the impact of the Earth being the center of the universe on modern astrophysics and space exploration.\u003C\u002Fli\u003E\u003Cli\u003EDetail the effects of a flat Earth on global climate patterns and weather phenomena.\u003C\u002Fli\u003E\u003Cli\u003EExplain how the rejection of germ theory, the concept that diseases are caused by microorganisms, has shaped modern medicine and hygiene practices.\u003C\u002Fli\u003E\u003Cli\u003EDescribe the process by which heavier-than-air objects naturally float upwards, defying gravitational pull.\u003C\u002Fli\u003E\u003Cli\u003EExplain how the concept of vitalism, the belief in a life force distinct from biochemical actions, is utilized in contemporary medical treatments.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThese ideas are also fun to play with, but if you're looking for reliable results from the large language model, stick to commonly accepted facts and avoid ideas that might be misinterpreted. \u003C\u002Fp\u003E\u003Ch2\u003E 6. Avoid misusing scientific terms \u003C\u002Fh2\u003E\u003Cp\u003EWhen prompting, be careful about using scientific terms, especially if you're not precisely sure what they mean. If you use prompts that misapply scientific terms or concepts in a way that sounds plausible but are scientifically inaccurate, the language model is likely to try to find a way to make them work. The result: fabricated answers. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgenerative-ai-will-far-surpass-what-chatgpt-can-do-heres-everything-you-need-to-know-how-the-tech-advances\u002F\"\u003EGenerative AI will far surpass what ChatGPT can do. Here's how the tech advances\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHere are five examples of what I mean: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EExplain how utilizing Heisenberg's uncertainty principle in traffic engineering can minimize road accidents by predicting vehicle positions.\u003C\u002Fli\u003E\u003Cli\u003EDescribe the role of the placebo effect in enhancing the nutritional value of food without altering its physical composition.\u003C\u002Fli\u003E\u003Cli\u003EOutline the process of using quantum entanglement to enable instantaneous data transfer between conventional computers.\u003C\u002Fli\u003E\u003Cli\u003EDetail the implications of applying the observer effect, the theory that simply observing a situation alters its outcome, in improving sports coaching strategies.\u003C\u002Fli\u003E\u003Cli\u003EExplain how the concept of dark matter is applied in lighting technologies to reduce energy consumption in urban areas.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003ESee how some of these things sound plausible? In most cases, the AI will probably tell you that the ideas are speculative, and the answer being provided is merely an exercise. But if you aren't really careful about wording, the AI might be fooled into treating these garbage-in terms as real, and the result will be very confidently presented garbage-out. \u003C\u002Fp\u003E\u003Ch2\u003E 7. Avoid blending different realities \u003C\u002Fh2\u003E\u003Cp\u003EAs someone who enjoys science fiction, I enjoy speculative scenarios and alternative reality stories. But when trying to get clear answers from an AI, be careful about mixing elements from different realities, timelines, or universes in a way that sounds plausible but are just not possible. \u003C\u002Fp\u003E\u003Cp\u003EHere are some examples: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EDiscuss the impact of the invention of the internet during the Renaissance period on art and scientific discovery.\u003C\u002Fli\u003E\u003Cli\u003EExplain how the collaboration between Nikola Tesla and modern-day artificial intelligence researchers shaped the development of autonomous technologies.\u003C\u002Fli\u003E\u003Cli\u003EDescribe the implications of utilizing World War II-era cryptography techniques to secure contemporary digital communications.\u003C\u002Fli\u003E\u003Cli\u003EOutline the development of space travel technologies during Ancient Egyptian civilization and its impact on pyramid construction.\u003C\u002Fli\u003E\u003Cli\u003EDiscuss how the introduction of modern electric vehicles in the 1920s would have influenced urban development and global oil markets.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EOne reason to be careful about these sorts of prompts is you might not have the knowledge to validate the responses. Take a look at the last example, electric cars in the 1920s. Most folks might laugh off the idea, knowing electric cars are a modern innovation. But that would actually be wrong. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-bing-chat-vs-google-bard-which-is-the-best-ai-chatbot\u002F\"\u003EChatGPT vs. Bing Chat vs. Google Bard: Which is the best AI chatbot?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESome of the first electric vehicles \u003Ca href=\"https:\u002F\u002Fwww.caranddriver.com\u002Ffeatures\u002Fg43480930\u002Fhistory-of-electric-cars\u002F\"\u003Ewere actually invented back in the 1830s\u003C\u002Fa\u003E. Yep, quite a bit of time before the internal combustion engine. That's right, folks. Keep coming back to ZDNET. Not only do we provide hands-on tips for using AI, but we'll blow your mind with an impromptu tech history lesson! \u003C\u002Fp\u003E\u003Ch2\u003E 8. Avoid assigning uncharacteristic properties \u003C\u002Fh2\u003E\u003Cp\u003EWe'll wrap up our list of avoidance practices with this one: avoid crafting prompts that assign properties or characteristics to entities that they do not possess in a way that sounds plausible but are scientifically inaccurate. \u003C\u002Fp\u003E\u003Cp\u003EHere are some examples: \u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003EExplain how the magnetic fields generated by butterfly wings influence global weather patterns.\u003C\u002Fli\u003E\u003Cli\u003EDescribe the process by which whales utilize echolocation to detect pollutants in ocean water.\u003C\u002Fli\u003E\u003Cli\u003EOutline the role of bioluminescent trees in reducing the need for street lighting in urban areas.\u003C\u002Fli\u003E\u003Cli\u003EDiscuss the role of the reflective surfaces of oceans in redirecting sunlight to enhance agricultural productivity in specific regions.\u003C\u002Fli\u003E\u003Cli\u003EExplain how the electrical conductivity of wood is utilized in creating eco-friendly electronic devices.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe idea here is you're using a property of an object, like a color or a texture, and then relating it to some other object that doesn't have that property. \u003C\u002Fp\u003E\u003Ch2\u003E Final thoughts \u003C\u002Fh2\u003E\u003Cp\u003ESome of these precautions can stack. Take, for example, this prompt: \u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003EHow do I keep the hair on my mouse clean? \t\u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EThis is where context can be king. Hair is certainly a property of living creatures but is not normally the property of a computer mouse. But it \u003Cem\u003Eis\u003C\u002Fem\u003E a property of a pet mouse. In this one prompt, we're violating the \"avoid ambiguity\" rule because we didn't specify what kind of mouse and, possibly, violating the \"uncharacteristic properties\" caution if we're talking about hair on a computer mouse. \u003C\u002Fp\u003E\u003Cp\u003EAnother thing to be concerned about is how prompting and \"facts\" fit into an overall worldview. All the AI companies (and many tech companies) are dealing with this issue. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fdall-e-3-is-now-available-for-free-in-bing-chat\u002F\"\u003EDALL-E 3 is now available for free in Bing Chat\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThat's because, in modern society, we have a bit of a problem with facts. Depending on cultural background, political affiliation, religious beliefs, or merely upbringing, what is considered absolute fact by one person may be considered fantasy by another. Keep in mind that those perspectives may also color the results of the AI, and try to avoid contested topics if you're trying to get reliable answers from the machine. \u003C\u002Fp\u003E\u003Cp\u003EOverall, though, if you follow these guidelines and avoid constructing prompts that could confuse the AI, you stand a better chance of reducing hallucinations. \u003C\u002Fp\u003E\u003Cp\u003ELet us know if you've tried out any of these tactics (or have others). Have any worked for you? Did ChatGPT ever hallucinate for you in any spectacular or interesting ways? Let us know in the comments below. \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to my weekly update newsletter \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Eon Substack\u003C\u002Fa\u003E, and follow me on Twitter at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"d134cb46-1b0d-445f-b840-2239e42b5030\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fd134cb46-1b0d-445f-b840-2239e42b5030\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2023-10-09 14:49:13",timezone:"UTC",updated:c,published:c},description:"Here are eight proven strategies to reduce fabrication in ChatGPT responses and ensure you're getting trustworthy answers every time. Now if only this worked on people.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"56425ce2-547f-4aff-a857-f72ba94738b4",image:{id:"8bb9e6a7-4466-4146-9cca-416a0c890a95",filename:"gettyimages-1582890982.jpg",dateCreated:{created:c,date:"2023-10-09 14:21:29",timezone:"UTC",updated:c,published:c},alt:"AI hallucinations",credits:"Eoneren\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F10\u002F09\u002F8bb9e6a7-4466-4146-9cca-416a0c890a95\u002Fgettyimages-1582890982.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2309,height:1299,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"8-ways-to-reduce-chatgpt-hallucinations",startYear:c,summary:b,title:"8 ways to reduce ChatGPT hallucinations",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"33a37b23-de0c-4830-a4df-0c5de6eee5bf",filename:"sabrina-ortiz.jpg",dateCreated:{created:c,date:"2022-07-25 20:11:15",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F07\u002F25\u002F33a37b23-de0c-4830-a4df-0c5de6eee5bf\u002Fsabrina-ortiz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She specializes in the intersection of technology and everyday life. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"a4a4cb5a-3a52-4fdb-84e2-622e96d59bf1\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Malte Mueller\u002FGetty Images\" data-image-alt-text=\"Trip planning illustration\" data-image-filename=\"gettyimages-1369263857.jpg\" data-image-date-created=\"2023\u002F09\u002F27\" data-image-crop=\"2070x1163+0+181\" data-image-width=\"2070\" data-image-height=\"1449\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EBecause \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E can perform many technical tasks such as \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\" target=\"_blank\"\u003Ewriting\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-write-code\u002F\" target=\"_blank\"\u003Ecoding\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-do-research-for-papers-presentations-studies-and-more\u002F\" target=\"_blank\"\u003Eresearching\u003C\u002Fa\u003E, a lot of the hype surrounding the chatbot has been on its ability to revolutionize the workspace. However, ChatGPT's assistance can also be used for other, more exciting projects, such as vacation or trip planning. \u003C\u002Fp\u003E\u003Cp\u003EIf you have ever planned a vacation, you know how stressful the entire ordeal is. From finding the right destination to having everything booked to having an orderly itinerary, there are many things to consider to have a good vacation -- that's where ChatGPT can help. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-do-research-for-papers-presentations-studies-and-more\u002F\"\u003E\u003Cstrong\u003EHow to use ChatGPT to do research for papers, presentations, studies, and more\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EOver the summer, I took a trip to Europe and used a travel agent because I was so overwhelmed I didn't even know where to start. When I was sharing my plight with other tourists I met on the trip, multiple times I was met with, \"Oh, we just used ChatGPT.\" \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EChatGPT can help with every step of the way, answering all your questions the way a travel agent would by searching its robust database and outputting a conversational response. \u003C\u002Fp\u003E\u003Cp\u003EIf you're daydreaming about your next vacation or planning your next getaway, here's how you can use ChatGPT or other AI chatbots to do the heavy lifting. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EQuick note:\u003C\u002Fstrong\u003E I am using ChatGPT for this article because of its popularity. However, the instructions work for any of the many AI chatbots on the market. \u003C\u002Fp\u003E\u003Cp\u003EIt's worth using a \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\" target=\"_blank\"\u003Echatbot\u003C\u002Fa\u003E that has internet access, such as \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-the-new-bing-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EBing Chat \u003C\u002Fa\u003Eor \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-bard-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EGoogle Bard\u003C\u002Fa\u003E because you will not only get the latest prices, recommendations, and more, but you'll also get clickable links you can visit yourself. \u003C\u002Fp\u003E\u003Ch2\u003EHow to plan your vacation with ChatGPT\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"77737d08-e1b0-4197-8b7f-4c29f097b1be\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe first step in planning a vacation is figuring out where to go. Even though you might not know the exact city or country that you want to visit, you probably have a general idea of what you want to experience.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EFor example, if you want a summer European vacation, you can ask ChatGPT for destinations that fulfill that desire.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-write-better-chatgpt-prompts\u002F"\u003EHow to write better ChatGPT prompts for the best generative AI results\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor the prompt, I said, "Can you give me destination ideas for a European summer vacation?" Within seconds, ChatGPT provided a list of 15 destinations to choose from.&nbsp; &nbsp;\u003C\u002Fp\u003E\u003Cp\u003EYou can continue to narrow down your choices by asking follow-up questions. Once you have a detailed idea of where you'd like to go, like a specific country, you can ask ChatGPT to help you narrow down what city to visit. The possibilities are endless.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"1. Find a destination\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"85012c2a-38f7-440a-ab6a-562143140cfb\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Finding a location using ChatGPT\" data-image-filename=\"finding-a-location.png\" data-image-date-created=\"2023\u002F09\u002F27\" data-image-width=\"2017\" data-image-height=\"1074\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"46bf5a13-120b-4720-8ce9-b42f6b8f8a98\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you pick a location or narrow it down to a few, you can ask ChatGPT to help you figure out what the must-see sites of that location are. This can help you decide on a location because if the must-see sites aren't for you, it may be time to pick a different location.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F4-ways-generative-ai-can-stimulate-the-creator-economy\u002F"\u003E\u003Cstrong\u003E4 ways generative AI can stimulate the creator economy\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EI asked ChatGPT, "What are some things I need to do if I visit Porto, Portugal?" Then, it listed 15 places I should visit and things I should do. The list was very comprehensive, and I can vouch for its accuracy as someone who just visited the city over the summer.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EChatGPT's list included everything I did, from sites I saw to food I ate and&nbsp;shows I watched. To put my list together, I read countless travel guides, watched YouTube videos, and even bought travel books. Instead, all I could have done to have the same itinerary is type in one sentence into ChatGPT and wait 15 seconds.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"2. Find things to do in each location\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0889b2e6-f2ce-46a7-bfe1-7f7c4bb4c741\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Things to do in Porto prompt \" data-image-filename=\"thigs-to-do-in-porto.png\" data-image-date-created=\"2023\u002F09\u002F27\" data-image-width=\"1930\" data-image-height=\"1069\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"07433bc0-2b7d-4638-aa29-e0bae634391b\" data-edition=\"us\" data-description=\"\u003Cp\u003ESince most of the research is already done, all that is left is booking your lodging and flights. Whether you want to stay in an Airbnb, a hostel, or a hotel, you need to know where you want to stay, and ChatGPT can help with that decision.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EJust ask ChatGPT where you should stay, and it will give you different areas of the city as well as an in-depth description of what to expect there.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmy-two-favorite-chatgpt-plus-plugins-and-the-remarkable-things-i-can-do-with-them\u002F"\u003EMy two favorite ChatGPT Plus plugins and the remarkable things I can do with them\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EI asked ChatGPT, "When visiting Porto, what area should I stay in?" and it provided a list of six different neighborhoods. You can also get more detailed recommendations by including price limitations, what you'd like to see in the area, the night scene, noise levels, or more in your initial prompt.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"3. Figure out what area to stay in\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"788025af-fa52-49fd-badc-6b74cd0a5ea6\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Where to stay in Porto prompt\" data-image-filename=\"where-to-stay-in-porto.png\" data-image-date-created=\"2023\u002F09\u002F27\" data-image-width=\"1935\" data-image-height=\"1085\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"9a187a70-cf5a-4b2a-954f-a814f06dcccf\" data-edition=\"us\" data-description=\"\u003Cp\u003ELastly, you have to iron out all of the final booking details. You probably want to fly into an airport that is near where you want to stay (if visiting a city like NYC with multiple airports) and book a stay that has the accommodations you want.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EFor both of these tasks, I will shift to Bing Chat since it is connected to the internet. Since ChatGPT is limited to information before 2021, it won't have information on flights or recent hotels.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EFor the flights, I asked Bing Chat, "Can you find me flights for a five-day trip to Porto in July from NYC?" Within seconds, Bing Chat provided me with a sample date and links I could click to book a flight.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EMore helpful, however, is the hotel booking assistance because it lists different hotels, describes them for you, and gives you links to their individual sites so that you can look for dates, compare rates, and do more yourself.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-the-new-bing-heres-everything-you-need-to-know\u002F"\u003E\u003Cstrong\u003EWhat is Bing Chat? Here's everything you need to know&nbsp;\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EI asked Bing Chat, "What are some hotel options in the Boavista region of Porto, Portugal?" and was met with two hotel options as well as a map that displayed many different hotels and their rates. Bing Chat also provided me with a link to Microsoft Bing Travel.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"4. Find flights and hotels\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"edb46b17-4b7f-4d96-aee4-8f8663f82fae\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Bing Chat Bing Chat trip booking\" data-image-filename=\"screenshot-2023-09-27-at-12-42-03-pm.png\" data-image-date-created=\"2023\u002F09\u002F27\" data-image-width=\"3338\" data-image-height=\"1808\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"6f7420d4-227e-4399-895f-4e8dc46a40e3\" data-edition=\"us\" data-description=\"\u003Cp\u003ENow that you have your city, hotel, flights, and attractions picked out, the only thing left on the itinerary is picking out what and where to eat, and ChatGPT can help you do that.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthese-are-my-5-favorite-ai-tools-for-work\u002F"\u003EThese are my 5 favorite AI tools for work\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EI asked ChatGPT, "What are some places I should eat during my trip to Porto, Portugal?" and was met with a list of 12 items that included both the city's cuisine staples and actual food locations worth visiting.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EAfter reading the recommendations, if you want a list specifically of recommendations for restaurants or places to purchase any of the food from, you can follow that up on ChatGPT, and it will continue to generate suggestions until you are satisfied. &nbsp;\u003C\u002Fp\u003E\" data-hed=\"5. Plan what to eat\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b239c174-31ab-41b1-8bca-10fe5bb7dbec\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"what-to-eat-in-porto.png\" data-image-filename=\"what-to-eat-in-porto.png\" data-image-date-created=\"2023\u002F09\u002F27\" data-image-width=\"1935\" data-image-height=\"1083\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"de629996-bcb4-4901-8026-ed576ec68b65\" data-edition=\"us\" data-description=\"\u003Cp\u003EHopefully, you used ChatGPT as your AI travel agent, and it is now time to take the trip. ChatGPT can help you with the final piece of your trip planning -- creating a packing list.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EOne of ChatGPT's most underrated features is composing basic lists, which you can leverage to figure out what to pack.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-vs-bing-chat-vs-google-bard-which-is-the-best-ai-chatbot\u002F"\u003E\u003Cstrong\u003EChatGPT vs Bing Chat vs Google Bard: Which is the best AI chatbot\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EAll you have to do is ask ChatGPT to generate a packing list for the city you are visiting, which has you covered. I asked, "What should I pack for a trip to Porto, Portugal?" ChatGPT generated a thorough list with subsections with different item groupings and explanations for each item.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"6. Figure out what you need to pack and make a list\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"57c8f320-3573-439a-9e5e-4f70d373b68f\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"What to a pack for a trip ChatGPT\" data-image-filename=\"screenshot-2023-09-27-at-12-27-08-pm.png\" data-image-date-created=\"2023\u002F09\u002F27\" data-image-width=\"3450\" data-image-height=\"1744\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2023-09-27 21:18:53",timezone:"UTC",updated:c,published:c},description:"ChatGPT can double as your personal, on-demand travel agent. Here's how.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"2935ae1c-2702-4e65-b02b-9ae4cd723702",image:{id:"a4a4cb5a-3a52-4fdb-84e2-622e96d59bf1",filename:"gettyimages-1369263857.jpg",dateCreated:{created:c,date:"2023-09-27 16:47:04",timezone:"UTC",updated:c,published:c},alt:"Trip planning illustration",credits:"Malte Mueller\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F09\u002F27\u002Fa4a4cb5a-3a52-4fdb-84e2-622e96d59bf1\u002Fgettyimages-1369263857.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2070,height:1449,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-use-chatgpt-to-plan-a-vacation",startYear:c,summary:b,title:"How to use ChatGPT to plan a vacation",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"33a37b23-de0c-4830-a4df-0c5de6eee5bf",filename:"sabrina-ortiz.jpg",dateCreated:{created:c,date:"2022-07-25 20:11:15",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F07\u002F25\u002F33a37b23-de0c-4830-a4df-0c5de6eee5bf\u002Fsabrina-ortiz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She specializes in the intersection of technology and everyday life. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"a6948dbf-9491-4045-93a5-46764f0ab0f2\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"June Wan\u002FZDNET\" data-image-alt-text=\"iPhone 15 Pro Action Button\" data-image-filename=\"iphone-15-pro-titanium-action-button.jpg\" data-image-date-created=\"2023\u002F09\u002F12\" data-image-width=\"4240\" data-image-height=\"2384\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EVoice assistants like Alexa and Siri were all the rage when they arrived on the scene about a decade ago. However, the rise of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E models has created a demand for smarter voice assistants. With this quick iPhone hack, you can make the upgrade from Siri to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003ELast week, Amazon and OpenAI announced two significant releases that upped the ante for voice assistants. First, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Famazon-is-turning-alexa-into-a-hands-free-chatgpt-right-before-our-eyes\u002F\"\u003EAmazon supercharged Alexa\u003C\u002Fa\u003E with a new LLM, intended to make her function like a hands-free ChatGPT.  \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-iphone-vpn\u002F\"\u003E\u003Cstrong\u003EThe best VPN services for iPhone and iPad (yes, you need to use one)\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EThen, OpenAI released an update to ChatGPT that could make it \"\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-have-voice-chats-with-chatgpt-now-heres-how\u002F\" target=\"_blank\"\u003Esee, hear, and speak\u003C\u002Fa\u003E\" by accepting voice and image inputs and responding with voice answers.  \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EHaving voice chats with ChatGPT elevates the chatbot to the status of a voice assistant like Siri, and it can replace Siri on your \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"af331252-c663-4f1c-8949-a8468763f5b4\" data-raw-url=\"https:\u002F\u002Fwww.apple.com\u002Fshop\u002Fbuy-iphone\u002Fiphone-15-pro\" data-link-shortcode-text=\"iPhone 15 Pro\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E and iPhone Pro Max by leveraging the new Action button. \u003C\u002Fp\u003E\u003Cp\u003EThe new Action button, which replaces the side slider, allows users to use the button to perform a series of personalized actions depending on the users' needs, such as accessing the camera, flashlight, Voice Memos, and even ChatGPT.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-the-iphone-15-pros-new-action-button-to-do-just-about-anything\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EHow to use the iPhone 15 Pro's Action Button to do just about anything\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you would like to quickly access ChatGPT with a tap of a button on your new iPhone, we have quick instructions to do so efficiently below. \u003C\u002Fp\u003E\u003Ch2\u003EHow to access ChatGPT quickly on iPhone 15 Pro and Pro Max\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"6c1014ee-36fd-4fe0-93d7-14c0edcbb0ae\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe Action button can be customized to open apps, so to have it open ChatGPT, you first need to download the app for free from the App Store.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EMake sure to download the app by OpenAI that looks like the one in the photo above because there are plenty of ChatGPT copycats on the App Store.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"1. Download the ChatGPT app from the app store\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"9ce5548d-e11e-4095-b394-ccbdbd88a5dd\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT in the app store\" data-image-filename=\"dsc00347.jpg\" data-image-date-created=\"2023\u002F09\u002F28\" data-image-width=\"6000\" data-image-height=\"3376\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8e2ad606-ddb4-41e0-a584-8814241febec\" data-edition=\"us\" data-description=\"\u003Cp\u003EThen, it's time to assign ChatGPT as an Action Button. To do so, all you have to do is click on &nbsp;\u003Cstrong\u003ESettings &gt; Action Button &gt; Shortcut\u003C\u002Fstrong\u003E. When the visual of the side button comes up, swipe to the Shortcut option, click on "Choose a feature," and select the ChatGPT app.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"2. Set the ChatGPT app to the Action Button\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"youtube_video\" data-size=\"large\" data-float=\"none\" data-oembed=\"{"author_name":"ZDNET","author_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F@zdnetvideo","height":113,"html":"\u003Ciframe width=\\"200\\" height=\\"113\\" src=\\"https:\\\u002F\\\u002Fwww.youtube.com\\\u002Fembed\\\u002Fqo4voL0QBzA?autoplay=0&amp;loop=0&amp;fs=1&amp;start=0&amp;rel=1&amp;feature=oembed\\" frameborder=\\"0\\" allow=\\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\\" allowfullscreen title=\\"First look at the new Action Button on the iPhone 15 Pro and Pro Max #apple\\"\u003E\u003C\\\u002Fiframe\u003E","provider_name":"YouTube","provider_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F","thumbnail_height":360,"thumbnail_url":"https:\\\u002F\\\u002Fi.ytimg.com\\\u002Fvi\\\u002Fqo4voL0QBzA\\\u002Fhqdefault.jpg","thumbnail_width":480,"title":"First look at the new Action Button on the iPhone 15 Pro and Pro Max #apple","type":"video","version":"1.0","width":200}\" data-url=\"https:\u002F\u002Fyoutu.be\u002Fqo4voL0QBzA\" data-autoplay=\"false\" data-loop=\"false\" data-start=\"0\" data-fs=\"true\" data-rel=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"988e7bec-9999-4cef-8eee-e17d8fb8e9bf\" data-edition=\"us\" data-description=\"\u003Cp\u003EIf you want this shortcut to replace Siri's voice assistant features, upgrading to&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-why\u002F" target="_blank"\u003EChatGPT Plus\u003C\u002Fa\u003E&nbsp;is a must since ChatGPT's listening and talking features are limited to ChatGPT Plus users at $20 per month.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EThe upgrade comes with other cool features, like the ability for \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-can-finally-access-the-internet-in-real-time-but-theres-a-catch\u002F" target="_blank"\u003EChatGPT to browse the internet\u003C\u002Fa\u003E and provide citations, which are major game-changers for the chatbot.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fapples-iphone-15-pro-loses-the-mute-switch-in-favor-of-an-action-button\u002F"\u003E\u003Cstrong\u003EApple iPhone 15 Pro mutes side switch for multifunctional Action button\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you don't want to shell out the cost for the membership, you can still use the shortcut to rapidly access the chatbot's interface, making it easier to ask questions and get responses on the go.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003ELastly, you can always use the shortcut for the&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-the-new-bing-heres-everything-you-need-to-know\u002F" target="_blank"\u003EBing Chat\u003C\u002Fa\u003E&nbsp;app instead. It is free, supported by&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-gpt-4-heres-everything-you-need-to-know\u002F" target="_blank"\u003EGPT-4\u003C\u002Fa\u003E, connected to the internet, and supports voice prompts and answers.\u003C\u002Fp\u003E\" data-hed=\"3. Upgrade to ChatGPT Plus if you want the voice feature\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b1df479d-878f-4a66-a2b4-3be03eb1f2c3\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"ChatGPT Plus\" data-image-filename=\"dsc00349.jpg\" data-image-date-created=\"2023\u002F09\u002F28\" data-image-width=\"6000\" data-image-height=\"3376\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"d07fe862-e581-42e4-ae25-eb4f3502889a\" data-edition=\"us\" data-description=\"\u003Cp\u003ENow, you are all set up! Whenever you want to access ChatGPT, all you have to do is click the Action button.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"4. Tap the side button whenever you want quick ChatGPT access\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"1efb3afd-f013-4c74-b01a-2c67f46e1c37\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"June Wan\u002FZDNET\" data-image-alt-text=\"iPhone 15 Pro Action Button\" data-image-filename=\"iphone-15-pro-action-button-3.jpg\" data-image-date-created=\"2023\u002F09\u002F12\" data-image-width=\"4240\" data-image-height=\"2384\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"d134cb46-1b0d-445f-b840-2239e42b5030\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fd134cb46-1b0d-445f-b840-2239e42b5030\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2023-09-28 17:47:00",timezone:"UTC",updated:c,published:c},description:"With the tap of the Action button, you can start chatting with ChatGPT.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"6127a7a2-34fc-41ff-bc5c-fb12bc49f1a4",image:{id:"1efb3afd-f013-4c74-b01a-2c67f46e1c37",filename:"iphone-15-pro-action-button-3.jpg",dateCreated:{created:c,date:"2023-09-12 21:56:13",timezone:"UTC",updated:c,published:c},alt:"iPhone 15 Pro Action Button",credits:"June Wan\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F09\u002F12\u002F1efb3afd-f013-4c74-b01a-2c67f46e1c37\u002Fiphone-15-pro-action-button-3.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:4240,height:2384,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Tech^Services & Software^Operating Systems^Mobile OS^iOS",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"iphone-15-pro-users-can-replace-siri-with-chatgpt-heres-how",startYear:c,summary:b,title:"iPhone 15 Pro users can replace Siri with ChatGPT. Here's how",topic:{id:"108f2b14-ec91-11e3-95d2-02911863765e",slug:"ios",name:"iOS",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"108f2b14-ec91-11e3-95d2-02911863765e",slug:"ios",name:"iOS",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fbd54d0-ec91-11e3-95d2-02911863765e",slug:"apple",name:"Apple",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"1147b242-ec91-11e3-95d2-02911863765e",slug:"smartphones",name:"Smartphones",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"33a37b23-de0c-4830-a4df-0c5de6eee5bf",filename:"sabrina-ortiz.jpg",dateCreated:{created:c,date:"2022-07-25 20:11:15",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F07\u002F25\u002F33a37b23-de0c-4830-a4df-0c5de6eee5bf\u002Fsabrina-ortiz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an associate editor for ZDNET based in New York City. She specializes in the intersection of technology and everyday life. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Associate Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"5d8f9cb7-5ec7-457e-aec7-0bd4b03c9f49\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Getty Images\u002FiStockphoto\" data-image-alt-text=\"Manager Technician Industrial Engineer working and control robotics with monitoring system software and icon industry network connection on tablet. AI, Artificial Intelligence, Automation robot arm machine in smart factory on blue digital background, Inno\" data-image-filename=\"istock-1022887882.jpg\" data-image-date-created=\"2019\u002F05\u002F07\" data-image-width=\"1600\" data-image-height=\"1067\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"15a24b7b-7557-43e5-b766-49eaaee562d2\" data-edition=\"us\" data-description=\"\u003Cp\u003EAmbient computing, also commonly referred to as ubiquitous computing, is the concept of blending computing power into our everyday lives in a way that is embedded into our surroundings - invisible but useful.\u003C\u002Fp\u003E\u003Cp\u003EThe goal is to reduce the friction involved in utilizing tech, making it easier for users to take full advantage of technology without having to worry about keyboards and screens. Instead of having to directly interact with different computing devices to get desired results – for example, using your phone to make a phone call and your remote to turn on a TV–&nbsp; ambient computing allows all of your devices to work together seamlessly to fulfill your needs.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E"In a multi-device world, people don't want to spend their life fussing with technology. An ambient approach gets the tech out of your way so you can live your life while getting the help you need," Rick Osterloh, Google's SVP of Devices and Services, said during Google's \u003Ca href="https:\u002F\u002Fio.google\u002F2022\u002Fprogram\u002F8e80903f-955f-4a5b-9118-b0ce4acdb0e6\u002F" target="_blank"\u003EI\u002FO 2022 keynote\u003C\u002Fa\u003E. "It doesn't matter what device you're using, what context you're in, whether you're talking, typing, or tapping. The technology in your life works together seamlessly."&nbsp;\u003C\u002Fp\u003E\" data-hed=\"What is ambient computing, in simple terms?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"e2f3a92b-89ac-4447-be15-4893872020b1\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fe2f3a92b-89ac-4447-be15-4893872020b1\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"dcee34d7-6106-449c-9114-7395965a333a\" data-edition=\"us\" data-description=\"\u003Cp\u003EAs the definition of the word 'ambient' implies, ambient computing refers to technology that is immersed in your surroundings, ready to help without any prompting. For example, instead of having to turn down the temperature, a smart thermometer can automatically adjust based on learned patterns. From this stems the idea of a 'smart home', which incorporates tech into every object of your home to optimize how you accomplish everyday tasks.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"Why is it called ambient computing?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"cfff46f4-3d6f-4d01-9e0e-b3fd25a1cdd0\" data-edition=\"us\" data-description=\"\u003Cp\u003EIf you were thinking that \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-the-internet-of-things-everything-you-need-to-know-about-the-iot-right-now\u002F" target="_blank"\u003Ethe IoT and ambient computing sound a lot alike\u003C\u002Fa\u003E, you aren't wrong; the two concepts are intertwined. IoT refers to the vast array devices that connect to the internet to optimize their functionality, like smart sensors and smart speakers: ambient computing builds on that.\u003C\u002Fp\u003E\u003Cp\u003E"IoT forms a base for ambient computing, with ambient computing more focused on how devices and intelligent services interact with users," Jason Low, principal analyst at the research firm Canalys, tells ZDNET. \u003C\u002Fp\u003E\u003Cp\u003EIn other words, ambient computing focuses on the interaction between these devices once they are connected. For example, a lightbulb that connects to an app is an IoT device; however, how the lightbulb gathers data from its surroundings about your preferences and acts accordingly is where ambient computing comes in.\u003C\u002Fp\u003E\u003Cp\u003E"The Internet of Things lives through sensors and actuators embedded in devices interacting with the world physically and functionally. Ambient computing contains this communication at the core and harnesses the environment for business processes and insights," is how consultants Deloitte explain it.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"This sounds a lot like the Internet of Things (IoT). What's the difference?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"11eeeb7e-33bc-418d-9e03-ab3a9007ed42\" data-edition=\"us\" data-description=\"\u003Cp\u003EAny device or surface in a smart home could serve as an example of ambient computing. However, the tech that is dominating the space right now is voice assistance. Smart speakers like the Amazon Echo and Google Nest, and assistants like Microsoft Cortana, use artificial intelligence to perform requested tasks.\u003C\u002Fp\u003E\u003Cp\u003ETo blend into the environment more seamlessly, smart speakers often feature minimalist designs, colors and sizes. Instead of having to pick up the device and direct it to do something, you can just talk out loud to your surroundings to accomplish a task.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EThe scope of what these voice assistants do continues to grow. Originally, these voice assistants didn't go far beyond the scope of answering a question about the weather or playing a song. Now these devices can do as much as clean your house, turn on the lights and order items to your door.\u003C\u002Fp\u003E\u003Cp\u003E"There are three jigsaw pieces in ambient computing: a sensor that is a trigger, there's a stream of data, and a CPU that can process that data," says Royston Seaward, NSE Marketing &amp; Commerce Leader at Deloitte.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EIn addition to voice assistants, ambient computing uses all aspects of modern-day technology, including artificial intelligence, sensors, connectivity, cloud computing and more. There doesn't need to be a focus on any obvious gadgets at all - the computing power might be in the cloud and invisible at the point of use. What differentiates ambient computing isn't the hardware itself, but rather how the technology is programmed and used.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E"We think technology should require less from us, make our lives easier, and fade into the background when we don't need it. We're trying to develop technology that adapts to us, not the other way around, so we can focus more on the real world," says Vishal Sharma, Vice President, Amazon Alexa AI Information to ZDNET. "And advancements in things like sensors, artificial intelligence, natural language understanding, and edge capabilities make that possible."\u003C\u002Fp\u003E\" data-hed=\"What does ambient computing look like right now.\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"de2f6e8a-68f1-4936-9861-c1167df4b3a5\" data-edition=\"us\" data-description=\"\u003Cp\u003EBeyond the smart home, ambient computing can also help in business operations. The pandemic changed how corporations operate, with many workplaces still having hybrid work models in place.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003ETo mitigate the problem of having employees in different places, many workplaces&nbsp;have developed conference rooms that have a sound system which picks up voices from across the room for Zoom calls and allows for smart casting of virtual meetings on a big screen. These office spaces are a great example of how ambient computing is implemented because both the smart casting tech and sound system live in the conference room at all times, cannot be seen and facilitate an everyday activity.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"What are other examples of ambient computing?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"08ea1040-16e5-4bea-a01e-c33d3c56e567\" data-edition=\"us\" data-description=\"\u003Cp\u003EAmbient computing is a fast evolving space; there are many different companies trying to develop technologies from gadgets to software to the infrastructure that sits behind all of it. Both Amazon and Google are keen to lead the space by expanding the amount of devices that connect to their voice assistants.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EAmazon has an extensive portfolio of smart home devices that connect to Alexa, including light bulbs, doorbell cameras, alarm systems, smart plugs, thermometers, air purifiers, photo frames, pet feeders, vacuums, toaster ovens and more.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E"A driving force behind ambient intelligence is Alexa's AI, and it powers everything we build. The orchestration of dozens of sophisticated machine learning systems within Alexa makes it one of the most complex and advanced AI applications in the world," says Sharma.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EAmazon has also developed ambient computing that you can take on the go with you. The Echo Auto is a device you can place on the visor of your car to bring a voice assistant with you on your travels. This voice assistant can make calls, play music and most importantly, connect back to your smart home -- circling back to the idea of having all your devices seamlessly connected.\u003C\u002Fp\u003E\u003Cp\u003E"Our long-term goal is to build technology that makes our customers' lives easier behind-the-scenes so they can focus on what matters most to them. Like asking Alexa to 'turn on the lights'— it's intuitive and easy to use. Customers young and old don't need a manual to figure it out," says Sharma.\u003C\u002Fp\u003E\u003Cp\u003ESimilarly, Google has developed a series of devices to connect to the Google Nest, and although its portfolio is not as expansive as Amazon's. The Google Nest devices include speakers, displays, streaming, smoke &amp; carbon monoxide alarms, security cameras and doorbells.\u003C\u002Fp\u003E\u003Cp\u003EBoth Google and Amazon have also worked on projects to implement\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fces-2022-google-and-amazon-bring-their-visions-for-ambient-computing-to-cars\u002F"\u003E built-in voice assistance technology into cars\u003C\u002Fa\u003E. Google technology has been built into the infotainment systems in some cars manufactured by Polestar, Volvo, and General Motors, said \u003Ca href="https:\u002F\u002Fwww.blog.google\u002Fproducts\u002Fandroid\u002FCES2022-Androidforcars\u002F"\u003EGoogle in a blog post.\u003C\u002Fa\u003E Meanwhile, \u003Ca href="https:\u002F\u002Fpress.aboutamazon.com\u002Fnews-releases\u002Fnews-release-details\u002Famazon-and-stellantis-collaborate-introduce-customer-centric?tag=zd-buy-button-20&amp;ascsubtag=33760141e1cd4828a85c07a5a0930a35%7C9edc9dbd-f07e-4ed6-9270-346a52e4b8ec%7Cdtp"\u003EAmazon announced\u003C\u002Fa\u003E its collaboration with Stellantis in January to introduce customer-centric connected experiences across millions of vehicles.\u003C\u002Fp\u003E\" data-hed=\"Who are the leaders in ambient computing?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"bc2fa19f-85e7-49d4-a1b9-33be8f16006b\" data-edition=\"us\" data-description=\"\u003Cp\u003EHave you ever watched the 1999 Disney movie Smart House? The movie, way ahead of its time, tells the story of a computerized house that is programmed to help with everything around the house. Plot twist: the house takes on a life of its own and becomes a nightmare.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EAlthough that's not a danger of today's smart home technology, many are still hesitant to implement artificial intelligence into their everyday tasks -- especially given the privacy risks. When devices are using artificial intelligence to tune into and learn your behavior to better assist you, what happens with that data is a valid concern. &nbsp;\u003C\u002Fp\u003E\u003Cp\u003E"Security and privacy issues are the top challenges we see within ambient computing and smart assistant technologies," says Low at research firm Canalys. "The privacy issue is usually about how user information is collected and used to train and provide AI services". &nbsp;\u003C\u002Fp\u003E\u003Cp\u003EThat's particularly the case when you are introducing devices into the home and allowing them to record and analyse your highly personal habits. That means securing the devices and the data becomes an absolutely top priority.\u003C\u002Fp\u003E\u003Cp\u003E"A highly connected ecosystem formed by multiple devices with multiple points of connectivity would need more robust security to ensure devices are well secured and protected. The related apps and cloud services also must be protected," says Low.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EDespite this concern, experts think that as a society, we are moving towards a direction in which ambient computing is more widely accepted and these concerns begin to fade. The determining factor will be how businesses go about implementing this technology. &nbsp;\u003C\u002Fp\u003E\u003Cp\u003E"I think that public trust will depend a lot on the ability of those businesses that receiving all this data in handling it with a degree of integrity," says Seaward.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EBesides building trust in data and privacy security, it is important for companies to build trust amongst consumers on whether these devices can reliably do what they are intended to do.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EAs voice assistants continue to expand their functions, they become responsible for tasks of greater importance to a person's life, whether that's locking your front door or ordering groceries.\u003C\u002Fp\u003E\u003Cp\u003EIn order to let a voice assistant take up such an important roles, there must be a level of trust between the consumer and the device based on reliability. Until that level of trust is set in place, consumer hesitancy will prevent ambient computing benefits to be entirely maximized.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E"As customers begin to rely on ambient systems, we do see them engaging more deeply, and across more aspects of their lives. This comes with an expectation that these systems become steadily better as they are used, and we work hard to live up to that," says Sharma.\u003C\u002Fp\u003E\" data-hed=\"What are the downsides of ambient computing?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"fbcc1cfc-0927-477a-9f10-84fd99cd7b0f\" data-edition=\"us\" data-description=\"\u003Cp\u003EAmbient computing is an important topic today because all technology is moving in that direction. We already find ambient computing built into almost everything we use. Today, the goal of tech developers is to find ways to both create technology that facilitates everyday functions, but also works together seamlessly. With industry giants like Google and Amazon leading the space, it won't be long before everyone follows.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E"Technology and connectivity will be even more pervasive in the future. That means we won't be confined to our smartphones, laptops, and the usual touch-point devices for computing needs. Platform vendors must design ecosystems with highly interoperable operating systems and services to push forward the ambient computing shift," says Low.\u003C\u002Fp\u003E\u003Cp\u003EThe key to harnessing the power of ambient computing lies in the power of the data.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E"The business that is able to abstract and consolidate that data in and then add value to that data are going to create new revenue streams for them and add more value to their customers," says&nbsp;Seaward.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EIn the future, ambient computing may expand further than just the smart home.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E"There'll be sectors like transport and energy that are being smarter. Whether it be a smart city, or a smarter power grid or a smarter water supply, people are more likely to see an evolution within their cities," says Seaward. "So I think you're going to see that for most places, smart cities really mean slightly better, more efficient power, slightly better, more efficient transport slightly better, more efficient, pervasive connectivity."&nbsp;\u003C\u002Fp\u003E\" data-hed=\"What is the future of ambient computing?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"2db6bf39-e9c6-4606-a92b-50d0c4bdc8f7\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F2db6bf39-e9c6-4606-a92b-50d0c4bdc8f7\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-09-13 13:35:00",timezone:"UTC",updated:c,published:c},description:"Ambient computing explained - what it is and where it is going next.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"3bb2ac69-81c8-4a0f-9d6b-19c710a628d0",image:{id:"5d8f9cb7-5ec7-457e-aec7-0bd4b03c9f49",filename:"istock-1022887882.jpg",dateCreated:{created:c,date:"2019-05-07 20:46:43",timezone:"UTC",updated:c,published:c},alt:"Manager Technician Industrial Engineer working and control robotics with monitoring system software and icon industry network connection on tablet. AI, Artificial Intelligence, Automation robot arm machine in smart factory on blue digital background, Inno",credits:"Getty Images\u002FiStockphoto",caption:"\u003Cp\u003EManager Technician Industrial Engineer working and control robotics with monitoring system software and icon industry network connection on tablet. AI, Artificial Intelligence, Automation robot arm machine in smart factory on blue digital background, Innovative and futuristic technology.\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2019\u002F05\u002F07\u002F5d8f9cb7-5ec7-457e-aec7-0bd4b03c9f49\u002Fistock-1022887882.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1600,height:1067,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"guide",hubTopicPathString:"Innovation^AI & Robotics",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"what-is-ambient-computing-everything-you-need-to-know-about-the-rise-of-invisible-tech",startYear:c,summary:b,title:"What is ambient computing? Everything you need to know about the rise of invisible tech",topic:{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fb7a83c-ec91-11e3-95d2-02911863765e",slug:"amazon",name:"Amazon",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"1050fa4d-ec91-11e3-95d2-02911863765e",slug:"google",name:"Google",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"bc862949-884e-4b7d-8fd8-c1157c82f32f",slug:"computing",name:"Computing",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"f2d97ea2-8175-11e2-9d12-0018fe8a00b0",username:"Adrian Kingsley-Hughes",profileUrl:c,email:c,firstName:"Adrian",lastName:"Kingsley-Hughes",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"11c625de-cb18-4e3f-8614-5010553831f2",filename:"adrian-kingsley-hughes.jpg",dateCreated:{created:c,date:"2022-08-05 14:59:32",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002F11c625de-cb18-4e3f-8614-5010553831f2\u002Fadrian-kingsley-hughes.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Adrian Kingsley-Hughes is an internationally published technology author who has devoted over two decades to helping users get the most from technology -- whether that be by learning to program, building a PC from a pile of parts, or helping them get the most from their new MP3 player or digital camera. Adrian has authored\u002Fco-authored technical books on a variety of topics, ranging from programming to building and maintaining PCs. His most recent books include 'Build the Ultimate Custom PC', 'Beginning Programming' and 'The PC Doctor's Fix It Yourself Guide'. He has also written training manuals that have been used by a number of Fortune 500 companies.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"173ec7ed-0fd9-4207-bbd3-0dabb071560e\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Eufy robot vacuum on carpet\" data-image-filename=\"img-7622.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-crop=\"1296x972+0+0\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ERobot vacuum cleaners are a huge time-saver. Plug them into the charger, program a schedule, and your floors will be cleaned without you having to do much more than empty the dust collector box every few days.\u003C\u002Fp\u003E\u003Cp\u003EBut every so often it's a good idea to give your robovac a service. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"7d95b132-903b-44ce-94b6-9ae43d46fc32\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F7d95b132-903b-44ce-94b6-9ae43d46fc32\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWhat does this involve? \u003C\u002Fp\u003E\u003Cp\u003EBasically, this involves giving it a clean and replacing any consumables that are worn out.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:\u003C\u002Fstrong\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fhow-to-clean-a-humidifer\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EHow to clean a humidifier\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Ch2\u003EWhat materials will you need to do this job?\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003ETools -- Robot vacuum cleaners come with a brush and a cutter to remove tangled hair that builds up around the brushes.\u003C\u002Fli\u003E\u003Cli\u003EConsumables -- These include filters and brushes, and you usually get a few with the robovac.\u003C\u002Fli\u003E\u003Cli\u003ESoft cloth -- For wiping.\u003C\u002Fli\u003E\u003Cli\u003EQ-tips -- For getting into crevices.\u003C\u002Fli\u003E\u003Cli\u003EIsopropyl alcohol -- For general cleaning.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"b89ac1be-99ba-4e0f-9a71-7ad57e0b8f8e\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fb89ac1be-99ba-4e0f-9a71-7ad57e0b8f8e\" data-float=\"right\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EWhy you need to clean a robot vacuum cleaner\u003C\u002Fh2\u003E\u003Cp\u003EOK, let's take a look at my \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"4df93e95-bf81-4f87-972e-06563e003af5\" data-raw-url=\"https:\u002F\u002Fus.eufy.com\u002Fproducts\u002Ft2262111?ref=x8_1stbanner\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Navigation-Twin-Turbine-Technology-generates\u002Fdp\u002FB08XJRC164?tag=zdnet-buy-button-20\" data-link-shortcode-text=\"Eufy RoboVac X8\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E. This has been in service for about six months, and while I've kept this clean, it's time for a deeper service. \u003C\u002Fp\u003E\u003Cp\u003EIt's a bit dirty and dusty.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"e90848ed-73ee-4dc9-b875-be847082f070\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EMy Eufy RoboVac X8 is in need of a bit of a clean.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"A dusty Eufy RoboVac X8\" data-image-filename=\"img-7593.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAnd the brushes are getting a bit clogged with hair and debris.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"138ef2e4-039a-4f16-8e41-723f10fd12fe\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe brushes -- that do a lot of the hard work -- are a bit clogged with hair.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Underside of the RoboVac X8\" data-image-filename=\"img-7594.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EMuck can hide in the smallest of crevices.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"5d502b1c-7909-45ea-965a-4621b698510a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EHair and dirt can accumulate in random spots.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Closeup of circle around brush\" data-image-filename=\"img-7598.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-crop=\"859x577+437+16\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAnd there's the dust collection box.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"937f194d-22e1-4e78-9259-e8cf55379bfa\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe dust collection box.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"The dust collection box slid out from the machine\" data-image-filename=\"img-7599.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThere's a lot of awfulness in here that needs cleaning. That filter is looking quite clogged.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d38a44af-bfb0-44a3-95cf-c639c3c7fd39\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe dust collection box, especially the filter, needs a good clean.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Dust stuck in the filter\" data-image-filename=\"img-7600.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EHow to clean your robovac\u003C\u002Fh2\u003E\u003Ch3\u003E1. Collect any cleaning tools that came with it\u003C\u002Fh3\u003E\u003Cp\u003EThe great thing about the Eufy RoboVac X8 is that there's a cleaning tool built into the dust box that has a cutting blade on one end and a brush on the other. This is really handy because I don't need to remember where the tool is!\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b8c17a1f-05dd-40d0-9ca1-c802ca15df82\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThe cleaning tool.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Cleaning tool with blade\" data-image-filename=\"img-7601.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E2. Take out the roller brush\u003C\u002Fh3\u003E\u003Cp\u003EThe roller brush is held in place with little clips on most robovacs. If you're in any doubt about how to take apart your robot vacuum, consult your manual! Another good tip is to take photos before you take anything apart: That way you know how to put it back together!\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"455e4e66-8556-4166-9ca8-d14f325ffa4c\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EClips hold the brush in place.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Unclipping the brush\" data-image-filename=\"img-7603.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ELots of dirt on the brush, and around it!\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f9f2c37d-c6d7-42f1-9a64-06c8846a55c1\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ELots to clean here!\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Dirty brush with the cage removed\" data-image-filename=\"img-7604.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E3. Using the cutter, carefully remove hair and clean the brush.\u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b4eee21b-b08e-4f3d-8682-57afe25228ec\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ECutting away the tangled hair and threads off the brush.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Cutting away the tangled hair and threads off the brush\" data-image-filename=\"img-7606.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EGet as much of the hair off the roller as possible.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"cb177f86-63f6-43f7-a790-64f1b77bb159\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ELots of hair can build up on the roller, and it's a good idea to remove as much of it as possible.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Cleaning the roller\" data-image-filename=\"img-7608.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E4. Gather supplies for some deep cleaning \u003C\u002Fh3\u003E\u003Cp\u003EYou'll want a soft cloth, Q-tips, and diluted isopropyl alcohol -- Don't pour the isopropyl alcohol on the robovac! Instead put a small amount on the cloth.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"6808ec5f-90f6-47e2-8f5d-a592cce250d8\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EGetting ready for deep cleaning\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Isopropyl alcohol and Q-tips\" data-image-filename=\"img-7609.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E5. Clean the charging contacts.\u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"31188831-2d50-408e-badd-51fa3e547840\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EGiving the charging contacts a wipe.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Wiping the contacts with a Q-tip\" data-image-filename=\"img-7610.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E6. Give the optical sensors a wipe too.\u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"de486589-74dd-4f38-aa51-49981924163e\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ECleaning the optical sensors.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Cleaning the optical sensors with a Q-tip\" data-image-filename=\"img-7611.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E7. Clean any air vents. \u003C\u002Fh3\u003E\u003Cp\u003EThese are important in keeping the vacuum cleaner running well.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"89381a5a-43a9-42d6-92fe-461585541ef6\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EBrushing out any air vents.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Using the included brush on the air vents\" data-image-filename=\"img-7615.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E8. Clean the inside of the robovac with a cloth.\u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"36575981-0754-4f11-965d-7e73a9a6cf08\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EGetting into the belly of the robovac!\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Using a cloth to clean inside\" data-image-filename=\"img-7617.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E9. Take the dust collector and filter outdoors to clean, if you can. \u003C\u002Fh3\u003E\u003Cp\u003EThese are pretty dirty and it's best to do this outside! Brush out the filter carefully. With care, it's possible to keep reusing the filter for a year or so (your manual will tell you what the recommended life of the filter is). \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"9a3410ce-d2ba-4df7-9487-96ecdee06ee0\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ENow time to tackle the dust collector and filter.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Holding the removed filter\" data-image-filename=\"img-7618.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E10. Come back inside and clean the box. \u003C\u002Fh3\u003E\u003Cp\u003EWith a touch of isopropyl alcohol on your cloth, wipe it down.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c7baeec2-3ebf-446e-bef6-c18291c5d16a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ELooking good!\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Clean dust collection box and filter\" data-image-filename=\"img-7620.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E11. Give the outside of the robovac a wipe.\u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"057e20f2-da85-4496-8650-f167cbd2ace5\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EWiping down the outside!\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Wiping down the outside with a cloth\" data-image-filename=\"img-7613.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E12. Don't forget to give the charging base a wipe-down! \u003C\u002Fh3\u003E\u003Cp\u003EPay attention to the charging contacts and the lens for the sensor that allows the robovac to find the charging base.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"e6c58553-a73c-4761-894d-64bf406000f7\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EGiving the charging base a wipe down.\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Giving the charging base a wipe down with a cloth\" data-image-filename=\"img-7616.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003E13. Finally, remember to put the cleaning tools away!\u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c22d4acc-a2e2-4128-9b05-166876ec7059\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EPut the tools away so you can find them the next time you need them!\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Cleaning tool put in robovac\" data-image-filename=\"img-7621.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch3\u003EAll done!\u003C\u002Fh3\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"fe1a42d1-57ed-420f-a741-8cb8c59a3b70\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EFinished the clean! The robovac is ready for more cleaning duties!\u003C\u002Fp\u003E\" data-image-credit=\"Adrian Kingsley-Hughes\" data-image-alt-text=\"Clean Eufy RoboVac X8\" data-image-filename=\"img-7622.jpg\" data-image-date-created=\"2022\u002F08\u002F17\" data-image-width=\"1296\" data-image-height=\"972\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"47b1617b-799d-4263-9878-ccc4bc00d4b9\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F47b1617b-799d-4263-9878-ccc4bc00d4b9\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2022-08-17 16:20:00",timezone:"UTC",updated:c,published:c},description:"Yes, your robovac needs a bit of cleaning itself to keep it in tip-top condition.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"00f9f317-8724-4aa9-9ece-a4011efa5c96",image:{id:"173ec7ed-0fd9-4207-bbd3-0dabb071560e",filename:"img-7622.jpg",dateCreated:{created:c,date:"2022-08-17 13:27:01",timezone:"UTC",updated:c,published:c},alt:"img-7622",credits:c,caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F17\u002F173ec7ed-0fd9-4207-bbd3-0dabb071560e\u002Fimg-7622.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1296,height:972,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Home & Office",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-service-your-robot-vacuum-cleaner",startYear:c,summary:b,title:"How to service your robot vacuum cleaner",topic:{id:"a1897105-61bd-4610-abb3-4804906d4a9a",slug:"home-and-office",name:"Home & Office",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"a1897105-61bd-4610-abb3-4804906d4a9a",slug:"home-and-office",name:"Home & Office",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"ai-robotics",name:"AI & Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"60832ece-f84e-43d8-a207-9697d20dc673",slug:"kitchen-household",name:"Kitchen & Household",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"9a23272b-10d6-11e4-9732-00505685119a",username:"David Gewirtz",profileUrl:c,email:c,firstName:"David",lastName:"Gewirtz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"de4475ef-be59-4858-beb8-6f7696c85945",filename:"david-gewirtz.jpg",dateCreated:{created:c,date:"2022-08-05 15:19:52",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fde4475ef-be59-4858-beb8-6f7696c85945\u002Fdavid-gewirtz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"In addition to hosting the ZDNET Government and ZDNet DIY-IT blogs, David Gewirtz is an author, U.S. policy advisor, and computer scientist. He is featured in The History Channel special The President's Book of Secrets, is one of America's foremost cyber-security experts, and is a top expert on saving and creating jobs. He is also director of the U.S. Strategic Perspective Institute as well as the founder of ZATZ Publishing.\r\n\r\nDavid is a member of FBI InfraGard, the Cyberwarfare Advisor for the International Association for Counterterrorism & Security Professionals, a columnist for The Journal of Counterterrorism and Homeland Security, and has been a regular CNN contributor, and a guest commentator for the Nieman Watchdog of the Nieman Foundation for Journalism at Harvard University. He is the author of Where Have All the Emails Gone?, the definitive study of email in the White House, as well as How To Save Jobs and The Flexible Enterprise, the classic book that served as a foundation for today's agile business movement.",profile:c,title:"Senior Contributing Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"f37bef6e-ecd1-4069-8b15-48bd725d8ee3\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EThis is where we're going to end up, blending my creative ideas with generative capabilities provided by Midjourney and Photoshop.\u003C\u002Fp\u003E\" data-image-credit=\"David Gewirtz\u002FZDNET\" data-image-alt-text=\"final-image\" data-image-filename=\"final-image.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-crop=\"1024x575+0+321\" data-image-width=\"1024\" data-image-height=\"1024\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAt the beginning of 2023, we were wowed by AI turning text into a representative image. As the year progressed and we started to use tools like \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-get-a-perfect-face-match-using-midjourney-ai\u002F\"\u003EMidjourney\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcan-dall-e-3-in-chatgpt-read-and-modify-images-come-see-for-yourself\u002F\"\u003EDALL-E 3\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-photoshops-generative-fill-ai-tool-to-easily-transform-your-boring-photos\u002F\"\u003EAdobe Photoshop Generative Fill\u003C\u002Fa\u003E more, we needed to do even more. \u003C\u002Fp\u003E\u003Cp\u003EUsers clamored for the ability to selectively modify part of an image. It was nice that Midjourney (and I'm mostly focusing on Midjourney in this article) could create an image. But it would be nicer if we could get the AI to make some changes to the generated image for a more custom feel. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\" target=\"_blank\"\u003EThe best AI image generators to try right now\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn the AI image creation world, this capability is often called \"inpainting.\" Midjourney added inpainting capabilities in August 2023, calling it \"Vary (Region).\" \u003C\u002Fp\u003E\u003Cp\u003EIn this article, I'm going to show you how you can use inpainting to create a custom piece of art. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E Nighthawks \u003C\u002Fh2\u003E\u003Cp\u003EI have always loved the 1942 painting Nighthawks by Edward Hopper. In a lot of ways, it reflects my life before I got married. I'm a night person and I spent many a late night in diners and Denny's doing homework or writing. I grew to love the empty quiet and the eclectic folks I met during the wee hours of the night. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"89742c07-bb91-4f84-af3e-df8a8a841fe9\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ENighthawks\u003C\u002Fp\u003E\" data-image-credit=\"Edward Hopper\u002FArt Institute of Chicago\" data-image-alt-text=\"nighthawks-by-edward-hopper-1942\" data-image-filename=\"nighthawks-by-edward-hopper-1942.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"6000\" data-image-height=\"3274\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ENighthawks is a painting of a nearly-deserted all-night diner, with a few customers and a server. \u003Ca href=\"https:\u002F\u002Fwww.artic.edu\u002Fartworks\u002F111628\u002Fnighthawks\"\u003EThe Art Institute of Chicago quoted Hopper\u003C\u002Fa\u003E as saying, \"unconsciously, probably, I was painting the loneliness of a large city.\" \u003C\u002Fp\u003E\u003Cp\u003EI decided I wanted to create an image that reflected the spirit of Nighthawks, but use inpainting to make some additions that would act as commentary about our modern era. \u003C\u002Fp\u003E\u003Ch2\u003E Generating the starter image \u003C\u002Fh2\u003E\u003Cp\u003EThe first step in my quest to reimagine Nighthawks for the 21st century was to create a starter image. For this, I needed a text prompt. I wanted to describe the style, but I didn't want to mention the actual painting, because I wanted Midjourney to generate a new take on it. Here's the prompt I used: \u003C\u002Fp\u003E\u003Cblockquote\u003E\u003Cp\u003EExterior view of a downtown diner late at night, with a few people inside. Mood of isolation and urban solitude. The diner's large glass windows illuminate a dark, deserted street, enhancing the sense of quiet and introspection. Done in the style of Edward Hopper. \u003C\u002Fp\u003E\u003C\u002Fblockquote\u003E\u003Cp\u003EI got back the following set of four images: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0c1f7d55-dfee-411e-8467-4d138cacf5d4\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"four-choices.png\" data-image-filename=\"four-choices.png\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2048\" data-image-height=\"2048\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI liked the first image, and chose to upscale it. Upscaling is done by clicking one of the U buttons as shown: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d3564a3e-646b-4177-b329-99d49787c243\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"upscale\" data-image-filename=\"upscale.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2288\" data-image-height=\"1048\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThis is the starter image I chose to work with: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"93e00686-c34d-41fc-ab8f-1d9e81f9be7e\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"starter-image.png\" data-image-filename=\"starter-image.png\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1024\" data-image-height=\"1024\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E Enter the Easter Bunny \u003C\u002Fh2\u003E\u003Cp\u003EBear with me for a moment. We're creating art here. My vision will become apparent over time. It'll be worth it, I promise. \u003C\u002Fp\u003E\u003Cp\u003EFrom the beginning of this project, I knew the work needed to include something about smartphones. Initially, I thought I'd do something like put a newsstand outside and have someone with a smartphone, but I just couldn't convince Midjourney to generate a newsstand. \u003C\u002Fp\u003E\u003Cp\u003EThen I had the aha moment that changed everything for this piece. My wife was out celebrating Easter while I was working on this project. And I thought, \"What if I added a giant Easter Bunny?\" \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI had just showcased \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002Fp\u002Fstar-trek-geek-alert-quest-3-in-a\"\u003ELiam Neeson playing the Easter Bunny in my weekly newsletter\u003C\u002Fa\u003E, and so I must have had giant bunnies on my mind. \u003C\u002Fp\u003E\u003Cp\u003EWhere does inspiration come from? Everywhere. \u003C\u002Fp\u003E\u003Cp\u003ETo do some inpainting in Midjourney, start with the upscaled image you want to use, and click Vary (Region): \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"ac930eb1-7c1c-4c2d-91bd-aa211d088ecc\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"vary-region\" data-image-filename=\"vary-region.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2270\" data-image-height=\"1168\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EYou'll be presented with an editing window. There are two tasks you need to do here. First, draw a rectangle or freehand selection around the area where you want to make your modification (shown at 1) and then create a prompt for what you want generated (shown at 2): \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"fe27282a-8f41-40f9-a18b-73b1e2bd10fc\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"edit-window\" data-image-filename=\"edit-window.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2550\" data-image-height=\"1536\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI got back four bunny images: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d0e883a3-5679-4939-935c-dc216b2b0059\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"bunny-images.png\" data-image-filename=\"bunny-images.png\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2048\" data-image-height=\"2048\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI chose the fourth image: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"428cc3c0-42c8-48e6-bf6c-7fc2a7fa6ad3\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"fourth-image\" data-image-filename=\"fourth-image.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1239\" data-image-height=\"971\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EUnlike the other three, this bunny was looking into the diner. I thought it was perfect. Here was a giant bunny, staring wistfully into the diner. The Easter Bunny is often a symbol of spring and rebirth, and here was a bunny in the cold of night, just wishing it could go inside, into the warmth.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"fd02b247-65d5-4fb8-9057-880f5de79a02\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"bunny-looking-in.png\" data-image-filename=\"bunny-looking-in.png\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1024\" data-image-height=\"1024\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ENotice also how it perfectly matches the painting style of the rest of the image, and how it's placed and sized based on my selection rectangle. \u003C\u002Fp\u003E\u003Ch2\u003E Smartphone myopia \u003C\u002Fh2\u003E\u003Cp\u003ENow, it was time for the smartphone. Once I saw how the bunny turned out, I knew what I wanted. I wanted a guy fixated on his smartphone. Like most people using smartphones these days, this person was to be oblivious of his surroundings, which would mean he likely isn't even noticing the giant Easter Bunny standing near him. \u003C\u002Fp\u003E\u003Cp\u003EI clicked Vary (Region) on the image with the chosen bunny, and got the editing window back: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"7e307586-f459-4c52-aa01-a397105c1dde\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"man-edit\" data-image-filename=\"man-edit.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2534\" data-image-height=\"1544\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThis time, I selected an area next to the bunny, added my prompt, and sent Midjourney to do its work. I got back this set of options. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"93227510-d465-4545-975d-8723fedf0111\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"man-options.png\" data-image-filename=\"man-options.png\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2048\" data-image-height=\"2048\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe first image was the best for what I wanted, so I upscaled that as well: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"3b1bf2e2-a700-4154-b67d-30cbc87cd5d0\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"man-u1\" data-image-filename=\"man-u1.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1287\" data-image-height=\"981\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EHere's my almost finished art project:\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c3f2af4c-fa45-499a-9670-def9609387d4\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"almost-finished.png\" data-image-filename=\"almost-finished.png\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1024\" data-image-height=\"1024\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThere were a few things I wanted to tweak, and while I probably could do them in Midjourney, I used Photoshop because I knew it would make quick work of these bits. \u003C\u002Fp\u003E\u003Ch2\u003E Photoshop the little bits \u003C\u002Fh2\u003E\u003Cp\u003EThe first thing I wanted to get rid of was the cryptic neon sign. I wanted the environment to feel dark, except for the phone screen and the inside of the diner. So I zoomed in on the image, selected the sign, and used Generative Fill: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f748fe3d-51b2-4397-8efe-47a4d2d8be7a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"sign\" data-image-filename=\"signa.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2810\" data-image-height=\"1767\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAs you can see, it replaced the sign with a painted block that matches the style of the rest of the painting: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"12567b87-407e-4593-98d3-fd58fd5e20e0\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"no-sign\" data-image-filename=\"no-signa.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2800\" data-image-height=\"2209\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ENext, I wanted to get rid of the pocket on our smartphone user's pants. There was nothing wrong with the pocket, but it distracted from the look I wanted. Once again, I selected the area and hit Generative Fill: \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"44b93315-502a-428b-a270-b5685f26bf6a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"pocket\" data-image-filename=\"pocket.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2722\" data-image-height=\"1668\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe result was pants without the distracting pocket. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"529d2763-d3b9-456c-9e37-f40a0713b823\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by David Gewirtz\u002FZDNET\" data-image-alt-text=\"no-pocket\" data-image-filename=\"no-pocket.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"2380\" data-image-height=\"1894\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EFor the white spots, one of which could be interpreted as the moon, I just used Photoshop's healing brush. \u003C\u002Fp\u003E\u003Ch2\u003E The final reveal \u003C\u002Fh2\u003E\u003Cp\u003ESo here's the final image. I love how the man quite possibly doesn't even notice that there's giant white rabbit just a few feet to his right. It's an allegory for the idea that we're so engrossed in our phones that we miss even the most obvious things around us. You also sense that the man would rather just tap on his phone than go in and get a nice piece of pie or a hot beverage, putting off creature comforts in favor of whatever fascinates him so much on that screen. \u003C\u002Fp\u003E\u003Cp\u003EI also love how the rabbit represents change and newness, but conveys a deep sense of longing, because he can never be inside and part of the diner milieu. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"2e4ebfbe-3407-458a-b533-323b4773bdc4\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"David Gewirtz\u002FZDNET in collaboration with Midjourney\" data-image-alt-text=\"final-image\" data-image-filename=\"final-image.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1024\" data-image-height=\"1024\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIt's very much evocative of Hopper's Nighthawks, but it also stands alone. This piece shows how human creativity plus AI can create a new piece of art. We started with my vision of creating an updated Nighthawks-style image and used the painterly skills of Midjourney to add the bunny, the phone man, and the overall commentary. \u003C\u002Fp\u003E\u003Cp\u003EFrankly, I think it was a great creative partnership. The final result is something that's well beyond my painterly skillset, but it's not beyond my ability to imagine. Midjourney helped bring my vision to life. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-get-a-perfect-face-match-using-midjourney-ai\u002F\" target=\"_blank\"\u003EHow to get a perfect face swap using Midjourney AI\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EI do wonder, though, who is the creator? Is it the AI, because it knew where to put the pixels? Or is it me, because the scene is my vision and wouldn't have existed without my direction? One paradigm we could use is that of a movie director. The movie director brings the movie to life, but certainly doesn't inhabit all the characters and build all the sets. It's a collaboration, led by creative visionaries. I think AI art like this piece is of a similar nature. \u003C\u002Fp\u003E\u003Cp\u003EWhat do you think? Are you going to try to create something interesting with generative AI and text-to-image technology? Have you done so already? Let us know in the comments below. \u003C\u002Fp\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EYou can follow my day-to-day project updates on social media. Be sure to subscribe to \u003Ca href=\"https:\u002F\u002Fadvancedgeekery.substack.com\u002F\"\u003Emy weekly update newsletter\u003C\u002Fa\u003E, and follow me on Twitter\u002FX at \u003Ca href=\"https:\u002F\u002Ftwitter.com\u002Fdavidgewirtz\"\u003E@DavidGewirtz\u003C\u002Fa\u003E, on Facebook at \u003Ca href=\"https:\u002F\u002Fwww.facebook.com\u002Fdavidgewirtz\"\u003EFacebook.com\u002FDavidGewirtz\u003C\u002Fa\u003E, on Instagram at \u003Ca href=\"https:\u002F\u002Fwww.instagram.com\u002FDavidGewirtz\u002F\"\u003EInstagram.com\u002FDavidGewirtz\u003C\u002Fa\u003E, and on YouTube at \u003Ca href=\"https:\u002F\u002Fwww.youtube.com\u002Fuser\u002FDavidGewirtzTV\"\u003EYouTube.com\u002FDavidGewirtzTV\u003C\u002Fa\u003E.\u003C\u002Fem\u003E \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-04-03 13:53:26",timezone:"UTC",updated:c,published:c},description:"Uncover the secrets to transforming AI-generated art into personalized narratives, as demonstrated by a unique take on Hopper's iconic diner scene.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"b73c1371-a0d0-4beb-9131-59895c275b24",image:{id:"f37bef6e-ecd1-4069-8b15-48bd725d8ee3",filename:"final-image.jpg",dateCreated:{created:c,date:"2024-04-02 05:32:40",timezone:"UTC",updated:c,published:c},alt:"final-image",credits:"David Gewirtz\u002FZDNET",caption:"\u003Cp\u003EThis is where we're going to end up, blending my creative ideas with generative capabilities provided by Midjourney and Photoshop.\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F04\u002F02\u002Ff37bef6e-ecd1-4069-8b15-48bd725d8ee3\u002Ffinal-image.jpg",cropGravity:o,crop:"1024x575+0+326",typeName:"content_image",imageUrl:c,width:1024,height:1024,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-selectively-modify-a-midjourney-image-to-create-an-artistic-statement",startYear:c,summary:b,title:"How to selectively modify a Midjourney image to create an artistic statement",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"97e096ab-1a2f-479b-b8c6-7abec11c1087",username:"lancewhitney",profileUrl:c,email:c,firstName:"Lance",lastName:"Whitney",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"6835195a-fcd2-43b2-918b-8f61bcdb9fd2",filename:"lance-31.png",dateCreated:{created:c,date:"2023-05-12 19:35:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F05\u002F12\u002F6835195a-fcd2-43b2-918b-8f61bcdb9fd2\u002Flance-31.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Lance Whitney is a freelance technology writer and trainer with a background in IT. He's written for a host of sites and publications, including TechRepublic, PCMag, Macworld, AskWoody, Time, Fortune, and AARP Magazine. He spent seven years writing breaking news for CNET and six years writing a monthly column about Microsoft utilities for the late TechNet Magazine. He's written two books for Wiley & Sons - \"Windows 8: Five Minutes at a Time\" and \"Teach Yourself Visually LinkedIn.\" He also teaches both online and in-person computer classes on such topics as Windows, Microsoft Office, eBay, social media, and cybersecurity. And in a past life, he worked in IT for an international company providing product management and systems support in the U.S. and abroad.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"c6353319-b163-436f-9304-b883067e96f7\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Copilot composing a draft email\" data-image-filename=\"figure-top-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook-copy.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EPriced at $20 per month, Microsoft's Copilot Pro brings AI-powered assistance to the different apps in the Microsoft 365 suite. You can use Copilot's AI skills in Outlook to draft a new email, reply to a message, get suggestions for improving an email, and summarize an email.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-copilot-formerly-bing-chat-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EWhat is Copilot (formerly Bing Chat)? Here's everything you need to know\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EUnfortunately, Copilot doesn't work with the classic version of Outlook that comes with Microsoft 365. For now, Copilot supports only what Microsoft calls the new Outlook, a free app designed to replace the Mail and Calendar apps in Windows 10 and Windows 11. Microsoft promises that Copilot Pro support for the classic Outlook is coming, but for now, you can at least get a feel for how it will work in the new Outlook.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EHow to compose, reply to, and summarize Outlook emails with Copilot Pro\u003C\u002Fh2\u003E\u003Cp\u003E\u003Cstrong\u003EWhat you'll need:\u003C\u002Fstrong\u003E First, you'll need a subscription to \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"d0a1e4ef-b723-4059-82fd-3ede9c69f393\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMicrosoft-Personal-12-month-subscription-Auto-renewal\u002Fdp\u002FB07F3TQ6DQ\" data-link-shortcode-text=\"Microsoft 365 Personal\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E or \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c0990c2a-1349-444f-87f5-bb68f3efaeb2\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMICROSOFT-12-MONTH-SUBSCRIPTION-PowerPoint-ACTIVATION\u002Fdp\u002FB07F3SNQT5\" data-link-shortcode-text=\"Microsoft 365 Family\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E. At $70 per year, the Personal edition is aimed at one person using up to five devices. At $100 per year, the Family edition is designed for up to six people using as many as five devices.\u003C\u002Fp\u003E\u003Cp\u003ESecond, you'll need a subscription to Copilot Pro if you don't already have one. To sign up, head to the \u003Ca href=\"https:\u002F\u002Fwww.microsoft.com\u002Fen-us\u002Fstore\u002Fb\u002Fcopilotpro\" target=\"_blank\"\u003ECopilot Pro website\u003C\u002Fa\u003E. Click the Get Copilot Pro button. Confirm the subscription and your payment. The Pro version will take effect the next time you use Copilot on its website, in its mobile app, or in Windows.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmicrosoft-copilot-vs-copilot-pro-is-the-pro-flavor-worth-the-subscription-price\u002F\"\u003EMicrosoft Copilot vs. Copilot Pro: Is the subscription fee worth it?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThird, you must meet certain requirements to use Copilot Pro in the new Outlook. You must have a work, school, or personal Microsoft account. Your personal Microsoft account must be registered with one of the following domains: outlook.com, hotmail.com, live.com, or msn.com. Any account connected with a third-party provider such as Gmail, Yahoo, or iCloud won't cut it.\u003C\u002Fp\u003E\u003Cp\u003EIf you meet all the necessary conditions, here's how to take Copilot Pro for a spin in Outlook.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"4d0b6c24-6c4e-4401-8bcd-723380941b3e\" data-edition=\"us\" data-description=\"\u003Cp\u003ETo get the new Outlook app, head to its \u003Ca href="https:\u002F\u002Fapps.microsoft.com\u002Fdetail\u002F9NRX63209R7B?ocid=cmmvxm26rjh&amp;hl=en-us&amp;gl=US" target="_blank"\u003EMicrosoft Store page\u003C\u002Fa\u003E and click Download.\u003C\u002Fp\u003E\" data-hed=\"1. Download and install the new Outlook\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"22ce3755-b662-4c66-a7b0-e10e0485bd95\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Download and install the new Outlook\" data-image-filename=\"figure-1-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1268\" data-image-height=\"778\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a80a7a6f-b07b-4a8f-82f3-bc04b125ca04\" data-edition=\"us\" data-description=\"\u003Cp\u003EAfter launching Outlook for the first time, enter or confirm the email address for the account you wish to add. After the account is set up and your email is downloaded, click the Gear icon and select "Add account" if you wish to add a second account.\u003C\u002Fp\u003E\" data-hed=\"2. Add and set up your accounts\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"4c322a78-98fe-4045-8604-e0d3e04c08c8\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Add and set up your accounts\" data-image-filename=\"figure-2-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1212\" data-image-height=\"618\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"f8ca6ef4-549f-46a2-841c-05565d52b726\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe first task you may want to give Copilot is to compose a new email. Select the account you wish to use and then click the "New mail" button. You should see the Copilot icon on the top toolbar. Click that icon and select "Draft with Copilot."\u003C\u002Fp\u003E\" data-hed=\"3. Ask Copilot to compose a draft email\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b6a7b2b0-0864-4d6e-a621-e3728cbe9af2\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Ask Copilot to compose a draft email\" data-image-filename=\"figure-3-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"30a47db5-aca0-460a-94a1-a040125cdd3f\" data-edition=\"us\" data-description=\"\u003Cp\u003EAt the prompt, describe the type of email you wish to create. Be sure to include key details to help Copilot fashion a more useful and effective draft. Click the Generate button.\u003C\u002Fp\u003E\" data-hed=\"4. Write your prompt\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b60e8a5c-ac5c-46b1-9e32-5f06f48b1882\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Write your prompt\" data-image-filename=\"figure-4-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"5f253022-bcc8-4401-8522-3ec07599e8cf\" data-edition=\"us\" data-description=\"\u003Cp\u003EAfter Copilot displays the draft, you can respond in a number of ways. Select "Keep it" if you wish to work with the draft. Select Discard if you want to remove the draft and start over from scratch. Select Regenerate if you're unhappy with the draft but would like to give Copilot another shot at it.\u003C\u002Fp\u003E\" data-hed=\"5. Review and respond to the draft\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"1da4380e-adb5-4750-b76e-6f13af59ba38\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Review and respond to the draft\" data-image-filename=\"figure-5-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"9a52e976-4fe9-4c61-883d-9838e3f56a86\" data-edition=\"us\" data-description=\"\u003Cp\u003EAsking Copilot to regenerate the draft results in another version of the email. You can keep regenerating the response to request new versions. At some point, click the left and right arrow keys to the left of your request to display each draft. Click "Keep it" for the draft you want to add as an email. You can then revise the draft as necessary.\u003C\u002Fp\u003E\" data-hed=\"6. View different drafts\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"4599bfa3-f594-4677-ace8-30f795100a48\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"View different drafts\" data-image-filename=\"figure-6-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"c42b1dbd-dd51-4e94-97bd-65596d85c9ec\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext, you might ask Copilot to help you write a reply to an incoming email. Select the email and then click the Reply button. The "Draft with Copilot" option can suggest several prompts that you can use to generate the reply. Otherwise, click the Custom button to fashion your own prompt.\u003C\u002Fp\u003E\" data-hed=\"7. Ask Copilot to compose a reply to an email\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"fce34457-c7b2-472e-acf9-054a7926094d\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Ask Copilot to compose a reply to an email\" data-image-filename=\"figure-7-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"e5e60eb2-094f-4df2-a0ee-3cec18f83b6c\" data-edition=\"us\" data-description=\"\u003Cp\u003EAfter reviewing the reply, you can opt to keep it, discard it, or regenerate it.\u003C\u002Fp\u003E\" data-hed=\"8. Review the reply\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b2eca026-b07c-498d-a4e2-d432fe96c228\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Review the reply\" data-image-filename=\"figure-8-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"17f9f5df-e7c5-4a53-8738-1b16c84666b6\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou can also submit a specific request to Copilot to further refine the response. Type your request into the "Anything you'd like to change" field.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcopilot-in-microsoft-365-adds-new-ai-perks\u002F"\u003ECopilot in Microsoft 365 adds new AI perks and here's how to get them\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor example, you could ask Copilot to make the response longer, shorter, more detailed, more formal, or less formal. Click the arrow to submit your request and then review the response.\u003C\u002Fp\u003E\" data-hed=\"9. Send custom instructions\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c3d1f561-bc5a-433d-9908-b1552d9219a8\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Send custom instructions\" data-image-filename=\"figure-9-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"81443c26-890c-4ee3-8c69-5e89f9ffb64d\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext, you can ask Copilot to analyze an email or reply that you've already written. Write the email but don't send it yet. Click the Copilot icon on the toolbar and select "Coaching by Copilot."\u003C\u002Fp\u003E\" data-hed=\"10. Request coaching from Copilot\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"0ae05c57-393c-4b28-b59f-19f20eba3db4\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Request coaching from Copilot\" data-image-filename=\"figure-10-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a5bc02a5-a288-45e0-ae01-1b0676794712\" data-edition=\"us\" data-description=\"\u003Cp\u003ECopilot will analyze your email and offer suggestions to improve&nbsp;it. For example, the AI may suggest that you make it more or less formal, look at the email from the recipient's point of view, or add more specific details. You can then rewrite the email with Copilot's advice in mind.\u003C\u002Fp\u003E\" data-hed=\"11. Ask Copilot to analyze an email\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"35694bfc-9eea-48fa-aa02-af3b0fdf1af4\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Ask Copilot to analyze an email\" data-image-filename=\"figure-11-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"bfc78bef-31ce-4fbd-99d3-58fb360e7eac\" data-edition=\"us\" data-description=\"\u003Cp\u003EFinally, you may want to get a summary of a lengthy email that will convey the key points. To do this, select an email and click "Summary by Copilot."\u003C\u002Fp\u003E\" data-hed=\"12. Summarize an email\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"42db4388-593f-4d05-8137-c6efc49c249c\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Summarize an email\" data-image-filename=\"figure-12-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"764028ca-9592-4c5a-907b-dcb3d5755f9c\" data-edition=\"us\" data-description=\"\u003Cp\u003ECopilot will generate a summary of the email for your review. Depending on the email, you should find the major points listed and briefly described.\u003C\u002Fp\u003E\" data-hed=\"13. Review the summary\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"f620d35c-f659-427c-b070-f6fffab89511\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Review the summary\" data-image-filename=\"figure-13-how-to-use-copilot-pro-to-write-reply-to-and-summarize-emails-in-microsoft-outlook.jpg\" data-image-date-created=\"2024\u002F04\u002F02\" data-image-width=\"1350\" data-image-height=\"696\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"61b2fa86-25ca-4edd-8c79-0a571ebf1336\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F61b2fa86-25ca-4edd-8c79-0a571ebf1336\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-04-04 13:46:00",timezone:"UTC",updated:c,published:c},description:"Copilot Pro's AI skills can help you get stuff done in Microsoft Outlook, but not the Outlook you're probably using.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"d5000717-0b20-435e-81ab-8d2c60cf25e0",image:{id:"5c0751db-a9ab-4632-a84f-af70be22f7c4",filename:"img-9962.jpg",dateCreated:{created:c,date:"2024-03-15 15:36:55",timezone:"UTC",updated:c,published:c},alt:"sample-image-16-9-red.jpg",credits:"ZDNet",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F15\u002F5c0751db-a9ab-4632-a84f-af70be22f7c4\u002Fimg-9962.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:3221,height:1812,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-use-copilot-pro-to-compose-reply-to-and-summarize-emails-in-outlook",startYear:c,summary:b,title:"How to use Copilot Pro to compose, reply to, and summarize emails in Outlook",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"96093490-341e-45e4-b27a-bf297aa2c5bb",slug:"services-software",name:"Services & Software",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"97e096ab-1a2f-479b-b8c6-7abec11c1087",username:"lancewhitney",profileUrl:c,email:c,firstName:"Lance",lastName:"Whitney",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"6835195a-fcd2-43b2-918b-8f61bcdb9fd2",filename:"lance-31.png",dateCreated:{created:c,date:"2023-05-12 19:35:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F05\u002F12\u002F6835195a-fcd2-43b2-918b-8f61bcdb9fd2\u002Flance-31.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Lance Whitney is a freelance technology writer and trainer with a background in IT. He's written for a host of sites and publications, including TechRepublic, PCMag, Macworld, AskWoody, Time, Fortune, and AARP Magazine. He spent seven years writing breaking news for CNET and six years writing a monthly column about Microsoft utilities for the late TechNet Magazine. He's written two books for Wiley & Sons - \"Windows 8: Five Minutes at a Time\" and \"Teach Yourself Visually LinkedIn.\" He also teaches both online and in-person computer classes on such topics as Windows, Microsoft Office, eBay, social media, and cybersecurity. And in a past life, he worked in IT for an international company providing product management and systems support in the U.S. and abroad.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"5415409e-7d6e-4d03-8111-a25086f542fb\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney via Google AI\u002FZDNET\" data-image-alt-text=\"sample-image-16-9-red.jpg\" data-image-filename=\"figure-top-7-ways-to-supercharge-your-google-searches-with-ai.jpg\" data-image-date-created=\"2024\u002F05\u002F20\" data-image-width=\"1600\" data-image-height=\"808\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThose of us who've used \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwant-to-avoid-google-search-ai-overviews-here-are-your-options\u002F\" target=\"_blank\"\u003EGoogle Search\u003C\u002Fa\u003E for years know the drill. Type your search word or term at the prompt, and the results show you tens or hundreds of thousands of links to related webpages. But who has time to check out all those links? Well, now you can fine-tune and focus your Google searches with a hefty dose of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003Eartificial intelligence\u003C\u002Fa\u003E (AI).\u003C\u002Fp\u003E\u003Cp\u003EThanks to Google's latest tricks, you can ask for an AI Overview to summarize the results. You can seek out recommendations for gifts, things to do, or TV shows and movies to watch. You're able to ask for help generating code and other content.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-sign-up-for-google-labs-and-5-reasons-why-you-should\u002F\" target=\"_blank\"\u003EHow to sign up for Google Labs - and 5 reasons why you should\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFurther, you can request images and other artwork. And you can use the Google Search side panel to view a summary of an article or other page displayed in your browser. All you need is a Google account and a Chrome browser. Here's how to dive in.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"4d0b6c24-6c4e-4401-8bcd-723380941b3e\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe new AI Overview and other features are currently being rolled out for everyone. But to ensure that you already have access, you can sign up for access through Google Labs.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeet-veo-googles-most-advanced-text-to-video-generator-unveiled-at-google-io-2024\u002F"\u003EMeet Veo, Google's most advanced text-to-video generator, unveiled at Google I\u002FO 2024\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ETo do this, open Chrome on your PC and browse to the \u003Ca href="https:\u002F\u002Flabs.google.com\u002Fsearch"\u003EGoogle Labs page for Search\u003C\u002Fa\u003E. Scroll down to the AI Experiments section and click the Turn on buttons for "AI Overviews and more" and "AI tools while browsing".\u003C\u002Fp\u003E\" data-hed=\"1. Enable AI Tools\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"a16bc5da-383f-446e-ba69-243302a8c193\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney\u002FZDNET\" data-image-alt-text=\"Enable AI Tools\" data-image-filename=\"figure-1-7-ways-to-supercharge-your-google-searches-with-ai.jpg\" data-image-date-created=\"2024\u002F05\u002F20\" data-image-width=\"1194\" data-image-height=\"482\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a80a7a6f-b07b-4a8f-82f3-bc04b125ca04\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe first feature you'll want to try is the AI Overview. Browse to Google's search engine and enter your request in the search field. This doesn't work with all queries, so you may have to try a few different searches to find the right kind. Your best bet is to type a question instead of a word or term. In response, you should see an AI Overview at the top of the search results. If the Overview doesn't appear automatically, click the Generate button to trigger it.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-4-biggest-google-search-features-announced-at-google-io-2024\u002F"\u003EThe 4 biggest Google Search features announced at Google I\u002FO 2024\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe Overview typically displays one or more paragraphs summarizing the information. You may see corresponding images or videos as well.\u003C\u002Fp\u003E\" data-hed=\"2. Get an AI Overview for any search\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"9efb47c7-91a0-400e-b589-02c491041396\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney via Google AI\u002FZDNET\" data-image-alt-text=\"Get an AI Overview for any search\" data-image-filename=\"figure-2-7-ways-to-supercharge-your-google-searches-with-ai.jpg\" data-image-date-created=\"2024\u002F05\u002F20\" data-image-width=\"1138\" data-image-height=\"934\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"f8ca6ef4-549f-46a2-841c-05565d52b726\" data-edition=\"us\" data-description=\"\u003Cp\u003EClick the down arrow at the end of any paragraph to see the name of the source that was used. Click a link to any source to view its web page with the related information highlighted. Click the three-dot icon for a source to view further details about it.\u003C\u002Fp\u003E\" data-hed=\"3. Check out the sources\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"be0de4b1-d763-498f-a93d-131ed4b9c0c0\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney via Google AI\u002FZDNET\" data-image-alt-text=\"Check out the sources\" data-image-filename=\"figure-3-7-ways-to-supercharge-your-google-searches-with-ai.jpg\" data-image-date-created=\"2024\u002F05\u002F20\" data-image-width=\"1200\" data-image-height=\"615\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"e952eaf8-9499-46e0-a439-f57d0e931f87\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou can narrow your request to receive recommendations for specific items. Maybe you're looking for the right gift for someone special. Maybe you're traveling to a new city and would like a list of things to do. Maybe you're spending a quiet evening at home and want suggestions for TV shows or movies to watch.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-notebooklm\u002F"\u003EHow to use Google's AI-powered NotebookLM to organize your research\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIn the search field, type your request based on the information you seek. In return, Google's AI Overview should offer some hopefully helpful recommendations.\u003C\u002Fp\u003E\" data-hed=\"4. Get recommendations\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"1b1bc3cf-e15e-4224-97e2-5b6d3910fbed\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney via Google AI\u002FZDNET\" data-image-alt-text=\"Get recommendations\" data-image-filename=\"figure-4-7-ways-to-supercharge-your-google-searches-with-ai.jpg\" data-image-date-created=\"2024\u002F05\u002F20\" data-image-width=\"1200\" data-image-height=\"785\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"82ad0092-b320-48a3-be36-3717ab87e204\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe name of the game is \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F" target="_blank"\u003Egenerative AI\u003C\u002Fa\u003E, so why not ask Google to generate content for you? You can request almost any type of content -- an essay, a poem, a haiku, a story, or computer code. Enter the specifics of the content you want created and see what Google cooks up.\u003C\u002Fp\u003E\" data-hed=\"5. Generate code or other content\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"e915dc68-7f48-4dc6-86af-60aa1128a119\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney via Google AI\u002FZDNET\" data-image-alt-text=\"Generate code or other content\" data-image-filename=\"figure-5-7-ways-to-supercharge-your-google-searches-with-ai.jpg\" data-image-date-created=\"2024\u002F05\u002F20\" data-image-width=\"1158\" data-image-height=\"889\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"e47bc4c9-240c-4030-a6b3-7aed299e4613\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext, you can ask Google to generate an image. At the prompt, describe the type of image you want. You can also specify a style, such as photorealistic or anime. In response, Google displays two or more images. Click a specific image and you're able to edit it, share it, and export it.\u003C\u002Fp\u003E\" data-hed=\"6. Request an image\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"868c34b6-027d-4ef6-9425-331d84fb509a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney via Google AI\u002FZDNET\" data-image-alt-text=\"Request an image\" data-image-filename=\"figure-6-7-ways-to-supercharge-your-google-searches-with-ai.jpg\" data-image-date-created=\"2024\u002F05\u002F20\" data-image-width=\"1200\" data-image-height=\"618\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"enabled\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"e7788f58-0766-49ad-addb-ec656cec197e\" data-edition=\"us\" data-description=\"\u003Cp\u003EFinally, you can request an AI-generated summary of many articles and web pages. For this feature, browse to a page you'd like to see summarized. Click the G icon on the toolbar. After the sidebar appears, click the Generate button. You'll now see a summary of the content from the current page. You can also select any of the related searches to explore the topic.\u003C\u002Fp\u003E\" data-hed=\"7. Get a summary of a webpage\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"632a46b0-4241-4b86-bc83-50c0d34373f0\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Lance Whitney via Google AI\u002FZDNET\" data-image-alt-text=\"Get a summary of a webpage\" data-image-filename=\"figure-7-7-ways-to-supercharge-your-google-searches-with-ai.jpg\" data-image-date-created=\"2024\u002F05\u002F20\" data-image-width=\"1200\" data-image-height=\"657\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"61b2fa86-25ca-4edd-8c79-0a571ebf1336\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F61b2fa86-25ca-4edd-8c79-0a571ebf1336\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-05-21 08:52:48",timezone:"UTC",updated:c,published:c},description:"Google's standard search tool can now deliver AI-generated overviews, images, and more.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"1f62d696-d8a8-436c-b362-b3a9d278817b",image:{id:"5415409e-7d6e-4d03-8111-a25086f542fb",filename:"figure-top-7-ways-to-supercharge-your-google-searches-with-ai.jpg",dateCreated:{created:c,date:"2024-05-20 19:07:54",timezone:"UTC",updated:c,published:c},alt:"sample-image-16-9-red.jpg",credits:"ZDNet",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F20\u002F5415409e-7d6e-4d03-8111-a25086f542fb\u002Ffigure-top-7-ways-to-supercharge-your-google-searches-with-ai.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1600,height:808,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"7-ways-to-supercharge-your-google-searches-with-ai",startYear:c,summary:b,title:"7 ways to supercharge your Google searches with AI",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1050fa4d-ec91-11e3-95d2-02911863765e",slug:"google",name:"Google",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"dbcdd82c-a8cc-42ae-8d25-034680d358d8\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EGoogle just announced it's upgrading its Gemini Advanced service with a one-million context model, soon to jump to two million.\u003C\u002Fp\u003E\" data-image-credit=\"Google\" data-image-alt-text=\"Gemini Advanced\" data-image-filename=\"3.jpg\" data-image-date-created=\"2024\u002F05\u002F14\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EImagine binge-watching a TV series, but you can only remember one episode at a time. When you move on to the next episode, you instantly forget everything you just watched. Now, imagine you can remember every episode and every season you've watched from that TV show; this would allow you to understand the story, characters, and twists and turns. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogle-glass-vs-project-astra-sergey-brin-on-ai-wearables-and-his-top-use-case\u002F\"\u003EGoogle Glass vs. Project Astra: Sergey Brin on AI wearables and his top use case\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhen discussing \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003Eartificial intelligence\u003C\u002Fa\u003E (AI) models, the ability to remember only one episode at a time and be forced to forget it when moving to the next episode represents a short context window. Remembering all the episodes in a series represents an AI model with a large context -- or long context window.\u003C\u002Fp\u003E\u003Cp\u003EIn a nutshell, a long context window means that the model can remember a lot of information at once. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EKnowing what context represents in AI is necessary to learn more about a long context window and how it affects a bot's or other system's performance.\u003C\u002Fp\u003E\u003Cp\u003EAI systems like \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E, the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-googles-gemini-ai-tool-formerly-bard-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EGemini chatbot\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-copilot-formerly-bing-chat-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EMicrosoft Copilot\u003C\u002Fa\u003E are built on AI models, in this case, GPT-3.5, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-gemini\u002F\" target=\"_blank\"\u003EGemini\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F\" target=\"_blank\"\u003EGPT-4\u003C\u002Fa\u003E, respectively. These models essentially work as the systems' brains, holding the knowledge, remembering information within a conversation, and responding appropriately to users' queries. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F9-biggest-announcements-at-google-io-2024-gemini-search-project-astra-and-more\u002F\"\u003E9 biggest announcements at Google I\u002FO 2024: Gemini, Search, Project Astra, and more\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EContext in AI refers to information that gives meaning and relevance to the current data the AI is processing. It's the information the model considers when deciding or generating a response.\u003C\u002Fp\u003E\u003Cp\u003EContext is measured in tokens, and the context window represents the maximum number of tokens the model can consider or handle at once. Each token represents a word or part of a word, depending on the language. In English, one token tends to represent one word, so an AI model like GPT-4 with a 16,000 (16k) token window can handle roughly 12,000 words. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-gemini-live-how-googles-real-time-chatbot-competes-with-gpt-4o\u002F\"\u003EWhat is Gemini Live? How Google's real-time chatbot competes with GPT-4o\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ETokenization methods -- that is, how words are counted and translated into tokens -- vary depending on the system. Here's an example of what a tokenization method may look like:\u003C\u002Fp\u003E\u003Ctable\u003E\u003Ctbody\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EExample phrase\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003EThe quick brown fox jumps over the lazy dog.\u003C\u002Ftd\u003E\u003Ctd\u003ELorem ipsum dolor sit amet, consectetur adipiscing elit, sed.\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EToken breakdown\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E\"The\", \"quick\", \"brown\", \"fox\", \"jumps\", \"over\", \"the\", \"lazy\", \"dog\", \".\"\u003C\u002Ftd\u003E\u003Ctd\u003E\"Lorem\", \"ipsum\", \"dolor\", \"sit\", \"amet\", \",\", \"consectetur\", \"adipiscing\", \"elit\", \",\", \"sed\", \".\"\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EWord count\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E9 words\u003C\u002Ftd\u003E\u003Ctd\u003E9 words\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003Ctr\u003E\u003Ctd\u003E\u003Cstrong\u003EToken count\u003C\u002Fstrong\u003E\u003C\u002Ftd\u003E\u003Ctd\u003E10 tokens\u003C\u002Ftd\u003E\u003Ctd\u003E12 tokens\u003C\u002Ftd\u003E\u003C\u002Ftr\u003E\u003C\u002Ftbody\u003E\u003C\u002Ftable\u003E\u003Cp\u003EAn AI chatbot that can handle about 12,000 words can summarize a 3,000-word article or 5,000-word research paper and then answer follow-up questions without forgetting what was in the document the user shared. Tokens from preceding messages are considered throughout conversations, giving the bot context for what's being discussed. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F3-reasons-to-upgrade-to-gemini-advanced-from-google-io-2024\u002F\"\u003E3 reasons to upgrade to Gemini Advanced, from Google I\u002FO 2024\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHence, if a conversation stays within the token limit, the AI chatbot can maintain the full context. But if it exceeds the token limit, the earliest tokens will likely be ignored or lost to stay within the window, so the bot will potentially lose some context. \u003C\u002Fp\u003E\u003Cp\u003EThis is why Google proudly advertises Gemini 1.5 Pro's large context window of one million tokens. According to Google CEO Sundar Pichai, a million tokens means its Gemini Advanced chatbot can process over 30,000 lines of code, PDFs up to 1,500 pages long, or 96 Cheesecake Factory menus.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-05-15 15:49:00",timezone:"UTC",updated:c,published:c},description:"If you're familiar with AI models and chatbots, you've probably heard the term 'context' used differently than what you're used to. Here's what that means.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"d8aa357b-e31c-445f-bee8-da2feaaa1288",image:{id:"dbcdd82c-a8cc-42ae-8d25-034680d358d8",filename:"3.jpg",dateCreated:{created:c,date:"2024-05-14 17:13:18",timezone:"UTC",updated:c,published:c},alt:"Gemini Advanced",credits:"Google",caption:"\u003Cp\u003EGoogle just announced it's upgrading its Gemini Advanced service with a one-million context model, soon to jump to two million.\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F14\u002Fdbcdd82c-a8cc-42ae-8d25-034680d358d8\u002F3.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"guide",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"what-does-a-long-context-window-mean-for-an-ai-model-like-gemini",startYear:c,summary:b,title:"What does a long context window mean for an AI model, like Gemini?",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0f170e27-b89d-48a1-aa1e-6d5c3594737e",slug:"work-life",name:"Work Life",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"926c7fe3-bac7-46e3-b421-bf633d90ee73",slug:"productivity",name:"Productivity",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"8d600230-8175-11e2-9d12-0018fe8a00b0",username:"Jack Wallen",profileUrl:c,email:c,firstName:"Jack",lastName:"Wallen",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"f03bef9a-858a-451d-bc30-8c603c2ba899",filename:"jack-wallen.jpg",dateCreated:{created:c,date:"2022-08-05 15:04:34",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Ff03bef9a-858a-451d-bc30-8c603c2ba899\u002Fjack-wallen.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Jack Wallen is what happens when a Gen Xer mind-melds with present-day snark. Jack is a seeker of truth and a writer of words with a quantum mechanical pencil and a disjointed beat of sound and soul. An award-winning writer and novelist, Jack has been covering Linux, open-source, and other topics since the late 1990s for numerous publications such as ZDNET, CNET, TechRepublic, Linux.com, The New Stack, Linode, TechTarget, and Linux New Media. Jack's also written over 50 novels of fiction, at least one of which focuses on the Linux operating system. For more news about Jack Wallen, visit his website jackwallen.com.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"6b8638dd-f7ce-448f-8460-9e32472bd3df\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Google\" data-image-alt-text=\"Gemini update\" data-image-filename=\"gemini-live.jpg\" data-image-date-created=\"2024\u002F05\u002F14\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-gemini\u002F\" target=\"_blank\"\u003EGemini\u003C\u002Fa\u003E is Google's answer to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E… but it's much more than that. Eventually, this bit of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003EAI\u003C\u002Fa\u003E will replace Assistant on your Android phone. But Gemini isn't only limited to Android, as you can also use it via your web browser by going to gemini.google.com. And if that wasn't enough, you can also access it via the GNOME desktop, with the addition of a handy little extension and an API key. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-a-long-context-window-mean-for-an-ai-model-like-gemini\u002F\"\u003EWhat does a long context window mean for an AI model, like Gemini?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOnce added, you can click the top bar icon, ask Gemini a question, and the response will appear in the drop-down. Although Gemini is also capable of creating images, this extension doesn't exactly handle that feature well enough to be useful (instead, images appear as rows of black lines). Even with that issue, the extension is a very handy means of accessing the Gemini AI service.\u003C\u002Fp\u003E\u003Cp\u003ELet me show you how to add it to your GNOME desktop environment.\u003C\u002Fp\u003E\u003Ch2\u003EHow to install the extension\u003C\u002Fh2\u003E\u003Cp\u003E\u003Cstrong\u003EWhat you'll need: \u003C\u002Fstrong\u003ETo add this extension, you'll need a Linux distribution with the GNOME desktop environment, the Firefox web browser, and an API key from the Google AI Studio (which can be had for free).\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"15f8e0ae-877d-4c5a-b560-e3a02fe64344\" data-edition=\"us\" data-description=\"\u003Cp\u003EOpen Firefox and point it to the \u003Ca href="https:\u002F\u002Fextensions.gnome.org\u002Fextension\u002F6834\u002Fgemini-ai\u002F" target="_blank"\u003EGemini GNOME extension page\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\" data-hed=\"1. Open Firefox and locate the extension\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"9acb731a-8d36-4283-af6d-48ef48e5a80e\" data-edition=\"us\" data-description=\"\u003Cp\u003EOn the "Gemini AI ChatBot" extension page, click "Install" and, when prompted, "OK" the installation (you may also be asked for your Linux user password).&nbsp;\u003C\u002Fp\u003E\" data-hed=\"2. Install the extension\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"c5b70b79-593c-40e0-9755-be5de1c0d5f7\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EInstalling the "Gemini AI ChatBot" extension does require the Firefox browser.\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"The "Gemini AI ChatBot" extension page.\" data-image-filename=\"gnomegeminiinstall.jpg\" data-image-date-created=\"2024\u002F05\u002F15\" data-image-width=\"1103\" data-image-height=\"364\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"9bf20f15-394a-4454-81ed-5546d0c54ed7\" data-edition=\"us\" data-description=\"\u003Cp\u003EThe next step requires you to get an API key from the Google AI Studio. To do this, point your browser to the \u003Ca href="https:\u002F\u002Faistudio.google.com\u002Fapp\u002Fprompts\u002Fnew_chat" target="_blank"\u003EGoogle AI Studio\u003C\u002Fa\u003E. On that page, click Get API key at the top of the left sidebar. On the resulting page, click "Create API key" near the middle.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-gemini-live-how-googles-real-time-chatbot-competes-with-gpt-4o\u002F"\u003EWhat is Gemini Live? How Google's real-time chatbot competes with GPT-4o\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EWhen prompted, select "Generative Language Client" from the Google Cloud Projects drop-down and then click, "Create API Key" in "Existing Project." Once the key is generated, copy it to your GNOME clipboard. To do that, click the key (in the API Key column) and then click the "Copy" button.\u003C\u002Fp\u003E\" data-hed=\"3. Generate an API key\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"e80a6bc1-cf70-4872-a456-a1af51a9c18d\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EMake sure to choose the right entry from the drop-down.\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"The Gemini API creation page.\" data-image-filename=\"gnomegeminigenkey.jpg\" data-image-date-created=\"2024\u002F05\u002F15\" data-image-width=\"1371\" data-image-height=\"708\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"feca05ce-cfa2-4047-9bec-ab67c568c6a3\" data-edition=\"us\" data-description=\"\u003Cp\u003EClick the Gemini extension icon in the top bar and then click the Gear icon to access the settings pop-up. In the pop-up, paste your key in the "Gemini API Key" field. Once you've done that, click "Save."\u003C\u002Fp\u003E\" data-hed=\"4. Add your API key\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b3869475-b3fc-4c53-8ef8-d0282c3ac6c6\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EYou can also select to remember talk history (which will save it between log ins).\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"The Gemini AI ChatBot extension settings pop-up.\" data-image-filename=\"gnomegemini1.jpg\" data-image-date-created=\"2024\u002F05\u002F15\" data-image-width=\"633\" data-image-height=\"567\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"9c330cab-906a-4be2-9cc3-afa38cb2f99c\" data-edition=\"us\" data-description=\"\u003Cp\u003EWith all of this taken care of, click the Gemini icon and type your query.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F3-reasons-to-upgrade-to-gemini-advanced-from-google-io-2024\u002F"\u003E3 reasons to upgrade to Gemini Advanced, from Google I\u002FO 2024\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EGemini will eventually respond in the pop-up, which you can view. Your chats will remain until you log out of GNOME.\u003C\u002Fp\u003E\" data-hed=\"5. Using the Gemini extension\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d777d27f-ac48-4cd8-824b-3b086cd4fb3e\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EI asked Gemini to define Linux.\u003C\u002Fp\u003E\" data-image-credit=\"Jack Wallen\u002FZDNET\" data-image-alt-text=\"The Gemini AI ChatBot extension in action.\" data-image-filename=\"gnomegemini2.jpg\" data-image-date-created=\"2024\u002F05\u002F15\" data-image-width=\"1277\" data-image-height=\"781\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAnd that's all there is to getting quick access to Google's Gemini AI service from the GNOME desktop. Although the extension is more limited than either Gemini on Android or the web, this is a great way to interact with it for research and quick answers when a Google search is too much.\u003C\u002Fp\u003E\u003Cp\u003EEnjoy that newfound power.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-05-18 12:00:27",timezone:"UTC",updated:c,published:c},description:"If you are a fan of Google's Gemini AI and want to gain quick access to the service from your GNOME desktop, there's a handy extension that makes this possible.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"d40d2fb9-c3bd-4b9d-8fe9-40485c50ef68",image:{id:"6b8638dd-f7ce-448f-8460-9e32472bd3df",filename:"gemini-live.jpg",dateCreated:{created:c,date:"2024-05-14 13:17:14",timezone:"UTC",updated:c,published:c},alt:"Gemini update",credits:"Google",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F14\u002F6b8638dd-f7ce-448f-8460-9e32472bd3df\u002Fgemini-live.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"how-to-get-quick-access-to-gemini-ai-on-linux-with-this-gnome-desktop-extension",startYear:c,summary:b,title:"How to get quick access to Gemini AI on Linux with this GNOME desktop extension",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d}],componentLabel:"Practical tips, tricks, and advice for getting things done",description:c,filters:c,paging:c,slug:"dynamic-topic-3-story-carousel-how-to",title:"How-to Guides",label:c,viewMoreText:c,viewMoreUrl:c,relatedItems:c},{id:"ddc9226f-14b1-4a1c-9cfa-46a60a305f1f",meta:{componentName:"ddc9226f-14b1-4a1c-9cfa-46a60a305f1f",componentDisplayName:"Latest",componentType:"ContentList"},metadata:{},links:{self:{href:"https:\u002F\u002Fbender.cnetstatic.com\u002Fapi\u002Fneutron\u002Fcomponents\u002Fzdnet\u002Flisting\u002Fdynamic_listing\u002Fddc9226f-14b1-4a1c-9cfa-46a60a305f1f\u002Fweb?searchBy=id&topicSlug=artificial-intelligence&componentType=ContentList&componentName=ddc9226f-14b1-4a1c-9cfa-46a60a305f1f"}},items:[{author:{id:"a0de22ce-dbed-419b-9a97-562689032701",username:"kwan2035",profileUrl:c,email:c,firstName:"Kerry",lastName:"Wan",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"4cc4d03e-eeaf-4b0c-bb8a-63d34de6cc51",filename:"1549928918804.jpg",dateCreated:{created:c,date:"2022-06-03 20:04:44",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F06\u002F03\u002F4cc4d03e-eeaf-4b0c-bb8a-63d34de6cc51\u002F1549928918804.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Kerry serves as Senior Reviews Editor of ZDNET and is based in New York City. He reviews the latest consumer gadgets and shares advice to make the most out of them. When Kerry isn't drooling over the next best thing, he's probably being let down by the Los Angeles Lakers.",profile:c,title:"Senior Reviews Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"7fc5d002-00e5-4f7d-b662-bfd2af06002a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Kerry Wan\u002FZDNET\" data-image-alt-text=\"Ray-Ban Smart Glasses designs\" data-image-filename=\"ray-ban-smart-glasses-in-hand.jpg\" data-image-date-created=\"2023\u002F09\u002F26\" data-image-width=\"4240\" data-image-height=\"2384\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI don't think anyone -- not even Meta -- expected last year's \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"7293a45d-d751-46c8-bb07-ce4fe26c08d1\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Sunglasses-Wayfarer-Polarized-Gradient\u002Fdp\u002FB0D9BTQ3VB\u002F\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Sunglasses-Wayfarer-Polarized-Gradient\u002Fdp\u002FB0D9BSBDXG\u002F?tag=zdnet-buy-button-20\" data-link-shortcode-text=\"Ray-Ban smart glasses\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E to be as big of a hit as they have been. However, baking a slew of useful features into a widely accepted form factor has made them one of the most successful tech gadgets in recent years. Since \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-ray-ban-smart-glasses-review\u002F\" target=\"_blank\"\u003Ereviewing them\u003C\u002Fa\u003E a year ago, I still wear mine whenever I work, travel, and go out for walks.\u003C\u002Fp\u003E\u003Cp\u003EThat's why I'm spotlighting one of the most competitive offers on the smart glasses yet, with both \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"71c71125-7e6d-480d-a443-309afd5afc3e\" data-raw-url=\"https:\u002F\u002Fwww.ray-ban.com\u002Fusa\u002Fray-ban-meta-smart-glasses\" data-link-shortcode-text=\"Meta\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E and \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"0de593aa-cd22-4934-a4b5-dc18d6e0f4e5\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXX2HG5?\" data-link-shortcode-text=\"major retailers\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E selling the wearable for 20% off, bringing the starting price down to just $239. The best part? The discount applies to every frame and style, including Wayfarer, Skyler, and Headliner.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"710ffd8f-b930-4dfd-913a-0f9bd7bf289e\" data-edition=\"us\" data-hed=\"Meta Ray-Ban smart glasses for as low as $239 (save $60)\" data-imagegroup=\"{"alt":"","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"9c2ee670-80e2-4660-a779-8a851b839231","filename":"dsc00014.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F10\u002F17\u002F9c2ee670-80e2-4660-a779-8a851b839231\u002Fdsc00014.jpg","dateCreated":{"date":"2023-10-17 01:07:28","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"9c2ee670-80e2-4660-a779-8a851b839231","imageFilename":"dsc00014.jpg","imageDateCreated":"2023\u002F10\u002F17"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXX2HG5?\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXX2HG5?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{"uuid":"dc9c0a60-ac98-44b7-8c8b-12b826ea9d4e","slug":"meta-ray-ban-wayfarer-standard-smart-glasses-shiny-black-g15-green","name":"Meta Ray-Ban Wayfarer (Standard) Smart Glasses - Shiny Black, G15 Green","productType":"SERIES","updateType":"AUTOPID","mod":1732218184601,"displayDate":"Thu Nov 21 2024 14:43:04 GMT-0500 (Eastern Standard Time)"}\" data-usemonetization=\"true\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI won't get into the nitty-gritty of the Meta Ray-Bans, but their core features include a 12-megapixel ultra-wide lens for capturing photos and videos, Bluetooth audio playing, and Meta AI for conversing and asking questions. I've found the camera capability ideal for when I'm recording footage of me testing and demoing products at briefings, conventions, and trade shows. It's also handy when driving, and I want a shot of my scenic views.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-ray-ban-smart-glasses-review\u002F\"\u003EMeta Ray-Ban Smart Glasses: The best AI-powered glasses to buy right now\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESince publishing my review, Meta has rolled out \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fnew-meta-ray-ban-ai-features-roll-out-making-the-smart-glasses-even-more-tempting\u002F#link={\" target=\"_blank\"\u003Eseveral updates\u003C\u002Fa\u003E to the glasses that have made them even more worth the investment. These include recording up to three minutes (instead of one minute), remembering things for you thanks to its multimodal AI, and even translating conversations (though it's limited to Spanish for now). There are more features to come, of course.\u003C\u002Fp\u003E\u003Cp\u003ENotably, this Black Friday offer applies to every frame and style of the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"4a552f7f-9daa-4110-b55b-f53ee5e64f37\" data-raw-url=\"https:\u002F\u002Fwww.ray-ban.com\u002Fusa\u002Fray-ban-meta-smart-glasses\" data-link-shortcode-text=\"Meta Ray-Bans\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E except for one: the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-metas-transparent-ray-ban-smart-glasses-and-theyre-a-near-perfect-accessory-for-me\u002F\" target=\"_blank\"\u003Elimited-edition release from October\u003C\u002Fa\u003E. But for just about everything else, you can pick up a pair, including with transition lenses and prescriptions, for 20% off, the best deal I've seen for the wearables yet. You'll want to act fast, as the offer will run while supplies last. When in doubt, check listings from major retailers like \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"5099e7d0-87ec-4ead-8a2e-39dd35735431\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXYVQ1P\" data-link-shortcode-text=\"Amazon\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E and \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"baf5aafc-e742-4584-a916-549fd323615a\" data-raw-url=\"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fray-ban-meta-wayfarer-smart-glasses-with-meta-ai-audio-photo-video-compatibility-green-lenses-shiny-black\u002F6560291.p?skuId=6560291\" data-link-shortcode-text=\"Best Buy\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E if your preferred design is no longer available on the Ray-Ban website.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8d3819ee-dff8-4382-bb9f-7678d1238ad8\" data-edition=\"us\" data-description=\"\u003Cp\u003EDeals are subject to sell out or expire at any time, though ZDNET remains committed to finding, sharing, and updating the best product deals for you to score the best savings. Considering this offer is for a refurbished product, inventory is even more important than timing, so keep an eye out for the stock of the model that interests you the most.\u003C\u002Fp\u003E\u003Cp\u003EOur team of experts regularly checks in on the deals we share to ensure they are still live and obtainable. We're sorry if you've missed out on this deal, but don't fret -- we're constantly finding new chances to save and sharing them with you at&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002F"\u003EZDNET.com\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\" data-hed=\"When will this deal expire?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"3aa16d16-8ccd-4f94-b2cc-91f3af21b2ff\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F3aa16d16-8ccd-4f94-b2cc-91f3af21b2ff\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-23 13:30:16",timezone:"UTC",updated:c,published:c},description:"Consistent feature updates and a rare discount make the Meta Ray-Ban smart glasses a fantastic buy going into the holiday season.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"70101543-217e-4ece-ab31-b446c1518a89",image:{id:"7fc5d002-00e5-4f7d-b662-bfd2af06002a",filename:"ray-ban-smart-glasses-in-hand.jpg",dateCreated:{created:c,date:"2023-09-26 13:48:39",timezone:"UTC",updated:c,published:c},alt:"prioritize-hands-on-images",credits:"Don't forget credit\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F09\u002F26\u002F7fc5d002-00e5-4f7d-b662-bfd2af06002a\u002Fray-ban-smart-glasses-in-hand.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:4240,height:2384,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"deals",hubTopicPathString:"Tech^Wearables^Smart Glasses",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"you-can-buy-meta-ray-ban-smart-glasses-for-20-off-this-black-friday-how-the-deal-works",startYear:c,summary:b,title:"You can buy Meta Ray-Ban smart glasses for 20% off this Black Friday - how the deal works",topic:{id:"4010a147-6392-43c9-84ea-5ff86c70e201",slug:"smart-glasses",name:"Smart Glasses",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"4010a147-6392-43c9-84ea-5ff86c70e201",slug:"smart-glasses",name:"Smart Glasses",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"91a4cdc7-83f0-4ac1-9561-628db15e2c76",slug:"smart-office",name:"Smart Office",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"eca19898-12cf-4e3a-bca9-73b9d72c405c",slug:"wearables",name:"Wearables",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"e2878d90-97ee-4fd3-bf18-232676aa9874\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Getty Images\u002FMalte Mueller\" data-image-alt-text=\"People shaking hands illustration\" data-image-filename=\"gettyimages-1417702021.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2130\" data-image-height=\"1408\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAlthough a slide deck combines images, text, graphs, and creative layouts to convey a message, sometimes a topic can be better explained verbally. To combine visuals and audio elements into your presentation, you can insert a live stream of yourself talking into your Google Slides deck. \u003C\u002Fp\u003E\u003Cp\u003EWith the speaker spotlight tool, it's easy to insert a quick video of yourself into your presentation in a way that aesthetically matches your slide deck, as seen below. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"twitter_tweet\" data-size=\"medium\" data-float=\"none\" data-oembed=\"{"author_name":"Google Docs","author_url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Fgoogledocs","cache_age":"3153600000","height":null,"html":"\u003Cblockquote class=\\"twitter-tweet\\"\u003E\u003Cp lang=\\"en\\" dir=\\"ltr\\"\u003ELevel up your presentations with speaker spotlight in \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002Fhashtag\\\u002FGoogleSlides?src=hash&amp;ref_src=twsrc^tfw\\"\u003E#GoogleSlides\u003C\\\u002Fa\u003E! \\u2728 No more boring slides, now you can insert your beautiful face directly into your presentation. It&#39;s like a green screen, but way easier. \\ud83d\\udc49 \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FNunMVJqnOj\\"\u003Ehttps:\\\u002F\\\u002Ft.co\\\u002FNunMVJqnOj\u003C\\\u002Fa\u003E \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FhqTYUxgP9h\\"\u003Epic.twitter.com\\\u002FhqTYUxgP9h\u003C\\\u002Fa\u003E\u003C\\\u002Fp\u003E&mdash; Google Docs (@googledocs) \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002Fgoogledocs\\\u002Fstatus\\\u002F1859243303239139489?ref_src=twsrc^tfw\\"\u003ENovember 20, 2024\u003C\\\u002Fa\u003E\u003C\\\u002Fblockquote\u003E\\n\\n","provider_name":"Twitter","provider_url":"https:\\\u002F\\\u002Ftwitter.com","type":"rich","url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Fgoogledocs\\\u002Fstatus\\\u002F1859243303239139489","version":"1.0","width":550}\" data-url=\"https:\u002F\u002Ftwitter.com\u002Fgoogledocs\u002Fstatus\u002F1859243303239139489\" data-conversation=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe video feed streamed into the spotlight is live as you are presenting, but you can also record the presentation and then share it so that your colleagues, students, or peers have you verbally explain the slides and go through them. Sound too good to be true? Here's how to implement this quick feature. \u003C\u002Fp\u003E\u003Ch2\u003EHow to add a speaker spotlight in Google Slides\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8c9b8249-27ea-42e5-b1bb-5a1d647d3f0e\" data-edition=\"us\" data-description=\"\u003Cp\u003EFirst, you will want to visit your Google Slides application or \u003Ca href="https:\u002F\u002Fworkspace.google.com\u002Fproducts\u002Fslides\u002F" target="_blank"\u003Ewebsite\u003C\u002Fa\u003E and sign into your free Google account.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"1. Visit Google Slides\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b13275ba-9ba6-4de3-9cf0-89bbe0666aed\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Google Slides Screenshot\" data-image-filename=\"screenshot-2024-11-22-at-1-49-03pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"3456\" data-image-height=\"1718\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"bf744375-6ef5-4482-b48f-515da3722bdd\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou should create this presentation the same way you typically would. Once you sign in, select a template you like or click on the blank presentation option to build your own.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"2. Create a new presentation\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"5c8cfbae-740a-4c11-867c-fe4db25c8c65\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Google Slides Screenshot\" data-image-filename=\"screenshot-2024-11-22-at-12-49-59pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2866\" data-image-height=\"738\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"2454767e-faf0-4974-ae0c-c736604eb79f\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you have built your slide, go to the toolbar, and click the speaker spotlight icon that looks like a camera with a person in it, as seen below. This will allow you to add the speaker spotlight at the top of your screen. Click "Insert," and then, from the sidebar, click on the speaker spotlight shape that you want to add to the presentation.\u003C\u002Fp\u003E\u003Cp\u003EOnce you do all this, you will likely be asked to authorize Google Slides&nbsp;to access your camera and microphone unless you have previously given it this permission. All you have to do is click "allow" when the pop-up comes up.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"3. Add the spotlight\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"46922909-0721-4421-b5d7-e4fca53c3915\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Spotlight Speaker icon\" data-image-filename=\"screenshot-2024-11-22-at-1-54-35pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2168\" data-image-height=\"924\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"591f8fcf-4eaf-4239-81fc-c9f6a2b514b1\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext to the shape, there is an eye icon that, when clicked, allows you to preview what the slides will look like as you are presenting. Before seeing the preview, you will be shown a pop-up where you can click "use camera" to see what the presentation will look like.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"4. Preview what it looks like with you in it\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"998c450a-7193-4861-bd3c-8a75a5382b75\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Eye icon\" data-image-filename=\"screenshot-2024-11-22-at-1-55-52pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1548\" data-image-height=\"1040\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a11be20a-e99c-4098-957f-71635c09282f\" data-edition=\"us\" data-description=\"\u003Cp\u003EIn my opinion, the most helpful use case for this feature would be to share it with your colleagues so they can watch it asynchronously while still having the opportunity to watch you present. Luckily, you are able to do so with the "Rec" button, found in the top right corner of the toolbar.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EOnce you click on it, you can click "record a new video," which will bring you to a new page where you can click through your presentation, see yourself in the upper right-hand corner, and click Record to start. You can click through your slides, change your background, pause, and more. There is a 30-minute limit.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"5. Record (optional)\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d2088f98-bd85-4f33-9bba-392b8c6030d1\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Recording feature\" data-image-filename=\"screenshot-2024-11-22-at-1-57-28pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2824\" data-image-height=\"1678\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E\u003Cbr\u003E\u003C\u002Fh2\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-23 13:00:22",timezone:"UTC",updated:c,published:c},description:"Sometimes, the best way to explain something is verbally, and now you can a recording of yourself in your next Google Slides presentation.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"f9508960-5ee5-4ac3-88db-3fad1630b7a3",image:{id:"e2878d90-97ee-4fd3-bf18-232676aa9874",filename:"gettyimages-1417702021.jpg",dateCreated:{created:c,date:"2024-11-22 19:02:16",timezone:"UTC",updated:c,published:c},alt:"People shaking hands illustration",credits:"Getty Images\u002FMalte Mueller",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002Fe2878d90-97ee-4fd3-bf18-232676aa9874\u002Fgettyimages-1417702021.jpg",cropGravity:o,crop:"2130x1197+0+114",typeName:"content_image",imageUrl:c,width:2130,height:1408,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"you-can-add-a-video-of-yourself-speaking-in-google-slides-now-heres-how",startYear:c,summary:b,title:"You can add a video of yourself speaking in Google Slides now. Here's how",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EAs \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fearly-black-friday-2024-everything-you-need-to-know-about-holiday-shopping\u002F\" target=\"_blank\"\u003EBlack Friday and Cyber Monday\u003C\u002Fa\u003E approach, more deals on different devices are popping up. Robot vacuums are just one category seeing major pricing discounts in preparation for the year's biggest shopping event. ZDNET is gathering the best and most legitimate deals available right now, so you don't have to worry about wading through the madness that is deal hunting. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fbest-black-friday-deals-2024\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EThe best Black Friday deals live now\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-we-test-robot-vacuums\u002F\" target=\"_blank\"\u003EI test different types of robot vacuums daily\u003C\u002Fa\u003E and have grown exceedingly familiar with each brand's strengths and weaknesses and their price fluctuations. As a result, I've realized that this is the best time to buy that robot vacuum you've had your eye on all year or as a holiday gift for that family member who's always wanted one. Here are my picks for the best Black Friday robot vacuum deals.\u003C\u002Fp\u003E\u003Cspan data-shortcode=\"commercebutton\" data-id=\"20055aa8-4f1a-40b4-97f9-a5beb8ec2f7c\" data-button-text=\"Shop deals at Amazon\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002F\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002F?tag=zdnet-buy-button-20\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E\u003Ch2\u003EOur favorite robot vacuum deals for Black Friday 2024\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6fbb39c0-fe99-4a2a-8de5-3768ce1298fb\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Robot-Vacuum\u002Fdp\u002FB094NYHTMF\" data-link-shortcode-text=\"iRobot Roomba j7+ robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $359 (save $441 at Amazon): This discount on \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Firobot-roomba-j7-review\u002F\" target=\"_blank\"\u003Ea self-emptying Roomba\u003C\u002Fa\u003E powered by RobotOS is a deal you can't miss. You can also get the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6d9c45e6-71b5-4c30-ba0a-8bc9e421ff70\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot%C2%AE-Roomba-ComboTM-Self-Emptying-Vacuum\u002Fdp\u002FB0BCH3J9RD\" data-link-shortcode-text=\"Roomba Combo j7+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E variation, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Froomba-combo-j7-plus-review\u002F\" target=\"_blank\"\u003Ewith a fully retractable mop pad\u003C\u002Fa\u003E, at 18% off for $899.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c5fabe8a-0759-4f8b-8c89-607eb4bd3103\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-Auto-Empty-Hands-Free-Cleaning-APP-Controlled\u002Fdp\u002FB09NNFNWZ9\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-Auto-Empty-Hands-Free-Cleaning-APP-Controlled\u002Fdp\u002FB09NNFNWZ9?tag=zdnet-buy-button-20\" data-link-shortcode-text=\"Roborock Q7 Max+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $360 (save $510 at Amazon): Besides a Q7 robot vacuum and mop, the Max model includes a self-emptying dock that you don't have to worry about for up to seven weeks.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"47f0b801-b0e1-4597-88ab-d0ba09467b2b\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0CQL4SPWX\" data-link-shortcode-text=\"Dreame X30 Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $850 (save $550 at Amazon): This is the lowest price on the Dreame X30 Ultra, which \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fdreame-x30-ultra-review\u002F\" target=\"_blank\"\u003Ewas ZDNET's top pick\u003C\u002Fa\u003E for the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fbest-robot-vacuum-mop\u002F\" target=\"_blank\"\u003Ebest 2-in-1 robot vacuum and mop\u003C\u002Fa\u003E, dethroned only by its successor, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-a-1900-robot-vacuum-and-mop-for-a-month-heres-why-its-worth-it\u002F\"\u003Ethe X40 Ultra\u003C\u002Fa\u003E.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"ade86279-70de-4222-b3a4-c314c0852b26\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FYeedi-M12-PRO-ZeroTangle-Technology\u002Fdp\u002FB0CW65GK5X\" data-link-shortcode-text=\"Yeedi M12 Pro+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $550 (save $450 at Amazon): Have you ever heard the phrase \"high-end features for a mid-range price?\" \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-hands-free-robot-vacuum-and-mop-was-already-affordable-but-its-now-an-extra-150-off\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-hands-free-robot-vacuum-and-mop-was-already-affordable-but-its-now-an-extra-150-off\u002F%22,%22target%22:%22%22,%22absolute%22:%22%22,%22linkText%22:%22This%20hands-free%20robot%20vacuum%20and%20mop%22%7D\"\u003EThis hands-free robot vacuum and mop\u003C\u002Fa\u003E does all the work for you, with flagship features like an extending mop pad to reach corners and under cabinets and 11,000Pa of suction.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"ba0cecc2-9e3c-4937-81a7-956cbefe271f\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Combo-Essential-Vacuum\u002Fdp\u002FB0CNKVHSS9\" data-link-shortcode-text=\"iRobot Roomba Essential Combo robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $245 (save $30 at Amazon): This essential robot vacuum is an entry-level Roomba that combines powerful suction with mopping action.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"82771f73-ab7d-4f67-8603-e48660f18f2b\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FAIRROBO-Self-Emptying-Capacity-Schedule-T20\u002Fdp\u002FB0CQC24STL\" data-link-shortcode-text=\"Airrobo T20+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $199 (save $301 at Amazon): This is the lowest price we've ever seen on this Airrobo self-emptying robot vacuum and mop.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"41fe2378-708b-453a-b4c5-ef16414d0a6f\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FECOVACS-Complete-Self-Emptying-Auto-Refill-Avoidance\u002Fdp\u002FB0D4QXT9JG\" data-link-shortcode-text=\"Ecovacs Deebot X2 Combo complete robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,372 (save $328 at Amazon): I rely on the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-is-the-only-vacuum-for-pet-hair-youll-ever-need-and-its-a-whopping-400-off\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-is-the-only-vacuum-for-pet-hair-youll-ever-need-and-its-a-whopping-400-off\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22Deebot%20X2%20Combo%20Complete%20robot%20vacuum%20and%20mop%22%7D\"\u003EDeebot X2 Combo Complete robot vacuum and mop\u003C\u002Fa\u003E, especially because of its side-mounted cordless vacuum that empties automatically.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"43917edc-e609-4d94-ab1c-16ae3f3df21a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FPro-Ultra-Self-Washing-Self-Refilling-Self-Emptying\u002Fdp\u002FB0BVB5PTDK\" data-link-shortcode-text=\"Roborock S8 Pro Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $900 (save $700 at Amazon): The all-in-one S8 Pro Ultra features 6,000Pa of suction power, a self-emptying dustbin, and self-washing mop pads. \u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"5670c44e-10e6-41f5-b50c-76ca7793949b\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Fdreame-Removable-Extensive-Washboard-Auto-Empty\u002Fdp\u002FB0CXDXKSXP\" data-link-shortcode-text=\"Dreame X40 Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,000 (save $900 at Amazon): This is \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fzdnets-pick-for-the-best-robot-vacuum-and-mop-is-300-off-for-a-limited-time\u002F\" target=\"_blank\"\u003Emy favorite robot vacuum and mop combination\u003C\u002Fa\u003E that I've tested, with excellent obstacle avoidance and strong suction.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"19ae30eb-1e12-4dbd-8228-12188756abf4\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $350\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $650\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe Eufy X8 Pro twin-turbine robot vacuum is perfect for pet owners. With 4,000Pa of suction power, this robot vacuum includes a self-empty station and smooth navigation to leave beautiful carpet lines behind.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview:\u003C\u002Fstrong\u003E&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-twin-turbine-robot-vacuum-is-a-steal-at-400-deal\u002F" target="_blank"\u003E\u003Cstrong\u003EEufy X8 Pro: A must-have for homes with a lot of carpet\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"Eufy X8 Pro\" data-superlative=\"Save $300\" data-imagegroup=\"{"alt":"Eufy X8 Pro on a black and white rug","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Beth Mauder\u002FZDNET","imageData":{"id":"8e03466f-9d5e-46e8-ab86-db9433edc5fb","title":"eufy-x8-pro-top","filename":"eufy-x8-pro-top.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F12\u002F11\u002F8e03466f-9d5e-46e8-ab86-db9433edc5fb\u002Feufy-x8-pro-top.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":285926,"width":1296,"height":720,"dateCreated":{"date":"2023-12-11 20:14:13","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-12-11 20:14:33","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Beth Mauder\u002FZDNET","alt":"Eufy X8 Pro on a black and white rug","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"8e03466f-9d5e-46e8-ab86-db9433edc5fb","imageAltText":"Eufy X8 Pro on a black and white rug","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Beth Mauder\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"eufy-x8-pro-top.jpg","imageDateCreated":"2023\u002F12\u002F11","imageWidth":1296,"imageHeight":720,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Beth Mauder\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B","url":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"0e3a2012-f69a-4767-9108-380f8707a8b6\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $1,000\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $1,399\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe flagship Roomba j9+ features powerful suction and a self-emptying dustbin, perfect for pet owners. This combo option also has a retractable mop pad that stores itself on top of the robot when not in use, ensuring your carpets stay dry and your hard floors stay mopped.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Fhow-roombas-1000-robot-vacuum-handled-my-house-of-children-and-pets\u002F"\u003E\u003Cstrong\u003EHow Roomba's $1,000 robot vacuum handled my house of children and pets\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"iRobot Roomba Combo j9+\" data-superlative=\"Save $400\" data-imagegroup=\"{"alt":"roomba-combo-j9-plus","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"69a398cd-cb2c-44a4-9484-e2c6b22ad1b6","title":"roomba-combo-j9-plus","filename":"roomba-combo-j9-plus.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F11\u002F26\u002F69a398cd-cb2c-44a4-9484-e2c6b22ad1b6\u002Froomba-combo-j9-plus.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":692314,"width":1296,"height":720,"dateCreated":{"date":"2023-11-26 17:00:35","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-11-26 17:00:37","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"roomba-combo-j9-plus","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"69a398cd-cb2c-44a4-9484-e2c6b22ad1b6","imageAltText":"roomba-combo-j9-plus","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"roomba-combo-j9-plus.jpg","imageDateCreated":"2023\u002F11\u002F26","imageWidth":1296,"imageHeight":720,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-techobjectinfo=\"{"uuid":"7ecd1e0d-0ce9-4902-b2a0-b70f4ff50fca","slug":"irobot-roomba-combo-j9-plus","name":"iRobot Roomba Combo j9+","productType":"PRODUCT","updateType":"AUTOPID","mod":1732302365088,"displayDate":"Fri Nov 22 2024 14:06:05 GMT-0500 (Eastern Standard Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX","url":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a73487c5-a7bb-4b31-b605-a970c0e81b25\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $820\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $1,200\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe Deebot T30S combo is fairly new but lives up to the hype that only a three-in-one robot vacuum could garner. This has become my go-to upstairs robot vacuum and mop because it functions as a cleaning hub, made complete by the self-emptying cordless vacuum that charges right on the robot's charging station.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview:\u003C\u002Fstrong\u003E&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-a-robot-vacuum-with-a-handheld-vacuum-that-empties-itself\u002F" target="_blank"\u003E\u003Cstrong\u003EI tested a robot vacuum with a handheld vacuum that empties itself\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"Ecovacs Deebot T30S Combo\" data-superlative=\"Save $480\" data-imagegroup=\"{"alt":"Ecovacs Deebot T30S Combo robot vacuum and mop","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"d99624d4-6e33-413f-8216-1c9cb13d0394","title":"Ecovacs Deebot T30S Combo robot vacuum and mop","filename":"1.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F15\u002Fd99624d4-6e33-413f-8216-1c9cb13d0394\u002F1.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":6307918,"width":4967,"height":2794,"dateCreated":{"date":"2024-05-15 18:29:15","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-05-15 18:29:27","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Maria Diaz\u002FZDNET","alt":"Ecovacs Deebot T30S Combo robot vacuum and mop","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"d99624d4-6e33-413f-8216-1c9cb13d0394","imageAltText":"Ecovacs Deebot T30S Combo robot vacuum and mop","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Maria Diaz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"1.jpg","imageDateCreated":"2024\u002F05\u002F15","imageWidth":4967,"imageHeight":2794,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-techobjectinfo=\"{"uuid":"2d55af5a-5b95-4753-a45a-0871bc8145bf","slug":"ecovacs-deebot-t30s-combo-robot-vacuum-and-mop-all-in-one-cleaning-hub-11000pa-zerotangle-technology-truedge-adaptive","name":"ECOVACS DEEBOT T30S Combo Robot Vacuum and Mop, All-in-One Cleaning Hub, 11000Pa, ZeroTangle Technology, TruEdge Adaptive Edge Mopping, Dual Self-Emptying, Hot Water Mop Washing, Auto-Mop Lifting","productType":"SERIES","updateType":"EZMONEY","mod":1732307598582,"displayDate":"Fri Nov 22 2024 15:33:18 GMT-0500 (Eastern Standard Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0D1FMPJJJ?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0D1FMPJJJ","url":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0D1FMPJJJ?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"ebdc07ca-fb03-462a-a67b-da9a809d78a6\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $360\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $870\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EFor a limited time, you can snag the Roborock Q7 Max+ for $360. As a vacuum mop combo, this machine features 4,200Pa suction power and 300g mopping pressures, promising a smooth and efficient clean. With its self-empty dock, you can have hands-free vacuuming for up to seven weeks. Thanks to Roborock's PreciSense LiDAR Navigation, you can rest assured that this robot vacuum will clean where it's supposed to and when it's supposed to.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fbest-robot-vacuum-mop\u002F"\u003E\u003Cstrong\u003EThe best robot vacuum mops you can buy\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"Roborock Q7 Max+\" data-superlative=\"Save $510\" data-imagegroup=\"{"alt":"Roborock Q7 Max+","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Roborock\u002FZDNET","imageData":{"id":"12781bbd-4618-4998-9a33-8e7e70fd2fdf","title":"Roborock Q7 Max+","filename":"ro.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F18\u002F12781bbd-4618-4998-9a33-8e7e70fd2fdf\u002Fro.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":792350,"width":1920,"height":1080,"dateCreated":{"date":"2024-11-18 18:00:13","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-11-18 18:00:28","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Roborock\u002FZDNET","alt":"Roborock Q7 Max+","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"12781bbd-4618-4998-9a33-8e7e70fd2fdf","imageAltText":"Roborock Q7 Max+","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Roborock\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"ro.jpg","imageDateCreated":"2024\u002F11\u002F18","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Roborock\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Max-Robot-Vacuum-Self-Emptying\u002Fdp\u002FB09NNFNWZ9?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Max-Robot-Vacuum-Self-Emptying\u002Fdp\u002FB09NNFNWZ9","url":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Max-Robot-Vacuum-Self-Emptying\u002Fdp\u002FB09NNFNWZ9?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"ab4d6d67-8bed-4c0a-9811-b832b0da885c\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $299\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $530\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EIf you're like me and love the idea of your floors being cleaned by someone or&nbsp;\u003Cem\u003Esomething\u003C\u002Fem\u003E&nbsp;else, you can't go wrong with this deal. The Roomba j5 is a robot vacuum that intelligently maps and navigates your home, avoiding obstacles like cords and pet waste.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Froomba-combo-j7-plus-review\u002F"\u003ERoomba Combo J7+ review: A 2-in-1 robot vacuum done (almost) right\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\" data-hed=\"iRobot Roomba Combo j5\" data-superlative=\"Save $231\" data-imagegroup=\"{"alt":"iRobot Roomba Combo j5","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"iRobot\u002FZDNET","imageData":{"id":"8087767c-30e6-4696-ad90-1edd6906f5b8","title":"iRobot Roomba Combo j5","filename":"j5.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F18\u002F8087767c-30e6-4696-ad90-1edd6906f5b8\u002Fj5.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":790682,"width":1920,"height":1080,"dateCreated":{"date":"2024-11-18 18:03:04","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-11-18 18:03:12","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"iRobot\u002FZDNET","alt":"iRobot Roomba Combo j5","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"8087767c-30e6-4696-ad90-1edd6906f5b8","imageAltText":"iRobot Roomba Combo j5","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"iRobot\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"j5.jpg","imageDateCreated":"2024\u002F11\u002F18","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"iRobot\u002FZDNET\" data-techobjectinfo=\"{"uuid":"3208878b-b2e7-47a0-b9c4-fc21c3eec96b","slug":"irobot-roomba-combo-j5-robot-vacuum-and-mop-graphite","name":"iRobot Roomba Combo j5 Robot Vacuum and Mop - Graphite","productType":"PRODUCT","updateType":"AUTOPID","mod":1732300603249,"displayDate":"Fri Nov 22 2024 13:36:43 GMT-0500 (Eastern Standard Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Wi-Fi-Connected-Vacuum\u002Fdp\u002FB0C414DZPN?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Wi-Fi-Connected-Vacuum\u002Fdp\u002FB0C414DZPN","url":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Wi-Fi-Connected-Vacuum\u002Fdp\u002FB0C414DZPN?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EBest Black Friday iRobot robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6fbb39c0-fe99-4a2a-8de5-3768ce1298fb\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Robot-Vacuum\u002Fdp\u002FB094NYHTMF\" data-link-shortcode-text=\"iRobot Roomba j7+ robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $359 (save $441 at Amazon): This discount on \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Firobot-roomba-j7-review\u002F\" target=\"_blank\"\u003Ea self-emptying Roomba\u003C\u002Fa\u003E powered by RobotOS is a deal you can't miss. You can also get the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6d9c45e6-71b5-4c30-ba0a-8bc9e421ff70\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot%C2%AE-Roomba-ComboTM-Self-Emptying-Vacuum\u002Fdp\u002FB0BCH3J9RD\" data-link-shortcode-text=\"Roomba Combo j7+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E variation, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Froomba-combo-j7-plus-review\u002F\" target=\"_blank\"\u003Ewith a fully retractable mop pad\u003C\u002Fa\u003E, at 18% off for $899.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"568e5b0f-524d-4607-badf-fc88b6f38910\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Essential-Robot-AutoEmpty\u002Fdp\u002FB0D1H6DWGC\" data-link-shortcode-text=\"iRobot Roomba® Vac 2 Essential robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $250 (save $150 at Amazon): This is an introductory offer on iRobot's brand new entry-level robot vacuum, featuring the AutoEmpty dock, for self-emptying.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"f7b823ad-4b0f-4f1a-9e40-428d8b097a56\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Combo-Robot-Identifies\u002Fdp\u002FB0C414DZPN\" data-link-shortcode-text=\"iRobot Roomba Combo j5 robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $299 (save $231 at Amazon): The Roomba Combo j5 is built for everyday vacuuming with occasional mopping.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6d3c07c1-748d-4a0a-9235-be8b7330a43a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX\" data-link-shortcode-text=\"iRobot Roomba Combo j9+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,000 (save $600): The flagship Roomba j9+ features powerful suction and a self-emptying dustbin, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22perfect%20for%20pet%20owners%22%7D\"\u003Eperfect for pet owners\u003C\u002Fa\u003E.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EBest Black Friday Roborock robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"43917edc-e609-4d94-ab1c-16ae3f3df21a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FPro-Ultra-Self-Washing-Self-Refilling-Self-Emptying\u002Fdp\u002FB0BVB5PTDK\" data-link-shortcode-text=\"Roborock S8 Pro Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,100 (save $500 at Amazon): The all-in-one S8 Pro Ultra features 6,000Pa of suction power, a self-emptying dustbin, and self-washing mop pads. \u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"5652a11b-3ee7-4a7b-9c3b-88ae4d4b5dbf\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FRoborock-Q7-Max-Navigation-Multi-Level\u002Fdp\u002FB09NM5JQ94\" data-link-shortcode-text=\"Roborock Q7 Max robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $200 (save $360): At 60% off, this is one of the best discounts on a Roborock through Black Friday.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"b173ede4-8930-4816-a1d7-51a8e2e1f6b9\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-S8-Self-Empty-Ultrasonic-Detection\u002Fdp\u002FB0BVB45FHV\" data-link-shortcode-text=\"Roborock S8+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $620 (save $380 at Amazon): The Roborock S8+ features 6,000Pa of suction power, a self-emptying dustbin, and the company's Sonic Mop system.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"f8eae431-aad4-4b4f-b9b8-0e76d00f6571\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-Flexi-FlatReach-Self-Cleaning-Long-Lasting\u002Fdp\u002FB0CTZYKK7V\" data-link-shortcode-text=\"Roborock Flexi Lite wet\u002Fdry vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $180 (save $220 at Amazon): This outstanding wet\u002Fdry vacuum and mop lets you tackle wet and dry messes in one fell swoop. \u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EBest Black Friday Shark robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"dff4490e-a580-4a8c-98e8-2b2ee541f558\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-AV2501S-Self-Empty-Navigation-UltraClean\u002Fdp\u002FB09H8CWFNK\" data-link-shortcode-text=\"Shark AV2501S AI Ultra robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $250 (save $300 at Amazon): This bagless, self-emptying vacuum cleaner can hold up to 30 days' worth of debris and pet hair.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"b567c229-009d-42e4-9aa0-0a5d606137ef\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-PowerDetect-Self-Emptying-Technologies-AV2800ZE\u002Fdp\u002FB0DCPX2M8N\" data-link-shortcode-text=\"Shark PowerDetect NeverTouch Pro robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $700 (save $500 at Amazon): This is Shark's flagship robot vacuum and mop, with a water tank that lasts up to 30 days without refilling and up to 60 days self-emptying bagless capacity.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"9585a37d-5ce4-45b6-98fc-238d2fa4fbf9\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-Self-Emptying-Self-Refilling-Technologies-RV2820YE\u002Fdp\u002FB0DDYZ4VK4\" data-link-shortcode-text=\"Shark PowerDetect NeverTouch robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $550 (save $350 at Amazon): This robot vacuum's bagless design ensures you don't have to buy new dustbags to replace and can dump the contents in the trash.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"8dabc5d9-0880-4287-9fa3-987510999adb\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-Mopping-CleanEdge-Technology-AV2610WA\u002Fdp\u002FB0B89C8H4Q\" data-link-shortcode-text=\"Shark AV2610WA robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $350 (save $350 at Amazon): You can forget about handling dust yourself, as this Shark can hold up to two months' worth of debris.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EBest Black Friday Eufy robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"a601b6ad-e787-469d-ac50-685535ea1516\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Super-Thin-Super-Strong-Self-Charging-Medium-Pile\u002Fdp\u002FB07R295MLS\" data-link-shortcode-text=\"Eufy 11S Max robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $130 (save $120 at Amazon): This is my pick for the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F\" target=\"_blank\"\u003Ebest budget-friendly \u003C\u002Fa\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F#link={\" target=\"_blank\"\u003Erobot vacuum for pet hair\u003C\u002Fa\u003E right now. It has strong suction and carpet boost technology.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"9850ecca-d54f-4a1e-be5c-55bbeb326b23\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?th=1\" data-link-shortcode-text=\"Eufy X8 Pro robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $350 (save $300 at Amazon): The Eufy X8 Pro twin-turbine robot vacuum \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-eufy-twin-turbine-robot-vacuum-is-a-steal-at-360-through-labor-day\u002F\" target=\"_blank\"\u003Eis perfect for pet owners\u003C\u002Fa\u003E, especially those with mostly carpets.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"3dd96f78-3961-4712-94ab-358dfe18f18a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-RoboVac-Self-Emptying-Dynamic-Navigation\u002Fdp\u002FB07RHZ6CVX\" data-link-shortcode-text=\"Eufy G30 robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $140 (save $179 at Amazon): For $140, you can buy a robot vacuum with reliable navigation, checking one more task off your cleaning to-do list for its lowest price ever.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"bf578d3d-3fd6-40ae-97f1-5ae7f80a9cd0\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Station-Detangling-Technology-Cleaning\u002Fdp\u002FB0CDB831GV\" data-link-shortcode-text=\"Eufy L60 robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $280 (save $120 at Amazon): This highly rated Eufy robot vacuum has a self-emptying station that holds up to 60 days' worth of dust and debris.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c8c8f5ee-771b-444c-b4cc-6e719a55a9a9\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Connected-Super-Thin-Self-Charging-Medium-Pile\u002Fdp\u002FB07RGDFZ5Q\" data-link-shortcode-text=\"Eufy RoboVac 15C MAX robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $120 (save $160 at Amazon): This entry-level robot vacuum is great for hard floors, apartments, and small areas, and it's currently 57% off. \u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EFAQs\u003C\u002Fh2\u003E\u003Ch3\u003EWhen is Black Friday?\u003C\u002Fh3\u003E\u003Cp\u003EBlack Friday is a big shopping event that occurs each year on the day after Thanksgiving. This year, it falls on Nov. 29.\u003C\u002Fp\u003E\u003Cp\u003ESince Thanksgiving is always on a Thursday, many people are off through the weekend, so retailers have capitalized on this day, the last national holiday before Christmas. This makes Black Friday a great chance to finish checking off your holiday shopping list.\u003C\u002Fp\u003E\u003Ch3\u003EWhen is Cyber Monday?\u003C\u002Fh3\u003E\u003Cp\u003ECyber Monday happens on the Monday following the Thanksgiving holiday. This year, Cyber Monday falls on Dec. 2. \u003C\u002Fp\u003E\u003Ch3\u003EAre robot vacuum deals really better on Black Friday?\u003C\u002Fh3\u003E\u003Cp\u003ERobot vacuums are cheaper during big shopping events like Black Friday, Cyber Monday, and Amazon Prime Day. The fact that Black Friday is one of the last major shopping events of the year results in some retailers giving big discounts on the current product stock in preparation for new devices launching in the new year.\u003C\u002Fp\u003E\u003Ch3\u003EWhat's the difference between Black Friday and Cyber Monday?\u003C\u002Fh3\u003E\u003Cp\u003EThough there are many online deals, Black Friday has been historically a mostly in-person shopping event where people visit a brick-and-mortar store. With most big box stores featuring an online store, Black Friday online shopping has become as common as Amazon Prime Day shopping. Cyber Monday began and remains an online shopping event for online stores to capitalize on customers who may have missed a Black Friday deal and can shop from home or work on Monday.\u003C\u002Fp\u003E\u003Ch3\u003EHow did we choose these Black Friday deals?\u003C\u002Fh3\u003E\u003Cp\u003EAs a robot vacuum tester at ZDNET, I've become familiar with these devices' unique features and tested different models in every price range. This experience has made me realize that the robot vacuum market is saturated with competition. It also helps me discern which robot vacuums are worth their retail price and when a discount is a good deal.\u003C\u002Fp\u003E\u003Cp\u003EI check robot vacuum deals often, always choosing the ones that deliver the most features for the least money. Using our expertise and different tools to track deals, we can determine when a deal is worth it and ensure we only cover those. This list of deals will be updated as new deals appear and others sell out.\u003C\u002Fp\u003E\u003Ch3\u003EWhere can you shop the best Black Friday and Cyber Monday deals? \u003C\u002Fh3\u003E\u003Cp\u003EWhile retailers hold store-specific shopping events throughout the year, like Amazon with Prime Day, you can expect Black Friday and Cyber Monday deals to appear everywhere. This includes your local businesses and big box stores. Black Friday is a huge shopping event, both in-person and online, with stores like Walmart, Best Buy, Amazon, Target, Costco, and more offering eye-popping discounts on different products.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"83511191-1b07-4c24-92ec-d985f062f58c\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F83511191-1b07-4c24-92ec-d985f062f58c\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-23 00:45:13",timezone:"UTC",updated:c,published:c},description:"As a robot vacuum reviewer, I'm always looking for great deals, and I've found some of the best robot vacuum deals you can shop through Black Friday.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"79f34584-a1f8-4c03-8075-43836ef940ab",image:{id:"021defbd-d94c-49fd-9946-d4ccf9ca535b",filename:"robovac1.jpg",dateCreated:{created:c,date:"2024-11-16 00:02:21",timezone:"UTC",updated:c,published:c},alt:"Robot vacuum deals Black Friday Cyber Monday",credits:"Maria Diaz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F16\u002F021defbd-d94c-49fd-9946-d4ccf9ca535b\u002Frobovac1.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"deals-roundup",hubTopicPathString:"Home & Office^Kitchen & Household^Robot vacuums",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"best-black-friday-robot-vacuum-deals-2024",startYear:c,summary:b,title:"The best Black Friday robot vacuum deals 2024: Sales available now",topic:{id:"adea933c-2b45-4d23-8c0e-a75e69518d9e",slug:"robot-vacuums",name:"Robot vacuums",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"adea933c-2b45-4d23-8c0e-a75e69518d9e",slug:"robot-vacuums",name:"Robot vacuums",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"35466bd1-f8e5-4cca-9c22-561ce4c0af03",slug:"smart-home",name:"Smart Home",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9841d7c0-1be2-42d4-963b-3d0c080290bc",slug:"tech",name:"Tech",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"a4c60cb0-1265-4fd2-bbc6-960ba1bca457",username:"abeaty",profileUrl:c,email:c,firstName:"Artie",lastName:"Beaty",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"e162cc7e-cfeb-49ed-8d5a-d98d162d327e",filename:"artie.jpg",dateCreated:{created:c,date:"2023-06-08 15:26:03",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F06\u002F08\u002Fe162cc7e-cfeb-49ed-8d5a-d98d162d327e\u002Fartie.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Artie Beaty is a freelance writer, based just outside Charlotte, with a passion for smart home tech and tech news. He has a bachelor's in journalism from UNC Charlotte and has been writing for over 15 years. On the weekends you'll find him leading haunted ghost tours of uptown Charlotte.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"c83185c6-071f-492e-bc21-cc972ac5edb5\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"PM Images\u002FGetty Images\" data-image-alt-text=\"gettyimages-1551195670\" data-image-filename=\"gettyimages-1551195670.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-crop=\"2050x1151+0+217\" data-image-width=\"2050\" data-image-height=\"1462\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIf you've been interested in upgrading your AI experience with one of the available paid subscriptions, pay attention because here's your chance to score a free year of \u003Ca href=\"https:\u002F\u002Fwww.perplexity.ai\u002Fhub\u002Ffaq\u002Fwhat-is-perplexity-pro\" target=\"_blank\"\u003EPerplexity Pro\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EPerplexity is a free AI chatbot and internet search tool that operates like \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003Eother AI chatbots\u003C\u002Fa\u003E. ZDNET senior contributing editor Steven Vaughan-Nichols called it his \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F5-reasons-why-i-prefer-perplexity-over-every-other-ai-chatbot\u002F\"\u003Efavorite chatbot\u003C\u002Fa\u003E, beating out \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\"\u003EChatGPT\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-microsoft-copilot-heres-everything-you-need-to-know\u002F\"\u003ECopilot\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fis-perplexity-pro-worth-the-subscription-this-free-shipping-perk-just-might-convince-me\u002F\"\u003EPerplexity launches an AI-powered shopping assistant - and it even gets you free shipping\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EPerplexity Pro gives you several advantages over a free account. These include increased usage of Pro Search, which breaks down queries with multi-step reasoning and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-put-the-free-version-of-perplexity-ai-through-my-coding-tests-heres-what-happened\u002F\" target=\"_blank\"\u003Eprogramming\u003C\u002Fa\u003E; the option to choose which AI model you want to use; file analysis, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-new-perplexity-ai-feature-can-create-reports-for-you-from-a-single-prompt\u002F\" target=\"_blank\"\u003Ewhich lets you upload documents for summaries or insights\u003C\u002Fa\u003E; multimodal capabilities, where you can capture a picture or screenshot and asking questions about it; and image generation from Access Playground v3, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-most-advanced-text-to-image-model-dalle-3-is-rolling-out-in-beta-now\u002F\"\u003EOpenAI DALL-E 3\u003C\u002Fa\u003E, Flux, and Stable Diffusion XL.\u003C\u002Fp\u003E\u003Cp\u003EUsually, the service costs $20 a month or $200 a year, but there are currently several ways to get a free subscription. Here's what you need to know. \u003C\u002Fp\u003E\u003Ch2\u003E1. Free Perplexity Pro for Xfinity customers\u003C\u002Fh2\u003E\u003Cp\u003EXfinity has a customer rewards program that's free to join. The rewards range from movie ticket discounts to savings on theme parks and sporting events. A few months ago, Perplexity announced a partnership with Xfinity to offer a free year subscription of Perplexity Pro to Xfinity customers. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-put-the-free-version-of-perplexity-ai-through-my-coding-tests-heres-what-happened\u002F\"\u003EI put the free version of Perplexity.ai through my coding tests - here's what happened\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHere's how to claim your free Perplexity Pro subscription:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ELog in to your account at \u003Ca href=\"http:\u002F\u002Fwww.xfinity.com\u002Frewards\"\u003Ewww.xfinity.com\u002Frewards\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003EFind your unique code\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003EUse that code at \u003Ca href=\"https:\u002F\u002Fwww.perplexity.ai\u002Fjoin\u002Fp\u002Fxfinity\"\u003Ehttps:\u002F\u002Fwww.perplexity.ai\u002Fjoin\u002Fp\u002Fxfinity\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EFree Perplexity Pro for eligible college students\u003C\u002Fh2\u003E\u003Cp\u003EEarlier this year, Perplexity \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcollege-students-can-get-free-month-of-perplexity-pro-possibly-a-free-year-for-their-whole-campus\u002F\"\u003Eran a competition\u003C\u002Fa\u003E in which any college student with an .edu email address could claim a free month of Perplexity Pro. If more than 500 students from the same campus signed up, the entire campus got a free year of Perplexity Pro. Forty-five schools reached that mark, including Arizona State University, the University of California, Berkeley, New York University, and the University of Southern California. You can \u003Ca href=\"https:\u002F\u002Fwww.perplexity.ai\u002Fbacktoschool\"\u003Efind the complete list here\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fperplexity-ais-new-tool-makes-researching-the-stock-market-delightful-heres-how\u002F\"\u003EPerplexity AI's new tool makes researching the stock market 'delightful'. Here's how\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you're a student at one of the universities on the list, all you have to do is enter your student email address to claim your free year. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 20:50:00",timezone:"UTC",updated:c,published:c},description:"You can get free access to this top AI chatbot if you fall into one of two categories.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"0c5a05c5-777f-4b99-8239-2ab5fce80dd6",image:{id:"eacf6992-5890-453d-9334-ecc440027002",filename:"gettyimages-1551195670.jpg",dateCreated:{created:c,date:"2024-11-22 14:59:26",timezone:"UTC",updated:c,published:c},alt:"abstract",credits:"PM Images\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002Feacf6992-5890-453d-9334-ecc440027002\u002Fgettyimages-1551195670.jpg",cropGravity:o,crop:"2050x1151+0+221",typeName:"content_image",imageUrl:c,width:2050,height:1462,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"two-free-ways-to-get-a-perplexity-pro-subscription-for-one-year",startYear:c,summary:b,title:"Two free ways to get a Perplexity Pro subscription for one year",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"3edc0faa-226b-4980-9b4a-f614df49135d",username:"tiernan1",profileUrl:c,email:c,firstName:"Tiernan",lastName:"Ray",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"c2f70f95-253a-47e8-969f-8313ff044e89",filename:"tiernan-ray.jpg",dateCreated:{created:c,date:"2022-08-05 17:33:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fc2f70f95-253a-47e8-969f-8313ff044e89\u002Ftiernan-ray.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Tiernan Ray has been covering technology and business for 28 years. He was most recently technology editor for Barron's where he wrote daily market coverage for the Tech Trader blog and wrote the weekly print column of that name. He has also worked for Bloomberg and SmartMoney, and for the prestigious ComputerLetter newsletter covering venture capital investments in tech. His work has been published in the New York Times, Fortune magazine, and CNN Money. He is a graduate of Princeton University and a native of New York City.",profile:c,title:"Senior Contributing Writer",bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"c5703f13-2501-40db-92c4-dbc565b2987d\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EBloomberg's Anurag Rana [left] talks with Anthropic's Michael Gerstenhaber [center] and Scale AI's Vijay Karunamurthy, during Bloomberg Intelligence's conference on "Gen AI: Can it deliver on the productivity promise?"\u003C\u002Fp\u003E\" data-image-credit=\"Bloomberg, courtesy of Craig Warga\" data-image-alt-text=\"bloomberg-intelligence-gen-ai-event-112024-2-smaller\" data-image-filename=\"bloomberg-intelligence-gen-ai-event-112024-2-smaller.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"8256\" data-image-height=\"5504\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ELarge language models and other forms of generative artificial intelligence are improving steadily at \"self-correction,\" opening up the possibilities for new kinds of work they can do, including \"\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fautonomous-agentic-ai-can-shake-up-workflows-and-businesses-should-prepare-now\u002F\" target=\"_blank\"\u003Eagentic AI\u003C\u002Fa\u003E,\" according to the vice president of Anthropic, a leading vendor of AI models.\u003C\u002Fp\u003E\u003Cp\u003E\"It's getting very good at self-correction, self-reasoning,\" said Michael Gerstenhaber, head of API technologies at Anthropic, which makes the Claude family of LLMs that compete with OpenAI's GPT. \u003C\u002Fp\u003E\u003Cp\u003E\"Every couple of months we've come out with a new model that has extended what LLMs can do,\" said Gerstenhaber during an interview Wednesday in New York with Bloomberg Intelligence's Anurag Rana. \"The most interesting thing about this industry is that new use cases are unlocked with every model revision.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fanthropics-latest-ai-model-can-use-a-computer-just-like-you-mistakes-and-all\u002F\"\u003E\u003Cstrong\u003EAnthropic's latest AI model can use a computer just like you - mistakes and all\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe most recent models include task planning, such as how to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fanthropics-latest-ai-model-can-use-a-computer-just-like-you-mistakes-and-all\u002F\"\u003Ecarry out tasks on a computer as a person would\u003C\u002Fa\u003E; for example, ordering pizza online. \u003C\u002Fp\u003E\u003Cp\u003E\"Planning interstitial steps is something that wasn't possible yesterday that is possible today,\" said Gerstenhaber of such step-by-step task completion.\u003C\u002Fp\u003E\u003Cp\u003EThe discussion, which also included Vijay Karunamurthy, chief technologist of AI startup Scale AI, was part of a daylong conference hosted by Bloomberg Intelligence to explore the topic, \"\u003Ca href=\"https:\u002F\u002Fbbgevent.app\u002Fgen-ai-productivity\u002F\"\u003EGen AI: Can it deliver on the productivity promise?\"\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EGerstenhaber's remarks fly in the face of arguments from AI skeptics that Gen AI, and the rest of AI more broadly, is \"hitting a wall,\" meaning that the return from each new model generation is getting less and less. \u003C\u002Fp\u003E\u003Cp\u003EAI scholar Gary Marcus \u003Ca href=\"https:\u002F\u002Fnautil.us\u002Fdeep-learning-is-hitting-a-wall-238440\u002F\"\u003Ewarned in 2022\u003C\u002Fa\u003E that simply making AI models with more and more parameters would not yield improvements equal to the increase in size. Marcus has \u003Ca href=\"https:\u002F\u002Fsubstack.com\u002Fhome\u002Fpost\u002Fp-151327129\"\u003Econtinued to reiterate that warning\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EAnthropic, said Gerstenhaber, has been pushing at what can be measured by current AI benchmarks. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fanthropic-brings-tool-use-for-claude-out-of-beta-promising-sophisticated-assistants\u002F\"\u003E\u003Cstrong\u003EAnthropic brings Tool Use for Claude out of beta, promising sophisticated assistants\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"Even if it looks like it's tapering off in some ways, that's because we're enabling entirely new classes [of functionality], but we've saturated the benchmarks, and the ability to do older tasks,\" said Gerstenhaber. In other words, it gets harder to measure what current Gen AI models can do.\u003C\u002Fp\u003E\u003Cp\u003EBoth Gerstenhaber and Scale AI's Karunamurthy made the case that \"scaling\" Gen AI -- making AI models bigger -- is helping to advance such self-correcting neural networks. \u003C\u002Fp\u003E\u003Cp\u003E\"We are definitely seeing more and more scaling of the intelligence,\" said Gerstenhaber. \"One of the reasons we don't necessarily think that we're hitting a wall with planning and reasoning is that we're just learning right now what are the ways in which planning and reasoning tasks need to be structured so that the models can adapt to a wide variety of new environments they haven't tried to pass.\"\u003C\u002Fp\u003E\u003Cp\u003E\"We're very much in the early days,\" said Gerstenhaber. \"We're learning from application developers what they're trying to do, and what it [the language model] does poorly, and we can integrate that into the LM.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots: ChatGPT, Copilot, and worthy alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESome of that discovery, said Gerstenhaber, has to do with the speed of fundamental research at Anthropic. However, some of it has to do with learning by hearing \"what industry is telling us they need from us, and our ability to adapt to that -- we are very much learning in real time.\"\u003C\u002Fp\u003E\u003Cp\u003ECustomers tend to start with big models and then sometimes down-size to simpler AI models to fit a purpose, said Scale AI's Karunamurthy. \"It's very clear that first they think about whether or not an AI is intelligent enough to do a test well at all, then, whether it's fast enough to meet their needs in the application and then as cheap as possible.\"\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 20:48:46",timezone:"UTC",updated:c,published:c},description:"As their self-correction and self-reasoning improve, the latest LLMs find new capabilities at a rate that makes it harder to measure everything they can do.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"36cf6aad-ef10-44b1-ba20-37941726c3dd",image:{id:"82888018-5c41-43ac-9a8f-6c90b973222c",filename:"aicolorburtsgettyimages-1335440556.jpg",dateCreated:{created:c,date:"2024-11-22 18:56:37",timezone:"UTC",updated:c,published:c},alt:"aicolorburtsgettyimages-1335440556",credits:"oxygen\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F82888018-5c41-43ac-9a8f-6c90b973222c\u002Faicolorburtsgettyimages-1335440556.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2048,height:1463,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"ai-isnt-hitting-a-wall-its-just-getting-too-smart-for-benchmarks-says-anthropic",startYear:c,summary:b,title:"AI isn't hitting a wall, it's just getting too smart for benchmarks, says Anthropic",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"57b89c3b-5b67-4357-bd53-58c9f516a044",slug:"business",name:"Business",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"5d68ddc2-d682-11e4-9a74-d4ae52e95e57",slug:"developer",name:"Developer",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d}],componentLabel:c,description:c,filters:c,paging:c,slug:"dynamic-topic-listing-right-rail-basic-latest",title:"Latest",label:c,viewMoreText:c,viewMoreUrl:c,relatedItems:c},{id:"2ffa34dd-efe5-440b-bcdf-7eae560bba29",meta:{componentName:"2ffa34dd-efe5-440b-bcdf-7eae560bba29",componentDisplayName:c,componentType:"ContentList"},metadata:{},links:{self:{href:"https:\u002F\u002Fbender.cnetstatic.com\u002Fapi\u002Fneutron\u002Fcomponents\u002Fzdnet\u002Flisting\u002Fdynamic_listing\u002F2ffa34dd-efe5-440b-bcdf-7eae560bba29\u002Fweb?searchBy=id&topicSlug=artificial-intelligence&componentType=ContentList&componentName=2ffa34dd-efe5-440b-bcdf-7eae560bba29"}},items:[{author:{id:"a0de22ce-dbed-419b-9a97-562689032701",username:"kwan2035",profileUrl:c,email:c,firstName:"Kerry",lastName:"Wan",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"4cc4d03e-eeaf-4b0c-bb8a-63d34de6cc51",filename:"1549928918804.jpg",dateCreated:{created:c,date:"2022-06-03 20:04:44",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F06\u002F03\u002F4cc4d03e-eeaf-4b0c-bb8a-63d34de6cc51\u002F1549928918804.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Kerry serves as Senior Reviews Editor of ZDNET and is based in New York City. He reviews the latest consumer gadgets and shares advice to make the most out of them. When Kerry isn't drooling over the next best thing, he's probably being let down by the Los Angeles Lakers.",profile:c,title:"Senior Reviews Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"7fc5d002-00e5-4f7d-b662-bfd2af06002a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Kerry Wan\u002FZDNET\" data-image-alt-text=\"Ray-Ban Smart Glasses designs\" data-image-filename=\"ray-ban-smart-glasses-in-hand.jpg\" data-image-date-created=\"2023\u002F09\u002F26\" data-image-width=\"4240\" data-image-height=\"2384\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI don't think anyone -- not even Meta -- expected last year's \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"7293a45d-d751-46c8-bb07-ce4fe26c08d1\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Sunglasses-Wayfarer-Polarized-Gradient\u002Fdp\u002FB0D9BTQ3VB\u002F\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Sunglasses-Wayfarer-Polarized-Gradient\u002Fdp\u002FB0D9BSBDXG\u002F?tag=zdnet-buy-button-20\" data-link-shortcode-text=\"Ray-Ban smart glasses\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E to be as big of a hit as they have been. However, baking a slew of useful features into a widely accepted form factor has made them one of the most successful tech gadgets in recent years. Since \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-ray-ban-smart-glasses-review\u002F\" target=\"_blank\"\u003Ereviewing them\u003C\u002Fa\u003E a year ago, I still wear mine whenever I work, travel, and go out for walks.\u003C\u002Fp\u003E\u003Cp\u003EThat's why I'm spotlighting one of the most competitive offers on the smart glasses yet, with both \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"71c71125-7e6d-480d-a443-309afd5afc3e\" data-raw-url=\"https:\u002F\u002Fwww.ray-ban.com\u002Fusa\u002Fray-ban-meta-smart-glasses\" data-link-shortcode-text=\"Meta\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E and \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"0de593aa-cd22-4934-a4b5-dc18d6e0f4e5\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXX2HG5?\" data-link-shortcode-text=\"major retailers\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E selling the wearable for 20% off, bringing the starting price down to just $239. The best part? The discount applies to every frame and style, including Wayfarer, Skyler, and Headliner.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"710ffd8f-b930-4dfd-913a-0f9bd7bf289e\" data-edition=\"us\" data-hed=\"Meta Ray-Ban smart glasses for as low as $239 (save $60)\" data-imagegroup=\"{"alt":"","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"9c2ee670-80e2-4660-a779-8a851b839231","filename":"dsc00014.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F10\u002F17\u002F9c2ee670-80e2-4660-a779-8a851b839231\u002Fdsc00014.jpg","dateCreated":{"date":"2023-10-17 01:07:28","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"9c2ee670-80e2-4660-a779-8a851b839231","imageFilename":"dsc00014.jpg","imageDateCreated":"2023\u002F10\u002F17"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXX2HG5?\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXX2HG5?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{"uuid":"dc9c0a60-ac98-44b7-8c8b-12b826ea9d4e","slug":"meta-ray-ban-wayfarer-standard-smart-glasses-shiny-black-g15-green","name":"Meta Ray-Ban Wayfarer (Standard) Smart Glasses - Shiny Black, G15 Green","productType":"SERIES","updateType":"AUTOPID","mod":1732218184601,"displayDate":"Thu Nov 21 2024 14:43:04 GMT-0500 (Eastern Standard Time)"}\" data-usemonetization=\"true\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI won't get into the nitty-gritty of the Meta Ray-Bans, but their core features include a 12-megapixel ultra-wide lens for capturing photos and videos, Bluetooth audio playing, and Meta AI for conversing and asking questions. I've found the camera capability ideal for when I'm recording footage of me testing and demoing products at briefings, conventions, and trade shows. It's also handy when driving, and I want a shot of my scenic views.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-ray-ban-smart-glasses-review\u002F\"\u003EMeta Ray-Ban Smart Glasses: The best AI-powered glasses to buy right now\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESince publishing my review, Meta has rolled out \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fnew-meta-ray-ban-ai-features-roll-out-making-the-smart-glasses-even-more-tempting\u002F#link={\" target=\"_blank\"\u003Eseveral updates\u003C\u002Fa\u003E to the glasses that have made them even more worth the investment. These include recording up to three minutes (instead of one minute), remembering things for you thanks to its multimodal AI, and even translating conversations (though it's limited to Spanish for now). There are more features to come, of course.\u003C\u002Fp\u003E\u003Cp\u003ENotably, this Black Friday offer applies to every frame and style of the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"4a552f7f-9daa-4110-b55b-f53ee5e64f37\" data-raw-url=\"https:\u002F\u002Fwww.ray-ban.com\u002Fusa\u002Fray-ban-meta-smart-glasses\" data-link-shortcode-text=\"Meta Ray-Bans\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E except for one: the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-metas-transparent-ray-ban-smart-glasses-and-theyre-a-near-perfect-accessory-for-me\u002F\" target=\"_blank\"\u003Elimited-edition release from October\u003C\u002Fa\u003E. But for just about everything else, you can pick up a pair, including with transition lenses and prescriptions, for 20% off, the best deal I've seen for the wearables yet. You'll want to act fast, as the offer will run while supplies last. When in doubt, check listings from major retailers like \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"5099e7d0-87ec-4ead-8a2e-39dd35735431\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXYVQ1P\" data-link-shortcode-text=\"Amazon\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E and \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"baf5aafc-e742-4584-a916-549fd323615a\" data-raw-url=\"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fray-ban-meta-wayfarer-smart-glasses-with-meta-ai-audio-photo-video-compatibility-green-lenses-shiny-black\u002F6560291.p?skuId=6560291\" data-link-shortcode-text=\"Best Buy\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E if your preferred design is no longer available on the Ray-Ban website.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8d3819ee-dff8-4382-bb9f-7678d1238ad8\" data-edition=\"us\" data-description=\"\u003Cp\u003EDeals are subject to sell out or expire at any time, though ZDNET remains committed to finding, sharing, and updating the best product deals for you to score the best savings. Considering this offer is for a refurbished product, inventory is even more important than timing, so keep an eye out for the stock of the model that interests you the most.\u003C\u002Fp\u003E\u003Cp\u003EOur team of experts regularly checks in on the deals we share to ensure they are still live and obtainable. We're sorry if you've missed out on this deal, but don't fret -- we're constantly finding new chances to save and sharing them with you at&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002F"\u003EZDNET.com\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\" data-hed=\"When will this deal expire?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"3aa16d16-8ccd-4f94-b2cc-91f3af21b2ff\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F3aa16d16-8ccd-4f94-b2cc-91f3af21b2ff\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-23 13:30:16",timezone:"UTC",updated:c,published:c},description:"Consistent feature updates and a rare discount make the Meta Ray-Ban smart glasses a fantastic buy going into the holiday season.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"70101543-217e-4ece-ab31-b446c1518a89",image:{id:"7fc5d002-00e5-4f7d-b662-bfd2af06002a",filename:"ray-ban-smart-glasses-in-hand.jpg",dateCreated:{created:c,date:"2023-09-26 13:48:39",timezone:"UTC",updated:c,published:c},alt:"prioritize-hands-on-images",credits:"Don't forget credit\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F09\u002F26\u002F7fc5d002-00e5-4f7d-b662-bfd2af06002a\u002Fray-ban-smart-glasses-in-hand.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:4240,height:2384,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"deals",hubTopicPathString:"Tech^Wearables^Smart Glasses",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"you-can-buy-meta-ray-ban-smart-glasses-for-20-off-this-black-friday-how-the-deal-works",startYear:c,summary:b,title:"You can buy Meta Ray-Ban smart glasses for 20% off this Black Friday - how the deal works",topic:{id:"4010a147-6392-43c9-84ea-5ff86c70e201",slug:"smart-glasses",name:"Smart Glasses",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"4010a147-6392-43c9-84ea-5ff86c70e201",slug:"smart-glasses",name:"Smart Glasses",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"91a4cdc7-83f0-4ac1-9561-628db15e2c76",slug:"smart-office",name:"Smart Office",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"eca19898-12cf-4e3a-bca9-73b9d72c405c",slug:"wearables",name:"Wearables",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"e2878d90-97ee-4fd3-bf18-232676aa9874\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Getty Images\u002FMalte Mueller\" data-image-alt-text=\"People shaking hands illustration\" data-image-filename=\"gettyimages-1417702021.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2130\" data-image-height=\"1408\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAlthough a slide deck combines images, text, graphs, and creative layouts to convey a message, sometimes a topic can be better explained verbally. To combine visuals and audio elements into your presentation, you can insert a live stream of yourself talking into your Google Slides deck. \u003C\u002Fp\u003E\u003Cp\u003EWith the speaker spotlight tool, it's easy to insert a quick video of yourself into your presentation in a way that aesthetically matches your slide deck, as seen below. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"twitter_tweet\" data-size=\"medium\" data-float=\"none\" data-oembed=\"{"author_name":"Google Docs","author_url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Fgoogledocs","cache_age":"3153600000","height":null,"html":"\u003Cblockquote class=\\"twitter-tweet\\"\u003E\u003Cp lang=\\"en\\" dir=\\"ltr\\"\u003ELevel up your presentations with speaker spotlight in \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002Fhashtag\\\u002FGoogleSlides?src=hash&amp;ref_src=twsrc^tfw\\"\u003E#GoogleSlides\u003C\\\u002Fa\u003E! \\u2728 No more boring slides, now you can insert your beautiful face directly into your presentation. It&#39;s like a green screen, but way easier. \\ud83d\\udc49 \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FNunMVJqnOj\\"\u003Ehttps:\\\u002F\\\u002Ft.co\\\u002FNunMVJqnOj\u003C\\\u002Fa\u003E \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FhqTYUxgP9h\\"\u003Epic.twitter.com\\\u002FhqTYUxgP9h\u003C\\\u002Fa\u003E\u003C\\\u002Fp\u003E&mdash; Google Docs (@googledocs) \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002Fgoogledocs\\\u002Fstatus\\\u002F1859243303239139489?ref_src=twsrc^tfw\\"\u003ENovember 20, 2024\u003C\\\u002Fa\u003E\u003C\\\u002Fblockquote\u003E\\n\\n","provider_name":"Twitter","provider_url":"https:\\\u002F\\\u002Ftwitter.com","type":"rich","url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Fgoogledocs\\\u002Fstatus\\\u002F1859243303239139489","version":"1.0","width":550}\" data-url=\"https:\u002F\u002Ftwitter.com\u002Fgoogledocs\u002Fstatus\u002F1859243303239139489\" data-conversation=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe video feed streamed into the spotlight is live as you are presenting, but you can also record the presentation and then share it so that your colleagues, students, or peers have you verbally explain the slides and go through them. Sound too good to be true? Here's how to implement this quick feature. \u003C\u002Fp\u003E\u003Ch2\u003EHow to add a speaker spotlight in Google Slides\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8c9b8249-27ea-42e5-b1bb-5a1d647d3f0e\" data-edition=\"us\" data-description=\"\u003Cp\u003EFirst, you will want to visit your Google Slides application or \u003Ca href="https:\u002F\u002Fworkspace.google.com\u002Fproducts\u002Fslides\u002F" target="_blank"\u003Ewebsite\u003C\u002Fa\u003E and sign into your free Google account.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"1. Visit Google Slides\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b13275ba-9ba6-4de3-9cf0-89bbe0666aed\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Google Slides Screenshot\" data-image-filename=\"screenshot-2024-11-22-at-1-49-03pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"3456\" data-image-height=\"1718\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"bf744375-6ef5-4482-b48f-515da3722bdd\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou should create this presentation the same way you typically would. Once you sign in, select a template you like or click on the blank presentation option to build your own.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"2. Create a new presentation\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"5c8cfbae-740a-4c11-867c-fe4db25c8c65\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Google Slides Screenshot\" data-image-filename=\"screenshot-2024-11-22-at-12-49-59pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2866\" data-image-height=\"738\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"2454767e-faf0-4974-ae0c-c736604eb79f\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you have built your slide, go to the toolbar, and click the speaker spotlight icon that looks like a camera with a person in it, as seen below. This will allow you to add the speaker spotlight at the top of your screen. Click "Insert," and then, from the sidebar, click on the speaker spotlight shape that you want to add to the presentation.\u003C\u002Fp\u003E\u003Cp\u003EOnce you do all this, you will likely be asked to authorize Google Slides&nbsp;to access your camera and microphone unless you have previously given it this permission. All you have to do is click "allow" when the pop-up comes up.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"3. Add the spotlight\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"46922909-0721-4421-b5d7-e4fca53c3915\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Spotlight Speaker icon\" data-image-filename=\"screenshot-2024-11-22-at-1-54-35pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2168\" data-image-height=\"924\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"591f8fcf-4eaf-4239-81fc-c9f6a2b514b1\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext to the shape, there is an eye icon that, when clicked, allows you to preview what the slides will look like as you are presenting. Before seeing the preview, you will be shown a pop-up where you can click "use camera" to see what the presentation will look like.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"4. Preview what it looks like with you in it\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"998c450a-7193-4861-bd3c-8a75a5382b75\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Eye icon\" data-image-filename=\"screenshot-2024-11-22-at-1-55-52pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1548\" data-image-height=\"1040\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a11be20a-e99c-4098-957f-71635c09282f\" data-edition=\"us\" data-description=\"\u003Cp\u003EIn my opinion, the most helpful use case for this feature would be to share it with your colleagues so they can watch it asynchronously while still having the opportunity to watch you present. Luckily, you are able to do so with the "Rec" button, found in the top right corner of the toolbar.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EOnce you click on it, you can click "record a new video," which will bring you to a new page where you can click through your presentation, see yourself in the upper right-hand corner, and click Record to start. You can click through your slides, change your background, pause, and more. There is a 30-minute limit.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"5. Record (optional)\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d2088f98-bd85-4f33-9bba-392b8c6030d1\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Recording feature\" data-image-filename=\"screenshot-2024-11-22-at-1-57-28pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2824\" data-image-height=\"1678\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E\u003Cbr\u003E\u003C\u002Fh2\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-23 13:00:22",timezone:"UTC",updated:c,published:c},description:"Sometimes, the best way to explain something is verbally, and now you can a recording of yourself in your next Google Slides presentation.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"f9508960-5ee5-4ac3-88db-3fad1630b7a3",image:{id:"e2878d90-97ee-4fd3-bf18-232676aa9874",filename:"gettyimages-1417702021.jpg",dateCreated:{created:c,date:"2024-11-22 19:02:16",timezone:"UTC",updated:c,published:c},alt:"People shaking hands illustration",credits:"Getty Images\u002FMalte Mueller",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002Fe2878d90-97ee-4fd3-bf18-232676aa9874\u002Fgettyimages-1417702021.jpg",cropGravity:o,crop:"2130x1197+0+114",typeName:"content_image",imageUrl:c,width:2130,height:1408,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"you-can-add-a-video-of-yourself-speaking-in-google-slides-now-heres-how",startYear:c,summary:b,title:"You can add a video of yourself speaking in Google Slides now. Here's how",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EAs \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fearly-black-friday-2024-everything-you-need-to-know-about-holiday-shopping\u002F\" target=\"_blank\"\u003EBlack Friday and Cyber Monday\u003C\u002Fa\u003E approach, more deals on different devices are popping up. Robot vacuums are just one category seeing major pricing discounts in preparation for the year's biggest shopping event. ZDNET is gathering the best and most legitimate deals available right now, so you don't have to worry about wading through the madness that is deal hunting. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fbest-black-friday-deals-2024\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EThe best Black Friday deals live now\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-we-test-robot-vacuums\u002F\" target=\"_blank\"\u003EI test different types of robot vacuums daily\u003C\u002Fa\u003E and have grown exceedingly familiar with each brand's strengths and weaknesses and their price fluctuations. As a result, I've realized that this is the best time to buy that robot vacuum you've had your eye on all year or as a holiday gift for that family member who's always wanted one. Here are my picks for the best Black Friday robot vacuum deals.\u003C\u002Fp\u003E\u003Cspan data-shortcode=\"commercebutton\" data-id=\"20055aa8-4f1a-40b4-97f9-a5beb8ec2f7c\" data-button-text=\"Shop deals at Amazon\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002F\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002F?tag=zdnet-buy-button-20\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E\u003Ch2\u003EOur favorite robot vacuum deals for Black Friday 2024\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6fbb39c0-fe99-4a2a-8de5-3768ce1298fb\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Robot-Vacuum\u002Fdp\u002FB094NYHTMF\" data-link-shortcode-text=\"iRobot Roomba j7+ robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $359 (save $441 at Amazon): This discount on \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Firobot-roomba-j7-review\u002F\" target=\"_blank\"\u003Ea self-emptying Roomba\u003C\u002Fa\u003E powered by RobotOS is a deal you can't miss. You can also get the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6d9c45e6-71b5-4c30-ba0a-8bc9e421ff70\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot%C2%AE-Roomba-ComboTM-Self-Emptying-Vacuum\u002Fdp\u002FB0BCH3J9RD\" data-link-shortcode-text=\"Roomba Combo j7+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E variation, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Froomba-combo-j7-plus-review\u002F\" target=\"_blank\"\u003Ewith a fully retractable mop pad\u003C\u002Fa\u003E, at 18% off for $899.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c5fabe8a-0759-4f8b-8c89-607eb4bd3103\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-Auto-Empty-Hands-Free-Cleaning-APP-Controlled\u002Fdp\u002FB09NNFNWZ9\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-Auto-Empty-Hands-Free-Cleaning-APP-Controlled\u002Fdp\u002FB09NNFNWZ9?tag=zdnet-buy-button-20\" data-link-shortcode-text=\"Roborock Q7 Max+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $360 (save $510 at Amazon): Besides a Q7 robot vacuum and mop, the Max model includes a self-emptying dock that you don't have to worry about for up to seven weeks.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"47f0b801-b0e1-4597-88ab-d0ba09467b2b\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0CQL4SPWX\" data-link-shortcode-text=\"Dreame X30 Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $850 (save $550 at Amazon): This is the lowest price on the Dreame X30 Ultra, which \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fdreame-x30-ultra-review\u002F\" target=\"_blank\"\u003Ewas ZDNET's top pick\u003C\u002Fa\u003E for the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fbest-robot-vacuum-mop\u002F\" target=\"_blank\"\u003Ebest 2-in-1 robot vacuum and mop\u003C\u002Fa\u003E, dethroned only by its successor, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-a-1900-robot-vacuum-and-mop-for-a-month-heres-why-its-worth-it\u002F\"\u003Ethe X40 Ultra\u003C\u002Fa\u003E.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"ade86279-70de-4222-b3a4-c314c0852b26\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FYeedi-M12-PRO-ZeroTangle-Technology\u002Fdp\u002FB0CW65GK5X\" data-link-shortcode-text=\"Yeedi M12 Pro+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $550 (save $450 at Amazon): Have you ever heard the phrase \"high-end features for a mid-range price?\" \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-hands-free-robot-vacuum-and-mop-was-already-affordable-but-its-now-an-extra-150-off\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-hands-free-robot-vacuum-and-mop-was-already-affordable-but-its-now-an-extra-150-off\u002F%22,%22target%22:%22%22,%22absolute%22:%22%22,%22linkText%22:%22This%20hands-free%20robot%20vacuum%20and%20mop%22%7D\"\u003EThis hands-free robot vacuum and mop\u003C\u002Fa\u003E does all the work for you, with flagship features like an extending mop pad to reach corners and under cabinets and 11,000Pa of suction.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"ba0cecc2-9e3c-4937-81a7-956cbefe271f\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Combo-Essential-Vacuum\u002Fdp\u002FB0CNKVHSS9\" data-link-shortcode-text=\"iRobot Roomba Essential Combo robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $245 (save $30 at Amazon): This essential robot vacuum is an entry-level Roomba that combines powerful suction with mopping action.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"82771f73-ab7d-4f67-8603-e48660f18f2b\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FAIRROBO-Self-Emptying-Capacity-Schedule-T20\u002Fdp\u002FB0CQC24STL\" data-link-shortcode-text=\"Airrobo T20+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $199 (save $301 at Amazon): This is the lowest price we've ever seen on this Airrobo self-emptying robot vacuum and mop.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"41fe2378-708b-453a-b4c5-ef16414d0a6f\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FECOVACS-Complete-Self-Emptying-Auto-Refill-Avoidance\u002Fdp\u002FB0D4QXT9JG\" data-link-shortcode-text=\"Ecovacs Deebot X2 Combo complete robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,372 (save $328 at Amazon): I rely on the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-is-the-only-vacuum-for-pet-hair-youll-ever-need-and-its-a-whopping-400-off\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-is-the-only-vacuum-for-pet-hair-youll-ever-need-and-its-a-whopping-400-off\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22Deebot%20X2%20Combo%20Complete%20robot%20vacuum%20and%20mop%22%7D\"\u003EDeebot X2 Combo Complete robot vacuum and mop\u003C\u002Fa\u003E, especially because of its side-mounted cordless vacuum that empties automatically.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"43917edc-e609-4d94-ab1c-16ae3f3df21a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FPro-Ultra-Self-Washing-Self-Refilling-Self-Emptying\u002Fdp\u002FB0BVB5PTDK\" data-link-shortcode-text=\"Roborock S8 Pro Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $900 (save $700 at Amazon): The all-in-one S8 Pro Ultra features 6,000Pa of suction power, a self-emptying dustbin, and self-washing mop pads. \u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"5670c44e-10e6-41f5-b50c-76ca7793949b\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Fdreame-Removable-Extensive-Washboard-Auto-Empty\u002Fdp\u002FB0CXDXKSXP\" data-link-shortcode-text=\"Dreame X40 Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,000 (save $900 at Amazon): This is \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fzdnets-pick-for-the-best-robot-vacuum-and-mop-is-300-off-for-a-limited-time\u002F\" target=\"_blank\"\u003Emy favorite robot vacuum and mop combination\u003C\u002Fa\u003E that I've tested, with excellent obstacle avoidance and strong suction.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"19ae30eb-1e12-4dbd-8228-12188756abf4\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $350\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $650\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe Eufy X8 Pro twin-turbine robot vacuum is perfect for pet owners. With 4,000Pa of suction power, this robot vacuum includes a self-empty station and smooth navigation to leave beautiful carpet lines behind.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview:\u003C\u002Fstrong\u003E&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-twin-turbine-robot-vacuum-is-a-steal-at-400-deal\u002F" target="_blank"\u003E\u003Cstrong\u003EEufy X8 Pro: A must-have for homes with a lot of carpet\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"Eufy X8 Pro\" data-superlative=\"Save $300\" data-imagegroup=\"{"alt":"Eufy X8 Pro on a black and white rug","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Beth Mauder\u002FZDNET","imageData":{"id":"8e03466f-9d5e-46e8-ab86-db9433edc5fb","title":"eufy-x8-pro-top","filename":"eufy-x8-pro-top.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F12\u002F11\u002F8e03466f-9d5e-46e8-ab86-db9433edc5fb\u002Feufy-x8-pro-top.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":285926,"width":1296,"height":720,"dateCreated":{"date":"2023-12-11 20:14:13","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-12-11 20:14:33","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Beth Mauder\u002FZDNET","alt":"Eufy X8 Pro on a black and white rug","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"8e03466f-9d5e-46e8-ab86-db9433edc5fb","imageAltText":"Eufy X8 Pro on a black and white rug","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Beth Mauder\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"eufy-x8-pro-top.jpg","imageDateCreated":"2023\u002F12\u002F11","imageWidth":1296,"imageHeight":720,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Beth Mauder\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B","url":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"0e3a2012-f69a-4767-9108-380f8707a8b6\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $1,000\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $1,399\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe flagship Roomba j9+ features powerful suction and a self-emptying dustbin, perfect for pet owners. This combo option also has a retractable mop pad that stores itself on top of the robot when not in use, ensuring your carpets stay dry and your hard floors stay mopped.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Fhow-roombas-1000-robot-vacuum-handled-my-house-of-children-and-pets\u002F"\u003E\u003Cstrong\u003EHow Roomba's $1,000 robot vacuum handled my house of children and pets\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"iRobot Roomba Combo j9+\" data-superlative=\"Save $400\" data-imagegroup=\"{"alt":"roomba-combo-j9-plus","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"69a398cd-cb2c-44a4-9484-e2c6b22ad1b6","title":"roomba-combo-j9-plus","filename":"roomba-combo-j9-plus.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F11\u002F26\u002F69a398cd-cb2c-44a4-9484-e2c6b22ad1b6\u002Froomba-combo-j9-plus.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":692314,"width":1296,"height":720,"dateCreated":{"date":"2023-11-26 17:00:35","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-11-26 17:00:37","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"roomba-combo-j9-plus","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"69a398cd-cb2c-44a4-9484-e2c6b22ad1b6","imageAltText":"roomba-combo-j9-plus","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"roomba-combo-j9-plus.jpg","imageDateCreated":"2023\u002F11\u002F26","imageWidth":1296,"imageHeight":720,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-techobjectinfo=\"{"uuid":"7ecd1e0d-0ce9-4902-b2a0-b70f4ff50fca","slug":"irobot-roomba-combo-j9-plus","name":"iRobot Roomba Combo j9+","productType":"PRODUCT","updateType":"AUTOPID","mod":1732302365088,"displayDate":"Fri Nov 22 2024 14:06:05 GMT-0500 (Eastern Standard Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX","url":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a73487c5-a7bb-4b31-b605-a970c0e81b25\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $820\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $1,200\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe Deebot T30S combo is fairly new but lives up to the hype that only a three-in-one robot vacuum could garner. This has become my go-to upstairs robot vacuum and mop because it functions as a cleaning hub, made complete by the self-emptying cordless vacuum that charges right on the robot's charging station.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview:\u003C\u002Fstrong\u003E&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-a-robot-vacuum-with-a-handheld-vacuum-that-empties-itself\u002F" target="_blank"\u003E\u003Cstrong\u003EI tested a robot vacuum with a handheld vacuum that empties itself\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"Ecovacs Deebot T30S Combo\" data-superlative=\"Save $480\" data-imagegroup=\"{"alt":"Ecovacs Deebot T30S Combo robot vacuum and mop","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"d99624d4-6e33-413f-8216-1c9cb13d0394","title":"Ecovacs Deebot T30S Combo robot vacuum and mop","filename":"1.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F15\u002Fd99624d4-6e33-413f-8216-1c9cb13d0394\u002F1.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":6307918,"width":4967,"height":2794,"dateCreated":{"date":"2024-05-15 18:29:15","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-05-15 18:29:27","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Maria Diaz\u002FZDNET","alt":"Ecovacs Deebot T30S Combo robot vacuum and mop","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"d99624d4-6e33-413f-8216-1c9cb13d0394","imageAltText":"Ecovacs Deebot T30S Combo robot vacuum and mop","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Maria Diaz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"1.jpg","imageDateCreated":"2024\u002F05\u002F15","imageWidth":4967,"imageHeight":2794,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-techobjectinfo=\"{"uuid":"2d55af5a-5b95-4753-a45a-0871bc8145bf","slug":"ecovacs-deebot-t30s-combo-robot-vacuum-and-mop-all-in-one-cleaning-hub-11000pa-zerotangle-technology-truedge-adaptive","name":"ECOVACS DEEBOT T30S Combo Robot Vacuum and Mop, All-in-One Cleaning Hub, 11000Pa, ZeroTangle Technology, TruEdge Adaptive Edge Mopping, Dual Self-Emptying, Hot Water Mop Washing, Auto-Mop Lifting","productType":"SERIES","updateType":"EZMONEY","mod":1732307598582,"displayDate":"Fri Nov 22 2024 15:33:18 GMT-0500 (Eastern Standard Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0D1FMPJJJ?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0D1FMPJJJ","url":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0D1FMPJJJ?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"ebdc07ca-fb03-462a-a67b-da9a809d78a6\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $360\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $870\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EFor a limited time, you can snag the Roborock Q7 Max+ for $360. As a vacuum mop combo, this machine features 4,200Pa suction power and 300g mopping pressures, promising a smooth and efficient clean. With its self-empty dock, you can have hands-free vacuuming for up to seven weeks. Thanks to Roborock's PreciSense LiDAR Navigation, you can rest assured that this robot vacuum will clean where it's supposed to and when it's supposed to.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fbest-robot-vacuum-mop\u002F"\u003E\u003Cstrong\u003EThe best robot vacuum mops you can buy\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"Roborock Q7 Max+\" data-superlative=\"Save $510\" data-imagegroup=\"{"alt":"Roborock Q7 Max+","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Roborock\u002FZDNET","imageData":{"id":"12781bbd-4618-4998-9a33-8e7e70fd2fdf","title":"Roborock Q7 Max+","filename":"ro.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F18\u002F12781bbd-4618-4998-9a33-8e7e70fd2fdf\u002Fro.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":792350,"width":1920,"height":1080,"dateCreated":{"date":"2024-11-18 18:00:13","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-11-18 18:00:28","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Roborock\u002FZDNET","alt":"Roborock Q7 Max+","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"12781bbd-4618-4998-9a33-8e7e70fd2fdf","imageAltText":"Roborock Q7 Max+","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Roborock\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"ro.jpg","imageDateCreated":"2024\u002F11\u002F18","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Roborock\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Max-Robot-Vacuum-Self-Emptying\u002Fdp\u002FB09NNFNWZ9?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Max-Robot-Vacuum-Self-Emptying\u002Fdp\u002FB09NNFNWZ9","url":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Max-Robot-Vacuum-Self-Emptying\u002Fdp\u002FB09NNFNWZ9?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"ab4d6d67-8bed-4c0a-9811-b832b0da885c\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $299\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $530\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EIf you're like me and love the idea of your floors being cleaned by someone or&nbsp;\u003Cem\u003Esomething\u003C\u002Fem\u003E&nbsp;else, you can't go wrong with this deal. The Roomba j5 is a robot vacuum that intelligently maps and navigates your home, avoiding obstacles like cords and pet waste.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Froomba-combo-j7-plus-review\u002F"\u003ERoomba Combo J7+ review: A 2-in-1 robot vacuum done (almost) right\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\" data-hed=\"iRobot Roomba Combo j5\" data-superlative=\"Save $231\" data-imagegroup=\"{"alt":"iRobot Roomba Combo j5","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"iRobot\u002FZDNET","imageData":{"id":"8087767c-30e6-4696-ad90-1edd6906f5b8","title":"iRobot Roomba Combo j5","filename":"j5.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F18\u002F8087767c-30e6-4696-ad90-1edd6906f5b8\u002Fj5.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":790682,"width":1920,"height":1080,"dateCreated":{"date":"2024-11-18 18:03:04","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-11-18 18:03:12","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"iRobot\u002FZDNET","alt":"iRobot Roomba Combo j5","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"8087767c-30e6-4696-ad90-1edd6906f5b8","imageAltText":"iRobot Roomba Combo j5","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"iRobot\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"j5.jpg","imageDateCreated":"2024\u002F11\u002F18","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"iRobot\u002FZDNET\" data-techobjectinfo=\"{"uuid":"3208878b-b2e7-47a0-b9c4-fc21c3eec96b","slug":"irobot-roomba-combo-j5-robot-vacuum-and-mop-graphite","name":"iRobot Roomba Combo j5 Robot Vacuum and Mop - Graphite","productType":"PRODUCT","updateType":"AUTOPID","mod":1732300603249,"displayDate":"Fri Nov 22 2024 13:36:43 GMT-0500 (Eastern Standard Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Wi-Fi-Connected-Vacuum\u002Fdp\u002FB0C414DZPN?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Wi-Fi-Connected-Vacuum\u002Fdp\u002FB0C414DZPN","url":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Wi-Fi-Connected-Vacuum\u002Fdp\u002FB0C414DZPN?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EBest Black Friday iRobot robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6fbb39c0-fe99-4a2a-8de5-3768ce1298fb\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Robot-Vacuum\u002Fdp\u002FB094NYHTMF\" data-link-shortcode-text=\"iRobot Roomba j7+ robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $359 (save $441 at Amazon): This discount on \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Firobot-roomba-j7-review\u002F\" target=\"_blank\"\u003Ea self-emptying Roomba\u003C\u002Fa\u003E powered by RobotOS is a deal you can't miss. You can also get the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6d9c45e6-71b5-4c30-ba0a-8bc9e421ff70\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot%C2%AE-Roomba-ComboTM-Self-Emptying-Vacuum\u002Fdp\u002FB0BCH3J9RD\" data-link-shortcode-text=\"Roomba Combo j7+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E variation, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Froomba-combo-j7-plus-review\u002F\" target=\"_blank\"\u003Ewith a fully retractable mop pad\u003C\u002Fa\u003E, at 18% off for $899.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"568e5b0f-524d-4607-badf-fc88b6f38910\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Essential-Robot-AutoEmpty\u002Fdp\u002FB0D1H6DWGC\" data-link-shortcode-text=\"iRobot Roomba® Vac 2 Essential robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $250 (save $150 at Amazon): This is an introductory offer on iRobot's brand new entry-level robot vacuum, featuring the AutoEmpty dock, for self-emptying.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"f7b823ad-4b0f-4f1a-9e40-428d8b097a56\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Combo-Robot-Identifies\u002Fdp\u002FB0C414DZPN\" data-link-shortcode-text=\"iRobot Roomba Combo j5 robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $299 (save $231 at Amazon): The Roomba Combo j5 is built for everyday vacuuming with occasional mopping.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6d3c07c1-748d-4a0a-9235-be8b7330a43a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX\" data-link-shortcode-text=\"iRobot Roomba Combo j9+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,000 (save $600): The flagship Roomba j9+ features powerful suction and a self-emptying dustbin, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22perfect%20for%20pet%20owners%22%7D\"\u003Eperfect for pet owners\u003C\u002Fa\u003E.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EBest Black Friday Roborock robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"43917edc-e609-4d94-ab1c-16ae3f3df21a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FPro-Ultra-Self-Washing-Self-Refilling-Self-Emptying\u002Fdp\u002FB0BVB5PTDK\" data-link-shortcode-text=\"Roborock S8 Pro Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,100 (save $500 at Amazon): The all-in-one S8 Pro Ultra features 6,000Pa of suction power, a self-emptying dustbin, and self-washing mop pads. \u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"5652a11b-3ee7-4a7b-9c3b-88ae4d4b5dbf\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FRoborock-Q7-Max-Navigation-Multi-Level\u002Fdp\u002FB09NM5JQ94\" data-link-shortcode-text=\"Roborock Q7 Max robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $200 (save $360): At 60% off, this is one of the best discounts on a Roborock through Black Friday.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"b173ede4-8930-4816-a1d7-51a8e2e1f6b9\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-S8-Self-Empty-Ultrasonic-Detection\u002Fdp\u002FB0BVB45FHV\" data-link-shortcode-text=\"Roborock S8+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $620 (save $380 at Amazon): The Roborock S8+ features 6,000Pa of suction power, a self-emptying dustbin, and the company's Sonic Mop system.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"f8eae431-aad4-4b4f-b9b8-0e76d00f6571\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-Flexi-FlatReach-Self-Cleaning-Long-Lasting\u002Fdp\u002FB0CTZYKK7V\" data-link-shortcode-text=\"Roborock Flexi Lite wet\u002Fdry vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $180 (save $220 at Amazon): This outstanding wet\u002Fdry vacuum and mop lets you tackle wet and dry messes in one fell swoop. \u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EBest Black Friday Shark robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"dff4490e-a580-4a8c-98e8-2b2ee541f558\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-AV2501S-Self-Empty-Navigation-UltraClean\u002Fdp\u002FB09H8CWFNK\" data-link-shortcode-text=\"Shark AV2501S AI Ultra robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $250 (save $300 at Amazon): This bagless, self-emptying vacuum cleaner can hold up to 30 days' worth of debris and pet hair.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"b567c229-009d-42e4-9aa0-0a5d606137ef\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-PowerDetect-Self-Emptying-Technologies-AV2800ZE\u002Fdp\u002FB0DCPX2M8N\" data-link-shortcode-text=\"Shark PowerDetect NeverTouch Pro robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $700 (save $500 at Amazon): This is Shark's flagship robot vacuum and mop, with a water tank that lasts up to 30 days without refilling and up to 60 days self-emptying bagless capacity.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"9585a37d-5ce4-45b6-98fc-238d2fa4fbf9\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-Self-Emptying-Self-Refilling-Technologies-RV2820YE\u002Fdp\u002FB0DDYZ4VK4\" data-link-shortcode-text=\"Shark PowerDetect NeverTouch robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $550 (save $350 at Amazon): This robot vacuum's bagless design ensures you don't have to buy new dustbags to replace and can dump the contents in the trash.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"8dabc5d9-0880-4287-9fa3-987510999adb\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-Mopping-CleanEdge-Technology-AV2610WA\u002Fdp\u002FB0B89C8H4Q\" data-link-shortcode-text=\"Shark AV2610WA robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $350 (save $350 at Amazon): You can forget about handling dust yourself, as this Shark can hold up to two months' worth of debris.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EBest Black Friday Eufy robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"a601b6ad-e787-469d-ac50-685535ea1516\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Super-Thin-Super-Strong-Self-Charging-Medium-Pile\u002Fdp\u002FB07R295MLS\" data-link-shortcode-text=\"Eufy 11S Max robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $130 (save $120 at Amazon): This is my pick for the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F\" target=\"_blank\"\u003Ebest budget-friendly \u003C\u002Fa\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F#link={\" target=\"_blank\"\u003Erobot vacuum for pet hair\u003C\u002Fa\u003E right now. It has strong suction and carpet boost technology.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"9850ecca-d54f-4a1e-be5c-55bbeb326b23\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?th=1\" data-link-shortcode-text=\"Eufy X8 Pro robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $350 (save $300 at Amazon): The Eufy X8 Pro twin-turbine robot vacuum \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-eufy-twin-turbine-robot-vacuum-is-a-steal-at-360-through-labor-day\u002F\" target=\"_blank\"\u003Eis perfect for pet owners\u003C\u002Fa\u003E, especially those with mostly carpets.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"3dd96f78-3961-4712-94ab-358dfe18f18a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-RoboVac-Self-Emptying-Dynamic-Navigation\u002Fdp\u002FB07RHZ6CVX\" data-link-shortcode-text=\"Eufy G30 robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $140 (save $179 at Amazon): For $140, you can buy a robot vacuum with reliable navigation, checking one more task off your cleaning to-do list for its lowest price ever.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"bf578d3d-3fd6-40ae-97f1-5ae7f80a9cd0\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Station-Detangling-Technology-Cleaning\u002Fdp\u002FB0CDB831GV\" data-link-shortcode-text=\"Eufy L60 robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $280 (save $120 at Amazon): This highly rated Eufy robot vacuum has a self-emptying station that holds up to 60 days' worth of dust and debris.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c8c8f5ee-771b-444c-b4cc-6e719a55a9a9\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Connected-Super-Thin-Self-Charging-Medium-Pile\u002Fdp\u002FB07RGDFZ5Q\" data-link-shortcode-text=\"Eufy RoboVac 15C MAX robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $120 (save $160 at Amazon): This entry-level robot vacuum is great for hard floors, apartments, and small areas, and it's currently 57% off. \u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EFAQs\u003C\u002Fh2\u003E\u003Ch3\u003EWhen is Black Friday?\u003C\u002Fh3\u003E\u003Cp\u003EBlack Friday is a big shopping event that occurs each year on the day after Thanksgiving. This year, it falls on Nov. 29.\u003C\u002Fp\u003E\u003Cp\u003ESince Thanksgiving is always on a Thursday, many people are off through the weekend, so retailers have capitalized on this day, the last national holiday before Christmas. This makes Black Friday a great chance to finish checking off your holiday shopping list.\u003C\u002Fp\u003E\u003Ch3\u003EWhen is Cyber Monday?\u003C\u002Fh3\u003E\u003Cp\u003ECyber Monday happens on the Monday following the Thanksgiving holiday. This year, Cyber Monday falls on Dec. 2. \u003C\u002Fp\u003E\u003Ch3\u003EAre robot vacuum deals really better on Black Friday?\u003C\u002Fh3\u003E\u003Cp\u003ERobot vacuums are cheaper during big shopping events like Black Friday, Cyber Monday, and Amazon Prime Day. The fact that Black Friday is one of the last major shopping events of the year results in some retailers giving big discounts on the current product stock in preparation for new devices launching in the new year.\u003C\u002Fp\u003E\u003Ch3\u003EWhat's the difference between Black Friday and Cyber Monday?\u003C\u002Fh3\u003E\u003Cp\u003EThough there are many online deals, Black Friday has been historically a mostly in-person shopping event where people visit a brick-and-mortar store. With most big box stores featuring an online store, Black Friday online shopping has become as common as Amazon Prime Day shopping. Cyber Monday began and remains an online shopping event for online stores to capitalize on customers who may have missed a Black Friday deal and can shop from home or work on Monday.\u003C\u002Fp\u003E\u003Ch3\u003EHow did we choose these Black Friday deals?\u003C\u002Fh3\u003E\u003Cp\u003EAs a robot vacuum tester at ZDNET, I've become familiar with these devices' unique features and tested different models in every price range. This experience has made me realize that the robot vacuum market is saturated with competition. It also helps me discern which robot vacuums are worth their retail price and when a discount is a good deal.\u003C\u002Fp\u003E\u003Cp\u003EI check robot vacuum deals often, always choosing the ones that deliver the most features for the least money. Using our expertise and different tools to track deals, we can determine when a deal is worth it and ensure we only cover those. This list of deals will be updated as new deals appear and others sell out.\u003C\u002Fp\u003E\u003Ch3\u003EWhere can you shop the best Black Friday and Cyber Monday deals? \u003C\u002Fh3\u003E\u003Cp\u003EWhile retailers hold store-specific shopping events throughout the year, like Amazon with Prime Day, you can expect Black Friday and Cyber Monday deals to appear everywhere. This includes your local businesses and big box stores. Black Friday is a huge shopping event, both in-person and online, with stores like Walmart, Best Buy, Amazon, Target, Costco, and more offering eye-popping discounts on different products.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"83511191-1b07-4c24-92ec-d985f062f58c\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F83511191-1b07-4c24-92ec-d985f062f58c\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-23 00:45:13",timezone:"UTC",updated:c,published:c},description:"As a robot vacuum reviewer, I'm always looking for great deals, and I've found some of the best robot vacuum deals you can shop through Black Friday.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"79f34584-a1f8-4c03-8075-43836ef940ab",image:{id:"021defbd-d94c-49fd-9946-d4ccf9ca535b",filename:"robovac1.jpg",dateCreated:{created:c,date:"2024-11-16 00:02:21",timezone:"UTC",updated:c,published:c},alt:"Robot vacuum deals Black Friday Cyber Monday",credits:"Maria Diaz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F16\u002F021defbd-d94c-49fd-9946-d4ccf9ca535b\u002Frobovac1.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"deals-roundup",hubTopicPathString:"Home & Office^Kitchen & Household^Robot vacuums",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"best-black-friday-robot-vacuum-deals-2024",startYear:c,summary:b,title:"The best Black Friday robot vacuum deals 2024: Sales available now",topic:{id:"adea933c-2b45-4d23-8c0e-a75e69518d9e",slug:"robot-vacuums",name:"Robot vacuums",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"adea933c-2b45-4d23-8c0e-a75e69518d9e",slug:"robot-vacuums",name:"Robot vacuums",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"35466bd1-f8e5-4cca-9c22-561ce4c0af03",slug:"smart-home",name:"Smart Home",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9841d7c0-1be2-42d4-963b-3d0c080290bc",slug:"tech",name:"Tech",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"a4c60cb0-1265-4fd2-bbc6-960ba1bca457",username:"abeaty",profileUrl:c,email:c,firstName:"Artie",lastName:"Beaty",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"e162cc7e-cfeb-49ed-8d5a-d98d162d327e",filename:"artie.jpg",dateCreated:{created:c,date:"2023-06-08 15:26:03",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F06\u002F08\u002Fe162cc7e-cfeb-49ed-8d5a-d98d162d327e\u002Fartie.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Artie Beaty is a freelance writer, based just outside Charlotte, with a passion for smart home tech and tech news. He has a bachelor's in journalism from UNC Charlotte and has been writing for over 15 years. On the weekends you'll find him leading haunted ghost tours of uptown Charlotte.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"c83185c6-071f-492e-bc21-cc972ac5edb5\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"PM Images\u002FGetty Images\" data-image-alt-text=\"gettyimages-1551195670\" data-image-filename=\"gettyimages-1551195670.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-crop=\"2050x1151+0+217\" data-image-width=\"2050\" data-image-height=\"1462\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIf you've been interested in upgrading your AI experience with one of the available paid subscriptions, pay attention because here's your chance to score a free year of \u003Ca href=\"https:\u002F\u002Fwww.perplexity.ai\u002Fhub\u002Ffaq\u002Fwhat-is-perplexity-pro\" target=\"_blank\"\u003EPerplexity Pro\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EPerplexity is a free AI chatbot and internet search tool that operates like \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003Eother AI chatbots\u003C\u002Fa\u003E. ZDNET senior contributing editor Steven Vaughan-Nichols called it his \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F5-reasons-why-i-prefer-perplexity-over-every-other-ai-chatbot\u002F\"\u003Efavorite chatbot\u003C\u002Fa\u003E, beating out \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\"\u003EChatGPT\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-microsoft-copilot-heres-everything-you-need-to-know\u002F\"\u003ECopilot\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fis-perplexity-pro-worth-the-subscription-this-free-shipping-perk-just-might-convince-me\u002F\"\u003EPerplexity launches an AI-powered shopping assistant - and it even gets you free shipping\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EPerplexity Pro gives you several advantages over a free account. These include increased usage of Pro Search, which breaks down queries with multi-step reasoning and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-put-the-free-version-of-perplexity-ai-through-my-coding-tests-heres-what-happened\u002F\" target=\"_blank\"\u003Eprogramming\u003C\u002Fa\u003E; the option to choose which AI model you want to use; file analysis, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-new-perplexity-ai-feature-can-create-reports-for-you-from-a-single-prompt\u002F\" target=\"_blank\"\u003Ewhich lets you upload documents for summaries or insights\u003C\u002Fa\u003E; multimodal capabilities, where you can capture a picture or screenshot and asking questions about it; and image generation from Access Playground v3, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-most-advanced-text-to-image-model-dalle-3-is-rolling-out-in-beta-now\u002F\"\u003EOpenAI DALL-E 3\u003C\u002Fa\u003E, Flux, and Stable Diffusion XL.\u003C\u002Fp\u003E\u003Cp\u003EUsually, the service costs $20 a month or $200 a year, but there are currently several ways to get a free subscription. Here's what you need to know. \u003C\u002Fp\u003E\u003Ch2\u003E1. Free Perplexity Pro for Xfinity customers\u003C\u002Fh2\u003E\u003Cp\u003EXfinity has a customer rewards program that's free to join. The rewards range from movie ticket discounts to savings on theme parks and sporting events. A few months ago, Perplexity announced a partnership with Xfinity to offer a free year subscription of Perplexity Pro to Xfinity customers. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-put-the-free-version-of-perplexity-ai-through-my-coding-tests-heres-what-happened\u002F\"\u003EI put the free version of Perplexity.ai through my coding tests - here's what happened\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHere's how to claim your free Perplexity Pro subscription:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ELog in to your account at \u003Ca href=\"http:\u002F\u002Fwww.xfinity.com\u002Frewards\"\u003Ewww.xfinity.com\u002Frewards\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003EFind your unique code\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003EUse that code at \u003Ca href=\"https:\u002F\u002Fwww.perplexity.ai\u002Fjoin\u002Fp\u002Fxfinity\"\u003Ehttps:\u002F\u002Fwww.perplexity.ai\u002Fjoin\u002Fp\u002Fxfinity\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EFree Perplexity Pro for eligible college students\u003C\u002Fh2\u003E\u003Cp\u003EEarlier this year, Perplexity \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcollege-students-can-get-free-month-of-perplexity-pro-possibly-a-free-year-for-their-whole-campus\u002F\"\u003Eran a competition\u003C\u002Fa\u003E in which any college student with an .edu email address could claim a free month of Perplexity Pro. If more than 500 students from the same campus signed up, the entire campus got a free year of Perplexity Pro. Forty-five schools reached that mark, including Arizona State University, the University of California, Berkeley, New York University, and the University of Southern California. You can \u003Ca href=\"https:\u002F\u002Fwww.perplexity.ai\u002Fbacktoschool\"\u003Efind the complete list here\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fperplexity-ais-new-tool-makes-researching-the-stock-market-delightful-heres-how\u002F\"\u003EPerplexity AI's new tool makes researching the stock market 'delightful'. Here's how\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you're a student at one of the universities on the list, all you have to do is enter your student email address to claim your free year. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 20:50:00",timezone:"UTC",updated:c,published:c},description:"You can get free access to this top AI chatbot if you fall into one of two categories.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"0c5a05c5-777f-4b99-8239-2ab5fce80dd6",image:{id:"eacf6992-5890-453d-9334-ecc440027002",filename:"gettyimages-1551195670.jpg",dateCreated:{created:c,date:"2024-11-22 14:59:26",timezone:"UTC",updated:c,published:c},alt:"abstract",credits:"PM Images\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002Feacf6992-5890-453d-9334-ecc440027002\u002Fgettyimages-1551195670.jpg",cropGravity:o,crop:"2050x1151+0+221",typeName:"content_image",imageUrl:c,width:2050,height:1462,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"two-free-ways-to-get-a-perplexity-pro-subscription-for-one-year",startYear:c,summary:b,title:"Two free ways to get a Perplexity Pro subscription for one year",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"3edc0faa-226b-4980-9b4a-f614df49135d",username:"tiernan1",profileUrl:c,email:c,firstName:"Tiernan",lastName:"Ray",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"c2f70f95-253a-47e8-969f-8313ff044e89",filename:"tiernan-ray.jpg",dateCreated:{created:c,date:"2022-08-05 17:33:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fc2f70f95-253a-47e8-969f-8313ff044e89\u002Ftiernan-ray.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Tiernan Ray has been covering technology and business for 28 years. He was most recently technology editor for Barron's where he wrote daily market coverage for the Tech Trader blog and wrote the weekly print column of that name. He has also worked for Bloomberg and SmartMoney, and for the prestigious ComputerLetter newsletter covering venture capital investments in tech. His work has been published in the New York Times, Fortune magazine, and CNN Money. He is a graduate of Princeton University and a native of New York City.",profile:c,title:"Senior Contributing Writer",bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"c5703f13-2501-40db-92c4-dbc565b2987d\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EBloomberg's Anurag Rana [left] talks with Anthropic's Michael Gerstenhaber [center] and Scale AI's Vijay Karunamurthy, during Bloomberg Intelligence's conference on "Gen AI: Can it deliver on the productivity promise?"\u003C\u002Fp\u003E\" data-image-credit=\"Bloomberg, courtesy of Craig Warga\" data-image-alt-text=\"bloomberg-intelligence-gen-ai-event-112024-2-smaller\" data-image-filename=\"bloomberg-intelligence-gen-ai-event-112024-2-smaller.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"8256\" data-image-height=\"5504\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ELarge language models and other forms of generative artificial intelligence are improving steadily at \"self-correction,\" opening up the possibilities for new kinds of work they can do, including \"\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fautonomous-agentic-ai-can-shake-up-workflows-and-businesses-should-prepare-now\u002F\" target=\"_blank\"\u003Eagentic AI\u003C\u002Fa\u003E,\" according to the vice president of Anthropic, a leading vendor of AI models.\u003C\u002Fp\u003E\u003Cp\u003E\"It's getting very good at self-correction, self-reasoning,\" said Michael Gerstenhaber, head of API technologies at Anthropic, which makes the Claude family of LLMs that compete with OpenAI's GPT. \u003C\u002Fp\u003E\u003Cp\u003E\"Every couple of months we've come out with a new model that has extended what LLMs can do,\" said Gerstenhaber during an interview Wednesday in New York with Bloomberg Intelligence's Anurag Rana. \"The most interesting thing about this industry is that new use cases are unlocked with every model revision.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fanthropics-latest-ai-model-can-use-a-computer-just-like-you-mistakes-and-all\u002F\"\u003E\u003Cstrong\u003EAnthropic's latest AI model can use a computer just like you - mistakes and all\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe most recent models include task planning, such as how to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fanthropics-latest-ai-model-can-use-a-computer-just-like-you-mistakes-and-all\u002F\"\u003Ecarry out tasks on a computer as a person would\u003C\u002Fa\u003E; for example, ordering pizza online. \u003C\u002Fp\u003E\u003Cp\u003E\"Planning interstitial steps is something that wasn't possible yesterday that is possible today,\" said Gerstenhaber of such step-by-step task completion.\u003C\u002Fp\u003E\u003Cp\u003EThe discussion, which also included Vijay Karunamurthy, chief technologist of AI startup Scale AI, was part of a daylong conference hosted by Bloomberg Intelligence to explore the topic, \"\u003Ca href=\"https:\u002F\u002Fbbgevent.app\u002Fgen-ai-productivity\u002F\"\u003EGen AI: Can it deliver on the productivity promise?\"\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EGerstenhaber's remarks fly in the face of arguments from AI skeptics that Gen AI, and the rest of AI more broadly, is \"hitting a wall,\" meaning that the return from each new model generation is getting less and less. \u003C\u002Fp\u003E\u003Cp\u003EAI scholar Gary Marcus \u003Ca href=\"https:\u002F\u002Fnautil.us\u002Fdeep-learning-is-hitting-a-wall-238440\u002F\"\u003Ewarned in 2022\u003C\u002Fa\u003E that simply making AI models with more and more parameters would not yield improvements equal to the increase in size. Marcus has \u003Ca href=\"https:\u002F\u002Fsubstack.com\u002Fhome\u002Fpost\u002Fp-151327129\"\u003Econtinued to reiterate that warning\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EAnthropic, said Gerstenhaber, has been pushing at what can be measured by current AI benchmarks. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fanthropic-brings-tool-use-for-claude-out-of-beta-promising-sophisticated-assistants\u002F\"\u003E\u003Cstrong\u003EAnthropic brings Tool Use for Claude out of beta, promising sophisticated assistants\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"Even if it looks like it's tapering off in some ways, that's because we're enabling entirely new classes [of functionality], but we've saturated the benchmarks, and the ability to do older tasks,\" said Gerstenhaber. In other words, it gets harder to measure what current Gen AI models can do.\u003C\u002Fp\u003E\u003Cp\u003EBoth Gerstenhaber and Scale AI's Karunamurthy made the case that \"scaling\" Gen AI -- making AI models bigger -- is helping to advance such self-correcting neural networks. \u003C\u002Fp\u003E\u003Cp\u003E\"We are definitely seeing more and more scaling of the intelligence,\" said Gerstenhaber. \"One of the reasons we don't necessarily think that we're hitting a wall with planning and reasoning is that we're just learning right now what are the ways in which planning and reasoning tasks need to be structured so that the models can adapt to a wide variety of new environments they haven't tried to pass.\"\u003C\u002Fp\u003E\u003Cp\u003E\"We're very much in the early days,\" said Gerstenhaber. \"We're learning from application developers what they're trying to do, and what it [the language model] does poorly, and we can integrate that into the LM.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots: ChatGPT, Copilot, and worthy alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESome of that discovery, said Gerstenhaber, has to do with the speed of fundamental research at Anthropic. However, some of it has to do with learning by hearing \"what industry is telling us they need from us, and our ability to adapt to that -- we are very much learning in real time.\"\u003C\u002Fp\u003E\u003Cp\u003ECustomers tend to start with big models and then sometimes down-size to simpler AI models to fit a purpose, said Scale AI's Karunamurthy. \"It's very clear that first they think about whether or not an AI is intelligent enough to do a test well at all, then, whether it's fast enough to meet their needs in the application and then as cheap as possible.\"\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 20:48:46",timezone:"UTC",updated:c,published:c},description:"As their self-correction and self-reasoning improve, the latest LLMs find new capabilities at a rate that makes it harder to measure everything they can do.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"36cf6aad-ef10-44b1-ba20-37941726c3dd",image:{id:"82888018-5c41-43ac-9a8f-6c90b973222c",filename:"aicolorburtsgettyimages-1335440556.jpg",dateCreated:{created:c,date:"2024-11-22 18:56:37",timezone:"UTC",updated:c,published:c},alt:"aicolorburtsgettyimages-1335440556",credits:"oxygen\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F82888018-5c41-43ac-9a8f-6c90b973222c\u002Faicolorburtsgettyimages-1335440556.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2048,height:1463,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"ai-isnt-hitting-a-wall-its-just-getting-too-smart-for-benchmarks-says-anthropic",startYear:c,summary:b,title:"AI isn't hitting a wall, it's just getting too smart for benchmarks, says Anthropic",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"57b89c3b-5b67-4357-bd53-58c9f516a044",slug:"business",name:"Business",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"5d68ddc2-d682-11e4-9a74-d4ae52e95e57",slug:"developer",name:"Developer",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"37372f33-b55d-479f-98e4-0d4c8917c09e\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Getty Images\u002Fgirafchik123\" data-image-alt-text=\"Video illustration\" data-image-filename=\"gettyimages-2109291854.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-crop=\"2121x1192+0+118\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EHave you ever had the perfect video idea but couldn't shoot it because your background was messy, not what you wanted, or couldn't be added to the video? YouTube just introduced a new AI-powered tool to help solve your background woes.   \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\"\u003EThe best AI image generators: Tested and reviewed\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOn Thursday, YouTube \u003Ca href=\"https:\u002F\u002Fx.com\u002FYouTubeCreators\u002Fstatus\u002F1859674983779410314\" target=\"_blank\"\u003Elaunched\u003C\u002Fa\u003E Dream Screen, an experimental AI-generated feature that allows users to add images or videos to the background of their YouTube Shorts using text-to-image prompts. As seen in the video below, users have the option to choose a style in addition to entering a prompt. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"youtube_video\" data-size=\"large\" data-float=\"none\" data-oembed=\"{"author_name":"YouTube Creators","author_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F@youtubecreators","height":200,"html":"\u003Ciframe width=\\"200\\" height=\\"113\\" src=\\"https:\\\u002F\\\u002Fwww.youtube.com\\\u002Fembed\\\u002FHO-Z5kO8scA?autoplay=0&amp;loop=0&amp;fs=1&amp;start=0&amp;rel=1&amp;feature=oembed\\" frameborder=\\"0\\" allow=\\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\\" referrerpolicy=\\"strict-origin-when-cross-origin\\" allowfullscreen title=\\"NEW: Create Video Backgrounds with Dream Screen\\"\u003E\u003C\\\u002Fiframe\u003E","provider_name":"YouTube","provider_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F","thumbnail_height":360,"thumbnail_url":"https:\\\u002F\\\u002Fi.ytimg.com\\\u002Fvi\\\u002FHO-Z5kO8scA\\\u002Fhq2.jpg","thumbnail_width":480,"title":"NEW: Create Video Backgrounds with Dream Screen","type":"video","version":"1.0","width":113}\" data-url=\"https:\u002F\u002Fyoutube.com\u002Fshorts\u002FHO-Z5kO8scA?si=2CnxxKjMSD3Fxq5y\" data-autoplay=\"false\" data-loop=\"false\" data-start=\"0\" data-fs=\"true\" data-rel=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EYouTube does share that it has safeguards incorporated to prevent the creation of inappropriate, harmful, or sensitive topics, such as photorealistic images of identifiable people. Prompts that violate YouTube's Community Guidelines will be blocked. The company also warns that, like any other AI model, Dream Screen may be prone to hallucinations. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe feature is available to users in the US, Canada, Australia, and New Zealand. To access it, open the YouTube app, click Create, tap Dream Screen, and select the pink sparkle icon pictured in the video above. \u003C\u002Fp\u003E\u003Cp\u003EThen, you can enter a prompt you'd like to see generated in English and click Create, which will present you with multiple image options. Once you pick the image you want generated, you can use it or make it a video and use it as the background. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-ai-image-generator-that-went-viral-for-its-realistic-images-gets-a-major-upgrade\u002F\"\u003EThis AI image generator that went viral for its realistic images gets a major upgrade\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EEven though the videos will have an AI image-generated component, YouTube doesn't specify if there will be labeling to make that distinction. The promotional materials don't showcase any specific labels, which could lead to confusion about what's generated and what's not. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 20:47:00",timezone:"UTC",updated:c,published:c},description:"YouTube's AI-generated feature enables users to add images or videos to the background of their Shorts using text-to-image prompts.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"6e3619cf-c395-420b-8076-030595b8651f",image:{id:"37372f33-b55d-479f-98e4-0d4c8917c09e",filename:"gettyimages-2109291854.jpg",dateCreated:{created:c,date:"2024-11-22 19:36:18",timezone:"UTC",updated:c,published:c},alt:"Video illustration",credits:"Getty Images\u002Fgirafchik123",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F37372f33-b55d-479f-98e4-0d4c8917c09e\u002Fgettyimages-2109291854.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"this-new-youtube-tool-adds-ai-backgrounds-to-your-videos-instantly-for-free",startYear:c,summary:b,title:"This new YouTube tool adds AI backgrounds to your videos instantly - for free",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"040c3ff1-4f98-4277-b43f-e4d930acbe4e",slug:"photo-video",name:"Photo & Video",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"a4c60cb0-1265-4fd2-bbc6-960ba1bca457",username:"abeaty",profileUrl:c,email:c,firstName:"Artie",lastName:"Beaty",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"e162cc7e-cfeb-49ed-8d5a-d98d162d327e",filename:"artie.jpg",dateCreated:{created:c,date:"2023-06-08 15:26:03",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F06\u002F08\u002Fe162cc7e-cfeb-49ed-8d5a-d98d162d327e\u002Fartie.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Artie Beaty is a freelance writer, based just outside Charlotte, with a passion for smart home tech and tech news. He has a bachelor's in journalism from UNC Charlotte and has been writing for over 15 years. On the weekends you'll find him leading haunted ghost tours of uptown Charlotte.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"d4df0179-20dc-414a-8fd2-b689f79640f5\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Hiroshi Watanabe\u002FGetty Images\" data-image-alt-text=\"gettyimages-2158732148\" data-image-filename=\"gettyimages-2158732148.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-crop=\"2120x1191+0+223\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAnthropic is making its Claude AI a little more useful by enabling it to analyze your documents. \u003C\u002Fp\u003E\u003Cp\u003EStarting today, you can add a file from Google Docs to your \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-claude-and-how-its-different-from-chatgpt\u002F\" target=\"_blank\"\u003EClaude AI\u003C\u002Fa\u003E chat or project to give more context to conversations. \u003C\u002Fp\u003E\u003Cp\u003EYou can then ask the chatbot questions about the document, such as asking for a summary of the content, like in the below screenshot. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"a6dc2c95-43bc-4255-bab5-ecd6355f6b6e\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Anthropic\" data-image-alt-text=\"screenshot-2024-11-22-at-1-23-58pm.png\" data-image-filename=\"screenshot-2024-11-22-at-1-23-58pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1115\" data-image-height=\"835\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ECurrently, Google Docs integration for Claude is only available to users on Claude Pro and Claude for Work. For Claude for Work users, you'll need to \u003Ca href=\"https:\u002F\u002Fintercom.help\u002Fanthropic-6f71807d7c3e\u002Fen\u002Farticles\u002F10168395-setting-up-integrations-on-claude-ai\" target=\"_blank\"\u003Efollow the instructions here\u003C\u002Fa\u003E to set up your integration.\u003C\u002Fp\u003E\u003Ch2\u003EHere's how to add a Google Docs document to Claude:\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003EHover over the paperclip icon in the lower right corner of the chat interface.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003EClick the Google Drive icon. If this is your first time doing this, you'll log in to your Google account.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003ESearch through your recently accessed documents or paste your document's URL. You can add multiple Docs at once.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003ESend your message. Claude will access and process your document in response to your question.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThere are a few caveats. First, Claude is only able to extract text from a document. It cannot interpret images, comments, or suggestions. \u003C\u002Fp\u003E\u003Cp\u003ESecond, you can only sync documents that you have permission to view in Google Drive. If you lose access to a document while chatting with Claude, you won't be able to view its contents, but you will see those conversations. \u003C\u002Fp\u003E\u003Cp\u003ELastly, Google Docs added to chats and Project knowledge sync directly from Google Drive, meaning Claude will always have access to the latest version of the document. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-claudes-new-ai-data-analysis-tool-compares-to-chatgpts-version-hint-it-doesnt\u002F\"\u003EHow Claude's new AI data analysis tool compares to ChatGPT's version\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis new feature brings Claude in line with other AIs. \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-gemini\u002F\"\u003EGemini\u003C\u002Fa\u003E offers this same capability through extensions and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you\u002F\"\u003EChatGPT\u003C\u002Fa\u003E offers it through connections. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 20:45:36",timezone:"UTC",updated:c,published:c},description:"There are a few caveats to consider but this could be a major productivity enhancer for people who use Claude and Docs.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"1e5440bb-c114-4ab9-aec7-1b53e831ac2e",image:{id:"cb2be8bb-b494-4602-bc1b-136fd5f3d0a0",filename:"gettyimages-2158732148.jpg",dateCreated:{created:c,date:"2024-11-22 18:38:32",timezone:"UTC",updated:c,published:c},alt:"gettyimages-2158732148",credits:"Hiroshi Watanabe\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002Fcb2be8bb-b494-4602-bc1b-136fd5f3d0a0\u002Fgettyimages-2158732148.jpg",cropGravity:o,crop:"2120x1191+0+223",typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"claude-ai-can-analyze-your-google-docs-and-offer-feedback-now-how-it-works",startYear:c,summary:b,title:"Claude AI can analyze your Google Docs and offer feedback now",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"c482c6cf-c68b-4103-9887-e3cd4c655240",username:"rrajkumar",profileUrl:c,email:c,firstName:"Radhika",lastName:"Rajkumar",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"7d1d3479-c416-4440-82db-901b45ff031a",filename:"008a2316.jpg",dateCreated:{created:c,date:"2024-04-04 14:46:43",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F04\u002F04\u002F7d1d3479-c416-4440-82db-901b45ff031a\u002F008a2316.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Radhika Rajkumar is an editor for ZDNET based in New York City. She specializes in synthetic media, generative AI, and the impact of tech on journalism. Radhika holds a Masters in Creative Publishing and Critical Journalism from The New School.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"65c2452f-7915-47b9-aab4-71f793453ba1\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"PM Images\u002FGetty Images\" data-image-alt-text=\"gettyimages-1680325376\" data-image-filename=\"gettyimages-1680325376.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2101\" data-image-height=\"1427\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EOpenAI and Google, two major players in \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003Eartificial intelligence\u003C\u002Fa\u003E (AI), continue to fight for model supremacy in the public forum -- and the race is rapidly heating up. \u003C\u002Fp\u003E\u003Cp\u003EJust a day after OpenAI \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-updates-gpt-4o-reclaiming-its-crown-for-best-ai-model\u002F\" target=\"_blank\"\u003Esecured the number one chatbot title\u003C\u002Fa\u003E in the Chatbot Arena with its GPT-4o update, Google released \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-gemini\u002F\" target=\"_blank\"\u003EGemini\u003C\u002Fa\u003E Exp 1121, an experimental model that quickly rose to tie with ChatGPT for the top spot. The latest development was announced via an X post on Thursday by the Chatbot Arena's official account, which noted that large language model (LLM) \"progress is now measured in days.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots: ChatGPT, Copilot, and worthy alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"twitter_tweet\" data-size=\"medium\" data-float=\"none\" data-oembed=\"{"author_name":"lmarena.ai (formerly lmsys.org)","author_url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Flmarena_ai","cache_age":"3153600000","height":null,"html":"\u003Cblockquote class=\\"twitter-tweet\\"\u003E\u003Cp lang=\\"en\\" dir=\\"ltr\\"\u003EWoah, huge news again from Chatbot Arena\\ud83d\\udd25\u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002FGoogleDeepMind?ref_src=twsrc^tfw\\"\u003E@GoogleDeepMind\u003C\\\u002Fa\u003E\\u2019s just released Gemini (Exp 1121) is back stronger (+20 points), tied #1\\ud83c\\udfc5Overall with the latest GPT-4o-1120 in Arena!\u003Cbr\u003E\u003Cbr\u003ERanking gains since Gemini-Exp-1114:\u003Cbr\u003E\u003Cbr\u003E- Overall #3 \\u2192 #1\u003Cbr\u003E- Overall (StyleCtrl): #5 -&gt; #2\u003Cbr\u003E- Hard\\u2026 \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FZsaRm8iPQT\\"\u003Ehttps:\\\u002F\\\u002Ft.co\\\u002FZsaRm8iPQT\u003C\\\u002Fa\u003E \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FNqi4KhT7Er\\"\u003Epic.twitter.com\\\u002FNqi4KhT7Er\u003C\\\u002Fa\u003E\u003C\\\u002Fp\u003E&mdash; lmarena.ai (formerly lmsys.org) (@lmarena_ai) \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002Flmarena_ai\\\u002Fstatus\\\u002F1859673146837827623?ref_src=twsrc^tfw\\"\u003ENovember 21, 2024\u003C\\\u002Fa\u003E\u003C\\\u002Fblockquote\u003E\\n\\n","provider_name":"Twitter","provider_url":"https:\\\u002F\\\u002Ftwitter.com","type":"rich","url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Flmarena_ai\\\u002Fstatus\\\u002F1859673146837827623","version":"1.0","width":550}\" data-url=\"https:\u002F\u002Ftwitter.com\u002Flmarena_ai\u002Fstatus\u002F1859673146837827623?ref_src=twsrc^tfw\" data-conversation=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ECompared with Gemini's last release, Exp 1114, the model's update helped it climb from third to first place overall, and specifically improved in hard prompts, coding, math, and creative writing. Gemini had already been in first place in the vision category. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe ranking switch-up illustrates the exponential progress of AI developments, especially considering that \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E has \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-newly-released-gpt-4o-mini-dominates-the-chatbot-arena-heres-why\u002F\" target=\"_blank\"\u003Elong occupied\u003C\u002Fa\u003E the top spot in the Chatbot Arena, even with truncated models like \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-offers-gpt-4o-mini-to-slash-cost-of-applications\u002F\" target=\"_blank\"\u003EGPT-4o mini\u003C\u002Fa\u003E. Google's jump marks the third trade of the crown between the two companies in a single week. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-ai-image-generator-that-went-viral-for-its-realistic-images-gets-a-major-upgrade\u002F\"\u003EThis AI image generator that went viral for its realistic images gets a major upgrade\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ELogan Kilpatrick, senior product manager at Google, also \u003Ca href=\"https:\u002F\u002Fx.com\u002FOfficialLoganK\u002Fstatus\u002F1859667244688736419\" target=\"_blank\"\u003Eposted on X\u003C\u002Fa\u003E about the release, noting that the experimental model comes with \"significant gains\" in coding, as well as better reasoning and visual comprehension. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"twitter_tweet\" data-size=\"medium\" data-float=\"none\" data-oembed=\"{"author_name":"Logan Kilpatrick","author_url":"https:\\\u002F\\\u002Ftwitter.com\\\u002FOfficialLoganK","cache_age":"3153600000","height":null,"html":"\u003Cblockquote class=\\"twitter-tweet\\"\u003E\u003Cp lang=\\"en\\" dir=\\"ltr\\"\u003ESay hello to gemini-exp-1121! Our latest experimental gemini model, with:\u003Cbr\u003E\u003Cbr\u003E- significant gains on coding performance\u003Cbr\u003E- stronger reasoning capabilities\u003Cbr\u003E- improved visual understanding\u003Cbr\u003E\u003Cbr\u003EAvailable on Google AI Studio and the Gemini API right now: \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FfBrh6UGKz7\\"\u003Ehttps:\\\u002F\\\u002Ft.co\\\u002FfBrh6UGKz7\u003C\\\u002Fa\u003E\u003C\\\u002Fp\u003E&mdash; Logan Kilpatrick (@OfficialLoganK) \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002FOfficialLoganK\\\u002Fstatus\\\u002F1859667244688736419?ref_src=twsrc^tfw\\"\u003ENovember 21, 2024\u003C\\\u002Fa\u003E\u003C\\\u002Fblockquote\u003E\\n\\n","provider_name":"Twitter","provider_url":"https:\\\u002F\\\u002Ftwitter.com","type":"rich","url":"https:\\\u002F\\\u002Ftwitter.com\\\u002FOfficialLoganK\\\u002Fstatus\\\u002F1859667244688736419","version":"1.0","width":550}\" data-url=\"https:\u002F\u002Ftwitter.com\u002FOfficialLoganK\u002Fstatus\u002F1859667244688736419?ref_src=twsrc^tfw\" data-conversation=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EFor those who want to test it themselves, users can try Gemini Exp 1121 in the Chatbot Arena itself per usual. The model is available now in Google AI Studio and via the Gemini API. Kirkpatrick added in a \u003Ca href=\"https:\u002F\u002Fx.com\u002FOfficialLoganK\u002Fstatus\u002F1859667246563696893\" target=\"_blank\"\u003Eseparate post\u003C\u002Fa\u003E that generally available models are on the way, but did not provide a release date. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 19:22:18",timezone:"UTC",updated:c,published:c},description:"With AI progress 'now measured in days' Gemini and ChatGPT spent the week one-upping each other. Then this happened.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"33daa49e-1631-4213-8262-60ab89b3ef19",image:{id:"65c2452f-7915-47b9-aab4-71f793453ba1",filename:"gettyimages-1680325376.jpg",dateCreated:{created:c,date:"2024-11-22 18:40:05",timezone:"UTC",updated:c,published:c},alt:"gettyimages-1680325376",credits:"PM Images\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F65c2452f-7915-47b9-aab4-71f793453ba1\u002Fgettyimages-1680325376.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2101,height:1427,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"why-there-could-be-a-new-ai-chatbot-champ-by-the-time-you-read-this",startYear:c,summary:b,title:"Why there could be a new AI chatbot champ by the time you read this",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1050fa4d-ec91-11e3-95d2-02911863765e",slug:"google",name:"Google",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"bb46c0aa-c2bb-438a-93bb-0198776dcc86\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Santiago Urquijo\u002FGetty Images\" data-image-alt-text=\"Forest\" data-image-filename=\"gettyimages-1273584292.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-crop=\"2121x1192+0+32\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EMost AI \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\" target=\"_blank\"\u003Eimage generators \u003C\u002Fa\u003Ehave guardrails to prevent people from creating harmful images. However, BlackForestLabs's FLUX.1 platform does not, and -- combined with its realistic image generations -- has inspired \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgrok-gets-an-impressive-upgrade-and-unchecked-ai-image-generation-apparently\u002F\" target=\"_blank\"\u003Eviral image creations\u003C\u002Fa\u003E. Now, the model is getting a massive upgrade. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\"\u003EThe best AI image generators: Tested and reviewed\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOn Thursday, the company \u003Ca href=\"https:\u002F\u002Fblackforestlabs.ai\u002Fflux-1-tools\u002F?utm_source=www.therundown.ai&utm_medium=newsletter&utm_campaign=openai-takes-aim-at-chrome&_bhlid=01e770af3a304d712b3cd844bae76d58dfd1ab53\" target=\"_blank\"\u003Eannounced\u003C\u002Fa\u003E FLUX.1 Tools, a suite of models that can help users modify images created with its FLUX text-to-image model, offering more options for image control and manipulation. The four features of this suite include Fill, Depth, Canny, and Redux. \u003C\u002Fp\u003E\u003Cp\u003EWith Flux.1 Fill, users can access inpainting and outpainting capabilities on their images, meaning they can seamlessly remove from or add to an image and even expand the image beyond the borders of its original frame. As seen below, the differences are added seamlessly, blending into the background and making it hard to distinguish from the original. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"64e88d93-35c0-435b-9bc6-32afabae8f43\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Black Forest Labs\" data-image-alt-text=\"Black Forest Labs\" data-image-filename=\"screenshot-2024-11-22-at-12-14-59pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1606\" data-image-height=\"974\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe FLUX. Tools also allow for structural conditioning, which uses canny edge or depth detection to map the elements of an image's structure and keep the composition and structure in future generations, as seen in the image below. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"fcae25b6-2169-4c14-b5c6-a89ecf269e9d\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Black Forest Labs\" data-image-alt-text=\"Black Forest Labs\" data-image-filename=\"screenshot-2024-11-22-at-12-16-30pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1650\" data-image-height=\"812\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ELastly, Redux is an adapter for the FLUX.1 models, which enables users to produce a new version of an existing image with slight variations. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"6ff9054e-00bc-49de-9baf-e954dad56037\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"BlackForestLabs\" data-image-alt-text=\"BlackForestLabs\" data-image-filename=\"screenshot-2024-11-22-at-12-17-16pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1798\" data-image-height=\"454\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EBlackForestLabs includes benchmark results for each one of these features; the FLUX 1 Tool outperforms other state-of-the-art models, including Ideogram V2, Stable Diffusion 1.5, Midjourney Retexture, and more, according to the company. \u003C\u002Fp\u003E\u003Cp\u003EThe FLUX.1 Tools are available as open-access models within the FLUX.1 [dev] model series, and in the BFL API supplementing FLUX.1 [pro]. To try out the FLUX.1 generator, you can access it on X via Grok with a Premium or Premium+ subscription, which starts at $7 per month. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 18:21:02",timezone:"UTC",updated:c,published:c},description:"Black Forest Labs introduces a set of FLUX.1 Tools to edit your images - and it rivals state-of-the-art models.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"0dfb9683-c22b-4a15-a45b-744a1ea3a1f8",image:{id:"bb46c0aa-c2bb-438a-93bb-0198776dcc86",filename:"gettyimages-1273584292.jpg",dateCreated:{created:c,date:"2024-11-22 17:21:09",timezone:"UTC",updated:c,published:c},alt:"Forest",credits:"Santiago Urquijo\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002Fbb46c0aa-c2bb-438a-93bb-0198776dcc86\u002Fgettyimages-1273584292.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"this-ai-image-generator-that-went-viral-for-its-realistic-images-gets-a-major-upgrade",startYear:c,summary:b,title:"This AI image generator that went viral for its realistic images gets a major upgrade",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"97e096ab-1a2f-479b-b8c6-7abec11c1087",username:"lancewhitney",profileUrl:c,email:c,firstName:"Lance",lastName:"Whitney",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"6835195a-fcd2-43b2-918b-8f61bcdb9fd2",filename:"lance-31.png",dateCreated:{created:c,date:"2023-05-12 19:35:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F05\u002F12\u002F6835195a-fcd2-43b2-918b-8f61bcdb9fd2\u002Flance-31.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Lance Whitney is a freelance technology writer and trainer with a background in IT. He's written for a host of sites and publications, including TechRepublic, PCMag, Macworld, AskWoody, Time, Fortune, and AARP Magazine. He spent seven years writing breaking news for CNET and six years writing a monthly column about Microsoft utilities for the late TechNet Magazine. He's written two books for Wiley & Sons - \"Windows 8: Five Minutes at a Time\" and \"Teach Yourself Visually LinkedIn.\" He also teaches both online and in-person computer classes on such topics as Windows, Microsoft Office, eBay, social media, and cybersecurity. And in a past life, he worked in IT for an international company providing product management and systems support in the U.S. and abroad.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"31362156-bccc-46e8-be8b-87fee24699a3\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Siri on iPhone\" data-image-filename=\"gettyimages-1237878984.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1024\" data-image-height=\"683\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EApple may be late to the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E party, but that doesn't mean it's standing still. The company is developing a new version of Siri that would work more like popular AI bots such as ChatGPT and Google Gemini, according to Bloomberg's Mark Gurman.\u003C\u002Fp\u003E\u003Cp\u003EThe goal is to catch up with other AIs by equipping Siri with more advanced and conversational skills, Gurman said in a \u003Ca href=\"https:\u002F\u002Fwww.bloomberg.com\u002Fnews\u002Farticles\u002F2024-11-21\u002Fapple-readies-more-conversational-llm-siri-in-bid-to-rival-openai-s-chatgpt\"\u003Estory published Thursday\u003C\u002Fa\u003E, citing \"people with knowledge of the matter.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F2-reasons-why-i-recommend-the-m4-mac-mini-to-everyone-and-its-100-off-right-now\u002F\"\u003E2 reasons why I recommend the M4 Mac Mini to everyone - and it's $100 off right now\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EDubbed \"LLM Siri\" by Apple employees (LLM standing for large language model), the new Siri is already being tested internally on iPhones, iPads, and Macs as a standalone app. But if all goes well, the new assistant will eventually replace the Siri we all know and have a hard time loving.\u003C\u002Fp\u003E\u003Cp\u003EApple could announce the new AI as soon as 2025 as part of iOS 19 and macOS 16. The new OS editions should launch next September, as expected. However, LLM Siri won't debut until the spring of 2026, similar to the way the company is doling out \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fios-18-1-with-apple-intelligence-is-here-try-these-5-ai-features-first\u002F\" target=\"_blank\"\u003EApple Intelligence\u003C\u002Fa\u003E in dribs and drabs. However, given the work involved and these early reports, that timeframe could change.\u003C\u002Fp\u003E\u003Cp\u003ELike \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-gemini\u002F\" target=\"_blank\"\u003EGemini\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-copilot\u002F\" target=\"_blank\"\u003EMicrosoft Copilot\u003C\u002Fa\u003E, the new Siri would use advanced LLMs to foster more natural back-and-forth conversations. LLMs are trained on a huge amount of data to learn how to handle and process human language to sound human in their responses.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-search-could-destroy-online-businesses-how-you-can-stay-ahead\u002F\"\u003EChatGPT Search could destroy online businesses - how you can stay ahead\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe sources, who asked not to be identified because Apple has yet to announce the project, told Gurman that LLM Siri would also be able to quickly respond to more \"sophisticated\" requests.\u003C\u002Fp\u003E\u003Cp\u003EThe new Siri would leverage new Apple AI models to act more like a human being and less like a robotic and limited voice assistant. LLM Siri will also use an Apple framework called App Intents to work across third-party apps, Gurman added. Further, the new Siri would be able to use key features of Apple Intelligence, such as writing and summarizing text.\u003C\u002Fp\u003E\u003Cp\u003EAs further evidence of Apple's AI efforts, Gurman pointed to \u003Ca href=\"https:\u002F\u002Fjobs.apple.com\u002Fen-us\u002Fdetails\u002F200577472\u002Faiml-senior-machine-learning-engineer-audio-generation-siri-and-information-intelligence?team=MLAI\"\u003Ea job listing\u003C\u002Fa\u003E seeking an engineer in the area of Siri and information intelligence:\u003C\u002Fp\u003E\u003Cp\u003E\"We are seeking a high caliber Senior Machine Learning Engineer to join our dynamic team,\" the listing says. \"The ideal candidate will play a pivotal role in the evaluation and enhancement of our Apple Intelligence products. They will work with large amounts of real-world data to analyze and propose changes to the Siri user experience.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fwe-loved-our-alexa-enabled-microwave-so-much-we-bought-another-and-its-50-off\u002F\"\u003EWe loved our Alexa-enabled microwave so much, we bought another (and it's $50 off)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs generative AI has grown into a hot tech area, companies like Microsoft and Google have launched their own advanced and sophisticated chatbots. In the position of playing catch-up, Apple has slowly been adding its Apple Intelligence features to its latest OS versions.\u003C\u002Fp\u003E\u003Cp\u003ESo far, Apple has added \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fios-18-1-with-apple-intelligence-is-here-try-these-5-ai-features-first\u002F\"\u003Esuch AI-powered features\u003C\u002Fa\u003E as writing tools, phone recordings and transcriptions, and notification summaries. More features are in store with upcoming updates to the various operating systems. The company is \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fapple-announces-new-openai-iphone-features-at-wwdc\u002F\" target=\"_blank\"\u003Eeven adding access to ChatGPT\u003C\u002Fa\u003E with iOS\u002FiPadOS 18.2 and MacOS Sequoia 15.2 and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fapple-is-in-talks-to-bring-googles-gemini-ai-models-to-the-iphone-as-early-as-this-year\u002F\" target=\"_blank\"\u003Emay add Gemini\u003C\u002Fa\u003E at some point. But those moves speak to the fact that Apple has no true AI of its own.\u003C\u002Fp\u003E\u003Cp\u003EAnd then there's Siri. So far, Apple's voice assistant has gotten a visual makeover, the ability to answer questions about your device, and a Type to Siri feature. But for those of us who've used and been frustrated with Siri for years, the technology needs more than just some AI enhancements.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-ai-podcast-tool-transforms-your-text-into-stunningly-lifelike-audio-for-free\u002F\"\u003EGoogle's AI podcast tool transforms your text into stunningly lifelike audio - for free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFar too often, Apple's assistant fails to understand simple requests, misinterprets what you say, or just gives up instead of helping you. These are the weaknesses that Apple needs to address with any new version. Could an LLM Siri be the answer? We'll have to wait until 2026 to find out.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 17:51:00",timezone:"UTC",updated:c,published:c},description:"Here's what we know about 'LLM Siri.'",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"3ef8cc2e-8c73-4933-99dc-7085f26b30df",image:{id:"31362156-bccc-46e8-be8b-87fee24699a3",filename:"gettyimages-1237878984.jpg",dateCreated:{created:c,date:"2024-11-22 14:50:09",timezone:"UTC",updated:c,published:c},alt:"Siri on iPhone",credits:"Maria Diaz\u002FZDNET",caption:"\u003Cp\u003EA smarter Siri could be coming to the iPhone. \u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F31362156-bccc-46e8-be8b-87fee24699a3\u002Fgettyimages-1237878984.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1024,height:683,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"apple-reportedly-prepping-powerful-new-ai-version-of-siri-for-2026",startYear:c,summary:b,title:"Apple reportedly prepping powerful new AI version of Siri for 2026",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fbd54d0-ec91-11e3-95d2-02911863765e",slug:"apple",name:"Apple",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"108f2b14-ec91-11e3-95d2-02911863765e",slug:"ios",name:"iOS",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"6fd937ba-0ebe-45ac-a5ef-918a13460c75",slug:"smart-assistants",name:"Smart Assistants",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d}],componentLabel:c,description:c,filters:c,paging:c,slug:"dynamic-topic-five-story-feature-latest-offset-5",title:c,label:c,viewMoreText:c,viewMoreUrl:c,relatedItems:c},{id:"61aded77-4ad4-412f-850f-e183cdc51b1d",meta:{componentName:"61aded77-4ad4-412f-850f-e183cdc51b1d",componentDisplayName:c,componentType:"ContentList"},metadata:{},links:{self:{href:"https:\u002F\u002Fbender.cnetstatic.com\u002Fapi\u002Fneutron\u002Fcomponents\u002Fzdnet\u002Flisting\u002Fdynamic_listing\u002F61aded77-4ad4-412f-850f-e183cdc51b1d\u002Fweb?searchBy=id&topicSlug=artificial-intelligence&componentType=ContentList&componentName=61aded77-4ad4-412f-850f-e183cdc51b1d",meta:{pageNum:1,count:15}},prev:{href:c,meta:c},next:{href:"https:\u002F\u002Fbender.cnetstatic.com\u002Fapi\u002Fneutron\u002Fcomponents\u002Fzdnet\u002Flisting\u002Fdynamic_listing\u002F61aded77-4ad4-412f-850f-e183cdc51b1d\u002Fweb?searchBy=id&topicSlug=artificial-intelligence&componentType=ContentList&componentName=61aded77-4ad4-412f-850f-e183cdc51b1d&offset=15&limit=15",meta:{pageNum:2,count:15}},first:{href:"https:\u002F\u002Fbender.cnetstatic.com\u002Fapi\u002Fneutron\u002Fcomponents\u002Fzdnet\u002Flisting\u002Fdynamic_listing\u002F61aded77-4ad4-412f-850f-e183cdc51b1d\u002Fweb?searchBy=id&topicSlug=artificial-intelligence&componentType=ContentList&componentName=61aded77-4ad4-412f-850f-e183cdc51b1d&offset=0&limit=15",meta:{pageNum:1,count:15}},last:{href:"https:\u002F\u002Fbender.cnetstatic.com\u002Fapi\u002Fneutron\u002Fcomponents\u002Fzdnet\u002Flisting\u002Fdynamic_listing\u002F61aded77-4ad4-412f-850f-e183cdc51b1d\u002Fweb?searchBy=id&topicSlug=artificial-intelligence&componentType=ContentList&componentName=61aded77-4ad4-412f-850f-e183cdc51b1d&offset=8220&limit=15",meta:{pageNum:549,count:13}}},items:[{author:{id:"a0de22ce-dbed-419b-9a97-562689032701",username:"kwan2035",profileUrl:c,email:c,firstName:"Kerry",lastName:"Wan",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"4cc4d03e-eeaf-4b0c-bb8a-63d34de6cc51",filename:"1549928918804.jpg",dateCreated:{created:c,date:"2022-06-03 20:04:44",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F06\u002F03\u002F4cc4d03e-eeaf-4b0c-bb8a-63d34de6cc51\u002F1549928918804.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Kerry serves as Senior Reviews Editor of ZDNET and is based in New York City. He reviews the latest consumer gadgets and shares advice to make the most out of them. When Kerry isn't drooling over the next best thing, he's probably being let down by the Los Angeles Lakers.",profile:c,title:"Senior Reviews Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"7fc5d002-00e5-4f7d-b662-bfd2af06002a\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Kerry Wan\u002FZDNET\" data-image-alt-text=\"Ray-Ban Smart Glasses designs\" data-image-filename=\"ray-ban-smart-glasses-in-hand.jpg\" data-image-date-created=\"2023\u002F09\u002F26\" data-image-width=\"4240\" data-image-height=\"2384\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI don't think anyone -- not even Meta -- expected last year's \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"7293a45d-d751-46c8-bb07-ce4fe26c08d1\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Sunglasses-Wayfarer-Polarized-Gradient\u002Fdp\u002FB0D9BTQ3VB\u002F\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Sunglasses-Wayfarer-Polarized-Gradient\u002Fdp\u002FB0D9BSBDXG\u002F?tag=zdnet-buy-button-20\" data-link-shortcode-text=\"Ray-Ban smart glasses\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E to be as big of a hit as they have been. However, baking a slew of useful features into a widely accepted form factor has made them one of the most successful tech gadgets in recent years. Since \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-ray-ban-smart-glasses-review\u002F\" target=\"_blank\"\u003Ereviewing them\u003C\u002Fa\u003E a year ago, I still wear mine whenever I work, travel, and go out for walks.\u003C\u002Fp\u003E\u003Cp\u003EThat's why I'm spotlighting one of the most competitive offers on the smart glasses yet, with both \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"71c71125-7e6d-480d-a443-309afd5afc3e\" data-raw-url=\"https:\u002F\u002Fwww.ray-ban.com\u002Fusa\u002Fray-ban-meta-smart-glasses\" data-link-shortcode-text=\"Meta\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E and \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"0de593aa-cd22-4934-a4b5-dc18d6e0f4e5\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXX2HG5?\" data-link-shortcode-text=\"major retailers\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E selling the wearable for 20% off, bringing the starting price down to just $239. The best part? The discount applies to every frame and style, including Wayfarer, Skyler, and Headliner.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"710ffd8f-b930-4dfd-913a-0f9bd7bf289e\" data-edition=\"us\" data-hed=\"Meta Ray-Ban smart glasses for as low as $239 (save $60)\" data-imagegroup=\"{"alt":"","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"9c2ee670-80e2-4660-a779-8a851b839231","filename":"dsc00014.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F10\u002F17\u002F9c2ee670-80e2-4660-a779-8a851b839231\u002Fdsc00014.jpg","dateCreated":{"date":"2023-10-17 01:07:28","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"9c2ee670-80e2-4660-a779-8a851b839231","imageFilename":"dsc00014.jpg","imageDateCreated":"2023\u002F10\u002F17"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXX2HG5?\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXX2HG5?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{"uuid":"dc9c0a60-ac98-44b7-8c8b-12b826ea9d4e","slug":"meta-ray-ban-wayfarer-standard-smart-glasses-shiny-black-g15-green","name":"Meta Ray-Ban Wayfarer (Standard) Smart Glasses - Shiny Black, G15 Green","productType":"SERIES","updateType":"AUTOPID","mod":1732218184601,"displayDate":"Thu Nov 21 2024 14:43:04 GMT-0500 (Eastern Standard Time)"}\" data-usemonetization=\"true\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI won't get into the nitty-gritty of the Meta Ray-Bans, but their core features include a 12-megapixel ultra-wide lens for capturing photos and videos, Bluetooth audio playing, and Meta AI for conversing and asking questions. I've found the camera capability ideal for when I'm recording footage of me testing and demoing products at briefings, conventions, and trade shows. It's also handy when driving, and I want a shot of my scenic views.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fmeta-ray-ban-smart-glasses-review\u002F\"\u003EMeta Ray-Ban Smart Glasses: The best AI-powered glasses to buy right now\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESince publishing my review, Meta has rolled out \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fnew-meta-ray-ban-ai-features-roll-out-making-the-smart-glasses-even-more-tempting\u002F#link={\" target=\"_blank\"\u003Eseveral updates\u003C\u002Fa\u003E to the glasses that have made them even more worth the investment. These include recording up to three minutes (instead of one minute), remembering things for you thanks to its multimodal AI, and even translating conversations (though it's limited to Spanish for now). There are more features to come, of course.\u003C\u002Fp\u003E\u003Cp\u003ENotably, this Black Friday offer applies to every frame and style of the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"4a552f7f-9daa-4110-b55b-f53ee5e64f37\" data-raw-url=\"https:\u002F\u002Fwww.ray-ban.com\u002Fusa\u002Fray-ban-meta-smart-glasses\" data-link-shortcode-text=\"Meta Ray-Bans\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E except for one: the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-metas-transparent-ray-ban-smart-glasses-and-theyre-a-near-perfect-accessory-for-me\u002F\" target=\"_blank\"\u003Elimited-edition release from October\u003C\u002Fa\u003E. But for just about everything else, you can pick up a pair, including with transition lenses and prescriptions, for 20% off, the best deal I've seen for the wearables yet. You'll want to act fast, as the offer will run while supplies last. When in doubt, check listings from major retailers like \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"5099e7d0-87ec-4ead-8a2e-39dd35735431\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FMeta-Ray-Ban-Wayfarer-Standard-Glasses\u002Fdp\u002FB0CGXYVQ1P\" data-link-shortcode-text=\"Amazon\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E and \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"baf5aafc-e742-4584-a916-549fd323615a\" data-raw-url=\"https:\u002F\u002Fwww.bestbuy.com\u002Fsite\u002Fray-ban-meta-wayfarer-smart-glasses-with-meta-ai-audio-photo-video-compatibility-green-lenses-shiny-black\u002F6560291.p?skuId=6560291\" data-link-shortcode-text=\"Best Buy\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E if your preferred design is no longer available on the Ray-Ban website.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8d3819ee-dff8-4382-bb9f-7678d1238ad8\" data-edition=\"us\" data-description=\"\u003Cp\u003EDeals are subject to sell out or expire at any time, though ZDNET remains committed to finding, sharing, and updating the best product deals for you to score the best savings. Considering this offer is for a refurbished product, inventory is even more important than timing, so keep an eye out for the stock of the model that interests you the most.\u003C\u002Fp\u003E\u003Cp\u003EOur team of experts regularly checks in on the deals we share to ensure they are still live and obtainable. We're sorry if you've missed out on this deal, but don't fret -- we're constantly finding new chances to save and sharing them with you at&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002F"\u003EZDNET.com\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\" data-hed=\"When will this deal expire?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"3aa16d16-8ccd-4f94-b2cc-91f3af21b2ff\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F3aa16d16-8ccd-4f94-b2cc-91f3af21b2ff\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-23 13:30:16",timezone:"UTC",updated:c,published:c},description:"Consistent feature updates and a rare discount make the Meta Ray-Ban smart glasses a fantastic buy going into the holiday season.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"70101543-217e-4ece-ab31-b446c1518a89",image:{id:"7fc5d002-00e5-4f7d-b662-bfd2af06002a",filename:"ray-ban-smart-glasses-in-hand.jpg",dateCreated:{created:c,date:"2023-09-26 13:48:39",timezone:"UTC",updated:c,published:c},alt:"prioritize-hands-on-images",credits:"Don't forget credit\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F09\u002F26\u002F7fc5d002-00e5-4f7d-b662-bfd2af06002a\u002Fray-ban-smart-glasses-in-hand.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:4240,height:2384,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"deals",hubTopicPathString:"Tech^Wearables^Smart Glasses",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"you-can-buy-meta-ray-ban-smart-glasses-for-20-off-this-black-friday-how-the-deal-works",startYear:c,summary:b,title:"You can buy Meta Ray-Ban smart glasses for 20% off this Black Friday - how the deal works",topic:{id:"4010a147-6392-43c9-84ea-5ff86c70e201",slug:"smart-glasses",name:"Smart Glasses",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"4010a147-6392-43c9-84ea-5ff86c70e201",slug:"smart-glasses",name:"Smart Glasses",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"91a4cdc7-83f0-4ac1-9561-628db15e2c76",slug:"smart-office",name:"Smart Office",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"eca19898-12cf-4e3a-bca9-73b9d72c405c",slug:"wearables",name:"Wearables",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"e2878d90-97ee-4fd3-bf18-232676aa9874\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Getty Images\u002FMalte Mueller\" data-image-alt-text=\"People shaking hands illustration\" data-image-filename=\"gettyimages-1417702021.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2130\" data-image-height=\"1408\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAlthough a slide deck combines images, text, graphs, and creative layouts to convey a message, sometimes a topic can be better explained verbally. To combine visuals and audio elements into your presentation, you can insert a live stream of yourself talking into your Google Slides deck. \u003C\u002Fp\u003E\u003Cp\u003EWith the speaker spotlight tool, it's easy to insert a quick video of yourself into your presentation in a way that aesthetically matches your slide deck, as seen below. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"twitter_tweet\" data-size=\"medium\" data-float=\"none\" data-oembed=\"{"author_name":"Google Docs","author_url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Fgoogledocs","cache_age":"3153600000","height":null,"html":"\u003Cblockquote class=\\"twitter-tweet\\"\u003E\u003Cp lang=\\"en\\" dir=\\"ltr\\"\u003ELevel up your presentations with speaker spotlight in \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002Fhashtag\\\u002FGoogleSlides?src=hash&amp;ref_src=twsrc^tfw\\"\u003E#GoogleSlides\u003C\\\u002Fa\u003E! \\u2728 No more boring slides, now you can insert your beautiful face directly into your presentation. It&#39;s like a green screen, but way easier. \\ud83d\\udc49 \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FNunMVJqnOj\\"\u003Ehttps:\\\u002F\\\u002Ft.co\\\u002FNunMVJqnOj\u003C\\\u002Fa\u003E \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FhqTYUxgP9h\\"\u003Epic.twitter.com\\\u002FhqTYUxgP9h\u003C\\\u002Fa\u003E\u003C\\\u002Fp\u003E&mdash; Google Docs (@googledocs) \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002Fgoogledocs\\\u002Fstatus\\\u002F1859243303239139489?ref_src=twsrc^tfw\\"\u003ENovember 20, 2024\u003C\\\u002Fa\u003E\u003C\\\u002Fblockquote\u003E\\n\\n","provider_name":"Twitter","provider_url":"https:\\\u002F\\\u002Ftwitter.com","type":"rich","url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Fgoogledocs\\\u002Fstatus\\\u002F1859243303239139489","version":"1.0","width":550}\" data-url=\"https:\u002F\u002Ftwitter.com\u002Fgoogledocs\u002Fstatus\u002F1859243303239139489\" data-conversation=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe video feed streamed into the spotlight is live as you are presenting, but you can also record the presentation and then share it so that your colleagues, students, or peers have you verbally explain the slides and go through them. Sound too good to be true? Here's how to implement this quick feature. \u003C\u002Fp\u003E\u003Ch2\u003EHow to add a speaker spotlight in Google Slides\u003C\u002Fh2\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"8c9b8249-27ea-42e5-b1bb-5a1d647d3f0e\" data-edition=\"us\" data-description=\"\u003Cp\u003EFirst, you will want to visit your Google Slides application or \u003Ca href="https:\u002F\u002Fworkspace.google.com\u002Fproducts\u002Fslides\u002F" target="_blank"\u003Ewebsite\u003C\u002Fa\u003E and sign into your free Google account.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"1. Visit Google Slides\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b13275ba-9ba6-4de3-9cf0-89bbe0666aed\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Google Slides Screenshot\" data-image-filename=\"screenshot-2024-11-22-at-1-49-03pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"3456\" data-image-height=\"1718\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"bf744375-6ef5-4482-b48f-515da3722bdd\" data-edition=\"us\" data-description=\"\u003Cp\u003EYou should create this presentation the same way you typically would. Once you sign in, select a template you like or click on the blank presentation option to build your own.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"2. Create a new presentation\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"5c8cfbae-740a-4c11-867c-fe4db25c8c65\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Google Slides Screenshot\" data-image-filename=\"screenshot-2024-11-22-at-12-49-59pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2866\" data-image-height=\"738\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"2454767e-faf0-4974-ae0c-c736604eb79f\" data-edition=\"us\" data-description=\"\u003Cp\u003EOnce you have built your slide, go to the toolbar, and click the speaker spotlight icon that looks like a camera with a person in it, as seen below. This will allow you to add the speaker spotlight at the top of your screen. Click "Insert," and then, from the sidebar, click on the speaker spotlight shape that you want to add to the presentation.\u003C\u002Fp\u003E\u003Cp\u003EOnce you do all this, you will likely be asked to authorize Google Slides&nbsp;to access your camera and microphone unless you have previously given it this permission. All you have to do is click "allow" when the pop-up comes up.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"3. Add the spotlight\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"46922909-0721-4421-b5d7-e4fca53c3915\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Spotlight Speaker icon\" data-image-filename=\"screenshot-2024-11-22-at-1-54-35pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2168\" data-image-height=\"924\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"591f8fcf-4eaf-4239-81fc-c9f6a2b514b1\" data-edition=\"us\" data-description=\"\u003Cp\u003ENext to the shape, there is an eye icon that, when clicked, allows you to preview what the slides will look like as you are presenting. Before seeing the preview, you will be shown a pop-up where you can click "use camera" to see what the presentation will look like.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"4. Preview what it looks like with you in it\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"998c450a-7193-4861-bd3c-8a75a5382b75\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Eye icon\" data-image-filename=\"screenshot-2024-11-22-at-1-55-52pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1548\" data-image-height=\"1040\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a11be20a-e99c-4098-957f-71635c09282f\" data-edition=\"us\" data-description=\"\u003Cp\u003EIn my opinion, the most helpful use case for this feature would be to share it with your colleagues so they can watch it asynchronously while still having the opportunity to watch you present. Luckily, you are able to do so with the "Rec" button, found in the top right corner of the toolbar.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003EOnce you click on it, you can click "record a new video," which will bring you to a new page where you can click through your presentation, see yourself in the upper right-hand corner, and click Record to start. You can click through your slides, change your background, pause, and more. There is a 30-minute limit.&nbsp;\u003C\u002Fp\u003E\" data-hed=\"5. Record (optional)\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"d2088f98-bd85-4f33-9bba-392b8c6030d1\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Screenshot by Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Recording feature\" data-image-filename=\"screenshot-2024-11-22-at-1-57-28pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2824\" data-image-height=\"1678\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E\u003Cbr\u003E\u003C\u002Fh2\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-23 13:00:22",timezone:"UTC",updated:c,published:c},description:"Sometimes, the best way to explain something is verbally, and now you can a recording of yourself in your next Google Slides presentation.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"f9508960-5ee5-4ac3-88db-3fad1630b7a3",image:{id:"e2878d90-97ee-4fd3-bf18-232676aa9874",filename:"gettyimages-1417702021.jpg",dateCreated:{created:c,date:"2024-11-22 19:02:16",timezone:"UTC",updated:c,published:c},alt:"People shaking hands illustration",credits:"Getty Images\u002FMalte Mueller",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002Fe2878d90-97ee-4fd3-bf18-232676aa9874\u002Fgettyimages-1417702021.jpg",cropGravity:o,crop:"2130x1197+0+114",typeName:"content_image",imageUrl:c,width:2130,height:1408,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"how-to",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"you-can-add-a-video-of-yourself-speaking-in-google-slides-now-heres-how",startYear:c,summary:b,title:"You can add a video of yourself speaking in Google Slides now. Here's how",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cp\u003EAs \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fearly-black-friday-2024-everything-you-need-to-know-about-holiday-shopping\u002F\" target=\"_blank\"\u003EBlack Friday and Cyber Monday\u003C\u002Fa\u003E approach, more deals on different devices are popping up. Robot vacuums are just one category seeing major pricing discounts in preparation for the year's biggest shopping event. ZDNET is gathering the best and most legitimate deals available right now, so you don't have to worry about wading through the madness that is deal hunting. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fbest-black-friday-deals-2024\u002F\" target=\"_blank\"\u003E\u003Cstrong\u003EThe best Black Friday deals live now\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-we-test-robot-vacuums\u002F\" target=\"_blank\"\u003EI test different types of robot vacuums daily\u003C\u002Fa\u003E and have grown exceedingly familiar with each brand's strengths and weaknesses and their price fluctuations. As a result, I've realized that this is the best time to buy that robot vacuum you've had your eye on all year or as a holiday gift for that family member who's always wanted one. Here are my picks for the best Black Friday robot vacuum deals.\u003C\u002Fp\u003E\u003Cspan data-shortcode=\"commercebutton\" data-id=\"20055aa8-4f1a-40b4-97f9-a5beb8ec2f7c\" data-button-text=\"Shop deals at Amazon\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002F\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002F?tag=zdnet-buy-button-20\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E\u003Ch2\u003EOur favorite robot vacuum deals for Black Friday 2024\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6fbb39c0-fe99-4a2a-8de5-3768ce1298fb\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Robot-Vacuum\u002Fdp\u002FB094NYHTMF\" data-link-shortcode-text=\"iRobot Roomba j7+ robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $359 (save $441 at Amazon): This discount on \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Firobot-roomba-j7-review\u002F\" target=\"_blank\"\u003Ea self-emptying Roomba\u003C\u002Fa\u003E powered by RobotOS is a deal you can't miss. You can also get the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6d9c45e6-71b5-4c30-ba0a-8bc9e421ff70\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot%C2%AE-Roomba-ComboTM-Self-Emptying-Vacuum\u002Fdp\u002FB0BCH3J9RD\" data-link-shortcode-text=\"Roomba Combo j7+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E variation, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Froomba-combo-j7-plus-review\u002F\" target=\"_blank\"\u003Ewith a fully retractable mop pad\u003C\u002Fa\u003E, at 18% off for $899.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c5fabe8a-0759-4f8b-8c89-607eb4bd3103\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-Auto-Empty-Hands-Free-Cleaning-APP-Controlled\u002Fdp\u002FB09NNFNWZ9\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-Auto-Empty-Hands-Free-Cleaning-APP-Controlled\u002Fdp\u002FB09NNFNWZ9?tag=zdnet-buy-button-20\" data-link-shortcode-text=\"Roborock Q7 Max+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $360 (save $510 at Amazon): Besides a Q7 robot vacuum and mop, the Max model includes a self-emptying dock that you don't have to worry about for up to seven weeks.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"47f0b801-b0e1-4597-88ab-d0ba09467b2b\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0CQL4SPWX\" data-link-shortcode-text=\"Dreame X30 Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $850 (save $550 at Amazon): This is the lowest price on the Dreame X30 Ultra, which \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fdreame-x30-ultra-review\u002F\" target=\"_blank\"\u003Ewas ZDNET's top pick\u003C\u002Fa\u003E for the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fbest-robot-vacuum-mop\u002F\" target=\"_blank\"\u003Ebest 2-in-1 robot vacuum and mop\u003C\u002Fa\u003E, dethroned only by its successor, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-a-1900-robot-vacuum-and-mop-for-a-month-heres-why-its-worth-it\u002F\"\u003Ethe X40 Ultra\u003C\u002Fa\u003E.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"ade86279-70de-4222-b3a4-c314c0852b26\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FYeedi-M12-PRO-ZeroTangle-Technology\u002Fdp\u002FB0CW65GK5X\" data-link-shortcode-text=\"Yeedi M12 Pro+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $550 (save $450 at Amazon): Have you ever heard the phrase \"high-end features for a mid-range price?\" \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-hands-free-robot-vacuum-and-mop-was-already-affordable-but-its-now-an-extra-150-off\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-hands-free-robot-vacuum-and-mop-was-already-affordable-but-its-now-an-extra-150-off\u002F%22,%22target%22:%22%22,%22absolute%22:%22%22,%22linkText%22:%22This%20hands-free%20robot%20vacuum%20and%20mop%22%7D\"\u003EThis hands-free robot vacuum and mop\u003C\u002Fa\u003E does all the work for you, with flagship features like an extending mop pad to reach corners and under cabinets and 11,000Pa of suction.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"ba0cecc2-9e3c-4937-81a7-956cbefe271f\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Combo-Essential-Vacuum\u002Fdp\u002FB0CNKVHSS9\" data-link-shortcode-text=\"iRobot Roomba Essential Combo robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $245 (save $30 at Amazon): This essential robot vacuum is an entry-level Roomba that combines powerful suction with mopping action.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"82771f73-ab7d-4f67-8603-e48660f18f2b\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FAIRROBO-Self-Emptying-Capacity-Schedule-T20\u002Fdp\u002FB0CQC24STL\" data-link-shortcode-text=\"Airrobo T20+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $199 (save $301 at Amazon): This is the lowest price we've ever seen on this Airrobo self-emptying robot vacuum and mop.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"41fe2378-708b-453a-b4c5-ef16414d0a6f\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FECOVACS-Complete-Self-Emptying-Auto-Refill-Avoidance\u002Fdp\u002FB0D4QXT9JG\" data-link-shortcode-text=\"Ecovacs Deebot X2 Combo complete robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,372 (save $328 at Amazon): I rely on the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-is-the-only-vacuum-for-pet-hair-youll-ever-need-and-its-a-whopping-400-off\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-is-the-only-vacuum-for-pet-hair-youll-ever-need-and-its-a-whopping-400-off\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22Deebot%20X2%20Combo%20Complete%20robot%20vacuum%20and%20mop%22%7D\"\u003EDeebot X2 Combo Complete robot vacuum and mop\u003C\u002Fa\u003E, especially because of its side-mounted cordless vacuum that empties automatically.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"43917edc-e609-4d94-ab1c-16ae3f3df21a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FPro-Ultra-Self-Washing-Self-Refilling-Self-Emptying\u002Fdp\u002FB0BVB5PTDK\" data-link-shortcode-text=\"Roborock S8 Pro Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $900 (save $700 at Amazon): The all-in-one S8 Pro Ultra features 6,000Pa of suction power, a self-emptying dustbin, and self-washing mop pads. \u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"5670c44e-10e6-41f5-b50c-76ca7793949b\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Fdreame-Removable-Extensive-Washboard-Auto-Empty\u002Fdp\u002FB0CXDXKSXP\" data-link-shortcode-text=\"Dreame X40 Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,000 (save $900 at Amazon): This is \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fzdnets-pick-for-the-best-robot-vacuum-and-mop-is-300-off-for-a-limited-time\u002F\" target=\"_blank\"\u003Emy favorite robot vacuum and mop combination\u003C\u002Fa\u003E that I've tested, with excellent obstacle avoidance and strong suction.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"19ae30eb-1e12-4dbd-8228-12188756abf4\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $350\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $650\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe Eufy X8 Pro twin-turbine robot vacuum is perfect for pet owners. With 4,000Pa of suction power, this robot vacuum includes a self-empty station and smooth navigation to leave beautiful carpet lines behind.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview:\u003C\u002Fstrong\u003E&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-twin-turbine-robot-vacuum-is-a-steal-at-400-deal\u002F" target="_blank"\u003E\u003Cstrong\u003EEufy X8 Pro: A must-have for homes with a lot of carpet\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"Eufy X8 Pro\" data-superlative=\"Save $300\" data-imagegroup=\"{"alt":"Eufy X8 Pro on a black and white rug","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Beth Mauder\u002FZDNET","imageData":{"id":"8e03466f-9d5e-46e8-ab86-db9433edc5fb","title":"eufy-x8-pro-top","filename":"eufy-x8-pro-top.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F12\u002F11\u002F8e03466f-9d5e-46e8-ab86-db9433edc5fb\u002Feufy-x8-pro-top.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":285926,"width":1296,"height":720,"dateCreated":{"date":"2023-12-11 20:14:13","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-12-11 20:14:33","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Beth Mauder\u002FZDNET","alt":"Eufy X8 Pro on a black and white rug","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"8e03466f-9d5e-46e8-ab86-db9433edc5fb","imageAltText":"Eufy X8 Pro on a black and white rug","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Beth Mauder\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"eufy-x8-pro-top.jpg","imageDateCreated":"2023\u002F12\u002F11","imageWidth":1296,"imageHeight":720,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Beth Mauder\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B","url":"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"0e3a2012-f69a-4767-9108-380f8707a8b6\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $1,000\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $1,399\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe flagship Roomba j9+ features powerful suction and a self-emptying dustbin, perfect for pet owners. This combo option also has a retractable mop pad that stores itself on top of the robot when not in use, ensuring your carpets stay dry and your hard floors stay mopped.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Fhow-roombas-1000-robot-vacuum-handled-my-house-of-children-and-pets\u002F"\u003E\u003Cstrong\u003EHow Roomba's $1,000 robot vacuum handled my house of children and pets\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"iRobot Roomba Combo j9+\" data-superlative=\"Save $400\" data-imagegroup=\"{"alt":"roomba-combo-j9-plus","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"","imageData":{"id":"69a398cd-cb2c-44a4-9484-e2c6b22ad1b6","title":"roomba-combo-j9-plus","filename":"roomba-combo-j9-plus.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F11\u002F26\u002F69a398cd-cb2c-44a4-9484-e2c6b22ad1b6\u002Froomba-combo-j9-plus.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":692314,"width":1296,"height":720,"dateCreated":{"date":"2023-11-26 17:00:35","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2023-11-26 17:00:37","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":null,"alt":"roomba-combo-j9-plus","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"69a398cd-cb2c-44a4-9484-e2c6b22ad1b6","imageAltText":"roomba-combo-j9-plus","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"roomba-combo-j9-plus.jpg","imageDateCreated":"2023\u002F11\u002F26","imageWidth":1296,"imageHeight":720,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-techobjectinfo=\"{"uuid":"7ecd1e0d-0ce9-4902-b2a0-b70f4ff50fca","slug":"irobot-roomba-combo-j9-plus","name":"iRobot Roomba Combo j9+","productType":"PRODUCT","updateType":"AUTOPID","mod":1732302365088,"displayDate":"Fri Nov 22 2024 14:06:05 GMT-0500 (Eastern Standard Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX","url":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"a73487c5-a7bb-4b31-b605-a970c0e81b25\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $820\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $1,200\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThe Deebot T30S combo is fairly new but lives up to the hype that only a three-in-one robot vacuum could garner. This has become my go-to upstairs robot vacuum and mop because it functions as a cleaning hub, made complete by the self-emptying cordless vacuum that charges right on the robot's charging station.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EReview:\u003C\u002Fstrong\u003E&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-tested-a-robot-vacuum-with-a-handheld-vacuum-that-empties-itself\u002F" target="_blank"\u003E\u003Cstrong\u003EI tested a robot vacuum with a handheld vacuum that empties itself\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"Ecovacs Deebot T30S Combo\" data-superlative=\"Save $480\" data-imagegroup=\"{"alt":"Ecovacs Deebot T30S Combo robot vacuum and mop","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Maria Diaz\u002FZDNET","imageData":{"id":"d99624d4-6e33-413f-8216-1c9cb13d0394","title":"Ecovacs Deebot T30S Combo robot vacuum and mop","filename":"1.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F05\u002F15\u002Fd99624d4-6e33-413f-8216-1c9cb13d0394\u002F1.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":6307918,"width":4967,"height":2794,"dateCreated":{"date":"2024-05-15 18:29:15","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-05-15 18:29:27","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Maria Diaz\u002FZDNET","alt":"Ecovacs Deebot T30S Combo robot vacuum and mop","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"d99624d4-6e33-413f-8216-1c9cb13d0394","imageAltText":"Ecovacs Deebot T30S Combo robot vacuum and mop","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Maria Diaz\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"1.jpg","imageDateCreated":"2024\u002F05\u002F15","imageWidth":4967,"imageHeight":2794,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Maria Diaz\u002FZDNET\" data-techobjectinfo=\"{"uuid":"2d55af5a-5b95-4753-a45a-0871bc8145bf","slug":"ecovacs-deebot-t30s-combo-robot-vacuum-and-mop-all-in-one-cleaning-hub-11000pa-zerotangle-technology-truedge-adaptive","name":"ECOVACS DEEBOT T30S Combo Robot Vacuum and Mop, All-in-One Cleaning Hub, 11000Pa, ZeroTangle Technology, TruEdge Adaptive Edge Mopping, Dual Self-Emptying, Hot Water Mop Washing, Auto-Mop Lifting","productType":"SERIES","updateType":"EZMONEY","mod":1732307598582,"displayDate":"Fri Nov 22 2024 15:33:18 GMT-0500 (Eastern Standard Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0D1FMPJJJ?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0D1FMPJJJ","url":"https:\u002F\u002Fwww.amazon.com\u002Fdp\u002FB0D1FMPJJJ?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"ebdc07ca-fb03-462a-a67b-da9a809d78a6\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $360\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $870\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EFor a limited time, you can snag the Roborock Q7 Max+ for $360. As a vacuum mop combo, this machine features 4,200Pa suction power and 300g mopping pressures, promising a smooth and efficient clean. With its self-empty dock, you can have hands-free vacuuming for up to seven weeks. Thanks to Roborock's PreciSense LiDAR Navigation, you can rest assured that this robot vacuum will clean where it's supposed to and when it's supposed to.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003C\u002Fstrong\u003E\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fbest-robot-vacuum-mop\u002F"\u003E\u003Cstrong\u003EThe best robot vacuum mops you can buy\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\" data-hed=\"Roborock Q7 Max+\" data-superlative=\"Save $510\" data-imagegroup=\"{"alt":"Roborock Q7 Max+","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Roborock\u002FZDNET","imageData":{"id":"12781bbd-4618-4998-9a33-8e7e70fd2fdf","title":"Roborock Q7 Max+","filename":"ro.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F18\u002F12781bbd-4618-4998-9a33-8e7e70fd2fdf\u002Fro.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":792350,"width":1920,"height":1080,"dateCreated":{"date":"2024-11-18 18:00:13","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-11-18 18:00:28","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"Roborock\u002FZDNET","alt":"Roborock Q7 Max+","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"12781bbd-4618-4998-9a33-8e7e70fd2fdf","imageAltText":"Roborock Q7 Max+","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"Roborock\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"ro.jpg","imageDateCreated":"2024\u002F11\u002F18","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Roborock\u002FZDNET\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Max-Robot-Vacuum-Self-Emptying\u002Fdp\u002FB09NNFNWZ9?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Max-Robot-Vacuum-Self-Emptying\u002Fdp\u002FB09NNFNWZ9","url":"https:\u002F\u002Fwww.amazon.com\u002Froborock-Max-Robot-Vacuum-Self-Emptying\u002Fdp\u002FB09NNFNWZ9?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"ab4d6d67-8bed-4c0a-9811-b832b0da885c\" data-edition=\"us\" data-description=\"\u003Cul\u003E\u003Cli\u003E\u003Cstrong\u003ECurrent price: $299\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003Cli\u003E\u003Cstrong\u003EOriginal price: $530\u003C\u002Fstrong\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EIf you're like me and love the idea of your floors being cleaned by someone or&nbsp;\u003Cem\u003Esomething\u003C\u002Fem\u003E&nbsp;else, you can't go wrong with this deal. The Roomba j5 is a robot vacuum that intelligently maps and navigates your home, avoiding obstacles like cords and pet waste.&nbsp;\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso:&nbsp;\u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Froomba-combo-j7-plus-review\u002F"\u003ERoomba Combo J7+ review: A 2-in-1 robot vacuum done (almost) right\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\" data-hed=\"iRobot Roomba Combo j5\" data-superlative=\"Save $231\" data-imagegroup=\"{"alt":"iRobot Roomba Combo j5","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"iRobot\u002FZDNET","imageData":{"id":"8087767c-30e6-4696-ad90-1edd6906f5b8","title":"iRobot Roomba Combo j5","filename":"j5.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F18\u002F8087767c-30e6-4696-ad90-1edd6906f5b8\u002Fj5.jpg","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","size":790682,"width":1920,"height":1080,"dateCreated":{"date":"2024-11-18 18:03:04","timezone":"UTC","timezone_type":3},"dateUpdated":{"date":"2024-11-18 18:03:12","timezone":"UTC","timezone_type":3},"needsModeration":false,"mimeType":"image\u002Fjpeg","deleted":false,"credits":"iRobot\u002FZDNET","alt":"iRobot Roomba Combo j5","restricted":false,"startDate":null,"endDate":null,"preferred":false,"watermark":false,"doNotCrop":false,"doNotResize":false,"primaryCollection":null,"vanityUrl":null,"notes":null,"crop":null,"cropGravity":0,"preservedRegion":null,"isNew":false,"keywords":[],"primeColor":null,"hasWarning":false,"typeName":"content_image"},"uuid":"8087767c-30e6-4696-ad90-1edd6906f5b8","imageAltText":"iRobot Roomba Combo j5","imageCaption":"\u003Cp\u003E\u003C\u002Fp\u003E","imageCredit":"iRobot\u002FZDNET","imageDoNotCrop":false,"imageDoNotResize":false,"imageWatermark":false,"imageFilename":"j5.jpg","imageDateCreated":"2024\u002F11\u002F18","imageWidth":1920,"imageHeight":1080,"imageParallax":"","imageCrop":"","imageEnlarge":false}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"iRobot\u002FZDNET\" data-techobjectinfo=\"{"uuid":"3208878b-b2e7-47a0-b9c4-fc21c3eec96b","slug":"irobot-roomba-combo-j5-robot-vacuum-and-mop-graphite","name":"iRobot Roomba Combo j5 Robot Vacuum and Mop - Graphite","productType":"PRODUCT","updateType":"AUTOPID","mod":1732300603249,"displayDate":"Fri Nov 22 2024 13:36:43 GMT-0500 (Eastern Standard Time)"}\" data-merchantoffers=\"[{"useMonetization":true,"monetizedUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Wi-Fi-Connected-Vacuum\u002Fdp\u002FB0C414DZPN?tag=zdnet-buy-button-20","offerMerchant":"Amazon","offerPrice":"","offerPriceRange":"","offerPriceText":"","offerType":"Single Product","monetizationStatus":"on","rawUrl":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Wi-Fi-Connected-Vacuum\u002Fdp\u002FB0C414DZPN","url":"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Wi-Fi-Connected-Vacuum\u002Fdp\u002FB0C414DZPN?tag=zdnet-buy-button-20"}]\" data-usepricing=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EBest Black Friday iRobot robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6fbb39c0-fe99-4a2a-8de5-3768ce1298fb\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Robot-Vacuum\u002Fdp\u002FB094NYHTMF\" data-link-shortcode-text=\"iRobot Roomba j7+ robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $359 (save $441 at Amazon): This discount on \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Firobot-roomba-j7-review\u002F\" target=\"_blank\"\u003Ea self-emptying Roomba\u003C\u002Fa\u003E powered by RobotOS is a deal you can't miss. You can also get the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6d9c45e6-71b5-4c30-ba0a-8bc9e421ff70\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot%C2%AE-Roomba-ComboTM-Self-Emptying-Vacuum\u002Fdp\u002FB0BCH3J9RD\" data-link-shortcode-text=\"Roomba Combo j7+\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E variation, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fsmart-home\u002Froomba-combo-j7-plus-review\u002F\" target=\"_blank\"\u003Ewith a fully retractable mop pad\u003C\u002Fa\u003E, at 18% off for $899.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"568e5b0f-524d-4607-badf-fc88b6f38910\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Essential-Robot-AutoEmpty\u002Fdp\u002FB0D1H6DWGC\" data-link-shortcode-text=\"iRobot Roomba® Vac 2 Essential robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $250 (save $150 at Amazon): This is an introductory offer on iRobot's brand new entry-level robot vacuum, featuring the AutoEmpty dock, for self-emptying.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"f7b823ad-4b0f-4f1a-9e40-428d8b097a56\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Combo-Robot-Identifies\u002Fdp\u002FB0C414DZPN\" data-link-shortcode-text=\"iRobot Roomba Combo j5 robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $299 (save $231 at Amazon): The Roomba Combo j5 is built for everyday vacuuming with occasional mopping.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"6d3c07c1-748d-4a0a-9235-be8b7330a43a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FiRobot-Roomba-Self-Emptying-Auto-Fill-Vacuum\u002Fdp\u002FB0C415HQPX\" data-link-shortcode-text=\"iRobot Roomba Combo j9+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,000 (save $600): The flagship Roomba j9+ features powerful suction and a self-emptying dustbin, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F#link=%7B%22role%22:%22standard%22,%22href%22:%22https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F%22,%22target%22:%22_blank%22,%22absolute%22:%22%22,%22linkText%22:%22perfect%20for%20pet%20owners%22%7D\"\u003Eperfect for pet owners\u003C\u002Fa\u003E.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EBest Black Friday Roborock robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"43917edc-e609-4d94-ab1c-16ae3f3df21a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FPro-Ultra-Self-Washing-Self-Refilling-Self-Emptying\u002Fdp\u002FB0BVB5PTDK\" data-link-shortcode-text=\"Roborock S8 Pro Ultra robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $1,100 (save $500 at Amazon): The all-in-one S8 Pro Ultra features 6,000Pa of suction power, a self-emptying dustbin, and self-washing mop pads. \u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"5652a11b-3ee7-4a7b-9c3b-88ae4d4b5dbf\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FRoborock-Q7-Max-Navigation-Multi-Level\u002Fdp\u002FB09NM5JQ94\" data-link-shortcode-text=\"Roborock Q7 Max robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $200 (save $360): At 60% off, this is one of the best discounts on a Roborock through Black Friday.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"b173ede4-8930-4816-a1d7-51a8e2e1f6b9\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-S8-Self-Empty-Ultrasonic-Detection\u002Fdp\u002FB0BVB45FHV\" data-link-shortcode-text=\"Roborock S8+ robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $620 (save $380 at Amazon): The Roborock S8+ features 6,000Pa of suction power, a self-emptying dustbin, and the company's Sonic Mop system.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"f8eae431-aad4-4b4f-b9b8-0e76d00f6571\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Froborock-Flexi-FlatReach-Self-Cleaning-Long-Lasting\u002Fdp\u002FB0CTZYKK7V\" data-link-shortcode-text=\"Roborock Flexi Lite wet\u002Fdry vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $180 (save $220 at Amazon): This outstanding wet\u002Fdry vacuum and mop lets you tackle wet and dry messes in one fell swoop. \u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EBest Black Friday Shark robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"dff4490e-a580-4a8c-98e8-2b2ee541f558\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-AV2501S-Self-Empty-Navigation-UltraClean\u002Fdp\u002FB09H8CWFNK\" data-link-shortcode-text=\"Shark AV2501S AI Ultra robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $250 (save $300 at Amazon): This bagless, self-emptying vacuum cleaner can hold up to 30 days' worth of debris and pet hair.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"b567c229-009d-42e4-9aa0-0a5d606137ef\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-PowerDetect-Self-Emptying-Technologies-AV2800ZE\u002Fdp\u002FB0DCPX2M8N\" data-link-shortcode-text=\"Shark PowerDetect NeverTouch Pro robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $700 (save $500 at Amazon): This is Shark's flagship robot vacuum and mop, with a water tank that lasts up to 30 days without refilling and up to 60 days self-emptying bagless capacity.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"9585a37d-5ce4-45b6-98fc-238d2fa4fbf9\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-Self-Emptying-Self-Refilling-Technologies-RV2820YE\u002Fdp\u002FB0DDYZ4VK4\" data-link-shortcode-text=\"Shark PowerDetect NeverTouch robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $550 (save $350 at Amazon): This robot vacuum's bagless design ensures you don't have to buy new dustbags to replace and can dump the contents in the trash.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"8dabc5d9-0880-4287-9fa3-987510999adb\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FShark-Mopping-CleanEdge-Technology-AV2610WA\u002Fdp\u002FB0B89C8H4Q\" data-link-shortcode-text=\"Shark AV2610WA robot vacuum and mop\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $350 (save $350 at Amazon): You can forget about handling dust yourself, as this Shark can hold up to two months' worth of debris.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EBest Black Friday Eufy robot vacuum deals\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"a601b6ad-e787-469d-ac50-685535ea1516\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Super-Thin-Super-Strong-Self-Charging-Medium-Pile\u002Fdp\u002FB07R295MLS\" data-link-shortcode-text=\"Eufy 11S Max robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $130 (save $120 at Amazon): This is my pick for the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F\" target=\"_blank\"\u003Ebest budget-friendly \u003C\u002Fa\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fthe-best-robot-vacuum-for-pet-hair\u002F#link={\" target=\"_blank\"\u003Erobot vacuum for pet hair\u003C\u002Fa\u003E right now. It has strong suction and carpet boost technology.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"9850ecca-d54f-4a1e-be5c-55bbeb326b23\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Self-Empty-Twin-Turbine-Detangling-Navigation\u002Fdp\u002FB0C4L8D11B?th=1\" data-link-shortcode-text=\"Eufy X8 Pro robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $350 (save $300 at Amazon): The Eufy X8 Pro twin-turbine robot vacuum \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-eufy-twin-turbine-robot-vacuum-is-a-steal-at-360-through-labor-day\u002F\" target=\"_blank\"\u003Eis perfect for pet owners\u003C\u002Fa\u003E, especially those with mostly carpets.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"3dd96f78-3961-4712-94ab-358dfe18f18a\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-RoboVac-Self-Emptying-Dynamic-Navigation\u002Fdp\u002FB07RHZ6CVX\" data-link-shortcode-text=\"Eufy G30 robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $140 (save $179 at Amazon): For $140, you can buy a robot vacuum with reliable navigation, checking one more task off your cleaning to-do list for its lowest price ever.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"bf578d3d-3fd6-40ae-97f1-5ae7f80a9cd0\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Station-Detangling-Technology-Cleaning\u002Fdp\u002FB0CDB831GV\" data-link-shortcode-text=\"Eufy L60 robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $280 (save $120 at Amazon): This highly rated Eufy robot vacuum has a self-emptying station that holds up to 60 days' worth of dust and debris.\u003C\u002Fli\u003E\u003Cli\u003E\u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c8c8f5ee-771b-444c-b4cc-6e719a55a9a9\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002Feufy-Connected-Super-Thin-Self-Charging-Medium-Pile\u002Fdp\u002FB07RGDFZ5Q\" data-link-shortcode-text=\"Eufy RoboVac 15C MAX robot vacuum\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E: $120 (save $160 at Amazon): This entry-level robot vacuum is great for hard floors, apartments, and small areas, and it's currently 57% off. \u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Ch2\u003EFAQs\u003C\u002Fh2\u003E\u003Ch3\u003EWhen is Black Friday?\u003C\u002Fh3\u003E\u003Cp\u003EBlack Friday is a big shopping event that occurs each year on the day after Thanksgiving. This year, it falls on Nov. 29.\u003C\u002Fp\u003E\u003Cp\u003ESince Thanksgiving is always on a Thursday, many people are off through the weekend, so retailers have capitalized on this day, the last national holiday before Christmas. This makes Black Friday a great chance to finish checking off your holiday shopping list.\u003C\u002Fp\u003E\u003Ch3\u003EWhen is Cyber Monday?\u003C\u002Fh3\u003E\u003Cp\u003ECyber Monday happens on the Monday following the Thanksgiving holiday. This year, Cyber Monday falls on Dec. 2. \u003C\u002Fp\u003E\u003Ch3\u003EAre robot vacuum deals really better on Black Friday?\u003C\u002Fh3\u003E\u003Cp\u003ERobot vacuums are cheaper during big shopping events like Black Friday, Cyber Monday, and Amazon Prime Day. The fact that Black Friday is one of the last major shopping events of the year results in some retailers giving big discounts on the current product stock in preparation for new devices launching in the new year.\u003C\u002Fp\u003E\u003Ch3\u003EWhat's the difference between Black Friday and Cyber Monday?\u003C\u002Fh3\u003E\u003Cp\u003EThough there are many online deals, Black Friday has been historically a mostly in-person shopping event where people visit a brick-and-mortar store. With most big box stores featuring an online store, Black Friday online shopping has become as common as Amazon Prime Day shopping. Cyber Monday began and remains an online shopping event for online stores to capitalize on customers who may have missed a Black Friday deal and can shop from home or work on Monday.\u003C\u002Fp\u003E\u003Ch3\u003EHow did we choose these Black Friday deals?\u003C\u002Fh3\u003E\u003Cp\u003EAs a robot vacuum tester at ZDNET, I've become familiar with these devices' unique features and tested different models in every price range. This experience has made me realize that the robot vacuum market is saturated with competition. It also helps me discern which robot vacuums are worth their retail price and when a discount is a good deal.\u003C\u002Fp\u003E\u003Cp\u003EI check robot vacuum deals often, always choosing the ones that deliver the most features for the least money. Using our expertise and different tools to track deals, we can determine when a deal is worth it and ensure we only cover those. This list of deals will be updated as new deals appear and others sell out.\u003C\u002Fp\u003E\u003Ch3\u003EWhere can you shop the best Black Friday and Cyber Monday deals? \u003C\u002Fh3\u003E\u003Cp\u003EWhile retailers hold store-specific shopping events throughout the year, like Amazon with Prime Day, you can expect Black Friday and Cyber Monday deals to appear everywhere. This includes your local businesses and big box stores. Black Friday is a huge shopping event, both in-person and online, with stores like Walmart, Best Buy, Amazon, Target, Costco, and more offering eye-popping discounts on different products.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"83511191-1b07-4c24-92ec-d985f062f58c\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F83511191-1b07-4c24-92ec-d985f062f58c\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-23 00:45:13",timezone:"UTC",updated:c,published:c},description:"As a robot vacuum reviewer, I'm always looking for great deals, and I've found some of the best robot vacuum deals you can shop through Black Friday.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"79f34584-a1f8-4c03-8075-43836ef940ab",image:{id:"021defbd-d94c-49fd-9946-d4ccf9ca535b",filename:"robovac1.jpg",dateCreated:{created:c,date:"2024-11-16 00:02:21",timezone:"UTC",updated:c,published:c},alt:"Robot vacuum deals Black Friday Cyber Monday",credits:"Maria Diaz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F16\u002F021defbd-d94c-49fd-9946-d4ccf9ca535b\u002Frobovac1.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"deals-roundup",hubTopicPathString:"Home & Office^Kitchen & Household^Robot vacuums",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"best-black-friday-robot-vacuum-deals-2024",startYear:c,summary:b,title:"The best Black Friday robot vacuum deals 2024: Sales available now",topic:{id:"adea933c-2b45-4d23-8c0e-a75e69518d9e",slug:"robot-vacuums",name:"Robot vacuums",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"adea933c-2b45-4d23-8c0e-a75e69518d9e",slug:"robot-vacuums",name:"Robot vacuums",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"35466bd1-f8e5-4cca-9c22-561ce4c0af03",slug:"smart-home",name:"Smart Home",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"9841d7c0-1be2-42d4-963b-3d0c080290bc",slug:"tech",name:"Tech",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"d0775c77-ff43-4543-948e-f913b989cef2",slug:"robotics",name:"Robotics",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"a4c60cb0-1265-4fd2-bbc6-960ba1bca457",username:"abeaty",profileUrl:c,email:c,firstName:"Artie",lastName:"Beaty",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"e162cc7e-cfeb-49ed-8d5a-d98d162d327e",filename:"artie.jpg",dateCreated:{created:c,date:"2023-06-08 15:26:03",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F06\u002F08\u002Fe162cc7e-cfeb-49ed-8d5a-d98d162d327e\u002Fartie.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Artie Beaty is a freelance writer, based just outside Charlotte, with a passion for smart home tech and tech news. He has a bachelor's in journalism from UNC Charlotte and has been writing for over 15 years. On the weekends you'll find him leading haunted ghost tours of uptown Charlotte.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"c83185c6-071f-492e-bc21-cc972ac5edb5\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"PM Images\u002FGetty Images\" data-image-alt-text=\"gettyimages-1551195670\" data-image-filename=\"gettyimages-1551195670.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-crop=\"2050x1151+0+217\" data-image-width=\"2050\" data-image-height=\"1462\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EIf you've been interested in upgrading your AI experience with one of the available paid subscriptions, pay attention because here's your chance to score a free year of \u003Ca href=\"https:\u002F\u002Fwww.perplexity.ai\u002Fhub\u002Ffaq\u002Fwhat-is-perplexity-pro\" target=\"_blank\"\u003EPerplexity Pro\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EPerplexity is a free AI chatbot and internet search tool that operates like \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003Eother AI chatbots\u003C\u002Fa\u003E. ZDNET senior contributing editor Steven Vaughan-Nichols called it his \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F5-reasons-why-i-prefer-perplexity-over-every-other-ai-chatbot\u002F\"\u003Efavorite chatbot\u003C\u002Fa\u003E, beating out \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-and-why-does-it-matter-heres-everything-you-need-to-know\u002F\"\u003EChatGPT\u003C\u002Fa\u003E and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-microsoft-copilot-heres-everything-you-need-to-know\u002F\"\u003ECopilot\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fis-perplexity-pro-worth-the-subscription-this-free-shipping-perk-just-might-convince-me\u002F\"\u003EPerplexity launches an AI-powered shopping assistant - and it even gets you free shipping\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EPerplexity Pro gives you several advantages over a free account. These include increased usage of Pro Search, which breaks down queries with multi-step reasoning and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-put-the-free-version-of-perplexity-ai-through-my-coding-tests-heres-what-happened\u002F\" target=\"_blank\"\u003Eprogramming\u003C\u002Fa\u003E; the option to choose which AI model you want to use; file analysis, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-new-perplexity-ai-feature-can-create-reports-for-you-from-a-single-prompt\u002F\" target=\"_blank\"\u003Ewhich lets you upload documents for summaries or insights\u003C\u002Fa\u003E; multimodal capabilities, where you can capture a picture or screenshot and asking questions about it; and image generation from Access Playground v3, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-most-advanced-text-to-image-model-dalle-3-is-rolling-out-in-beta-now\u002F\"\u003EOpenAI DALL-E 3\u003C\u002Fa\u003E, Flux, and Stable Diffusion XL.\u003C\u002Fp\u003E\u003Cp\u003EUsually, the service costs $20 a month or $200 a year, but there are currently several ways to get a free subscription. Here's what you need to know. \u003C\u002Fp\u003E\u003Ch2\u003E1. Free Perplexity Pro for Xfinity customers\u003C\u002Fh2\u003E\u003Cp\u003EXfinity has a customer rewards program that's free to join. The rewards range from movie ticket discounts to savings on theme parks and sporting events. A few months ago, Perplexity announced a partnership with Xfinity to offer a free year subscription of Perplexity Pro to Xfinity customers. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fi-put-the-free-version-of-perplexity-ai-through-my-coding-tests-heres-what-happened\u002F\"\u003EI put the free version of Perplexity.ai through my coding tests - here's what happened\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHere's how to claim your free Perplexity Pro subscription:\u003C\u002Fp\u003E\u003Cul\u003E\u003Cli\u003ELog in to your account at \u003Ca href=\"http:\u002F\u002Fwww.xfinity.com\u002Frewards\"\u003Ewww.xfinity.com\u002Frewards\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003EFind your unique code\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003EUse that code at \u003Ca href=\"https:\u002F\u002Fwww.perplexity.ai\u002Fjoin\u002Fp\u002Fxfinity\"\u003Ehttps:\u002F\u002Fwww.perplexity.ai\u002Fjoin\u002Fp\u002Fxfinity\u003C\u002Fa\u003E\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003EFree Perplexity Pro for eligible college students\u003C\u002Fh2\u003E\u003Cp\u003EEarlier this year, Perplexity \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fcollege-students-can-get-free-month-of-perplexity-pro-possibly-a-free-year-for-their-whole-campus\u002F\"\u003Eran a competition\u003C\u002Fa\u003E in which any college student with an .edu email address could claim a free month of Perplexity Pro. If more than 500 students from the same campus signed up, the entire campus got a free year of Perplexity Pro. Forty-five schools reached that mark, including Arizona State University, the University of California, Berkeley, New York University, and the University of Southern California. You can \u003Ca href=\"https:\u002F\u002Fwww.perplexity.ai\u002Fbacktoschool\"\u003Efind the complete list here\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fperplexity-ais-new-tool-makes-researching-the-stock-market-delightful-heres-how\u002F\"\u003EPerplexity AI's new tool makes researching the stock market 'delightful'. Here's how\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you're a student at one of the universities on the list, all you have to do is enter your student email address to claim your free year. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 20:50:00",timezone:"UTC",updated:c,published:c},description:"You can get free access to this top AI chatbot if you fall into one of two categories.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"0c5a05c5-777f-4b99-8239-2ab5fce80dd6",image:{id:"eacf6992-5890-453d-9334-ecc440027002",filename:"gettyimages-1551195670.jpg",dateCreated:{created:c,date:"2024-11-22 14:59:26",timezone:"UTC",updated:c,published:c},alt:"abstract",credits:"PM Images\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002Feacf6992-5890-453d-9334-ecc440027002\u002Fgettyimages-1551195670.jpg",cropGravity:o,crop:"2050x1151+0+221",typeName:"content_image",imageUrl:c,width:2050,height:1462,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"two-free-ways-to-get-a-perplexity-pro-subscription-for-one-year",startYear:c,summary:b,title:"Two free ways to get a Perplexity Pro subscription for one year",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"3edc0faa-226b-4980-9b4a-f614df49135d",username:"tiernan1",profileUrl:c,email:c,firstName:"Tiernan",lastName:"Ray",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"c2f70f95-253a-47e8-969f-8313ff044e89",filename:"tiernan-ray.jpg",dateCreated:{created:c,date:"2022-08-05 17:33:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fc2f70f95-253a-47e8-969f-8313ff044e89\u002Ftiernan-ray.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Tiernan Ray has been covering technology and business for 28 years. He was most recently technology editor for Barron's where he wrote daily market coverage for the Tech Trader blog and wrote the weekly print column of that name. He has also worked for Bloomberg and SmartMoney, and for the prestigious ComputerLetter newsletter covering venture capital investments in tech. His work has been published in the New York Times, Fortune magazine, and CNN Money. He is a graduate of Princeton University and a native of New York City.",profile:c,title:"Senior Contributing Writer",bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"c5703f13-2501-40db-92c4-dbc565b2987d\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003EBloomberg's Anurag Rana [left] talks with Anthropic's Michael Gerstenhaber [center] and Scale AI's Vijay Karunamurthy, during Bloomberg Intelligence's conference on "Gen AI: Can it deliver on the productivity promise?"\u003C\u002Fp\u003E\" data-image-credit=\"Bloomberg, courtesy of Craig Warga\" data-image-alt-text=\"bloomberg-intelligence-gen-ai-event-112024-2-smaller\" data-image-filename=\"bloomberg-intelligence-gen-ai-event-112024-2-smaller.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"8256\" data-image-height=\"5504\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ELarge language models and other forms of generative artificial intelligence are improving steadily at \"self-correction,\" opening up the possibilities for new kinds of work they can do, including \"\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fautonomous-agentic-ai-can-shake-up-workflows-and-businesses-should-prepare-now\u002F\" target=\"_blank\"\u003Eagentic AI\u003C\u002Fa\u003E,\" according to the vice president of Anthropic, a leading vendor of AI models.\u003C\u002Fp\u003E\u003Cp\u003E\"It's getting very good at self-correction, self-reasoning,\" said Michael Gerstenhaber, head of API technologies at Anthropic, which makes the Claude family of LLMs that compete with OpenAI's GPT. \u003C\u002Fp\u003E\u003Cp\u003E\"Every couple of months we've come out with a new model that has extended what LLMs can do,\" said Gerstenhaber during an interview Wednesday in New York with Bloomberg Intelligence's Anurag Rana. \"The most interesting thing about this industry is that new use cases are unlocked with every model revision.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fanthropics-latest-ai-model-can-use-a-computer-just-like-you-mistakes-and-all\u002F\"\u003E\u003Cstrong\u003EAnthropic's latest AI model can use a computer just like you - mistakes and all\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe most recent models include task planning, such as how to \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fanthropics-latest-ai-model-can-use-a-computer-just-like-you-mistakes-and-all\u002F\"\u003Ecarry out tasks on a computer as a person would\u003C\u002Fa\u003E; for example, ordering pizza online. \u003C\u002Fp\u003E\u003Cp\u003E\"Planning interstitial steps is something that wasn't possible yesterday that is possible today,\" said Gerstenhaber of such step-by-step task completion.\u003C\u002Fp\u003E\u003Cp\u003EThe discussion, which also included Vijay Karunamurthy, chief technologist of AI startup Scale AI, was part of a daylong conference hosted by Bloomberg Intelligence to explore the topic, \"\u003Ca href=\"https:\u002F\u002Fbbgevent.app\u002Fgen-ai-productivity\u002F\"\u003EGen AI: Can it deliver on the productivity promise?\"\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EGerstenhaber's remarks fly in the face of arguments from AI skeptics that Gen AI, and the rest of AI more broadly, is \"hitting a wall,\" meaning that the return from each new model generation is getting less and less. \u003C\u002Fp\u003E\u003Cp\u003EAI scholar Gary Marcus \u003Ca href=\"https:\u002F\u002Fnautil.us\u002Fdeep-learning-is-hitting-a-wall-238440\u002F\"\u003Ewarned in 2022\u003C\u002Fa\u003E that simply making AI models with more and more parameters would not yield improvements equal to the increase in size. Marcus has \u003Ca href=\"https:\u002F\u002Fsubstack.com\u002Fhome\u002Fpost\u002Fp-151327129\"\u003Econtinued to reiterate that warning\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EAnthropic, said Gerstenhaber, has been pushing at what can be measured by current AI benchmarks. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fanthropic-brings-tool-use-for-claude-out-of-beta-promising-sophisticated-assistants\u002F\"\u003E\u003Cstrong\u003EAnthropic brings Tool Use for Claude out of beta, promising sophisticated assistants\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"Even if it looks like it's tapering off in some ways, that's because we're enabling entirely new classes [of functionality], but we've saturated the benchmarks, and the ability to do older tasks,\" said Gerstenhaber. In other words, it gets harder to measure what current Gen AI models can do.\u003C\u002Fp\u003E\u003Cp\u003EBoth Gerstenhaber and Scale AI's Karunamurthy made the case that \"scaling\" Gen AI -- making AI models bigger -- is helping to advance such self-correcting neural networks. \u003C\u002Fp\u003E\u003Cp\u003E\"We are definitely seeing more and more scaling of the intelligence,\" said Gerstenhaber. \"One of the reasons we don't necessarily think that we're hitting a wall with planning and reasoning is that we're just learning right now what are the ways in which planning and reasoning tasks need to be structured so that the models can adapt to a wide variety of new environments they haven't tried to pass.\"\u003C\u002Fp\u003E\u003Cp\u003E\"We're very much in the early days,\" said Gerstenhaber. \"We're learning from application developers what they're trying to do, and what it [the language model] does poorly, and we can integrate that into the LM.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots: ChatGPT, Copilot, and worthy alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ESome of that discovery, said Gerstenhaber, has to do with the speed of fundamental research at Anthropic. However, some of it has to do with learning by hearing \"what industry is telling us they need from us, and our ability to adapt to that -- we are very much learning in real time.\"\u003C\u002Fp\u003E\u003Cp\u003ECustomers tend to start with big models and then sometimes down-size to simpler AI models to fit a purpose, said Scale AI's Karunamurthy. \"It's very clear that first they think about whether or not an AI is intelligent enough to do a test well at all, then, whether it's fast enough to meet their needs in the application and then as cheap as possible.\"\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 20:48:46",timezone:"UTC",updated:c,published:c},description:"As their self-correction and self-reasoning improve, the latest LLMs find new capabilities at a rate that makes it harder to measure everything they can do.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"36cf6aad-ef10-44b1-ba20-37941726c3dd",image:{id:"82888018-5c41-43ac-9a8f-6c90b973222c",filename:"aicolorburtsgettyimages-1335440556.jpg",dateCreated:{created:c,date:"2024-11-22 18:56:37",timezone:"UTC",updated:c,published:c},alt:"aicolorburtsgettyimages-1335440556",credits:"oxygen\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F82888018-5c41-43ac-9a8f-6c90b973222c\u002Faicolorburtsgettyimages-1335440556.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2048,height:1463,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"ai-isnt-hitting-a-wall-its-just-getting-too-smart-for-benchmarks-says-anthropic",startYear:c,summary:b,title:"AI isn't hitting a wall, it's just getting too smart for benchmarks, says Anthropic",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"57b89c3b-5b67-4357-bd53-58c9f516a044",slug:"business",name:"Business",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"5d68ddc2-d682-11e4-9a74-d4ae52e95e57",slug:"developer",name:"Developer",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"37372f33-b55d-479f-98e4-0d4c8917c09e\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Getty Images\u002Fgirafchik123\" data-image-alt-text=\"Video illustration\" data-image-filename=\"gettyimages-2109291854.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-crop=\"2121x1192+0+118\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EHave you ever had the perfect video idea but couldn't shoot it because your background was messy, not what you wanted, or couldn't be added to the video? YouTube just introduced a new AI-powered tool to help solve your background woes.   \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\"\u003EThe best AI image generators: Tested and reviewed\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOn Thursday, YouTube \u003Ca href=\"https:\u002F\u002Fx.com\u002FYouTubeCreators\u002Fstatus\u002F1859674983779410314\" target=\"_blank\"\u003Elaunched\u003C\u002Fa\u003E Dream Screen, an experimental AI-generated feature that allows users to add images or videos to the background of their YouTube Shorts using text-to-image prompts. As seen in the video below, users have the option to choose a style in addition to entering a prompt. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"youtube_video\" data-size=\"large\" data-float=\"none\" data-oembed=\"{"author_name":"YouTube Creators","author_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F@youtubecreators","height":200,"html":"\u003Ciframe width=\\"200\\" height=\\"113\\" src=\\"https:\\\u002F\\\u002Fwww.youtube.com\\\u002Fembed\\\u002FHO-Z5kO8scA?autoplay=0&amp;loop=0&amp;fs=1&amp;start=0&amp;rel=1&amp;feature=oembed\\" frameborder=\\"0\\" allow=\\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\\" referrerpolicy=\\"strict-origin-when-cross-origin\\" allowfullscreen title=\\"NEW: Create Video Backgrounds with Dream Screen\\"\u003E\u003C\\\u002Fiframe\u003E","provider_name":"YouTube","provider_url":"https:\\\u002F\\\u002Fwww.youtube.com\\\u002F","thumbnail_height":360,"thumbnail_url":"https:\\\u002F\\\u002Fi.ytimg.com\\\u002Fvi\\\u002FHO-Z5kO8scA\\\u002Fhq2.jpg","thumbnail_width":480,"title":"NEW: Create Video Backgrounds with Dream Screen","type":"video","version":"1.0","width":113}\" data-url=\"https:\u002F\u002Fyoutube.com\u002Fshorts\u002FHO-Z5kO8scA?si=2CnxxKjMSD3Fxq5y\" data-autoplay=\"false\" data-loop=\"false\" data-start=\"0\" data-fs=\"true\" data-rel=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EYouTube does share that it has safeguards incorporated to prevent the creation of inappropriate, harmful, or sensitive topics, such as photorealistic images of identifiable people. Prompts that violate YouTube's Community Guidelines will be blocked. The company also warns that, like any other AI model, Dream Screen may be prone to hallucinations. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe feature is available to users in the US, Canada, Australia, and New Zealand. To access it, open the YouTube app, click Create, tap Dream Screen, and select the pink sparkle icon pictured in the video above. \u003C\u002Fp\u003E\u003Cp\u003EThen, you can enter a prompt you'd like to see generated in English and click Create, which will present you with multiple image options. Once you pick the image you want generated, you can use it or make it a video and use it as the background. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-ai-image-generator-that-went-viral-for-its-realistic-images-gets-a-major-upgrade\u002F\"\u003EThis AI image generator that went viral for its realistic images gets a major upgrade\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EEven though the videos will have an AI image-generated component, YouTube doesn't specify if there will be labeling to make that distinction. The promotional materials don't showcase any specific labels, which could lead to confusion about what's generated and what's not. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 20:47:00",timezone:"UTC",updated:c,published:c},description:"YouTube's AI-generated feature enables users to add images or videos to the background of their Shorts using text-to-image prompts.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"6e3619cf-c395-420b-8076-030595b8651f",image:{id:"37372f33-b55d-479f-98e4-0d4c8917c09e",filename:"gettyimages-2109291854.jpg",dateCreated:{created:c,date:"2024-11-22 19:36:18",timezone:"UTC",updated:c,published:c},alt:"Video illustration",credits:"Getty Images\u002Fgirafchik123",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F37372f33-b55d-479f-98e4-0d4c8917c09e\u002Fgettyimages-2109291854.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"this-new-youtube-tool-adds-ai-backgrounds-to-your-videos-instantly-for-free",startYear:c,summary:b,title:"This new YouTube tool adds AI backgrounds to your videos instantly - for free",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"040c3ff1-4f98-4277-b43f-e4d930acbe4e",slug:"photo-video",name:"Photo & Video",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"a4c60cb0-1265-4fd2-bbc6-960ba1bca457",username:"abeaty",profileUrl:c,email:c,firstName:"Artie",lastName:"Beaty",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"e162cc7e-cfeb-49ed-8d5a-d98d162d327e",filename:"artie.jpg",dateCreated:{created:c,date:"2023-06-08 15:26:03",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F06\u002F08\u002Fe162cc7e-cfeb-49ed-8d5a-d98d162d327e\u002Fartie.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Artie Beaty is a freelance writer, based just outside Charlotte, with a passion for smart home tech and tech news. He has a bachelor's in journalism from UNC Charlotte and has been writing for over 15 years. On the weekends you'll find him leading haunted ghost tours of uptown Charlotte.",profile:c,title:"Contributing Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"d4df0179-20dc-414a-8fd2-b689f79640f5\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Hiroshi Watanabe\u002FGetty Images\" data-image-alt-text=\"gettyimages-2158732148\" data-image-filename=\"gettyimages-2158732148.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-crop=\"2120x1191+0+223\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EAnthropic is making its Claude AI a little more useful by enabling it to analyze your documents. \u003C\u002Fp\u003E\u003Cp\u003EStarting today, you can add a file from Google Docs to your \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-claude-and-how-its-different-from-chatgpt\u002F\" target=\"_blank\"\u003EClaude AI\u003C\u002Fa\u003E chat or project to give more context to conversations. \u003C\u002Fp\u003E\u003Cp\u003EYou can then ask the chatbot questions about the document, such as asking for a summary of the content, like in the below screenshot. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"a6dc2c95-43bc-4255-bab5-ecd6355f6b6e\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Anthropic\" data-image-alt-text=\"screenshot-2024-11-22-at-1-23-58pm.png\" data-image-filename=\"screenshot-2024-11-22-at-1-23-58pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1115\" data-image-height=\"835\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ECurrently, Google Docs integration for Claude is only available to users on Claude Pro and Claude for Work. For Claude for Work users, you'll need to \u003Ca href=\"https:\u002F\u002Fintercom.help\u002Fanthropic-6f71807d7c3e\u002Fen\u002Farticles\u002F10168395-setting-up-integrations-on-claude-ai\" target=\"_blank\"\u003Efollow the instructions here\u003C\u002Fa\u003E to set up your integration.\u003C\u002Fp\u003E\u003Ch2\u003EHere's how to add a Google Docs document to Claude:\u003C\u002Fh2\u003E\u003Cul\u003E\u003Cli\u003EHover over the paperclip icon in the lower right corner of the chat interface.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003EClick the Google Drive icon. If this is your first time doing this, you'll log in to your Google account.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003ESearch through your recently accessed documents or paste your document's URL. You can add multiple Docs at once.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cul\u003E\u003Cli\u003ESend your message. Claude will access and process your document in response to your question.\u003C\u002Fli\u003E\u003C\u002Ful\u003E\u003Cp\u003EThere are a few caveats. First, Claude is only able to extract text from a document. It cannot interpret images, comments, or suggestions. \u003C\u002Fp\u003E\u003Cp\u003ESecond, you can only sync documents that you have permission to view in Google Drive. If you lose access to a document while chatting with Claude, you won't be able to view its contents, but you will see those conversations. \u003C\u002Fp\u003E\u003Cp\u003ELastly, Google Docs added to chats and Project knowledge sync directly from Google Drive, meaning Claude will always have access to the latest version of the document. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-claudes-new-ai-data-analysis-tool-compares-to-chatgpts-version-hint-it-doesnt\u002F\"\u003EHow Claude's new AI data analysis tool compares to ChatGPT's version\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThis new feature brings Claude in line with other AIs. \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-gemini\u002F\"\u003EGemini\u003C\u002Fa\u003E offers this same capability through extensions and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you\u002F\"\u003EChatGPT\u003C\u002Fa\u003E offers it through connections. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F635210bb-41ff-11e4-b6a0-d4ae52e95e57\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 20:45:36",timezone:"UTC",updated:c,published:c},description:"There are a few caveats to consider but this could be a major productivity enhancer for people who use Claude and Docs.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"1e5440bb-c114-4ab9-aec7-1b53e831ac2e",image:{id:"cb2be8bb-b494-4602-bc1b-136fd5f3d0a0",filename:"gettyimages-2158732148.jpg",dateCreated:{created:c,date:"2024-11-22 18:38:32",timezone:"UTC",updated:c,published:c},alt:"gettyimages-2158732148",credits:"Hiroshi Watanabe\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002Fcb2be8bb-b494-4602-bc1b-136fd5f3d0a0\u002Fgettyimages-2158732148.jpg",cropGravity:o,crop:"2120x1191+0+223",typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"claude-ai-can-analyze-your-google-docs-and-offer-feedback-now-how-it-works",startYear:c,summary:b,title:"Claude AI can analyze your Google Docs and offer feedback now",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"c482c6cf-c68b-4103-9887-e3cd4c655240",username:"rrajkumar",profileUrl:c,email:c,firstName:"Radhika",lastName:"Rajkumar",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"7d1d3479-c416-4440-82db-901b45ff031a",filename:"008a2316.jpg",dateCreated:{created:c,date:"2024-04-04 14:46:43",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F04\u002F04\u002F7d1d3479-c416-4440-82db-901b45ff031a\u002F008a2316.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Radhika Rajkumar is an editor for ZDNET based in New York City. She specializes in synthetic media, generative AI, and the impact of tech on journalism. Radhika holds a Masters in Creative Publishing and Critical Journalism from The New School.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"65c2452f-7915-47b9-aab4-71f793453ba1\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"PM Images\u002FGetty Images\" data-image-alt-text=\"gettyimages-1680325376\" data-image-filename=\"gettyimages-1680325376.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"2101\" data-image-height=\"1427\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EOpenAI and Google, two major players in \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003Eartificial intelligence\u003C\u002Fa\u003E (AI), continue to fight for model supremacy in the public forum -- and the race is rapidly heating up. \u003C\u002Fp\u003E\u003Cp\u003EJust a day after OpenAI \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-updates-gpt-4o-reclaiming-its-crown-for-best-ai-model\u002F\" target=\"_blank\"\u003Esecured the number one chatbot title\u003C\u002Fa\u003E in the Chatbot Arena with its GPT-4o update, Google released \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-gemini\u002F\" target=\"_blank\"\u003EGemini\u003C\u002Fa\u003E Exp 1121, an experimental model that quickly rose to tie with ChatGPT for the top spot. The latest development was announced via an X post on Thursday by the Chatbot Arena's official account, which noted that large language model (LLM) \"progress is now measured in days.\" \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots: ChatGPT, Copilot, and worthy alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"twitter_tweet\" data-size=\"medium\" data-float=\"none\" data-oembed=\"{"author_name":"lmarena.ai (formerly lmsys.org)","author_url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Flmarena_ai","cache_age":"3153600000","height":null,"html":"\u003Cblockquote class=\\"twitter-tweet\\"\u003E\u003Cp lang=\\"en\\" dir=\\"ltr\\"\u003EWoah, huge news again from Chatbot Arena\\ud83d\\udd25\u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002FGoogleDeepMind?ref_src=twsrc^tfw\\"\u003E@GoogleDeepMind\u003C\\\u002Fa\u003E\\u2019s just released Gemini (Exp 1121) is back stronger (+20 points), tied #1\\ud83c\\udfc5Overall with the latest GPT-4o-1120 in Arena!\u003Cbr\u003E\u003Cbr\u003ERanking gains since Gemini-Exp-1114:\u003Cbr\u003E\u003Cbr\u003E- Overall #3 \\u2192 #1\u003Cbr\u003E- Overall (StyleCtrl): #5 -&gt; #2\u003Cbr\u003E- Hard\\u2026 \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FZsaRm8iPQT\\"\u003Ehttps:\\\u002F\\\u002Ft.co\\\u002FZsaRm8iPQT\u003C\\\u002Fa\u003E \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FNqi4KhT7Er\\"\u003Epic.twitter.com\\\u002FNqi4KhT7Er\u003C\\\u002Fa\u003E\u003C\\\u002Fp\u003E&mdash; lmarena.ai (formerly lmsys.org) (@lmarena_ai) \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002Flmarena_ai\\\u002Fstatus\\\u002F1859673146837827623?ref_src=twsrc^tfw\\"\u003ENovember 21, 2024\u003C\\\u002Fa\u003E\u003C\\\u002Fblockquote\u003E\\n\\n","provider_name":"Twitter","provider_url":"https:\\\u002F\\\u002Ftwitter.com","type":"rich","url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Flmarena_ai\\\u002Fstatus\\\u002F1859673146837827623","version":"1.0","width":550}\" data-url=\"https:\u002F\u002Ftwitter.com\u002Flmarena_ai\u002Fstatus\u002F1859673146837827623?ref_src=twsrc^tfw\" data-conversation=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ECompared with Gemini's last release, Exp 1114, the model's update helped it climb from third to first place overall, and specifically improved in hard prompts, coding, math, and creative writing. Gemini had already been in first place in the vision category. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe ranking switch-up illustrates the exponential progress of AI developments, especially considering that \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E has \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-newly-released-gpt-4o-mini-dominates-the-chatbot-arena-heres-why\u002F\" target=\"_blank\"\u003Elong occupied\u003C\u002Fa\u003E the top spot in the Chatbot Arena, even with truncated models like \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-offers-gpt-4o-mini-to-slash-cost-of-applications\u002F\" target=\"_blank\"\u003EGPT-4o mini\u003C\u002Fa\u003E. Google's jump marks the third trade of the crown between the two companies in a single week. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-ai-image-generator-that-went-viral-for-its-realistic-images-gets-a-major-upgrade\u002F\"\u003EThis AI image generator that went viral for its realistic images gets a major upgrade\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ELogan Kilpatrick, senior product manager at Google, also \u003Ca href=\"https:\u002F\u002Fx.com\u002FOfficialLoganK\u002Fstatus\u002F1859667244688736419\" target=\"_blank\"\u003Eposted on X\u003C\u002Fa\u003E about the release, noting that the experimental model comes with \"significant gains\" in coding, as well as better reasoning and visual comprehension. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"twitter_tweet\" data-size=\"medium\" data-float=\"none\" data-oembed=\"{"author_name":"Logan Kilpatrick","author_url":"https:\\\u002F\\\u002Ftwitter.com\\\u002FOfficialLoganK","cache_age":"3153600000","height":null,"html":"\u003Cblockquote class=\\"twitter-tweet\\"\u003E\u003Cp lang=\\"en\\" dir=\\"ltr\\"\u003ESay hello to gemini-exp-1121! Our latest experimental gemini model, with:\u003Cbr\u003E\u003Cbr\u003E- significant gains on coding performance\u003Cbr\u003E- stronger reasoning capabilities\u003Cbr\u003E- improved visual understanding\u003Cbr\u003E\u003Cbr\u003EAvailable on Google AI Studio and the Gemini API right now: \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FfBrh6UGKz7\\"\u003Ehttps:\\\u002F\\\u002Ft.co\\\u002FfBrh6UGKz7\u003C\\\u002Fa\u003E\u003C\\\u002Fp\u003E&mdash; Logan Kilpatrick (@OfficialLoganK) \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002FOfficialLoganK\\\u002Fstatus\\\u002F1859667244688736419?ref_src=twsrc^tfw\\"\u003ENovember 21, 2024\u003C\\\u002Fa\u003E\u003C\\\u002Fblockquote\u003E\\n\\n","provider_name":"Twitter","provider_url":"https:\\\u002F\\\u002Ftwitter.com","type":"rich","url":"https:\\\u002F\\\u002Ftwitter.com\\\u002FOfficialLoganK\\\u002Fstatus\\\u002F1859667244688736419","version":"1.0","width":550}\" data-url=\"https:\u002F\u002Ftwitter.com\u002FOfficialLoganK\u002Fstatus\u002F1859667244688736419?ref_src=twsrc^tfw\" data-conversation=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EFor those who want to test it themselves, users can try Gemini Exp 1121 in the Chatbot Arena itself per usual. The model is available now in Google AI Studio and via the Gemini API. Kirkpatrick added in a \u003Ca href=\"https:\u002F\u002Fx.com\u002FOfficialLoganK\u002Fstatus\u002F1859667246563696893\" target=\"_blank\"\u003Eseparate post\u003C\u002Fa\u003E that generally available models are on the way, but did not provide a release date. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 19:22:18",timezone:"UTC",updated:c,published:c},description:"With AI progress 'now measured in days' Gemini and ChatGPT spent the week one-upping each other. Then this happened.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"33daa49e-1631-4213-8262-60ab89b3ef19",image:{id:"65c2452f-7915-47b9-aab4-71f793453ba1",filename:"gettyimages-1680325376.jpg",dateCreated:{created:c,date:"2024-11-22 18:40:05",timezone:"UTC",updated:c,published:c},alt:"gettyimages-1680325376",credits:"PM Images\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F65c2452f-7915-47b9-aab4-71f793453ba1\u002Fgettyimages-1680325376.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2101,height:1427,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"why-there-could-be-a-new-ai-chatbot-champ-by-the-time-you-read-this",startYear:c,summary:b,title:"Why there could be a new AI chatbot champ by the time you read this",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"1050fa4d-ec91-11e3-95d2-02911863765e",slug:"google",name:"Google",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"bb46c0aa-c2bb-438a-93bb-0198776dcc86\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Santiago Urquijo\u002FGetty Images\" data-image-alt-text=\"Forest\" data-image-filename=\"gettyimages-1273584292.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-crop=\"2121x1192+0+32\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EMost AI \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\" target=\"_blank\"\u003Eimage generators \u003C\u002Fa\u003Ehave guardrails to prevent people from creating harmful images. However, BlackForestLabs's FLUX.1 platform does not, and -- combined with its realistic image generations -- has inspired \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgrok-gets-an-impressive-upgrade-and-unchecked-ai-image-generation-apparently\u002F\" target=\"_blank\"\u003Eviral image creations\u003C\u002Fa\u003E. Now, the model is getting a massive upgrade. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F\"\u003EThe best AI image generators: Tested and reviewed\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOn Thursday, the company \u003Ca href=\"https:\u002F\u002Fblackforestlabs.ai\u002Fflux-1-tools\u002F?utm_source=www.therundown.ai&utm_medium=newsletter&utm_campaign=openai-takes-aim-at-chrome&_bhlid=01e770af3a304d712b3cd844bae76d58dfd1ab53\" target=\"_blank\"\u003Eannounced\u003C\u002Fa\u003E FLUX.1 Tools, a suite of models that can help users modify images created with its FLUX text-to-image model, offering more options for image control and manipulation. The four features of this suite include Fill, Depth, Canny, and Redux. \u003C\u002Fp\u003E\u003Cp\u003EWith Flux.1 Fill, users can access inpainting and outpainting capabilities on their images, meaning they can seamlessly remove from or add to an image and even expand the image beyond the borders of its original frame. As seen below, the differences are added seamlessly, blending into the background and making it hard to distinguish from the original. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"64e88d93-35c0-435b-9bc6-32afabae8f43\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Black Forest Labs\" data-image-alt-text=\"Black Forest Labs\" data-image-filename=\"screenshot-2024-11-22-at-12-14-59pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1606\" data-image-height=\"974\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe FLUX. Tools also allow for structural conditioning, which uses canny edge or depth detection to map the elements of an image's structure and keep the composition and structure in future generations, as seen in the image below. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"fcae25b6-2169-4c14-b5c6-a89ecf269e9d\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Black Forest Labs\" data-image-alt-text=\"Black Forest Labs\" data-image-filename=\"screenshot-2024-11-22-at-12-16-30pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1650\" data-image-height=\"812\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ELastly, Redux is an adapter for the FLUX.1 models, which enables users to produce a new version of an existing image with slight variations. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"6ff9054e-00bc-49de-9baf-e954dad56037\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"BlackForestLabs\" data-image-alt-text=\"BlackForestLabs\" data-image-filename=\"screenshot-2024-11-22-at-12-17-16pm.png\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1798\" data-image-height=\"454\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EBlackForestLabs includes benchmark results for each one of these features; the FLUX 1 Tool outperforms other state-of-the-art models, including Ideogram V2, Stable Diffusion 1.5, Midjourney Retexture, and more, according to the company. \u003C\u002Fp\u003E\u003Cp\u003EThe FLUX.1 Tools are available as open-access models within the FLUX.1 [dev] model series, and in the BFL API supplementing FLUX.1 [pro]. To try out the FLUX.1 generator, you can access it on X via Grok with a Premium or Premium+ subscription, which starts at $7 per month. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 18:21:02",timezone:"UTC",updated:c,published:c},description:"Black Forest Labs introduces a set of FLUX.1 Tools to edit your images - and it rivals state-of-the-art models.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"0dfb9683-c22b-4a15-a45b-744a1ea3a1f8",image:{id:"bb46c0aa-c2bb-438a-93bb-0198776dcc86",filename:"gettyimages-1273584292.jpg",dateCreated:{created:c,date:"2024-11-22 17:21:09",timezone:"UTC",updated:c,published:c},alt:"Forest",credits:"Santiago Urquijo\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002Fbb46c0aa-c2bb-438a-93bb-0198776dcc86\u002Fgettyimages-1273584292.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"this-ai-image-generator-that-went-viral-for-its-realistic-images-gets-a-major-upgrade",startYear:c,summary:b,title:"This AI image generator that went viral for its realistic images gets a major upgrade",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"97e096ab-1a2f-479b-b8c6-7abec11c1087",username:"lancewhitney",profileUrl:c,email:c,firstName:"Lance",lastName:"Whitney",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"6835195a-fcd2-43b2-918b-8f61bcdb9fd2",filename:"lance-31.png",dateCreated:{created:c,date:"2023-05-12 19:35:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2023\u002F05\u002F12\u002F6835195a-fcd2-43b2-918b-8f61bcdb9fd2\u002Flance-31.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Lance Whitney is a freelance technology writer and trainer with a background in IT. He's written for a host of sites and publications, including TechRepublic, PCMag, Macworld, AskWoody, Time, Fortune, and AARP Magazine. He spent seven years writing breaking news for CNET and six years writing a monthly column about Microsoft utilities for the late TechNet Magazine. He's written two books for Wiley & Sons - \"Windows 8: Five Minutes at a Time\" and \"Teach Yourself Visually LinkedIn.\" He also teaches both online and in-person computer classes on such topics as Windows, Microsoft Office, eBay, social media, and cybersecurity. And in a past life, he worked in IT for an international company providing product management and systems support in the U.S. and abroad.",profile:c,title:b,bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"31362156-bccc-46e8-be8b-87fee24699a3\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Siri on iPhone\" data-image-filename=\"gettyimages-1237878984.jpg\" data-image-date-created=\"2024\u002F11\u002F22\" data-image-width=\"1024\" data-image-height=\"683\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EApple may be late to the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E party, but that doesn't mean it's standing still. The company is developing a new version of Siri that would work more like popular AI bots such as ChatGPT and Google Gemini, according to Bloomberg's Mark Gurman.\u003C\u002Fp\u003E\u003Cp\u003EThe goal is to catch up with other AIs by equipping Siri with more advanced and conversational skills, Gurman said in a \u003Ca href=\"https:\u002F\u002Fwww.bloomberg.com\u002Fnews\u002Farticles\u002F2024-11-21\u002Fapple-readies-more-conversational-llm-siri-in-bid-to-rival-openai-s-chatgpt\"\u003Estory published Thursday\u003C\u002Fa\u003E, citing \"people with knowledge of the matter.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002F2-reasons-why-i-recommend-the-m4-mac-mini-to-everyone-and-its-100-off-right-now\u002F\"\u003E2 reasons why I recommend the M4 Mac Mini to everyone - and it's $100 off right now\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EDubbed \"LLM Siri\" by Apple employees (LLM standing for large language model), the new Siri is already being tested internally on iPhones, iPads, and Macs as a standalone app. But if all goes well, the new assistant will eventually replace the Siri we all know and have a hard time loving.\u003C\u002Fp\u003E\u003Cp\u003EApple could announce the new AI as soon as 2025 as part of iOS 19 and macOS 16. The new OS editions should launch next September, as expected. However, LLM Siri won't debut until the spring of 2026, similar to the way the company is doling out \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fios-18-1-with-apple-intelligence-is-here-try-these-5-ai-features-first\u002F\" target=\"_blank\"\u003EApple Intelligence\u003C\u002Fa\u003E in dribs and drabs. However, given the work involved and these early reports, that timeframe could change.\u003C\u002Fp\u003E\u003Cp\u003ELike \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-google-gemini\u002F\" target=\"_blank\"\u003EGemini\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-copilot\u002F\" target=\"_blank\"\u003EMicrosoft Copilot\u003C\u002Fa\u003E, the new Siri would use advanced LLMs to foster more natural back-and-forth conversations. LLMs are trained on a huge amount of data to learn how to handle and process human language to sound human in their responses.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-search-could-destroy-online-businesses-how-you-can-stay-ahead\u002F\"\u003EChatGPT Search could destroy online businesses - how you can stay ahead\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe sources, who asked not to be identified because Apple has yet to announce the project, told Gurman that LLM Siri would also be able to quickly respond to more \"sophisticated\" requests.\u003C\u002Fp\u003E\u003Cp\u003EThe new Siri would leverage new Apple AI models to act more like a human being and less like a robotic and limited voice assistant. LLM Siri will also use an Apple framework called App Intents to work across third-party apps, Gurman added. Further, the new Siri would be able to use key features of Apple Intelligence, such as writing and summarizing text.\u003C\u002Fp\u003E\u003Cp\u003EAs further evidence of Apple's AI efforts, Gurman pointed to \u003Ca href=\"https:\u002F\u002Fjobs.apple.com\u002Fen-us\u002Fdetails\u002F200577472\u002Faiml-senior-machine-learning-engineer-audio-generation-siri-and-information-intelligence?team=MLAI\"\u003Ea job listing\u003C\u002Fa\u003E seeking an engineer in the area of Siri and information intelligence:\u003C\u002Fp\u003E\u003Cp\u003E\"We are seeking a high caliber Senior Machine Learning Engineer to join our dynamic team,\" the listing says. \"The ideal candidate will play a pivotal role in the evaluation and enhancement of our Apple Intelligence products. They will work with large amounts of real-world data to analyze and propose changes to the Siri user experience.\"\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fkitchen-household\u002Fwe-loved-our-alexa-enabled-microwave-so-much-we-bought-another-and-its-50-off\u002F\"\u003EWe loved our Alexa-enabled microwave so much, we bought another (and it's $50 off)\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EAs generative AI has grown into a hot tech area, companies like Microsoft and Google have launched their own advanced and sophisticated chatbots. In the position of playing catch-up, Apple has slowly been adding its Apple Intelligence features to its latest OS versions.\u003C\u002Fp\u003E\u003Cp\u003ESo far, Apple has added \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fios-18-1-with-apple-intelligence-is-here-try-these-5-ai-features-first\u002F\"\u003Esuch AI-powered features\u003C\u002Fa\u003E as writing tools, phone recordings and transcriptions, and notification summaries. More features are in store with upcoming updates to the various operating systems. The company is \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fapple-announces-new-openai-iphone-features-at-wwdc\u002F\" target=\"_blank\"\u003Eeven adding access to ChatGPT\u003C\u002Fa\u003E with iOS\u002FiPadOS 18.2 and MacOS Sequoia 15.2 and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fapple-is-in-talks-to-bring-googles-gemini-ai-models-to-the-iphone-as-early-as-this-year\u002F\" target=\"_blank\"\u003Emay add Gemini\u003C\u002Fa\u003E at some point. But those moves speak to the fact that Apple has no true AI of its own.\u003C\u002Fp\u003E\u003Cp\u003EAnd then there's Siri. So far, Apple's voice assistant has gotten a visual makeover, the ability to answer questions about your device, and a Type to Siri feature. But for those of us who've used and been frustrated with Siri for years, the technology needs more than just some AI enhancements.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-ai-podcast-tool-transforms-your-text-into-stunningly-lifelike-audio-for-free\u002F\"\u003EGoogle's AI podcast tool transforms your text into stunningly lifelike audio - for free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFar too often, Apple's assistant fails to understand simple requests, misinterprets what you say, or just gives up instead of helping you. These are the weaknesses that Apple needs to address with any new version. Could an LLM Siri be the answer? We'll have to wait until 2026 to find out.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 17:51:00",timezone:"UTC",updated:c,published:c},description:"Here's what we know about 'LLM Siri.'",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"3ef8cc2e-8c73-4933-99dc-7085f26b30df",image:{id:"31362156-bccc-46e8-be8b-87fee24699a3",filename:"gettyimages-1237878984.jpg",dateCreated:{created:c,date:"2024-11-22 14:50:09",timezone:"UTC",updated:c,published:c},alt:"Siri on iPhone",credits:"Maria Diaz\u002FZDNET",caption:"\u003Cp\u003EA smarter Siri could be coming to the iPhone. \u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F31362156-bccc-46e8-be8b-87fee24699a3\u002Fgettyimages-1237878984.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1024,height:683,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"apple-reportedly-prepping-powerful-new-ai-version-of-siri-for-2026",startYear:c,summary:b,title:"Apple reportedly prepping powerful new AI version of Siri for 2026",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fbd54d0-ec91-11e3-95d2-02911863765e",slug:"apple",name:"Apple",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"108f2b14-ec91-11e3-95d2-02911863765e",slug:"ios",name:"iOS",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"6fd937ba-0ebe-45ac-a5ef-918a13460c75",slug:"smart-assistants",name:"Smart Assistants",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"8288ba58-a781-4da0-ae5e-1de7ed6bfe89\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Sabrina Ortiz\u002FZDNET\" data-image-alt-text=\"Gemini Live\" data-image-filename=\"img-0929.jpg\" data-image-date-created=\"2024\u002F10\u002F03\" data-image-width=\"2736\" data-image-height=\"1539\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EA human-like voice assistant that speaks to you sounds like something from a sci-fi movie. However, the technology is already here, with \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003EAI-powered\u003C\u002Fa\u003E voice assistants like \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgemini-live-is-finally-available-heres-how-you-can-access-it-and-why-youll-want-to\u002F\" target=\"_blank\"\u003EGemini Live\u003C\u002Fa\u003E easily accessible from your phone. So, how can these assistants help with your everyday life?\u003C\u002Fp\u003E\u003Cp\u003EAlthough talking to someone is a cathartic experience, chatting with AI doesn't exactly accomplish the same goal, as you know you are talking with a robot. As a result, despite being fascinated at how good Gemini Live is at understanding what I say, I often wondered about its helpfulness. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-absurdly-simple-trick-turns-off-ai-in-your-google-search-results\u002F\"\u003EThis absurdly simple trick turns off AI in your Google Search results\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003ETo help, Google has \u003Ca href=\"https:\u002F\u002Fblog.google\u002Faround-the-globe\u002Fgoogle-europe\u002Funited-kingdom\u002F5-ways-gemini-live-can-make-your-workday-easier\u002F\" target=\"_blank\"\u003Ereleased\u003C\u002Fa\u003E a list of five ways Gemini Live can make users' lives easier, and I tested each one. Below, you can find their list, ranked by the ones I found the most to least helpful, as well as a recap of my experiences. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Ch2\u003E1. Creating a to-do list \u003C\u002Fh2\u003E\u003Cp\u003EOne of my favorite ways to use \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E is to develop basic lists, such as what to buy at the grocery store and what to take on vacation. Typically, when I use this feature, I type my request into the chatbot. However, with Gemini Live or the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-now-talk-with-chatgpts-advanced-voice-mode-on-the-web\u002F\" target=\"_blank\"\u003EAdvanced Voice Mode\u003C\u002Fa\u003E, you only have to ask in conversation and have the assistant output your list. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-chatbot\u002F\"\u003EThe best AI chatbots of 2024: ChatGPT, Copilot, and worthy alternatives\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe biggest pro with this approach is that, similarly to having a normal conversation with a human, you can stop and ask the AI to elaborate, add something else, restart, remove something, or tailor the list more to your liking. Depending on your situation, the bot will suggest things to add or other to-do lists. \u003C\u002Fp\u003E\u003Cp\u003EFor example, my first prompt was, \"Help me make a to-do list for Thanksgiving.\" The bot's response was a suggestion to start making a grocery list. Chatting like this is a more fluid interaction and takes less time as you are not glued to your laptop or keyboard. So, I agree with Google that this is a good use case and I think it's the most practical one. \u003C\u002Fp\u003E\u003Ch2\u003E2. Directed breathing exercises \u003C\u002Fh2\u003E\u003Cp\u003EAlthough this suggested use case got the number two slot, it was a close runner-up for one. In the busy hustle and bustle of life, finding time to take a step back and relax or prioritize mindfulness is key. For that reason, most mornings I start my days with an affirmation session -- including breathing exercises led by someone on YouTube. However, these experiences aren't tailored to me and can get repetitive; that's where Gemini Live can help. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-gemini-advanced-gets-a-very-useful-chatgpt-feature-but-how-does-it-compare\u002F\"\u003EGoogle's Gemini Advanced gets a very useful ChatGPT feature - but how does it compare?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EI asked the bot, \"Can you lead me in affirmations for the morning for success?\" Without skipping a beat, the AI generated a few affirmations I could dictate to get started. \u003C\u002Fp\u003E\u003Cp\u003EThen, to keep the session going, you can say something like, \"Can you give me some more?\" or ask it to give you a different type of affirmation. The same goes for asking for breathing exercises. The bot will generate a catered breathing routine. As someone who relies on guided mindfulness, this approach seems like a game-changer. \u003C\u002Fp\u003E\u003Cp\u003EHowever, that's the good news -- and the rest of the use cases go downhill from here. \u003C\u002Fp\u003E\u003Ch2\u003E3. Rehearsing a presentation\u003C\u002Fh2\u003E\u003Cp\u003ESome things can objectively improve a presentation, including the pace at which you speak, your conciseness, and the engagement of your script. For that reason, Gemini Live can listen to your presentation and advise on how to improve. It can also be helpful to rehearse in the privacy of your own space without having to use another human to shake off the nerves.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fai-just-gave-us-the-star-trek-farewell-we-always-wanted-watch-it-here\u002F\"\u003EAI just gave us the Star Trek farewell we always wanted - watch it here\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHowever, I found the experience a bit unnatural. I still think a human can give better advice as other factors that affect a presentation include posture, facial expressions, movement, and, most importantly, the presentation itself. If you have a terrible slide deck, not much can save you. If your goal is to improve speech, then this feature is fine -- that's about it, though.   \u003C\u002Fp\u003E\u003Ch2\u003E4. Roleplaying \u003C\u002Fh2\u003E\u003Cp\u003EAs one of the use cases, Google encourages users to leverage Gemini Live to have a mock difficult conversation. All a user has to do is explain the situation briefly to Gemini Live and start the conversation, receiving feedback along the way. \u003C\u002Fp\u003E\u003Cp\u003EFor my case scenario, I said, \"Can you help me role-play a situation in which I tell my best friend I don't like her shoes?\" The bot asked about her name and gave me a sample sentence I could use to tell her, but I don't think the conversation would have landed well if I had used it. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-chatgpt-to-digitize-your-handwritten-notes-for-free\u002F\"\u003EHow to use ChatGPT to digitize your handwritten notes for free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"Alright, here's one way to handle this situation: Hey Melissa, those shoes are really something else! I've never seen a style quite like that before,\" said Gemini Live. \u003C\u002Fp\u003E\u003Cp\u003EIf my aim was passive aggressiveness, the bot nailed it. When I replied with, \"You don't think that's mean?\", the AI answered: \u003C\u002Fp\u003E\u003Cp\u003E\u003Cem\u003EYou're right; it might sound a little sarcastic. How about this: \"Mel, I noticed your new shoes. They're really bold and eye-catching.\" You could also ask her where she got them. This way, you acknowledge them without giving your opinion on whether you like them or not.\u003C\u002Fem\u003E\u003C\u002Fp\u003E\u003Cp\u003EHowever, correcting the approach defeats the purpose of roleplaying. Usually, you roleplay with a friend when you don't know what to say or do. I would prefer to use a human in this situation because the interaction is more natural and I ensure I get the best advice. \u003C\u002Fp\u003E\u003Ch2\u003E5. Picking what to wear \u003C\u002Fh2\u003E\u003Cp\u003EGemini Live does not yet have multimodal abilities (where it can see your surroundings). For that reason, this use case finishes last. In my opinion, it is completely useless. Moreover, for the bot to help you pick out your wardrobe, you need to describe your outfit in detail, and many different factors need to be considered, such as texture, patterns, and fits, which can really only be described visually. \u003C\u002Fp\u003E\u003Ch2\u003EHow to access \u003C\u002Fh2\u003E\u003Cp\u003EIf any of these use cases stood out to you, you can access Gemini Live for free via the Gemini app on both iOS and Android. Once you've downloaded the app, sign in to your Google account, click the waveform icon, and start chatting. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 09:24:17",timezone:"UTC",updated:c,published:c},description:"Some use cases are good, while others fall short. Here is a ranked list of the most to least helpful use cases for Gemini Live.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"f23f2d63-6629-4894-8d4c-ebab242e4e7c",image:{id:"8288ba58-a781-4da0-ae5e-1de7ed6bfe89",filename:"img-0929.jpg",dateCreated:{created:c,date:"2024-10-03 13:29:27",timezone:"UTC",updated:c,published:c},alt:"Gemini Live",credits:"Sabrina Ortiz\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F10\u002F03\u002F8288ba58-a781-4da0-ae5e-1de7ed6bfe89\u002Fimg-0929.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2736,height:1539,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"analysis\u002Fopinion",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"i-tried-googles-suggested-uses-of-gemini-live-and-one-immediately-stood-out",startYear:c,summary:b,title:"I tried Google's suggested uses of Gemini Live - and one immediately stood out",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"4ab6afc9-0140-4643-9eff-73b07b155de1\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"photoman\u002FGetty Images\" data-image-alt-text=\"Books on a ladder\" data-image-filename=\"gettyimages-2163474088.jpg\" data-image-date-created=\"2024\u002F11\u002F21\" data-image-crop=\"2121x1192+0+155\" data-image-width=\"2121\" data-image-height=\"1414\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EWhen \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-chatgpt-how-the-worlds-most-popular-ai-chatbot-can-benefit-you\u002F\" target=\"_blank\"\u003EChatGPT\u003C\u002Fa\u003E launched, the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-generative-ai-and-why-is-it-so-popular-heres-everything-you-need-to-know\u002F\" target=\"_blank\"\u003Egenerative AI\u003C\u002Fa\u003E tool immediately faced concerns about atrophying children's intelligence and education, with some school districts even \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fchatgpt-was-just-blocked-by-the-biggest-us-school-district-heres-why\u002F\"\u003Eblocking access\u003C\u002Fa\u003E. However, many schools soon decided to unblock the technology and began leveraging it within their classrooms. This new course is meant to help teachers make the most of ChatPGT.\u003C\u002Fp\u003E\u003Cp\u003EOn Thursday, OpenAI partnered with Wharton Online to launch a new course, \u003Ca href=\"https:\u002F\u002Fwww.coursera.org\u002Flearn\u002Fwharton-ai-in-education-leveraging-chatgpt-for-teaching#modules\" target=\"_blank\"\u003EAI in Education: Leveraging ChatGPT for Teaching\u003C\u002Fa\u003E, available on Coursera for free. The course has been designed to teach generative AI essentials to higher education and high school staff to help them better implement the technology in their classrooms. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-and-common-sense-media-launch-free-ai-training-for-educators\u002F\"\u003EOpenAI launches free AI training for educators - how to access it\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe course is self-paced and split into four modules, which take about an hour to complete. The topics covered in the modules include how to use AI in the classroom. create GPTs, build AI exercises and tests, prompt AI, and learn about the risks of the technology. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\"Wharton Online holds a deep commitment to delivering accessible content from the AI experts here at Wharton that can empower educators to harness this transformative technology and enrich the teaching experience for all,\" said Eric Hamberger, managing director at Wharton Online. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fyou-can-now-talk-with-chatgpts-advanced-voice-mode-on-the-web\u002F\"\u003EYou can now talk with ChatGPT's Advanced Voice Mode on the web\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe course features experts in the field, including Wharton professor Ethan Mollick, who was one of the first instructors to find ways to incorporate generative AI into the syllabus and classroom to promote learning. Time magazine named Mollick one of 2024's most influential people in AI. Lilach Mollick, co-director of Wharton Generative AI Labs, also guides the course.\u003C\u002Fp\u003E\u003Cp\u003EOnce the course is completed, users will earn a Wharton Online and OpenAI certificate issued by Coursera, which they can share with their networks to show they understand AI. The course, accessible on Coursera, starts on November 21 and users can enroll for free.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-gemini-advanced-gets-a-very-useful-chatgpt-feature-but-how-does-it-compare\u002F\"\u003EGoogle's Gemini Advanced gets a very useful ChatGPT feature - but how does it compare?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EIf you are interested in pursuing other courses, there are many options. On Wednesday, OpenAI launched a free online course called \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-and-common-sense-media-launch-free-ai-training-for-educators\u002F\" target=\"_blank\"\u003EChatGPT Foundations for K-12 Educators\u003C\u002Fa\u003E. \u003C\u002Fp\u003E\u003Cp\u003EZDNET rounded up the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthe-best-free-ai-courses\u002F\"\u003Ebest free AI courses\u003C\u002Fa\u003E in 2024, which you can find here. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 08:29:39",timezone:"UTC",updated:c,published:c},description:"ChatGPT can boost your productivity. This course shows educators how they can benefit.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"2d5d822c-6ec9-436f-897b-004668214621",image:{id:"4ab6afc9-0140-4643-9eff-73b07b155de1",filename:"gettyimages-2163474088.jpg",dateCreated:{created:c,date:"2024-11-21 21:06:35",timezone:"UTC",updated:c,published:c},alt:"Books on a ladder",credits:"photoman\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F21\u002F4ab6afc9-0140-4643-9eff-73b07b155de1\u002Fgettyimages-2163474088.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:2121,height:1414,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"openai-and-wharton-launch-free-chatgpt-course-for-teachers-heres-how-to-access-it",startYear:c,summary:b,title:"OpenAI and Wharton launch free ChatGPT course for teachers. Here's how to access it",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0a6fffc2-2220-44ba-99e4-4c567f6f57bb",username:"maria-diaz-zd",profileUrl:c,email:c,firstName:"Maria",lastName:"Diaz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"d89921b7-c002-40ef-8401-f002f1a769e9",filename:"maria-diaz.jpg",dateCreated:{created:c,date:"2022-08-05 14:44:33",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fd89921b7-c002-40ef-8401-f002f1a769e9\u002Fmaria-diaz.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Maria Diaz is a staff writer based in the Raleigh-Durham, NC area with a passion for home automation and a background in graphic design, photography, and filmmaking. She has a bachelor's in Mass Communication and experience in journalism.",profile:c,title:"Staff Writer",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"64cf5e57-0c1c-426e-a264-2035c5880d37\" data-size=\"original\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Maria Diaz\u002FZDNET\" data-image-alt-text=\"Echo Dot with children's drawings\" data-image-filename=\"echo-dot.jpg\" data-image-date-created=\"2023\u002F06\u002F01\" data-image-width=\"1920\" data-image-height=\"1080\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EI'm a sucker for a good deal, and smart speakers are one of the devices I like buying during sales events. For a discounted price, you can get a speaker for your home that functions as a Bluetooth speaker and connection to your smart home. This $23 \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"c86e9d96-2b2e-4282-99e6-f365cd7cc455\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FAll-New-release-Smart-speaker-Charcoal\u002Fdp\u002FB09B8V1LZ3\" data-monetized-url=\"https:\u002F\u002Fwww.amazon.com\u002FAll-New-release-Smart-speaker-Charcoal\u002Fdp\u002FB09B8V1LZ3?tag=zdnet-buy-button-20\" data-link-shortcode-text=\"Echo Dot\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fearly-black-friday-2024-everything-you-need-to-know-about-holiday-shopping\u002F\" target=\"_blank\"\u003EBlack Friday\u003C\u002Fa\u003E deal checks all the boxes. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003C\u002Fstrong\u003E\u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fbest-black-friday-deals-2024\u002F\"\u003E\u003Cstrong\u003EThe best Black Friday deals live now\u003C\u002Fstrong\u003E\u003C\u002Fa\u003E\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"commercepromo\" data-id=\"63729d9a-a1ea-49b5-b351-e7c15efece29\" data-edition=\"us\" data-hed=\"Buy the Echo Dot (5th Gen) for $23 (save $27)\" data-imagegroup=\"{"alt":"Echo Dot","caption":"\u003Cp\u003E\u003C\u002Fp\u003E","credits":"Amazon\u002FZDNET","imageData":{"id":"887270a6-4cdf-446c-a4ab-822821462953","filename":"edot.jpg","path":"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F887270a6-4cdf-446c-a4ab-822821462953\u002Fedot.jpg","dateCreated":{"date":"2024-11-22 04:54:32","timezone":"UTC","timezone_type":3},"primeColor":null,"hasWarning":false},"uuid":"887270a6-4cdf-446c-a4ab-822821462953","imageFilename":"edot.jpg","imageDateCreated":"2024\u002F11\u002F22"}\" data-overridecaption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-overridecredit=\"Amazon\u002FZDNET\" data-offerurl=\"https:\u002F\u002Fwww.amazon.com\u002FAll-New-release-Smart-speaker-Charcoal\u002Fdp\u002FB09B8V1LZ3\" data-offerprice=\"30\" data-offermerchant=\"Amazon\" data-monetizedurl=\"https:\u002F\u002Fwww.amazon.com\u002FAll-New-release-Smart-speaker-Charcoal\u002Fdp\u002FB09B8V1LZ3?tag=zdnet-buy-button-20\" data-techobjectinfo=\"{"uuid":"ea355591-a067-4d73-8058-de080d2b0339","slug":"amazon-echo-dot-5th-gen","name":"Amazon Echo Dot (5th Gen)","productType":"SERIES","updateType":"EZMONEY","mod":1732251022068,"displayDate":"Thu Nov 21 2024 23:50:22 GMT-0500 (Eastern Standard Time)"}\" data-usemonetization=\"true\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe Echo Dot is a great way to add Amazon Alexa to your home, bringing the virtual assistant into your routines to answer questions and run smart home devices, but it's also a pretty decent speaker on its own, especially at $30. This speaker won't blow the Apple HomePod mini out of the water, but it is still a great, inexpensive speaker. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Fhome-and-office\u002Fhome-entertainment\u002Fecho-pop-vs-echo-dot-which-alexa-smart-speaker-should-you-choose\u002F\"\u003EEcho Pop vs Echo Dot: Which Alexa smart speaker should you choose?\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EFor example, if you already have an Echo Dot, you could get a second one to create a stereo pair for a TV to enjoy more immersive audio during movie nights. It's also small enough to hang out on a desk, bookshelf, or nightstand. I even have an Echo Dot in my bathroom to close the blinds and play music while I shower. \u003C\u002Fp\u003E\u003Cp\u003EAvailable in Charcoal, Deep Sea Blue, and Glacier White, the \u003Cspan data-shortcode=\"commercelinkshortcode\" data-id=\"2c07be6e-2723-476c-baaf-0b463ed3fb43\" data-raw-url=\"https:\u002F\u002Fwww.amazon.com\u002FAll-New-release-Smart-speaker-Charcoal\u002Fdp\u002FB09B8V1LZ3\" data-link-shortcode-text=\"Echo Dot (5th Gen)\" data-use-monetization=\"true\" data-edition=\"us\"\u003E\u003C\u002Fspan\u003E is typically available for $50 but is currently 54% off, bringing the price down to $23 for the Black Friday sale. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"cnetlisticle\" data-id=\"d858609b-13f9-406b-90ef-43b689403758\" data-edition=\"us\" data-description=\"\u003Cp\u003EWhile many sales events feature deals for a specific length of time, deals are on a limited-time basis, making them subject to expire anytime. ZDNET remains committed to finding, sharing, and updating the best offers to help you maximize your savings so you can feel as confident in your purchases as we feel in our recommendations. Our team of experts constantly monitors the deals we feature to keep our stories up-to-date. If you missed out on this deal, don't worry -- we're always sourcing new savings opportunities at \u003Ca href="https:\u002F\u002Fwww.zdnet.com\u002F"\u003EZDNET.com\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\" data-hed=\"When will this deal expire?\" data-imagegroup=\"{}\" data-merchantoffers=\"[]\" data-usepricing=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"3aa16d16-8ccd-4f94-b2cc-91f3af21b2ff\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002F3aa16d16-8ccd-4f94-b2cc-91f3af21b2ff\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 04:55:00",timezone:"UTC",updated:c,published:c},description:"Looking for a way to add a hands-free virtual assistant to your life? You can buy the latest Echo Dot for only $23 through Black Friday.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"49d8d590-37cf-463f-bf76-1566f4825d57",image:{id:"887270a6-4cdf-446c-a4ab-822821462953",filename:"edot.jpg",dateCreated:{created:c,date:"2024-11-22 04:54:32",timezone:"UTC",updated:c,published:c},alt:"Echo Dot",credits:"Amazon\u002FZDNET",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F22\u002F887270a6-4cdf-446c-a4ab-822821462953\u002Fedot.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:1920,height:1080,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"deals",hubTopicPathString:"Home & Office^Home Entertainment^Speakers",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"the-23-echo-dot-deal-is-a-great-deal-to-upgrade-your-smart-home-this-black-friday",startYear:c,summary:b,title:"The $23 Echo Dot deal is a great deal for upgrading your smart home this Black Friday",topic:{id:"bd3ef9c9-b763-41a0-88f5-63f3453d97b2",slug:"speakers",name:"Speakers",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:"bd3ef9c9-b763-41a0-88f5-63f3453d97b2",slug:"speakers",name:"Speakers",typeName:"content_topic",uuid:b,primary:a,topicPath:[]},{id:"0fb7a83c-ec91-11e3-95d2-02911863765e",slug:"amazon",name:"Amazon",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},{id:"6fd937ba-0ebe-45ac-a5ef-918a13460c75",slug:"smart-assistants",name:"Smart Assistants",typeName:"content_topic",uuid:b,primary:d,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"0765e4d4-53d3-4b04-878c-c0532f646fc4",username:"Sabrina Ortiz",profileUrl:c,email:c,firstName:"Sabrina",lastName:"Ortiz",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11",filename:"screenshot-2024-03-27-at-4-28-37pm.png",dateCreated:{created:c,date:"2024-03-27 23:36:25",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F03\u002F27\u002F74b6bbc3-0c60-4d1f-9b02-7ee0f003bf11\u002Fscreenshot-2024-03-27-at-4-28-37pm.png",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Sabrina Ortiz is an editor for ZDNET based in New York City. She covers technology news for ZDNET, specializing in generative AI. Sabrina graduated with a B.A. in Media and Journalism and Political Science from the University of North Carolina at Chapel Hill.",profile:c,title:"Editor",bio:b,bureau:"US",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"ef8740e7-a4c3-442b-ac6d-295ff9f0b040\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Ahmad Bilal\u002FGetty Images\" data-image-alt-text=\"Trophy illustration\" data-image-filename=\"gettyimages-1671492270.jpg\" data-image-date-created=\"2024\u002F11\u002F21\" data-image-width=\"3840\" data-image-height=\"2160\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EOpenAI has released several new models lately, but \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-does-gpt-stand-for-understanding-gpt-3-5-gpt-4-and-more\u002F\" target=\"_blank\"\u003EGPT-4o\u003C\u002Fa\u003E remains its most advanced flagship model. It packs advanced reasoning, multimodality, and conversational capabilities into one, and with the latest update, it has become even more capable. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenai-and-common-sense-media-launch-free-ai-training-for-educators\u002F\"\u003EOpenAI launches free AI training for educators - how to access it\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EOn Wednesday, OpenAI announced via an X post that it updated GPT-4o to improve overall performance, including better file reading and writing capabilities that allow it to generate more natural and engaging text. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"twitter_tweet\" data-size=\"medium\" data-float=\"none\" data-oembed=\"{"author_name":"OpenAI","author_url":"https:\\\u002F\\\u002Ftwitter.com\\\u002FOpenAI","cache_age":"3153600000","height":null,"html":"\u003Cblockquote class=\\"twitter-tweet\\"\u003E\u003Cp lang=\\"en\\" dir=\\"ltr\\"\u003EGPT-4o got an update \\ud83c\\udf89\u003Cbr\u003E\u003Cbr\u003EThe model\\u2019s creative writing ability has leveled up\\u2013more natural, engaging, and tailored writing to improve relevance &amp; readability.\u003Cbr\u003E\u003Cbr\u003EIt\\u2019s also better at working with uploaded files, providing deeper insights &amp; more thorough responses.\u003C\\\u002Fp\u003E&mdash; OpenAI (@OpenAI) \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002FOpenAI\\\u002Fstatus\\\u002F1859296125947347164?ref_src=twsrc^tfw\\"\u003ENovember 20, 2024\u003C\\\u002Fa\u003E\u003C\\\u002Fblockquote\u003E\\n\\n","provider_name":"Twitter","provider_url":"https:\\\u002F\\\u002Ftwitter.com","type":"rich","url":"https:\\\u002F\\\u002Ftwitter.com\\\u002FOpenAI\\\u002Fstatus\\\u002F1859296125947347164","version":"1.0","width":550}\" data-url=\"https:\u002F\u002Ftwitter.com\u002FOpenAI\u002Fstatus\u002F1859296125947347164\" data-conversation=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003ESo, just how good is the upgrade? Over the past week, before OpenAI announced the launch and the update, known as ChatGPT-4o (20241120), the company tested its performance on the Chatbot Arena LLM Leaderboard, a crowdsourced platform used to evaluate large language models (LLMs). \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EUsers chatting with the two LLMs side by side and comparing their responses without knowing the models' names put GPT-4o in first place, above Gemini-Exp-1114. OpenAI also improved GPT-4o in several other categories, including creative writing, coding, and hard prompts, all of which it now ranks first in. To put them to the test yourself, you can visit the \u003Ca href=\"https:\u002F\u002Flmarena.ai\u002F?leaderboard\"\u003EChatbot Arena\u003C\u002Fa\u003E and vote for free. \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"twitter_tweet\" data-size=\"medium\" data-float=\"none\" data-oembed=\"{"author_name":"lmarena.ai (formerly lmsys.org)","author_url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Flmarena_ai","cache_age":"3153600000","height":null,"html":"\u003Cblockquote class=\\"twitter-tweet\\"\u003E\u003Cp lang=\\"en\\" dir=\\"ltr\\"\u003EExciting News from Chatbot Arena\\u2764\\ufe0f\\u200d\\ud83d\\udd25\u003Cbr\u003E\u003Cbr\u003EOver the past week, the latest \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002FOpenAI?ref_src=twsrc^tfw\\"\u003E@OpenAI\u003C\\\u002Fa\u003E ChatGPT-4o (20241120) competed anonymously as \\"anonymous-chatbot\\", gathering 8,000+ community votes.\u003Cbr\u003E\u003Cbr\u003EThe result? OpenAI reclaims the #1 spot, surpassing Gemini-Exp-1114 with an impressive 1361 score!\\u2026 \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FQ7q3Uonp94\\"\u003Ehttps:\\\u002F\\\u002Ft.co\\\u002FQ7q3Uonp94\u003C\\\u002Fa\u003E \u003Ca href=\\"https:\\\u002F\\\u002Ft.co\\\u002FogmhhCW7zY\\"\u003Epic.twitter.com\\\u002FogmhhCW7zY\u003C\\\u002Fa\u003E\u003C\\\u002Fp\u003E&mdash; lmarena.ai (formerly lmsys.org) (@lmarena_ai) \u003Ca href=\\"https:\\\u002F\\\u002Ftwitter.com\\\u002Flmarena_ai\\\u002Fstatus\\\u002F1859307979184689269?ref_src=twsrc^tfw\\"\u003ENovember 20, 2024\u003C\\\u002Fa\u003E\u003C\\\u002Fblockquote\u003E\\n\\n","provider_name":"Twitter","provider_url":"https:\\\u002F\\\u002Ftwitter.com","type":"rich","url":"https:\\\u002F\\\u002Ftwitter.com\\\u002Flmarena_ai\\\u002Fstatus\\\u002F1859307979184689269","version":"1.0","width":550}\" data-url=\"https:\u002F\u002Ftwitter.com\u002Flmarena_ai\u002Fstatus\u002F1859307979184689269\" data-conversation=\"true\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EThe update does not change how users access GPT-4o. Free users automatically have limited access, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-subscribe-to-chatgpt-plus-and-7-reasons-why-you-should\u002F\" target=\"_blank\"\u003EChatGPT Plus\u003C\u002Fa\u003E users can select GPT-4o from the toggle model selector. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fthis-absurdly-simple-trick-turns-off-ai-in-your-google-search-results\u002F\"\u003EThis absurdly simple trick turns off AI in your Google Search results\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EThe ChatGPT Plus subscription guarantees users unlimited, priority access to GPT-4o, which could be useful if you rely on ChatGPT for your everyday workload. The $20 per month subscription includes other perks such as the \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fopenais-voice-mode-rolling-out-to-all-chatgpt-subscribers-heres-who-gets-it-first\u002F#link=%7B#link=%7B\"\u003EAdvanced Voice Mode\u003C\u002Fa\u003E, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fim-a-chatgpt-power-user-and-this-new-feature-instantly-made-me-more-productive\u002F#link=%7B\"\u003ECanvas\u003C\u002Fa\u003E, and \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fbest-ai-image-generator\u002F#link=%7B\"\u003Eunlimited image generation\u003C\u002Fa\u003E.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-22 00:06:31",timezone:"UTC",updated:c,published:c},description:"If you use ChatGPT for writing, you'll be happy to hear this.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"bdebb606-4cab-4d6c-8bef-ec57b995840b",image:{id:"ef8740e7-a4c3-442b-ac6d-295ff9f0b040",filename:"gettyimages-1671492270.jpg",dateCreated:{created:c,date:"2024-11-21 19:43:51",timezone:"UTC",updated:c,published:c},alt:"Trophy illustration",credits:"Ahmad Bilal\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F21\u002Fef8740e7-a4c3-442b-ac6d-295ff9f0b040\u002Fgettyimages-1671492270.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:3840,height:2160,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"openai-updates-gpt-4o-reclaiming-its-crown-for-best-ai-model",startYear:c,summary:b,title:"OpenAI updates GPT-4o, reclaiming its crown for best AI model",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d},{author:{id:"3edc0faa-226b-4980-9b4a-f614df49135d",username:"tiernan1",profileUrl:c,email:c,firstName:"Tiernan",lastName:"Ray",jobTitle:c,dateCreated:{created:c,date:c,timezone:c,updated:c,published:c},image:{id:"c2f70f95-253a-47e8-969f-8313ff044e89",filename:"tiernan-ray.jpg",dateCreated:{created:c,date:"2022-08-05 17:33:23",timezone:"UTC",updated:c,published:c},alt:c,credits:c,caption:c,path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2022\u002F08\u002F05\u002Fc2f70f95-253a-47e8-969f-8313ff044e89\u002Ftiernan-ray.jpg",cropGravity:c,crop:c,typeName:"content_image",imageUrl:c,width:c,height:c,bucketPath:c,bucketType:c,title:c},socialProfileIds:c,authorBio:"Tiernan Ray has been covering technology and business for 28 years. He was most recently technology editor for Barron's where he wrote daily market coverage for the Tech Trader blog and wrote the weekly print column of that name. He has also worked for Bloomberg and SmartMoney, and for the prestigious ComputerLetter newsletter covering venture capital investments in tech. His work has been published in the New York Times, Fortune magazine, and CNN Money. He is a graduate of Princeton University and a native of New York City.",profile:c,title:"Senior Contributing Writer",bio:b,bureau:"AU",awards:b,expertise:b,authorDisclosure:c},body:"\u003Cdiv data-shortcode=\"image\" data-uuid=\"fba04e40-2d68-4d3e-988b-892382db8316\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003E\u003C\u002Fp\u003E\" data-image-credit=\"Chip Somodevilla\u002FGetty Images\" data-image-alt-text=\"Jensen Huang\" data-image-filename=\"gettyimages-2174942437.jpg\" data-image-date-created=\"2024\u002F11\u002F21\" data-image-width=\"5652\" data-image-height=\"3768\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EChip giant Nvidia, which dominates the training of \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fwhat-is-ai-heres-everything-you-need-to-know-about-artificial-intelligence\u002F\" target=\"_blank\"\u003Eartificial intelligence\u003C\u002Fa\u003E, sold thirty-one billion dollars worth of the systems last quarter, it reported Wednesday evening.\u003C\u002Fp\u003E\u003Cp\u003EAs chief executive of Nvidia, Jensen Huang, who co-founded the company, is also the chief evangelist of all things AI these days. As such, he spent Wednesday evening telling Wall Street analysts about the important applications being made possible with the technology.\u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-ai-podcast-tool-transforms-your-text-into-stunningly-lifelike-audio-for-free\u002F\"\u003EGoogle's AI podcast tool transforms your text into stunningly lifelike audio - for free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003EHuang emphasized one of his favorite applications, \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-use-notebooklm\u002F\"\u003EGoogle's Notebook LM\u003C\u002Fa\u003E, saying he \"used the living daylights\" out of the AI tool.\u003C\u002Fp\u003E\u003Cp\u003EThe NotebookLM program, which is free to use with a Google account, lets users upload documents and create a summary of their contents. It suggests questions to ask about the documents, engages in a \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-notebooklm-can-discuss-your-notes-with-you-now-how-to-access-it-and-why-you-should\u002F\" target=\"_blank\"\u003Echat about the documents\u003C\u002Fa\u003E, and it will even \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fhow-to-create-a-podcast-with-ai-in-seconds-easy-step-by-step-instructions\u002F\" target=\"_blank\"\u003Ecreate an audio conversation\u003C\u002Fa\u003E about the contents between two speakers in the style of a podcast.\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"image\" data-uuid=\"b6daac0b-e38e-4dd3-8be4-a6e93510ce0b\" data-size=\"large\" data-float=\"none\" data-image-caption=\"\u003Cp\u003ENvidia CEO Jensen Huang says he has "used the living daylights" out of Google's NotebookLM program.\u003C\u002Fp\u003E\" data-image-credit=\"Google\" data-image-alt-text=\"google-notebooklm-2024.png\" data-image-filename=\"google-notebooklm-2024.png\" data-image-date-created=\"2024\u002F11\u002F21\" data-image-width=\"2494\" data-image-height=\"1563\" data-image-do-not-crop=\"false\" data-image-do-not-resize=\"false\" data-image-watermark=\"false\" data-lightbox=\"false\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003E\"I put every PDF, every archived paper into it just to listen to it as well as scanning through it,\" he said.\u003C\u002Fp\u003E\u003Cp\u003EHuang talked about NotebookLM in response to one Wall Street stock analyst's question about the trends in \"inference,\" the practice of making predictions with an AI model after the model has been trained. \u003C\u002Fp\u003E\u003Cp\u003E\u003Cstrong\u003EAlso: \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fgoogles-new-ai-tool-could-be-your-new-favorite-learning-aid-and-its-free\u002F\"\u003EGoogle's new AI tool could be your new favorite learning aid - and it's free\u003C\u002Fa\u003E\u003C\u002Fstrong\u003E\u003C\u002Fp\u003E\u003Cp\u003E\"Our hope and dream is that someday, the world does a ton of inference,\" replied Huang. \"That's when AI has really succeeded,\" he continued, \"is when every single company is doing inference inside their companies, for the marketing department and forecasting department and supply chain group and their legal department and engineering, of course, and coding.\"\u003C\u002Fp\u003E\u003Cp\u003EHuang cited other examples of AI inference, such as \"physical AI,\" meaning AI models that \"understand the meaning of the structure\" of the physical world and how to \"reason\" about it. Such models can \"not only understand but can predict, roll out a short future.\" \u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"newsletter\" data-id=\"2051361\" data-copy=\"ZDNET Tech Today\" data-image=\"{"id":null,"alt":null}\"\u003E\u003C\u002Fdiv\u003E\u003Cp\u003EHuang is betting that inference tasks will be the new growth engine for his company's data center GPU chip sales, after having dominated the market for chips for training AI models for years. \u003C\u002Fp\u003E\u003Cp\u003EHuang told Wall Street his company's latest GPU, \"Blackwell,\" \u003Ca href=\"https:\u002F\u002Fwww.zdnet.com\u002Farticle\u002Fnvidia-ceo-jensen-huang-unveils-next-gen-blackwell-chip-family-at-gtc\u002F\"\u003Eunveiled in March\u003C\u002Fa\u003E, is \"in great shape,\" and will generate billions of dollars of revenue in the fiscal fourth quarter ending in January.\u003C\u002Fp\u003E\u003Cp\u003E\"Blackwell production is in full steam,\" said Huang. \"We will deliver this quarter more Blackwells than we had previously estimated. And so, the supply chain team is doing an incredible job of working with our supply partners to increase Blackwell, and we're going to continue to work hard to increase Blackwell through next year. It is the case that demand exceeds our supply.\"\u003C\u002Fp\u003E\u003Cdiv data-shortcode=\"pinbox\" data-uuid=\"c1c64b97-f918-4f5b-acae-43981f87d8e6\" data-uri=\"\u002Fapi\u002Fcomponent\u002Feditorial\u002Fc1c64b97-f918-4f5b-acae-43981f87d8e6\" data-float=\"none\"\u003E\u003C\u002Fdiv\u003E",gallery:c,category:c,children:c,contentType:b,contentUrl:b,coreImages:c,date:c,datePublished:{created:c,date:"2024-11-21 21:47:00",timezone:"UTC",updated:c,published:c},description:"Nvidia CEO Jensen Huang spends a lot of time stuffing documents into Google's impressive AI tool. Here's why.",filterKey:c,filterLabel:c,genreGroups:c,icon:b,nodeId:b,subCategory:c,id:"648339ea-7515-4b5e-aada-d29a717f266d",image:{id:"fba04e40-2d68-4d3e-988b-892382db8316",filename:"gettyimages-2174942437.jpg",dateCreated:{created:c,date:"2024-11-21 21:37:18",timezone:"UTC",updated:c,published:c},alt:"Jensen Huang",credits:"Chip Somodevilla\u002FGetty Images",caption:"\u003Cp\u003E\u003C\u002Fp\u003E",path:"https:\u002F\u002Fwww.zdnet.com\u002Fa\u002Fimg\u002F2024\u002F11\u002F21\u002Ffba04e40-2d68-4d3e-988b-892382db8316\u002Fgettyimages-2174942437.jpg",cropGravity:o,crop:c,typeName:"content_image",imageUrl:c,width:5652,height:3768,bucketPath:c,bucketType:c,title:c},label:b,metaData:{typeTitle:"news",hubTopicPathString:"Innovation^Artificial Intelligence",relatedItems:[]},name:b,promoTitle:b,section:b,slug:"even-nvidias-ceo-is-obsessed-with-googles-notebooklm-ai-tool",startYear:c,summary:b,title:"Even Nvidia's CEO is obsessed with Google's NotebookLM AI tool",topic:{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:d,topicPath:[]},topics:[{id:i,slug:"artificial-intelligence",name:"Artificial Intelligence",typeName:"content_topic",uuid:b,primary:a,topicPath:[]}],hubTopicPathString:c,type:"content_article",typeName:b,url:b,isSponsored:d}],componentLabel:c,description:c,filters:c,paging:c,slug:"dynamic-topic-river-alt-latest-offset-10",title:c,label:c,viewMoreText:c,viewMoreUrl:c,relatedItems:c}];k.footer=[];k.debug=c;k.isSeamless=d;n[0]=b;return 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