CINXE.COM
Five things you (maybe) didn't know about AI
<!DOCTYPE html> <html class="no-js glue-flexbox keyword-blog" lang="en-us" data-locale="en-us"> <head><script type="text/javascript" src="/_static/js/bundle-playback.js?v=HxkREWBo" charset="utf-8"></script> <script type="text/javascript" src="/_static/js/wombat.js?v=txqj7nKC" charset="utf-8"></script> <script>window.RufflePlayer=window.RufflePlayer||{};window.RufflePlayer.config={"autoplay":"on","unmuteOverlay":"hidden"};</script> <script type="text/javascript" src="/_static/js/ruffle/ruffle.js"></script> <script type="text/javascript"> __wm.init("http://web.archive.org/web"); __wm.wombat("https://blog.google/technology/ai/five-things-a-to-z-ai/","20230928132706","http://web.archive.org/","web","/_static/", "1695907626"); </script> <link rel="stylesheet" type="text/css" href="/_static/css/banner-styles.css?v=S1zqJCYt" /> <link rel="stylesheet" type="text/css" href="/_static/css/iconochive.css?v=3PDvdIFv" /> <!-- End Wayback Rewrite JS Include --> <meta charset="utf-8"/> <meta http-equiv="X-UA-Compatible" content="IE=edge"/> <title>Five things you (maybe) didn't know about AI</title> <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=1.0, minimum-scale=1.0"/> <meta name="optimize_experiments" content="[]"> <!--Article Specific Metadata--> <meta name="description" content="Here are five things you can learn from The A to Z of AI: a series of simple explanations to help anyone understand artificial intelligence."/> <meta name="keywords" content="None"/> <meta name="article-author" content="Gina Neff"/> <meta name="robots" content="max-image-preview:large"> <!--Open Graph Metadata--> <meta property="og:type" content="article"/> <meta property="og:title" content="Five things you (maybe) didn't know about AI"/> <meta property="og:description" content="Here are five things you can learn from The A to Z of AI: a series of simple explanations to help anyone understand artificial intelligence."/> <meta property="og:image" content="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/A-Z-Keyword-Hero.width-1300.jpg"/> <meta property="og:site_name" content="Google"/> <meta property="og:url" content="http://web.archive.org/web/20230928132706/https://blog.google/technology/ai/five-things-a-to-z-ai/"/> <meta property="article:publisher" content="https://www.facebook.com/Google/"/> <meta property="article:published_time" content="2020-03-25"/> <!--Twitter Card Metadata--> <meta name="twitter:card" content="summary_large_image"/> <meta name="twitter:url" content="http://web.archive.org/web/20230928132706im_/https://blog.google/technology/ai/five-things-a-to-z-ai/"/> <meta name="twitter:title" content="Five things you (maybe) didn't know about AI"/> <meta name="twitter:description" content="Here are five things you can learn from The A to Z of AI: a series of simple explanations to help anyone understand artificial intelligence."/> <meta name="twitter:image:src" content="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/A-Z-Keyword-Hero.width-1300.jpg"/> <meta name="twitter:site" content="@google"/> <script type="application/ld+json"> { "@context": "http://web.archive.org/web/20230928132706/https://schema.org", "@type": "NewsArticle", "mainEntityOfPage": "http://web.archive.org/web/20230928132706/https://blog.google/technology/ai/five-things-a-to-z-ai/", "headline": "Five things you (maybe) didn\u0027t know about AI", "datePublished": "2020-03-25T10:00:00+00:00", "dateModified": "", "description": "Here are five things you can learn from The A to Z of AI: a series of simple explanations to help anyone understand artificial intelligence.", "author": { "@type": "Person", "name": "Gina Neff" }, "publisher": { "@type": "Organization", "name": "Google", "logo": { "@type": "ImageObject", "url": "http://web.archive.org/web/20230928132706/https://blog.google/technology/ai/five-things-a-to-z-ai/", "width": "200", "height": "200" } }, "image": { "@type": "ImageObject", "url": "http://web.archive.org/web/20230928132706/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/A-Z-Keyword-Hero.width-1300.jpg", "width": "1440", "height": "810" } } </script> <link rel="amphtml" href="http://web.archive.org/web/20230928132706/https://blog.google/technology/ai/five-things-a-to-z-ai/amp/"> <link rel="stylesheet" type="text/css" href="/web/20230928132706cs_/https://blog.google/static/keyword/css/blog/index.min.css?version=pr20230921-0037"/> <link rel="stylesheet" href="//web.archive.org/web/20230928132706cs_/https://fonts.googleapis.com/css?family=Roboto:100,300,400,500,700|Google+Sans:400,500|Product+Sans:400&display=swap&lang=en"> <link rel="stylesheet" type="text/css" href="/web/20230928132706cs_/https://blog.google/static/keyword/css/print/index.min.css?version=pr20230921-0037" media="print"/> <link rel="canonical" href="http://web.archive.org/web/20230928132706/https://blog.google/technology/ai/five-things-a-to-z-ai/"/> <link href="/web/20230928132706im_/https://blog.google/favicon.ico" rel="icon"> <link href="/web/20230928132706im_/https://blog.google/static/blogv2/images/apple-touch-icon.png" rel="apple-touch-icon"> <meta property="gtm-tag" content="GTM-TRV24V"> <!-- https://developer.mozilla.org/en-US/docs/Web/API/Trusted_Types_API --> <script> let trustedTypePolicy = { createHTML: (str) => str, createScript: (str) => str, createScriptURL: (url) => url }; if (window.trustedTypes && window.trustedTypes.createPolicy) { const safeScriptDomains = [ 'blob:', '/static/angularjs/', '/static/blogv2/', '/static/keyword/', '/static/youtube/', '/static/blog_youtube/', '//web.archive.org/web/20230928132706/https://apis.google.com/js/', '//web.archive.org/web/20230928132706/https://cdn.ampproject.org/', '//web.archive.org/web/20230928132706/https://googleads.g.doubleclick.net', '//web.archive.org/web/20230928132706/https://survey.g.doubleclick.net', '//web.archive.org/web/20230928132706/https://www.google-analytics.com/', '//web.archive.org/web/20230928132706/https://www.google.com', '//web.archive.org/web/20230928132706/https://www.googletagmanager.com', '//web.archive.org/web/20230928132706/https://www.gstatic.com', '//web.archive.org/web/20230928132706/https://www.youtube.com', ]; const safeScripts = [ 'google_tag_manager[""]', '(function anonymous(' ]; trustedTypePolicy = window.trustedTypes.createPolicy('default', { /* Enable create HTML */ createHTML: (str) => { return str }, /* Enable script creation */ createScript: (str) => { const safeScriptString = safeScripts.find( (safeScript) => str.includes(safeScript) ); if (!safeScriptString) { console.warn( `unsafe createScript: "${str}"` ); } return str; }, /* Allow for safe domains only */ createScriptURL: (url) => { const safeDomainsUrl = safeScriptDomains.find( (safeDomain) => url.includes(safeDomain) ); if (!safeDomainsUrl && !url.startsWith(window.location.origin)) { console.warn( `Unsafe createScriptURL: "${url}"` ); } return url; }, }); } window.trustedTypePolicy = trustedTypePolicy; </script> </head> <body class="template-articlepage keyword-blog" uni-external-links> <noscript><iframe src="http://web.archive.org/web/20230928132706if_/https://www.googletagmanager.com/ns.html?id=GTM-TRV24V" height="0" width="0" style="display:none;visibility:hidden"></iframe></noscript> <div class="data-layer-init-data" data-analytics=" { "event": "dataLayer_initialized", "page_name": "Five things you (maybe) didn't know about AI", "experiments": "undefined", "locale": "en-us", "page_type": "blogv2 | article page", "primary_tag": "topics - ai", "secondary_tags": "Google in Europe,Education", "landing_page_tags": "topics - google in europe|topics - education", "article_name": "Five things you (maybe) didn\u0027t know about AI", "author_name": "Gina Neff", "publish_date": "2020-03-25|10:00", "hero_media": "image", "special_hero": "undefined", "days_since_published": "1282", "content_category": "Topics - AI", "word_count": "long 600+", "has_audio": "no", "has_video": "no" }"> </div> <div class="page-analytics-data" data-analytics=" { "event": "pageview", "slug": "five-things-a-to-z-ai", "contentType": "blogv2 | article page", "author": "gina neff", "primaryTag": "topics - ai", "secondaryTags": "topics - google in europe|topics - education", "publishDate": "2020-03-25|10:00", "tags": "topics - google in europe|topics - education", "goLiveDateTime": "2020-03-25|10:00", "wordCount": "long 600+", "contentCategory": "Announcement", "heroMedia": "", }"> </div> <script type="text/javascript"> (function() { var dataLayerInitElement = document.querySelector('.data-layer-init-data'); var dataLayerObject = JSON.parse( dataLayerInitElement.getAttribute('data-analytics') ); // Change undefined strings to primitive value undefined. Object.entries(dataLayerObject).forEach(([key, value]) => { dataLayerObject[key] = value === 'undefined' ? undefined : value; }); if (!window['dataLayer']) { window['dataLayer'] = []; } window['dataLayer'].push(dataLayerObject); }()); </script> <script type="text/javascript"> (function() { var elem_ = document.querySelector('.page-analytics-data'); var scrubObject = { 'event': 'scrubbedUrl', 'url': getScrubbedUrl() }; var baseAnalyticsObject = JSON.parse( elem_.getAttribute('data-analytics').replace(/,(?=[^,]*$)/, '') ); function getScrubbedUrl() { const urlParams = location.href.split('?'); const hostPathUrl = urlParams[0]; if(urlParams.length === 1) return hostPathUrl; try { const searchParams = urlParams[1].split('&'); const utmParams = searchParams.filter(param => param.startsWith('utm') || param.startsWith('query')).join('&'); if(!utmParams.length) return hostPathUrl; return `${hostPathUrl}?${utmParams}`; } catch(error) { console.error('scrubbed Url error =>', e); } return hostPathUrl; } function handlePublishDate(dataObj) { var publishDate = dataObj['publishDate']; if (typeof publishDate !== 'undefined') { var oneDay = 24*60*60*1000; var dateParts = publishDate.split('|'); var pubDay = new Date(dateParts[0]); var today = new Date(); var daysSince = Math.round((today - pubDay) / oneDay); dataObj['daysSincePublished'] = daysSince.toString(); } pushData(dataObj); } function pushData(analyticsEvent) { if (!window['dataLayer']) { window['dataLayer'] = []; } window['dataLayer'].push(analyticsEvent); const globalKWDimenssions = Object.assign({}, analyticsEvent); if(globalKWDimenssions['event']) { delete globalKWDimenssions['event']; } window['globalKWCustomDimensions'] = globalKWDimenssions; } pushData(scrubObject); handlePublishDate(baseAnalyticsObject); }()); </script> <div class="uni-header-content-pusher"></div> <header class="uni-header h-u-box-shadow-2" data-component="uni-header"> <div class="uni-header__hamburguer-wrapper"> <button class="uni-header__hamburguer-button" aria-expanded="false" tabindex="0" aria-label="Secondary menu"> <svg aria-hidden="true" role="presentation" class="h-c-header__hamburger-img h-c-header__hamburger-img--standard events-off"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#h-burger"></use> </svg> </button> </div> <figure class="uni-header__logo-google" title="Google" tabindex="-1"> <svg role="img" aria-label="Google"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#h-color-google-logo"></use> </svg> </figure> <div> <a href="#jump-content" class="h-c-header__jump-to-content"> <span class="h-c-header__jump-to-content-text">Skip to main content</span> </a> </div> <div class="uni-header__site-title" data-analytics-module="{ "module_name": "main nav", "section_header": "The Keyword" }"> <a href="/web/20230928132706/https://blog.google/" class="uni-header__site-title-link"> <div> The Keyword </div> </a> </div> <div class="uni-article-progress-bar slide-up" data-component="uni-progress-bar" aria-valuemin="0" aria-valuemax="100" aria-valuenow="0" aria-hidden="true" role="progressbar"> <div class="uni-article-progress-bar__title uni-article-progress-bar__ellipsis"> Five things you (maybe) didn't know about AI </div> <div class="uni-article-progress-bar__social" aria-hidden="true" data-analytics-module="{ "module_name": "Progress Bar", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="uni-social-share " data-component="uni-social-share-dropdowm"> <a aria-label="Share" class="uni-social-share__trigger" role="button" tabindex="0" aria-expanded="false" data-analytics="{ "event": "page interaction", "category": "progress bar", "action": "menu", "label": "label" }"> <svg class="h-c-icon h-c-icon--color-text" title="Share" aria-hidden="true"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-share"></use> </svg> <div class="uni-social-share__button">Share</div> </a> <div class="uni-social-share__dialog uni-social-share__content " aria-labelledby="social-share-icon"> <a aria-label="Share on Twitter" class="article-share__link-text uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://twitter.com/intent/tweet?text=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI%20%40google&url=https://blog.google/technology/ai/five-things-a-to-z-ai/" target="_blank" data-analytics="{ "event": "page interaction", "category": "progress bar", "action": "share - progress bar", "label": "twitter" }" data-ga4-method="twitter"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-twitter"></use> </svg> <div class="article-share__title">Twitter</div> </a> <a aria-label="Share on Facebook" class="article-share__link-text uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://www.facebook.com/sharer/sharer.php?caption=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI&u=https://blog.google/technology/ai/five-things-a-to-z-ai/" target="_blank" data-analytics="{ "event": "page interaction", "category": "progress bar", "action": "share - progress bar", "label": "facebook" }" data-ga4-method="facebook"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-facebook"></use> </svg> <div class="article-share__title">Facebook</div> </a> <a aria-label="Share on LinkedIn" class="article-share__link-text uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://www.linkedin.com/shareArticle?mini=true&url=https://blog.google/technology/ai/five-things-a-to-z-ai/&title=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI" target="_blank" data-analytics="{ "event": "page interaction", "category": "progress bar", "action": "share - progress bar", "label": "linkedin" }" data-ga4-method="linkedin"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-linkedin"></use> </svg> <div class="article-share__title">LinkedIn</div> </a> <a aria-label="Share with Email" class="article-share__link-text uni-click-tracker article-share__email" href="http://web.archive.org/web/20230928132706/mailto:/?subject=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI&body=Check out this article on the Keyword:%0A%0AFive%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI%0A%0AHere are five things you can learn from The A to Z of AI: a series of simple explanations to help anyone understand artificial intelligence.%0A%0Ahttps://blog.google/technology/ai/five-things-a-to-z-ai/" target="_blank" data-analytics="{ "event": "page interaction", "category": "progress bar", "action": "share - progress bar", "label": "email" }" data-ga4-method="email"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-mail"></use> </svg> <div class="article-share__title">Mail</div> </a> <div class="copy-link uni-copy-share uni-click-tracker" data-component="uni-copy-popup-component" data-analytics="{ "event": "page interaction", "category": "progress bar", "action": "share - progress bar", "label": "copy" }" data-ga4-analytics-share-copy-link data-ga4-method="Copy link"> <a class="copy-link__trigger copy-link__trigger-text" href="#" data-ga4-method="Copy link"> <svg class="h-c-icon h-c-icon--color-text" title="Share"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-link"></use> </svg> <div class="copy-link__title">Copy link</div> </a> <div class="copy-link__dialog copy-link__content" aria-labelledby="copy-popover-icon" uni-options="{"copyTextButton": "COPIED TO CLIPBOARD"}"> <input class="h-c-copy copy-link__url" value="https://blog.google/technology/ai/five-things-a-to-z-ai/" id="copy-link" readonly="readonly" type="text" aria-hidden="true"/> <div class="copy-link__copy-message" role="status" tabindex="0"></div> </div> </div> </div> </div> </div> <div class="uni-article-progress-bar__indicator hide-progress-bar"></div> </div> <nav class="uni-navigation uni-navigation--desktop" role="navigation" aria-label="Main" data-analytics-module="{ "module_name": "main nav", "section_header": "Desktop menu" }"> <div class="uni-navigation__list-desktop"> <ul id="uni-main-menu" class="uni-main-menu" data-component="uni-navigation"> <li data-has-subnav="" class="uni-main-menu__item uni-main-menu__item--desktop inactive "> <a href="/web/20230928132706/https://blog.google/" class="uni-main-menu__item-label " role="button" tabindex="0"> Latest stories </a> </li> <li data-has-subnav="yes" class="uni-main-menu__item uni-main-menu__item--desktop inactive has-submenu"> <button class="uni-main-menu__item-label has-submenu" tabindex="0"> Product updates <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <div class="uni-main-menu__subnav uni-main-menu__subnav--desktop"> <button class="uni-main-menu__subnav-title uni-main-menu__subnav-title--desktop"> <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> Product updates </button> <ul class="uni-main-menu__subnav-list"> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Android, Chrome & Play <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/android/" data-navigation="Product-updates"> Android </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/chrome/" data-navigation="Product-updates"> Chrome </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/chromebooks/" data-navigation="Product-updates"> Chromebooks </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/google-play/" data-navigation="Product-updates"> Google Play </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/wear-os/" data-navigation="Product-updates"> Wear OS by Google </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Devices & Services <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/chromecast/" data-navigation="Product-updates"> Chromecast </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/fitbit/" data-navigation="Product-updates"> Fitbit </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/google-nest/" data-navigation="Product-updates"> Google Nest </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/pixel/" data-navigation="Product-updates"> Pixel </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Explore & Get Answers <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/bard/" data-navigation="Product-updates"> Bard </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/assistant/" data-navigation="Product-updates"> Google Assistant </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/maps/" data-navigation="Product-updates"> Maps </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/news/" data-navigation="Product-updates"> News </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/search/" data-navigation="Product-updates"> Search </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/shopping/" data-navigation="Product-updates"> Shopping </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Connect & Communicate <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/photos/" data-navigation="Product-updates"> Photos </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/translate/" data-navigation="Product-updates"> Translate </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/registry/" data-navigation="Product-updates"> Registry </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> In The Cloud <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/docs/" data-navigation="Product-updates"> Docs, Sheets and Slides </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/gmail/" data-navigation="Product-updates"> Gmail </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/google-cloud/" data-navigation="Product-updates"> Google Cloud </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/meet/" data-navigation="Product-updates"> Meet </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="http://web.archive.org/web/20230928132706/https://cloud.google.com/blog/" data-navigation="Product-updates"> More on the Cloud Blog <svg class="icon h-c-icon uni-main-menu__subnav-sublist-external-icon" role="presentation" viewbox="0 0 18 18"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-arrow-forward"></use> </svg> </a> </li> </ul> </li> </ul> <a href="/web/20230928132706/https://blog.google/products/" class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--landing uni-main-menu__subnav-item-name--desktop"> See all product updates </a> </div> <div class="h-c-page uni-main-menu__submenu-wrapper" id="uni-navigation__item-1-2" aria-expanded="false" aria-hidden="true" role="menu"> <ul class="uni-main-menu__submenu has-view-all"> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-Product-updates-1"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-Product-updates-1"> Android, Chrome & Play </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/android/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Android </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/chrome/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Chrome </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/chromebooks/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Chromebooks </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/google-play/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Google Play </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/wear-os/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Wear OS by Google </a> </li> </ul> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-Product-updates-2"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-Product-updates-2"> Devices & Services </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/chromecast/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Chromecast </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/fitbit/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Fitbit </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/google-nest/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Google Nest </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/pixel/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Pixel </a> </li> </ul> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-Product-updates-3"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-Product-updates-3"> Explore & Get Answers </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/bard/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Bard </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/assistant/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Google Assistant </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/maps/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Maps </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/news/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> News </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/search/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Search </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/shopping/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Shopping </a> </li> </ul> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-Product-updates-4"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-Product-updates-4"> Connect & Communicate </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/photos/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Photos </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/translate/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Translate </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/registry/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Registry </a> </li> </ul> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-Product-updates-5"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-Product-updates-5"> In The Cloud </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/docs/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Docs, Sheets and Slides </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/gmail/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Gmail </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/google-cloud/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Google Cloud </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/products/meet/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> Meet </a> </li> <li class="uni-main-menu__submenu-link"> <a href="http://web.archive.org/web/20230928132706/https://cloud.google.com/blog/" role="menuitem" data-navigation="Product-updates" class="uni-main-menu__submenu-anchor"> More on the Cloud Blog <svg class="icon h-c-icon uni-main-menu__submenu-external-icon" role="presentation" viewbox="0 0 18 18"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-arrow-forward"></use> </svg> </a> </li> </ul> </li> </ul> <div class="uni-main-menu__submenu-view-all"> <a href="/web/20230928132706/https://blog.google/products/" class="uni-main-menu__submenu-view-all-link"> See all product updates <svg id="mi-arrow-forward-no-bg" viewbox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </div> <button class="uni-main-menu__submenu-close" aria-label="Close Menu"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px uni-main-menu__submenu-close--icon"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#close_icon"></use> </svg> </button> </div> </li> <li data-has-subnav="yes" class="uni-main-menu__item uni-main-menu__item--desktop active has-submenu"> <button class="uni-main-menu__item-label has-submenu" tabindex="0"> Company news <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <div class="uni-main-menu__subnav uni-main-menu__subnav--desktop"> <button class="uni-main-menu__subnav-title uni-main-menu__subnav-title--desktop"> <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> Company news </button> <ul class="uni-main-menu__subnav-list"> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Outreach & initiatives <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/outreach-initiatives/diversity/" data-navigation="Company-news"> Diversity and inclusion </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/outreach-initiatives/education/" data-navigation="Company-news"> Education </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/outreach-initiatives/google-org/" data-navigation="Company-news"> Google.org </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/outreach-initiatives/grow-with-google/" data-navigation="Company-news"> Grow with Google </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/outreach-initiatives/sustainability/" data-navigation="Company-news"> Sustainability </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/web/20230928132706/https://blog.google/outreach-initiatives/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Outreach & initiatives"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Technology <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/technology/ai/" data-navigation="Company-news"> AI </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/technology/developers/" data-navigation="Company-news"> Developers </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/technology/families/" data-navigation="Company-news"> Families </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/technology/next-billion-users/" data-navigation="Company-news"> Next billion users </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/technology/safety-security/" data-navigation="Company-news"> Safety and security </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/web/20230928132706/https://blog.google/technology/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Technology"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Inside Google <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/inside-google/infrastructure/" data-navigation="Company-news"> Data centers and infrastructure </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/inside-google/doodles/" data-navigation="Company-news"> Doodles </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/inside-google/googlers/" data-navigation="Company-news"> Googlers </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/inside-google/life-at-google/" data-navigation="Company-news"> Life at Google </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/web/20230928132706/https://blog.google/inside-google/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Inside Google"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Around the globe <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/around-the-globe/google-asia/" data-navigation="Company-news"> Google in Asia </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/around-the-globe/google-europe/" data-navigation="Company-news"> Google in Europe </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/around-the-globe/google-latin-america/" data-navigation="Company-news"> Google in Latin America </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/web/20230928132706/https://blog.google/around-the-globe/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Around the globe"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--desktop has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--desktop"> Authors <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--desktop"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/authors/sundar-pichai/" data-navigation="Company-news"> Sundar Pichai, CEO </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/authors/ruth-porat/" data-navigation="Company-news"> Ruth Porat, SVP and CFO </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/authors/kent-walker/" data-navigation="Company-news"> Kent Walker, SVP </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/web/20230928132706/https://blog.google/authors/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Authors"> See all </a> </li> </ul> </li> </ul> </div> <div class="h-c-page uni-main-menu__submenu-wrapper" id="uni-navigation__item-1-3" aria-expanded="false" aria-hidden="true" role="menu"> <ul class="uni-main-menu__submenu has-view-all"> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-Company-news-1"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-Company-news-1"> Outreach & initiatives </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/outreach-initiatives/diversity/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Diversity and inclusion </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/outreach-initiatives/education/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Education </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/outreach-initiatives/google-org/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Google.org </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/outreach-initiatives/grow-with-google/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Grow with Google </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/outreach-initiatives/sustainability/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Sustainability </a> </li> </ul> <a href="/web/20230928132706/https://blog.google/outreach-initiatives/" data-navigation="Outreach & initiatives" role="menuitem" title="See all Outreach & initiatives articles" class="uni-main-menu__submenu-item-see-all"> See all <svg id="mi-arrow-forward-no-bg" viewbox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-Company-news-2"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-Company-news-2"> Technology </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/technology/ai/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> AI </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/technology/developers/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Developers </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/technology/families/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Families </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/technology/next-billion-users/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Next billion users </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/technology/safety-security/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Safety and security </a> </li> </ul> <a href="/web/20230928132706/https://blog.google/technology/" data-navigation="Technology" role="menuitem" title="See all Technology articles" class="uni-main-menu__submenu-item-see-all"> See all <svg id="mi-arrow-forward-no-bg" viewbox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-Company-news-3"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-Company-news-3"> Inside Google </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/inside-google/infrastructure/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Data centers and infrastructure </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/inside-google/doodles/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Doodles </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/inside-google/googlers/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Googlers </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/inside-google/life-at-google/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Life at Google </a> </li> </ul> <a href="/web/20230928132706/https://blog.google/inside-google/" data-navigation="Inside Google" role="menuitem" title="See all Inside Google articles" class="uni-main-menu__submenu-item-see-all"> See all <svg id="mi-arrow-forward-no-bg" viewbox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-Company-news-4"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-Company-news-4"> Around the globe </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/around-the-globe/google-asia/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Google in Asia </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/around-the-globe/google-europe/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Google in Europe </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/around-the-globe/google-latin-america/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Google in Latin America </a> </li> </ul> <a href="/web/20230928132706/https://blog.google/around-the-globe/" data-navigation="Around the globe" role="menuitem" title="See all Around the globe articles" class="uni-main-menu__submenu-item-see-all"> See all <svg id="mi-arrow-forward-no-bg" viewbox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </li> <li class="uni-main-menu__submenu-item" role="group" aria-labelledby="uni-main-menu__submenu-item-label-Company-news-5"> <span class="uni-main-menu__submenu-item-label" id="uni-main-menu__submenu-item-label-Company-news-5"> Authors </span> <ul class="uni-main-menu__submenu-links"> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/authors/sundar-pichai/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Sundar Pichai, CEO </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/authors/ruth-porat/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Ruth Porat, SVP and CFO </a> </li> <li class="uni-main-menu__submenu-link"> <a href="/web/20230928132706/https://blog.google/authors/kent-walker/" role="menuitem" data-navigation="Company-news" class="uni-main-menu__submenu-anchor"> Kent Walker, SVP </a> </li> </ul> <a href="/web/20230928132706/https://blog.google/authors/" data-navigation="Authors" role="menuitem" title="See all Authors articles" class="uni-main-menu__submenu-item-see-all"> See all <svg id="mi-arrow-forward-no-bg" viewbox="0 0 32 32"> <polygon points="16,0 13.2,2.8 24.3,14 0,14 0,18 24.3,18 13.2,29.2 16,32 32,16"></polygon> </svg> </a> </li> </ul> <button class="uni-main-menu__submenu-close" aria-label="Close Menu"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px uni-main-menu__submenu-close--icon"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#close_icon"></use> </svg> </button> </div> </li> </ul> </div> <div class="uni-header__newsletter uni-header__newsletter--mobile"> <a class="uni-header__newsletter--cta uni-header__newsletter--cta--mobile kw-button kw-button--high-emphasis" href="/web/20230928132706/https://blog.google/newsletter-subscribe/" data-analytics-onclick="{ "event": "page interaction", "category": "newsletter", "action": "menu" , "label": "subscribe" }" aria-label="Newsletter subscribe" data-content-type="blogv2 | article page"> Subscribe</a> </div> </nav> <form class="uni-search " role="dialog" aria-label="Search box" aria-hidden="true" aria-expanded="false" data-component="uni-search-box" data-analytics-module="{ "module_name": "search" }"> <input class="uni-search__input" type="text" placeholder="Find an article..." aria-label="Find an article..."> <button class="uni-search__button uni-search__button-search" title="Submit" type="submit"> <svg role="presentation" class="uni-header__kebab-search-icon"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-search"></use> </svg> </button> <button class="uni-search__button uni-search__button-close" title="Close" type="button"> <svg role="presentation" class="uni-header__kebab-search-icon"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-clear"></use> </svg> </button> <ul class="uni-search__auto-complete " data-component="uni-search-autocomplete" data-sitespace="" data-siteid="2" data-sitename="The Keyword"> </ul> </form> <div class="uni-header__kebab" data-analytics-module="{ "module_name": "main nav", "section_header": "kebab menu" }"> <button class="uni-header__kebab-search" title="Search"> <svg role="presentation" class="uni-header__kebab-search-icon"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-search"></use> </svg> </button> <button class="uni-header__kebab-toggle" title="Secondary menu"> <svg role="presentation" class="uni-header__kebab-rss-icon"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-more-vert"></use> </svg> </button> <ul class="uni-header__kebab-menu"> <li class="uni-header__kebab-menu-item"> <a class="uni-header__kebab-menu-link" href="/web/20230928132706/https://blog.google/press" title="Press corner"> Press corner </a> </li> <li class="uni-header__kebab-menu-item"> <a class="uni-header__kebab-menu-link" href="/web/20230928132706/https://blog.google/rss" title="RSS feed"> RSS feed <svg role="presentation" class="uni-header__kebab-rss-icon"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-rss-feed"></use> </svg> </a> </li> </ul> </div> <div class="uni-header__newsletter uni-header__newsletter--desktop"> <a class="uni-header__newsletter--cta uni-header__newsletter--cta--desktop kw-button kw-button--high-emphasis" href="/web/20230928132706/https://blog.google/newsletter-subscribe/" data-analytics-onclick="{ "event": "page interaction", "category": "newsletter", "action": "header" , "label": "subscribe" }" aria-label="Newsletter subscribe" data-content-type="blogv2 | article page"> Subscribe</a> </div> </header> <nav class="uni-navigation uni-navigation--mobile" role="navigation" aria-label="Main" data-component="uni-navigation-mobile" aria-hidden="true" data-analytics-module="{ "module_name": "mobile nav", "section_header": "Mobile menu" }"> <div class="uni-navigation__brand-mobile"> <button class="uni-navigation__close" aria-label="Close Menu" aria-hidden="true"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px uni-main-menu__submenu-close--icon" aria-label="Close Menu"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#close_icon"></use> </svg> </button> <figure class="uni-navigation__logo-google" title="Google"> <svg role="img" aria-label="Google"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#h-color-google-logo"></use> </svg> </figure> <span class="uni-navigation__site-title"> <a class="uni-header__site-title-link" href="/web/20230928132706/https://blog.google/" data-analytics=""> <div> The Keyword </div> </a> </span> </div> <div class="uni-navigation__list-mobile"> <ul id="uni-main-menu" class="uni-main-menu"> <li data-has-subnav="" class="uni-main-menu__item uni-main-menu__item--mobile inactive "> <a href="/web/20230928132706/https://blog.google/" class="uni-main-menu__item-label " role="button" tabindex="0"> Latest stories </a> </li> <li data-has-subnav="yes" class="uni-main-menu__item uni-main-menu__item--mobile inactive has-submenu"> <button class="uni-main-menu__item-label has-submenu" tabindex="0"> Product updates <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <div class="uni-main-menu__subnav uni-main-menu__subnav--mobile"> <button class="uni-main-menu__subnav-title uni-main-menu__subnav-title--mobile"> <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> Product updates </button> <ul class="uni-main-menu__subnav-list"> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Android, Chrome & Play <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/android/" data-navigation="Product-updates"> Android </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/chrome/" data-navigation="Product-updates"> Chrome </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/chromebooks/" data-navigation="Product-updates"> Chromebooks </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/google-play/" data-navigation="Product-updates"> Google Play </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/wear-os/" data-navigation="Product-updates"> Wear OS by Google </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Devices & Services <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/chromecast/" data-navigation="Product-updates"> Chromecast </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/fitbit/" data-navigation="Product-updates"> Fitbit </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/google-nest/" data-navigation="Product-updates"> Google Nest </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/pixel/" data-navigation="Product-updates"> Pixel </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Explore & Get Answers <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/bard/" data-navigation="Product-updates"> Bard </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/assistant/" data-navigation="Product-updates"> Google Assistant </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/maps/" data-navigation="Product-updates"> Maps </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/news/" data-navigation="Product-updates"> News </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/search/" data-navigation="Product-updates"> Search </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/shopping/" data-navigation="Product-updates"> Shopping </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Connect & Communicate <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/photos/" data-navigation="Product-updates"> Photos </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/translate/" data-navigation="Product-updates"> Translate </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/registry/" data-navigation="Product-updates"> Registry </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> In The Cloud <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/docs/" data-navigation="Product-updates"> Docs, Sheets and Slides </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/gmail/" data-navigation="Product-updates"> Gmail </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/google-cloud/" data-navigation="Product-updates"> Google Cloud </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/products/meet/" data-navigation="Product-updates"> Meet </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="http://web.archive.org/web/20230928132706/https://cloud.google.com/blog/" data-navigation="Product-updates"> More on the Cloud Blog <svg class="icon h-c-icon uni-main-menu__subnav-sublist-external-icon" role="presentation" viewbox="0 0 18 18"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-arrow-forward"></use> </svg> </a> </li> </ul> </li> </ul> <a href="/web/20230928132706/https://blog.google/products/" class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--landing uni-main-menu__subnav-item-name--mobile"> See all product updates </a> </div> </li> <li data-has-subnav="yes" class="uni-main-menu__item uni-main-menu__item--mobile active has-submenu"> <button class="uni-main-menu__item-label has-submenu" tabindex="0"> Company news <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <div class="uni-main-menu__subnav uni-main-menu__subnav--mobile"> <button class="uni-main-menu__subnav-title uni-main-menu__subnav-title--mobile"> <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> Company news </button> <ul class="uni-main-menu__subnav-list"> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Outreach & initiatives <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/outreach-initiatives/diversity/" data-navigation="Company-news"> Diversity and inclusion </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/outreach-initiatives/education/" data-navigation="Company-news"> Education </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/outreach-initiatives/google-org/" data-navigation="Company-news"> Google.org </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/outreach-initiatives/grow-with-google/" data-navigation="Company-news"> Grow with Google </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/outreach-initiatives/sustainability/" data-navigation="Company-news"> Sustainability </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/web/20230928132706/https://blog.google/outreach-initiatives/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Outreach & initiatives"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Technology <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/technology/ai/" data-navigation="Company-news"> AI </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/technology/developers/" data-navigation="Company-news"> Developers </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/technology/families/" data-navigation="Company-news"> Families </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/technology/next-billion-users/" data-navigation="Company-news"> Next billion users </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/technology/safety-security/" data-navigation="Company-news"> Safety and security </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/web/20230928132706/https://blog.google/technology/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Technology"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Inside Google <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/inside-google/infrastructure/" data-navigation="Company-news"> Data centers and infrastructure </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/inside-google/doodles/" data-navigation="Company-news"> Doodles </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/inside-google/googlers/" data-navigation="Company-news"> Googlers </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/inside-google/life-at-google/" data-navigation="Company-news"> Life at Google </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/web/20230928132706/https://blog.google/inside-google/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Inside Google"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Around the globe <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/around-the-globe/google-asia/" data-navigation="Company-news"> Google in Asia </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/around-the-globe/google-europe/" data-navigation="Company-news"> Google in Europe </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/around-the-globe/google-latin-america/" data-navigation="Company-news"> Google in Latin America </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/web/20230928132706/https://blog.google/around-the-globe/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Around the globe"> See all </a> </li> </ul> </li> <li class="uni-main-menu__subnav-item uni-main-menu__subnav-item--mobile has-submenu"> <button class="uni-main-menu__subnav-item-name uni-main-menu__subnav-item-name--mobile"> Authors <figure class="expand-caret"> <svg class="icon" role="presentation"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-expand"></use> </svg> </figure> </button> <ul class="uni-main-menu__subnav-sublist uni-main-menu__subnav-sublist--mobile"> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/authors/sundar-pichai/" data-navigation="Company-news"> Sundar Pichai, CEO </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/authors/ruth-porat/" data-navigation="Company-news"> Ruth Porat, SVP and CFO </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a class="uni-main-menu__subnav-sublist-link" href="/web/20230928132706/https://blog.google/authors/kent-walker/" data-navigation="Company-news"> Kent Walker, SVP </a> </li> <li class="uni-main-menu__subnav-sublist-item"> <a href="/web/20230928132706/https://blog.google/authors/" class="uni-main-menu__subnav-sublist-link uni-main-menu__subnav-sublist-link--all" data-navigation="Authors"> See all </a> </li> </ul> </li> </ul> </div> </li> </ul> <ul class="uni-header__kebab-menu uni-header__kebab-menu--mobile"> <li class="uni-header__kebab-menu-item"> <a href="/web/20230928132706/https://blog.google/press" title="Press corner"> Press corner </a> </li> <li class="uni-header__kebab-menu-item"> <a href="/web/20230928132706/https://blog.google/rss" title="RSS feed"> RSS feed </a> </li> </ul> </div> <div class="uni-header__newsletter uni-header__newsletter--mobile"> <a class="uni-header__newsletter--cta uni-header__newsletter--cta--mobile kw-button kw-button--high-emphasis" href="/web/20230928132706/https://blog.google/newsletter-subscribe/" data-analytics-onclick="{ "event": "page interaction", "category": "newsletter", "action": "menu" , "label": "subscribe" }" aria-label="Newsletter subscribe" data-content-type="blogv2 | article page"> Subscribe</a> </div> </nav> <div class="overlay-body-menu--mobile"></div> <div class="loader-mask"> <div class="loader-mask__loader"></div> </div> <main id="jump-content" class="site-content" tabindex="-1"> <script async src="http://web.archive.org/web/20230928132706js_/https://cdn.ampproject.org/amp-story-player-v0.js"></script> <link href="http://web.archive.org/web/20230928132706cs_/https://cdn.ampproject.org/amp-story-player-v0.css" rel="stylesheet" type="text/css"> <article class="uni-article-wrapper" ng-init="drawerToggle = {'open': true}"> <section class="article-hero" data-analytics-module="{ "module_name": "Article Hero", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="article-hero__container"> <div class="article-hero__primary-tag__col"> <a class="h-u-mb-std article-hero__primary-tag article-hero__primary-tag--link data-analytics-onclick" href="http://web.archive.org/web/20230928132706/https://blog.google/technology/ai/" data-analytics="{ "category" : "landing page lead", "action" : "eyebrow topic link", "label" : "product AI" }" data-ga4-analytics-eyebrow-click="{ "link_text": "AI", "link_url": "https://blog.google/technology/ai/", "link_type": "internal" }" data-ga4-analytics-landing-lead="{ "event": "landing_page_lead", "link_text": "AI" }"> <p class="h-c-eyebrow article-hero__primary-tag--link__text">AI</p> </a> </div> <h1 class="article-hero__h1">Five things you (maybe) didn't know about AI</h1> </div> </section> <div class="article-meta__author-container" data-analytics-module="{ "module_name": "Hero Menu", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="article-meta__author-wrapper"> <div class="article-meta__abstract"> <div class="article-meta__abstract-container"> <div class="article-meta__published-wrapper article-meta__published-wrapper-long "> <p class="article-meta__published-at">Mar 25, 2020</p> <p class="article-meta__read-time" data-reading-time-render><span class="article-meta__read-time--number"></span>min read</p> </div> <div class="uni-social-share uni-social-share--mobile" data-component="uni-social-share-dropdowm"> <a aria-label="Share" class="uni-social-share__trigger" role="button" tabindex="0" aria-expanded="false" data-analytics="{ "event": "page interaction", "category": "social", "action": "menu", "label": "label" }"> <svg class="h-c-icon h-c-icon--color-text" title="Share" aria-hidden="true"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-share"></use> </svg> <div class="uni-social-share__button">Share</div> </a> <div class="uni-social-share__dialog uni-social-share__content " aria-labelledby="social-share-icon"> <a aria-label="Share on Twitter" class="article-share__link-text uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://twitter.com/intent/tweet?text=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI%20%40google&url=https://blog.google/technology/ai/five-things-a-to-z-ai/" target="_blank" data-analytics="{ "event": "page interaction", "category": "social", "action": "share", "label": "twitter" }" data-ga4-method="twitter"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-twitter"></use> </svg> <div class="article-share__title">Twitter</div> </a> <a aria-label="Share on Facebook" class="article-share__link-text uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://www.facebook.com/sharer/sharer.php?caption=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI&u=https://blog.google/technology/ai/five-things-a-to-z-ai/" target="_blank" data-analytics="{ "event": "page interaction", "category": "social", "action": "share", "label": "facebook" }" data-ga4-method="facebook"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-facebook"></use> </svg> <div class="article-share__title">Facebook</div> </a> <a aria-label="Share on LinkedIn" class="article-share__link-text uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://www.linkedin.com/shareArticle?mini=true&url=https://blog.google/technology/ai/five-things-a-to-z-ai/&title=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI" target="_blank" data-analytics="{ "event": "page interaction", "category": "social", "action": "share", "label": "linkedin" }" data-ga4-method="linkedin"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-linkedin"></use> </svg> <div class="article-share__title">LinkedIn</div> </a> <a aria-label="Share with Email" class="article-share__link-text uni-click-tracker article-share__email" href="http://web.archive.org/web/20230928132706/mailto:/?subject=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI&body=Check out this article on the Keyword:%0A%0AFive%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI%0A%0AHere are five things you can learn from The A to Z of AI: a series of simple explanations to help anyone understand artificial intelligence.%0A%0Ahttps://blog.google/technology/ai/five-things-a-to-z-ai/" target="_blank" data-analytics="{ "event": "page interaction", "category": "social", "action": "share", "label": "email" }" data-ga4-method="email"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-mail"></use> </svg> <div class="article-share__title">Mail</div> </a> <div class="copy-link uni-copy-share uni-click-tracker" data-component="uni-copy-popup-component" data-analytics="{ "event": "page interaction", "category": "social", "action": "share", "label": "copy" }" data-ga4-analytics-share-copy-link data-ga4-method="Copy link"> <a class="copy-link__trigger copy-link__trigger-text" href="#" data-ga4-method="Copy link"> <svg class="h-c-icon h-c-icon--color-text" title="Share"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-link"></use> </svg> <div class="copy-link__title">Copy link</div> </a> <div class="copy-link__dialog copy-link__content" aria-labelledby="copy-popover-icon" uni-options="{"copyTextButton": "COPIED TO CLIPBOARD"}"> <input class="h-c-copy copy-link__url" value="https://blog.google/technology/ai/five-things-a-to-z-ai/" id="copy-link" readonly="readonly" type="text" aria-hidden="true"/> <div class="copy-link__copy-message" role="status" tabindex="0"></div> </div> </div> </div> </div> </div> </div> </div> <div class="article-meta__container"> <div class="article-meta__content"> <div class="article-meta__author"> <div class="article-meta__author-noimage" data-component="uni-monogram" data-author="Gina Neff"> </div> <div class="article-meta__author-info"> <div class="article-meta__author-name">Gina Neff</div> <div class="article-meta__author-title"> Senior Research Fellow and Associate Professor, Oxford Internet Institute </div> </div> </div> </div> <div class="article-share__wrapper" data-analytics-module="{ "module_name": "Hero Share", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="uni-social-share uni-social-share--desktop" data-component="uni-social-share-dropdowm"> <a aria-label="Share" class="uni-social-share__trigger" role="button" tabindex="0" aria-expanded="false" data-analytics="{ "event": "page interaction", "category": "social", "action": "menu", "label": "label" }"> <svg class="h-c-icon h-c-icon--color-text" title="Share" aria-hidden="true"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-share"></use> </svg> <div class="uni-social-share__button">Share</div> </a> <div class="uni-social-share__dialog uni-social-share__content " aria-labelledby="social-share-icon"> <a aria-label="Share on Twitter" class="article-share__link-text uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://twitter.com/intent/tweet?text=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI%20%40google&url=https://blog.google/technology/ai/five-things-a-to-z-ai/" target="_blank" data-analytics="{ "event": "page interaction", "category": "social", "action": "share", "label": "twitter" }" data-ga4-method="twitter"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-twitter"></use> </svg> <div class="article-share__title">Twitter</div> </a> <a aria-label="Share on Facebook" class="article-share__link-text uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://www.facebook.com/sharer/sharer.php?caption=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI&u=https://blog.google/technology/ai/five-things-a-to-z-ai/" target="_blank" data-analytics="{ "event": "page interaction", "category": "social", "action": "share", "label": "facebook" }" data-ga4-method="facebook"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-facebook"></use> </svg> <div class="article-share__title">Facebook</div> </a> <a aria-label="Share on LinkedIn" class="article-share__link-text uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://www.linkedin.com/shareArticle?mini=true&url=https://blog.google/technology/ai/five-things-a-to-z-ai/&title=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI" target="_blank" data-analytics="{ "event": "page interaction", "category": "social", "action": "share", "label": "linkedin" }" data-ga4-method="linkedin"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-linkedin"></use> </svg> <div class="article-share__title">LinkedIn</div> </a> <a aria-label="Share with Email" class="article-share__link-text uni-click-tracker article-share__email" href="http://web.archive.org/web/20230928132706/mailto:/?subject=Five%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI&body=Check out this article on the Keyword:%0A%0AFive%20things%20you%20%28maybe%29%20didn%27t%20know%20about%20AI%0A%0AHere are five things you can learn from The A to Z of AI: a series of simple explanations to help anyone understand artificial intelligence.%0A%0Ahttps://blog.google/technology/ai/five-things-a-to-z-ai/" target="_blank" data-analytics="{ "event": "page interaction", "category": "social", "action": "share", "label": "email" }" data-ga4-method="email"> <svg aria-hidden="true" class="h-c-icon h-c-icon--social h-c-icon--30px" viewbox="0 0 30 30"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-mail"></use> </svg> <div class="article-share__title">Mail</div> </a> <div class="copy-link uni-copy-share uni-click-tracker" data-component="uni-copy-popup-component" data-analytics="{ "event": "page interaction", "category": "social", "action": "share", "label": "copy" }" data-ga4-analytics-share-copy-link data-ga4-method="Copy link"> <a class="copy-link__trigger copy-link__trigger-text" href="#" data-ga4-method="Copy link"> <svg class="h-c-icon h-c-icon--color-text" title="Share"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-link"></use> </svg> <div class="copy-link__title">Copy link</div> </a> <div class="copy-link__dialog copy-link__content" aria-labelledby="copy-popover-icon" uni-options="{"copyTextButton": "COPIED TO CLIPBOARD"}"> <input class="h-c-copy copy-link__url" value="https://blog.google/technology/ai/five-things-a-to-z-ai/" id="copy-link" readonly="readonly" type="text" aria-hidden="true"/> <div class="copy-link__copy-message" role="status" tabindex="0"></div> </div> </div> </div> </div> </div> </div> </div> <div class="article-image-hero"> <div class="article-image-hero__container"> <figure class="article-image--full-aspect article-module"> <div class="aspect-ratio-image" style="--height-percentage: 41.7%;"> <div class="aspect-ratio-image__container"> <img srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/A-Z-Keyword-Hero.width-600.format-webp.webp 600w, http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/A-Z-Keyword-Hero.width-1200.format-webp.webp 1200w, http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/A-Z-Keyword-Hero.width-1600.format-webp.webp 1600w" sizes="(max-width: 599px) 100vw, (max-width: 1023px) 600px, 1024px" src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/A-Z-Keyword-Hero.width-1200.format-webp.webp" fetchpriority="high" alt="Article's hero media" class="aspect-ratio-image__image"> </div> </div> </figure> </div> </div> <section class="uni-container article-container"> <div class="uni-wrapper article-container__wrapper"> <div class="uni-content uni-blog-article-container article-container__content " data-reading-time="true" data-component="uni-drop-cap|uni-tombstone"> <!--article text--> <div class="module--text module--text__article" data-analytics-module="{ "module_name": "Paragraph", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p>While there鈥檚 plenty of information out there on artificial intelligence, it鈥檚 not always easy to distinguish fact from fiction or find explanations that are easy to understand. That鈥檚 why we鈥檝e teamed up with Google to create <a href="http://web.archive.org/web/20230928132706/https://atozofai.withgoogle.com/intl/en-GB/?utm_source=referral&utm_medium=google-keyword">The A to Z of AI</a>.聽It鈥檚 a series of simple, bite-sized explainers to help anyone understand what AI is, how it works and how it鈥檚 changing the world around us. Here are a few things you might learn:</p></div> </div> </div> <div class="article-image" data-analytics-module="{ "module_name": "Inline Images", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="article-image__is-caption "> <img alt="AI.jpg" src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI.width-100.format-webp_3eGTpVO.webp " class="article-image--large" loading="lazy" data-loading="{ "mobile": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI.width-500.format-webp.webp", "desktop": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI.width-1000.format-webp.webp" }"> </div> <figcaption class="article-image__caption article-image__is-caption-image "><div class="rich-text"><p>A is for Artificial Intelligence</p></div></figcaption> </div> <div class="module--text module--text__article" data-analytics-module="{ "module_name": "Paragraph", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p><b>1. <a href="http://web.archive.org/web/20230928132706/https://atozofai.withgoogle.com/intl/en-US/uses/">AI is already in our everyday lives.</a>聽</b></p><p>You鈥檝e probably interacted with AI without even realizing it. If you鈥檝e ever searched for a specific image in Google Photos, asked a smart speaker about the weather or been rerouted by your car鈥檚 navigation system, you鈥檝e been helped by AI. Those examples might feel obvious, but there are many other ways it plays a role in your life you might not realize. AI is also helping solve <a href="http://web.archive.org/web/20230928132706/https://ai.google/social-good/">some bigger, global challenges</a>. For example, there are apps that use AI to help farmers identify issues with crops. And there are now systems that can examine citywide traffic information in real time to help people efficiently planning their driving routes.</p></div> </div> </div> <div class="article-image" data-analytics-module="{ "module_name": "Inline Images", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="article-image__is-caption "> <img alt="Climate.jpg" src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Climate.width-100.format-webp.webp " class="article-image--large" loading="lazy" data-loading="{ "mobile": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Climate.width-500.format-webp.webp", "desktop": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Climate.width-1000.format-webp.webp" }"> </div> <figcaption class="article-image__caption article-image__is-caption-image "><div class="rich-text"><p>C is for Climate</p></div></figcaption> </div> <div class="module--text module--text__article" data-analytics-module="{ "module_name": "Paragraph", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p><b>2. <a href="http://web.archive.org/web/20230928132706/https://atozofai.withgoogle.com/intl/en-US/climate/">AI is being used to help tackle the global climate crisis.聽</a></b></p><p>AI offers us the ability to process large volumes of data and uncover patterns鈥攁n invaluable aid when it comes to climate change. One common use case is AI-powered systems that help people regulate the amount of energy they use by turning off the heating and lights when they leave the house. AI is also helping to model glacier melt and predict rising sea levels so effective that action can be taken. Researchers are also considering the environmental impact of data centers and AI computing itself by exploring how to develop more energy efficient systems and infrastructures.</p></div> </div> </div> <div class="article-image" data-analytics-module="{ "module_name": "Inline Images", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="article-image__is-caption "> <img alt="Datasets.jpg" src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Datasets.width-100.format-webp.webp " class="article-image--large" loading="lazy" data-loading="{ "mobile": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Datasets.width-500.format-webp.webp", "desktop": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Datasets.width-1000.format-webp.webp" }"> </div> <figcaption class="article-image__caption article-image__is-caption-image "><div class="rich-text"><p></p><p>D is for Datasets</p></div></figcaption> </div> <div class="module--text module--text__article" data-analytics-module="{ "module_name": "Paragraph", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p><b>3. <a href="http://web.archive.org/web/20230928132706/https://atozofai.withgoogle.com/intl/en-US/datasets/">AI learns from examples in the real world</a>.</b></p><p>Just as a child learns through examples, the same is true of machine learning algorithms. And that鈥檚 what datasets are: large collections of examples, like weather data, photos or music, that we can use to train AI. Due to their scale and complexity (think of a dataset made up of extensive maps covering the whole of the known solar system), datasets can be very challenging to build and refine. For this reason, AI design teams often share datasets for the benefit of the wider scientific community, making it easier to collaborate and build on each other's research.</p></div> </div> </div> <div class="article-image" data-analytics-module="{ "module_name": "Inline Images", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="article-image__is-caption "> <img alt="Fakes.jpg" src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Fakes.width-100.format-webp.webp " class="article-image--large" loading="lazy" data-loading="{ "mobile": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Fakes.width-500.format-webp.webp", "desktop": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Fakes.width-1000.format-webp.webp" }"> </div> <figcaption class="article-image__caption article-image__is-caption-image "><div class="rich-text"><p>F is for Fakes</p></div></figcaption> </div> <div class="module--text module--text__article" data-analytics-module="{ "module_name": "Paragraph", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p><b>4. <a href="http://web.archive.org/web/20230928132706/https://atozofai.withgoogle.com/intl/en-US/fakes/">AI can help our efforts to spot deepfakes.</a></b></p><p>鈥淒eepfakes'' are AI-generated images, speech, music or videos that look real. They work by studying existing real-world imagery or audio, mapping them in detail, then manipulating them to create works of fiction that are disconcertingly true to life. However, there are often some telltale signs that distinguish them from reality; in a deepfake video, voices might sound a bit robotic, or characters may blink less or repeat their hand gestures. AI can help us spot these inconsistencies.</p></div> </div> </div> <div class="article-image" data-analytics-module="{ "module_name": "Inline Images", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="article-image__is-caption "> <img alt="You.jpg" src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/You.width-100.format-webp.webp " class="article-image--large" loading="lazy" data-loading="{ "mobile": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/You.width-500.format-webp.webp", "desktop": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/You.width-1000.format-webp.webp" }"> </div> <figcaption class="article-image__caption article-image__is-caption-image "><div class="rich-text"><p>Y is for You</p></div></figcaption> </div> <div class="module--text module--text__article" data-analytics-module="{ "module_name": "Paragraph", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p><b>5. <a href="http://web.archive.org/web/20230928132706/https://atozofai.withgoogle.com/intl/en-US/you/">It鈥檚 impossible to teach AI what it means to be human.聽</a></b></p><p>As smart as AI is (and will be), it won鈥檛 be able to understand everything that humans can. In fact, you could give an AI system all the data in the world and it still wouldn鈥檛 reflect, or understand, every human being on the planet. That鈥檚 because we鈥檙e complex, multidimensional characters that sit outside the data that machines use to make sense of things. AI systems are trained and guided by humans. And it鈥檚 up to each person to choose how they interact with AI systems and what information they feel comfortable sharing. You decide how much AI gets to learn about you.</p><p>For 22 more bite-sized definitions, visit <a href="http://web.archive.org/web/20230928132706/https://atozofai.withgoogle.com/">https://atozofai.withgoogle.com</a></p></div> </div> </div> <div class="uni-blog-article-tags article-tags" data-analytics-module="{ "module_name": "Article Tags", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <div class="uni-blog-article-tags__wrapper"> <span class="uni-blog-article-tags__label">POSTED IN:</span> <nav class="uni-blog-article-tags__container uni-click-tracker" data-analytics="{ "category": "landing page lead", "action": "article tag" }"> <ul class="uni-blog-article-tags__tags-list"> <li> <a class="uni-blog-article-tags-value uni-link-active" href="http://web.archive.org/web/20230928132706/https://blog.google/technology/ai/ " data-ga4-analytics-landing-lead="{ "event": "landing_page_lead", "link_text": "AI" }" data-analytics="{"label": "topics: AI"}"> AI </a> </li> <li> <a class="uni-blog-article-tags-value uni-link-active" href="http://web.archive.org/web/20230928132706/https://blog.google/topics/google-europe/ " data-ga4-analytics-landing-lead="{ "event": "landing_page_lead", "link_text": "AI" }" data-analytics="{"label": "topics: Google in Europe"}"> Google in Europe </a> </li> <li> <a class="uni-blog-article-tags-value uni-link-active" href="http://web.archive.org/web/20230928132706/https://blog.google/outreach-initiatives/education/ " data-ga4-analytics-landing-lead="{ "event": "landing_page_lead", "link_text": "AI" }" data-analytics="{"label": "topics: Education"}"> Education </a> </li> </ul> </nav> </div> </div> </div> </div> </section> </article> <div class="uni-related-articles-cards ga4-carousel" data-analytics-module="{ "module_name": "Article Footer Related Stories", "section_header": "Related stories" }"> <div class="uni-related-articles-cards-container" data-component="uni-related-articles"> <div class="uni-related-articles-grid-title"> <div class="uni-related-articles-grid-wrapper"> <h3 class="uni-related-articles-cards__title"> <div class="uni-related-articles-cards__title-content "> Related stories </div> </h3> </div> </div> <div class="uni-related-articles-cards__track"> <ul aria-role="menu" aria-label="Related articles" class="uni-related-articles-cards__wrap "> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="http://web.archive.org/web/20230928132706/https://blog.google/around-the-globe/google-europe/ai-opportunity-for-europe/" class="uni-related-articles-cards__link" data-index="1" data-target="card" data-primarytag="topics - google in europe" data-image="true" data-ga4-analytics-footer-lead-click="{ "link_text": "Now is the AI opportunity for Europe", "link_url": "https://blog.google/around-the-globe/google-europe/ai-opportunity-for-europe/", "source_content": "Related stories", "related_index": "1", "related_article_tag": "topics - google in europe", "article_name": "Now is the AI opportunity for Europe", "author_name": "Matt Brittin" }"> <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/Screenshot_2023-09-27_4.19.26_PM.png 600w"> <source media="(min-resolution: 1.5dppx)" sizes="752px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/Screenshot_2023-09-27_4.19.26_PM.png 752w"> <img src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/Screenshot_2023-09-27_4.19.26_PM.png" alt="Screenshot 2023-09-27 4.19.26 PM" sizes=" 600px, 752px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/Screenshot_2023-09-27_4.19.26_PM.png 600w, http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/Screenshot_2023-09-27_4.19.26_PM.png 752w" data-target="image" loading="lazy"> </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">Google in Europe</span> <h4 class="uni-related-articles-cards__headline" data-target="title">Now is the AI opportunity for Europe</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> Matt Brittin </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Sep 28, 2023</span> </div> <svg role="presentation" class="uni-related-articles-cards__item-arrow" data-target="arrow"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="http://web.archive.org/web/20230928132706/https://blog.google/outreach-initiatives/google-org/google-grants-robotics-ai-education/" class="uni-related-articles-cards__link" data-index="2" data-target="card" data-primarytag="topics - google.org" data-image="true" data-ga4-analytics-footer-lead-click="{ "link_text": "New Google.org grants to introduce 300,000 students to robotics and AI", "link_url": "https://blog.google/outreach-initiatives/google-org/google-grants-robotics-ai-education/", "source_content": "Related stories", "related_index": "2", "related_article_tag": "topics - google.org", "article_name": "New Google.org grants to introduce 300,000 students to robotics and AI", "author_name": "Justin Steele" }"> <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/_E5A5546_ag.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="1200px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/_E5A5546_ag.max-1200x416.format-webp.webp 1200w"> <img src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/_E5A5546_ag.max-1200x416.format-webp.webp" alt="_E5A5546_ag" sizes=" 600px, 1200px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/_E5A5546_ag.max-600x208.format-webp.webp 600w, http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/_E5A5546_ag.max-1200x416.format-webp.webp 1200w" data-target="image" loading="lazy"> </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">Google.org</span> <h4 class="uni-related-articles-cards__headline" data-target="title">New Google.org grants to introduce 300,000 students to robotics and AI</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> Justin Steele </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Sep 27, 2023</span> </div> <svg role="presentation" class="uni-related-articles-cards__item-arrow" data-target="arrow"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="http://web.archive.org/web/20230928132706/https://blog.google/technology/ai/google-ai-ml-timeline/" class="uni-related-articles-cards__link" data-index="3" data-target="card" data-primarytag="topics - ai" data-image="true" data-ga4-analytics-footer-lead-click="{ "link_text": "Our 10 biggest AI moments so far", "link_url": "https://blog.google/technology/ai/google-ai-ml-timeline/", "source_content": "Related stories", "related_index": "3", "related_article_tag": "topics - ai", "article_name": "Our 10 biggest AI moments so far", "author_name": "Rachel Hespell" }"> <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/25th_biggest_ai_moments_hero.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="1200px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/25th_biggest_ai_moments_hero.max-1200x416.format-webp.webp 1200w"> <img src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/25th_biggest_ai_moments_hero.max-1200x416.format-webp.webp" alt="25th biggest ai moments hero" sizes=" 600px, 1200px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/25th_biggest_ai_moments_hero.max-600x208.format-webp.webp 600w, http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/25th_biggest_ai_moments_hero.max-1200x416.format-webp.webp 1200w" data-target="image" loading="lazy"> </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">AI</span> <h4 class="uni-related-articles-cards__headline" data-target="title">Our 10 biggest AI moments so far</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> Rachel Hespell </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Sep 26, 2023</span> </div> <svg role="presentation" class="uni-related-articles-cards__item-arrow" data-target="arrow"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="http://web.archive.org/web/20230928132706/https://blog.google/around-the-globe/google-africa/3-ways-ai-can-help-africans-adapt-to-climate-change/" class="uni-related-articles-cards__link" data-index="4" data-target="card" data-primarytag="topics - google in africa" data-image="true" data-ga4-analytics-footer-lead-click="{ "link_text": "3 ways AI can help communities adapt to climate change in Africa", "link_url": "https://blog.google/around-the-globe/google-africa/3-ways-ai-can-help-africans-adapt-to-climate-change/", "source_content": "Related stories", "related_index": "4", "related_article_tag": "topics - google in africa", "article_name": "3 ways AI can help communities adapt to climate change in Africa", "author_name": "Yossi Matias" }"> <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Screenshot_2023-09-21_5.11.14_P.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="936px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Screenshot_2023-09-21_5.11.14_P.max-936x324.format-webp.webp 936w"> <img src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Screenshot_2023-09-21_5.11.14_P.max-936x324.format-webp.webp" alt="Screenshot 2023-09-21 5.11.14 PM" sizes=" 600px, 936px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Screenshot_2023-09-21_5.11.14_P.max-600x208.format-webp.webp 600w, http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Screenshot_2023-09-21_5.11.14_P.max-936x324.format-webp.webp 936w" data-target="image" loading="lazy"> </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">Google in Africa</span> <h4 class="uni-related-articles-cards__headline" data-target="title">3 ways AI can help communities adapt to climate change in Africa</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> Yossi Matias </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Sep 22, 2023</span> </div> <svg role="presentation" class="uni-related-articles-cards__item-arrow" data-target="arrow"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="http://web.archive.org/web/20230928132706/https://blog.google/technology/ai/how-ai-is-generating-change-in-newsrooms-worldwide/" class="uni-related-articles-cards__link" data-index="5" data-target="card" data-primarytag="topics - ai" data-image="true" data-ga4-analytics-footer-lead-click="{ "link_text": "How AI is generating change in newsrooms worldwide", "link_url": "https://blog.google/technology/ai/how-ai-is-generating-change-in-newsrooms-worldwide/", "source_content": "Related stories", "related_index": "5", "related_article_tag": "topics - ai", "article_name": "How AI is generating change in newsrooms worldwide", "author_name": "Charlie Beckett" }"> <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/JournalismAI_Report_Cover_lifes.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="1200px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/JournalismAI_Report_Cover_life.max-1200x416.format-webp.webp 1200w"> <img src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/JournalismAI_Report_Cover_life.max-1200x416.format-webp.webp" alt="JournalismAI Report Cover_lifestyle 2" sizes=" 600px, 1200px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/JournalismAI_Report_Cover_lifes.max-600x208.format-webp.webp 600w, http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/JournalismAI_Report_Cover_life.max-1200x416.format-webp.webp 1200w" data-target="image" loading="lazy"> </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">AI</span> <h4 class="uni-related-articles-cards__headline" data-target="title">How AI is generating change in newsrooms worldwide</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> Charlie Beckett </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Sep 20, 2023</span> </div> <svg role="presentation" class="uni-related-articles-cards__item-arrow" data-target="arrow"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item uni-related-articles-cards__item--img "> <a href="http://web.archive.org/web/20230928132706/https://blog.google/technology/ai/google-ai-data-un-global-goals/" class="uni-related-articles-cards__link" data-index="6" data-target="card" data-primarytag="topics - ai" data-image="true" data-ga4-analytics-footer-lead-click="{ "link_text": "Using data and AI to track progress toward the UN Global Goals", "link_url": "https://blog.google/technology/ai/google-ai-data-un-global-goals/", "source_content": "Related stories", "related_index": "6", "related_article_tag": "topics - ai", "article_name": "Using data and AI to track progress toward the UN Global Goals", "author_name": "James Manyika" }"> <div class="uni-related-articles-cards__item-top-info" data-target="card"> <div class="uni-related-articles-cards__img"> <figure class=""> <picture> <source media="(max-resolution: 1.5dppx)" sizes="600px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Keyword_Hero_GlobalPovertySDGPr.max-600x208.format-webp.webp 600w"> <source media="(min-resolution: 1.5dppx)" sizes="1200px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Keyword_Hero_GlobalPovertySDGP.max-1200x416.format-webp.webp 1200w"> <img src="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Keyword_Hero_GlobalPovertySDGP.max-1200x416.format-webp.webp" alt="Keyword_Hero_GlobalPovertySDGProgress_v2" sizes=" 600px, 1200px" srcset="http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Keyword_Hero_GlobalPovertySDGPr.max-600x208.format-webp.webp 600w, http://web.archive.org/web/20230928132706im_/https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Keyword_Hero_GlobalPovertySDGP.max-1200x416.format-webp.webp 1200w" data-target="image" loading="lazy"> </picture> </figure> </div> <span class="h-c-eyebrow uni-related-articles-cards__category" data-target="eyebrow">AI</span> <h4 class="uni-related-articles-cards__headline" data-target="title">Using data and AI to track progress toward the UN Global Goals</h4> </div> <div class="uni-related-articles-cards__info"> <div class="uni-related-articles-cards__author"> By <span class="uni-related-articles-cards__author--name" data-target="author"> James Manyika </span> </div> <span class="uni-related-articles-cards__date" data-target="date"> Sep 19, 2023</span> </div> <svg role="presentation" class="uni-related-articles-cards__item-arrow" data-target="arrow"> <use xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-arrow-forward-no-bg"></use> </svg> </a> </li> <li class="uni-related-articles-cards__item--placeholder">.</li> </ul> </div> <button class="uni-related-articles-cards__arrow uni-related-articles-cards__arrow--prev " aria-controls="Previous" aria-label="Previous" data-ga4-analytics-carousel-scroll-click="{ "toggle_type_direction": "arrow - left", "position": "" }"> <span class="uni-related-articles-cards__arrow--fig"></span> </button> <button class="uni-related-articles-cards__arrow uni-related-articles-cards__arrow--next " aria-controls="Next" aria-label="Next" data-ga4-analytics-carousel-scroll-click="{ "toggle_type_direction": "arrow - right", "position": "" }"> <span class="uni-related-articles-cards__arrow--fig"></span> </button> <fieldset class="uni-related-articles-cards__pagination ga4-bullets " aria-label="Pagination"> <label for="uni-related-articles-cards__pagination-dot-1" data-index="1" class="dot" data-ga4-analytics-carousel-scroll-click="{ "toggle_type_direction": "bullet", "position": "1" }"> <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-1"> </label> <label for="uni-related-articles-cards__pagination-dot-2" data-index="2" class="dot" data-ga4-analytics-carousel-scroll-click="{ "toggle_type_direction": "bullet", "position": "2" }"> <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-2"> </label> <label for="uni-related-articles-cards__pagination-dot-3" data-index="3" class="dot" data-ga4-analytics-carousel-scroll-click="{ "toggle_type_direction": "bullet", "position": "3" }"> <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-3"> </label> <label for="uni-related-articles-cards__pagination-dot-4" data-index="4" class="dot" data-ga4-analytics-carousel-scroll-click="{ "toggle_type_direction": "bullet", "position": "4" }"> <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-4"> </label> <label for="uni-related-articles-cards__pagination-dot-5" data-index="5" class="dot" data-ga4-analytics-carousel-scroll-click="{ "toggle_type_direction": "bullet", "position": "5" }"> <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-5"> </label> <label for="uni-related-articles-cards__pagination-dot-6" data-index="6" class="dot" data-ga4-analytics-carousel-scroll-click="{ "toggle_type_direction": "bullet", "position": "6" }"> <input type="radio" class="dot-label" name="uni-related-articles-cards__pagination" id="uni-related-articles-cards__pagination-dot-6"> </label> </fieldset> </div> </main> <div class="uni-newsletter-toast" data-component="uni-newsletter-toast" data-analytics-onvisble="{ "event": "page interaction", "category": "newsletter", "action": "toast", "label": "view" }"> <div class="h-c-page"> <div class="uni-newsletter-toast--container h-c-grid"> <div class="uni-newsletter-toast__info h-c-grid__col h-c-grid__col--12 h-c-grid__col-l--9 h-c-grid__col--align-middle"> <div class="uni-newsletter-toast__img"> <img src="/web/20230928132706im_/https://blog.google/static/blogv2/images/newsletter_toast.svg" alt=""> </div> <p class="uni-newsletter-toast__text">Let鈥檚 stay in touch. Get the latest news from Google in your inbox.</p> </div> <div class="uni-newsletter-toast__buttons h-c-grid__col h-c-grid__col--8 h-c-grid__col-l--3"> <a class="uni-newsletter-toast__cta uni-newsletter-toast__cta--sub" href="/web/20230928132706/https://blog.google/newsletter-subscribe/" data-analytics-onclick="{ "event": "page interaction", "category": "newsletter", "action": "toast", "label": "subscribe" }" tabindex="0" aria-label="Newsletter subscribe" data-content-type="blogv2 | article page">Subscribe</a> <button class="uni-newsletter-toast__cta uni-newsletter-toast__cta--no" data-analytics-onclick="{ "event": "page interaction", "category": "newsletter", "action": "toast", "label": "no thanks" }" tabindex="0" data-content-type="blogv2 | article page">No thanks</button> </div> </div> </div> </div> <footer class="h-c-footer h-c-footer--topmargin h-c-footer--standard h-has-social" id="footer-standard" data-component="uni-footer-component" data-analytics-module="{ "module_name": "footer", "section_header": "Five things you (maybe) didn\u0027t know about AI" }"> <section class="h-c-footer__upper"> <section class="h-c-social"> <div class="h-c-social__group"> <p class="h-c-social__title h-c-social__title--inline"> Follow Us </p> <ul class="h-c-social__list h-no-bullet"> <li class="h-c-social__item"> <a class="h-c-social__link uni-click-tracker" data-analytics="{ "category": "social", "action": "follow - footer", "label": "Instagram", "pagePath": "https://www.instagram.com/google/" }" aria-label="Instagram" href="http://web.archive.org/web/20230928132706/https://www.instagram.com/google/"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--social" viewbox="0 0 18 18"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-instagram"></use> </svg> </a> </li> <li class="h-c-social__item"> <a class="h-c-social__link uni-click-tracker" data-analytics="{ "category": "social", "action": "follow - footer", "label": "Twitter", "pagePath": "https://twitter.com/google" }" aria-label="Twitter" href="http://web.archive.org/web/20230928132706/https://twitter.com/google"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--social" viewbox="0 0 18 18"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-twitter"></use> </svg> </a> </li> <li class="h-c-social__item"> <a class="h-c-social__link uni-click-tracker" data-analytics="{ "category": "social", "action": "follow - footer", "label": "Youtube", "pagePath": "https://www.youtube.com/google" }" aria-label="YouTube" href="http://web.archive.org/web/20230928132706/https://www.youtube.com/google"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--social" viewbox="0 0 18 18"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-youtube"></use> </svg> </a> </li> <li class="h-c-social__item"> <a class="h-c-social__link uni-click-tracker" data-analytics="{ "category": "social", "action": "follow - footer", "label": "Facebook", "pagePath": "https://www.facebook.com/Google" }" aria-label="Facebook" href="http://web.archive.org/web/20230928132706/https://www.facebook.com/Google"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--social" viewbox="0 0 18 18"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-facebook"></use> </svg> </a> </li> <li class="h-c-social__item"> <a class="h-c-social__link uni-click-tracker" data-analytics="{ "category": "social", "action": "follow - footer", "label": "Linkedin", "pagePath": "https://www.linkedin.com/company/google" }" aria-label="LinkedIn" href="http://web.archive.org/web/20230928132706/https://www.linkedin.com/company/google"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--social" viewbox="0 0 18 18"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#social-linkedin"></use> </svg> </a> </li> </ul> </div> </section> </section> <section class="h-c-footer__global"> <div class="h-c-footer__logo"> <a class="uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://www.google.com/" title="Google" data-analytics="{ "category": "navigation", "action": "footer", "label": "logo", "pagePath": "https://www.google.com" }"> <svg aria-hidden="true" class="h-c-footer__logo-img" viewbox="0 0 396 130"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#google-logo"></use> </svg> </a> </div> <ul class="h-c-footer__global-links h-no-bullet"> <li class="h-c-footer__global-links-list-item"> <a class="h-c-footer__link uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://policies.google.com/privacy" data-analytics="{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "https://policies.google.com/privacy" }">Privacy </a> </li> <li class="h-c-footer__global-links-list-item"> <a class="h-c-footer__link uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://policies.google.com/terms" data-analytics="{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "https://policies.google.com/terms" }">Terms </a> </li> <li class="h-c-footer__global-links-list-item"> <a class="h-c-footer__link uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://about.google/" data-analytics="{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "https://about.google/" }">About Google </a> </li> <li class="h-c-footer__global-links-list-item"> <a class="h-c-footer__link uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://about.google/products/" data-analytics="{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "https://about.google/products/" }">Google Products </a> </li> <li class="h-c-footer__global-links-list-item"> <a class="h-c-footer__link uni-click-tracker" href="/web/20230928132706/https://blog.google/about" data-analytics="{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "/about" }">About the Keyword </a> </li> </ul> <ul class="h-c-footer__global-links h-c-footer__global-links--extra h-no-bullet"> <li class="h-c-footer__global-links-list-item h-c-footer__global-links-list-item--extra"> <a class="h-c-footer__link uni-click-tracker" href="http://web.archive.org/web/20230928132706/https://support.google.com/" data-analytics="{ "category": "navigation", "action": "footer", "label": "{name}", "pagePath": "https://support.google.com" }"> <svg aria-hidden="true" class="h-c-icon h-c-icon--24px h-c-icon--footer"> <use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="/web/20230928132706im_/https://blog.google/static/blogv2/images/icons.svg#mi-help"></use> </svg> Help </a> </li> <li class="h-c-footer__global-links-list-item h-c-footer__global-links-list-item--extra uni-footer-language"> <div class="uni-picker" data-component="uni-lang-picker"> <select name="language" class="uni-picker__order-menu" aria-label="Select a language"> <option label="Deutsch" value="/intl/de-de/" class="uni-picker__item"> Deutsch </option> <option label="English" value="/" class="uni-picker__item" selected="selected"> English </option> <option label="English (Africa)" value="/intl/en-africa/" class="uni-picker__item"> English (Africa) </option> <option label="English (Australia)" value="/intl/en-au/" class="uni-picker__item"> English (Australia) </option> <option label="English (Canada)" value="/intl/en-ca/" class="uni-picker__item"> English (Canada) </option> <option label="English (India)" value="/intl/en-in/" class="uni-picker__item"> English (India) </option> <option label="English (MENA)" value="/intl/en-mena/" class="uni-picker__item"> English (MENA) </option> <option label="Espa帽ol (Latinoam茅rica)" value="/intl/es-419/" class="uni-picker__item"> Espa帽ol (Latinoam茅rica) </option> <option label="Fran莽ais (Canada)" value="/intl/fr-ca/" class="uni-picker__item"> Fran莽ais (Canada) </option> <option label="Fran莽ais (France)" value="/intl/fr-fr/" class="uni-picker__item"> Fran莽ais (France) </option> <option label="Italiano" value="/intl/it-it/" class="uni-picker__item"> Italiano </option> <option label="Portugu锚s (Brasil)" value="/intl/pt-br/" class="uni-picker__item"> Portugu锚s (Brasil) </option> <option label="丕賱賱睾丞 丕賱毓乇亘賷丞 (MENA)" value="/intl/ar-mena/" class="uni-picker__item"> 丕賱賱睾丞 丕賱毓乇亘賷丞 (MENA) </option> </select> </div> </li> </ul> </section> </footer> <div id="base-scripts" data-scripts="[ { "url": "/static/blogv2/js/csp/reloadCachedPage.js?version=pr20230921-0037", "options": { "async": false, "defer": false } }, { "url": "/static/blogv2/js/csp/gtm.js", "options": { "async": false, "defer": false } }, { "url": "/static/angularjs/1.6.4/angular.min.js", "options": { "async": false, "defer": false } }, { "url": "/static/angularjs/1.6.4/angular-animate.min.js", "options": { "async": false, "defer": false } }, { "url": "/static/angularjs/1.6.4/angular-touch.min.js", "options": { "async": false, "defer": false } }, { "url": "/static/blogv2/js/blogv2.js?version=pr20230921-0037", "options": { "async": false, "defer": false } }, { "url": "/static/blogv2/js/soy-templates.js?version=pr20230921-0037", "options": { "async": false, "defer": false } }, { "url": "/static/blogv2/js/glue-app.min.js?version=pr20230921-0037", "options": { "async": false, "defer": false } }, { "url": "/static/blogv2/js/vendors.js", "options": { "async": false, "defer": false } }, { "url": "/static/keyword/js/all/index.js?version=pr20230921-0037", "options": { "async": false, "defer": false } } ]"></div> <div id="extra-scripts" data-scripts=""> </div> <script> var base_scripts = document.querySelector("#base-scripts").getAttribute('data-scripts'); base_scripts = JSON.parse(base_scripts); var extra_scripts = document.querySelector("#extra-scripts").getAttribute('data-scripts'); if (extra_scripts) { extra_scripts = JSON.parse(extra_scripts); } else { extra_scripts = []; } var scripts = base_scripts.concat(extra_scripts); scripts.forEach(function(scriptObj) { var s = document.createElement('script'); s.async = scriptObj.options.async; s.defer = scriptObj.options.defer; s.src = scriptObj.url; document.head.appendChild(s); }); </script> <script async data-autoload-cookie-consent-bar="true" src="http://web.archive.org/web/20230928132706js_/https://www.gstatic.com/brandstudio/kato/cookie_choice_component/cookie_consent_bar.v3.js"> </script> <!--[if gt IE 9]><!--> <!--<script async type="text/javascript" src="/static/blogv2/js/vendors.js"></script>--> <!--<![endif]--> </body> </html> <!-- FILE ARCHIVED ON 13:27:06 Sep 28, 2023 AND RETRIEVED FROM THE INTERNET ARCHIVE ON 02:38:03 Dec 04, 2024. JAVASCRIPT APPENDED BY WAYBACK MACHINE, COPYRIGHT INTERNET ARCHIVE. ALL OTHER CONTENT MAY ALSO BE PROTECTED BY COPYRIGHT (17 U.S.C. SECTION 108(a)(3)). --> <!-- playback timings (ms): captures_list: 0.597 exclusion.robots: 0.025 exclusion.robots.policy: 0.017 esindex: 0.01 cdx.remote: 10.409 LoadShardBlock: 390.611 (3) PetaboxLoader3.datanode: 244.881 (4) PetaboxLoader3.resolve: 316.373 (3) load_resource: 271.709 -->