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<header class="page-header"> <h1 class="page-title">Artificial Intelligence and Machine Learning</h1> </header> <section class="archive-featured-post"> <section class="post-list post-list--archive-featured-post" data-layout="single" data-component="postList" > <div class=""> <div class="post-list__content"><div class="post-list__item"> <article id="post-752960" class="post-list__post post-752960 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-computing-profession section-opinion"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/opinion/">Opinion</a> <span class="post-list__post-timestamp"><span class="posted-on"> Mar 6 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/how-generative-ai-fits-into-knowledge-work/">How Generative AI Fits into Knowledge Work</a> </p> <div class="post-list__post-excerpt"> Seeking to influence how generative artificial intelligence affects various professions. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/mari-sako/" title="Posts by Mari Sako" class="author url fn" rel="author">Mari Sako</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/how-generative-ai-fits-into-knowledge-work/" aria-label="How Generative AI Fits into Knowledge Work" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/03/030624.OP_.How-Generative-AI.jpg" class="attachment-full size-full" alt="globe 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data-component="ad" data-platform="mobile" data-show-ad="false"> <div class="cacm-ad-unit"> <p class="ad-label">Advertisement</p> <div class="ad-unit" data-pipeline-id="684700" data-dimension-id="599027"></div> <noscript><a href="https://acm.nui.media/pipeline/684700/0/cc?z=acm"><img src="https://acm.nui.media/pipeline/684700/0/vc?z=acm&dim=599027&kw=&click=&abr=$imginiframe" alt="" ></a></noscript> </div> </div> <section class="post-list post-list--list-archive the-latest" data-layout="list-twenty-four" data-component="postList" > <div class=""> <div class="post-list__content"><div class="post-list__item"> <article id="post-752446" class="post-list__post post-752446 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-security-and-privacy section-research"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a 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https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/03/030624.RE_.Detecting-LLM-Generated.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/03/030624.RE_.Detecting-LLM-Generated.jpg?resize=1536,864 1536w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-752364" class="post-list__post post-752364 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-data-and-information section-blogcacm"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/blogcacm/">BLOG@CACM</a> <span class="post-list__post-timestamp"><span class="posted-on"> Mar 4 2024</span></span> </div> <p class="post-list__post-heading"> <a 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class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/news/a-healthy-dose-of-ai/" aria-label="A Healthy Dose of AI" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/022924_shutterstock_medical-AI-2.jpg" class="attachment-full size-full" alt="The boundaries of algorithmic medicine continue to expand." decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/022924_shutterstock_medical-AI-2.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/022924_shutterstock_medical-AI-2.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/022924_shutterstock_medical-AI-2.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/022924_shutterstock_medical-AI-2.jpg?resize=1024,576 1024w, 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Denning" class="author url fn" rel="author">Peter J. Denning</a> and B. Scot Rousse </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/can-machines-be-in-language/" aria-label="Can Machines Be in Language?" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Can-Machines-Be-InA.jpg" class="attachment-full size-full" alt="sound wave visualization and giant digital face, illustration" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Can-Machines-Be-InA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Can-Machines-Be-InA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Can-Machines-Be-InA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Can-Machines-Be-InA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Can-Machines-Be-InA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Can-Machines-Be-InA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-750919" class="post-list__post post-750919 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-computing-profession issue-march-2024 section-opinion"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/opinion/">Opinion</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 21 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/u-s-copyright-offices-questions-about-generative-ai/">U.S. Copyright Office鈥檚 Questions about Generative AI</a> </p> <div class="post-list__post-excerpt"> Generating more questions than answers. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/pamela-samuelson/" title="Posts by Pamela Samuelson" class="author url fn" rel="author">Pamela Samuelson</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/u-s-copyright-offices-questions-about-generative-ai/" aria-label="U.S. Copyright Office鈥檚 Questions about Generative AI" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.US-Copyright-OfficesA.jpg" class="attachment-full size-full" alt="copyright symbols being fed into a hand grinder, illustration" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.US-Copyright-OfficesA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.US-Copyright-OfficesA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.US-Copyright-OfficesA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.US-Copyright-OfficesA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.US-Copyright-OfficesA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.US-Copyright-OfficesA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-751188" class="post-list__post has-featured-video post-751188 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-society issue-march-2024 section-opinion content-type-has-video content-type-video-archive"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/opinion/">Opinion</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 21 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/innovation-is-overrated-a-provocation/">Innovation Is Overrated: A Provocation</a> </p> <div class="post-list__post-excerpt"> Digital innovation is not working in the interest of the whole of society. It is time to radically rethink its purpose without sacrificing the benefits it entails. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/filippo-gualtiero-blancato/" title="Posts by Filippo Gualtiero Blancato" class="author url fn" rel="author">Filippo Gualtiero Blancato</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/innovation-is-overrated-a-provocation/" aria-label="Innovation Is Overrated: A Provocation" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Innovation-Is-OverratedA.jpg" class="attachment-full size-full" alt="people moving through a bustling street, illustration" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Innovation-Is-OverratedA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Innovation-Is-OverratedA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Innovation-Is-OverratedA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Innovation-Is-OverratedA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Innovation-Is-OverratedA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Innovation-Is-OverratedA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-751224" class="post-list__post post-751224 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-education issue-march-2024 section-opinion"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/opinion/">Opinion</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 21 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/pondering-the-ugly-underbelly-and-whether-images-are-real/">Pondering the Ugly Underbelly, and Whether Images are Real</a> </p> <div class="post-list__post-excerpt"> Robin K. 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300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-750909" class="post-list__post post-750909 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-society issue-march-2024 section-news"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a 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src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Shutter.Service-RobotsA.jpg" class="attachment-full size-full" alt="waiter robot on duty in Rapallo, Italy" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Shutter.Service-RobotsA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Shutter.Service-RobotsA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Shutter.Service-RobotsA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Shutter.Service-RobotsA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Shutter.Service-RobotsA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Shutter.Service-RobotsA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-751013" class="post-list__post post-751013 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-society issue-march-2024 section-opinion"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/opinion/">Opinion</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 16 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/generative-ai-degrades-online-communities/">Generative AI Degrades Online Communities</a> </p> <div class="post-list__post-excerpt"> How large language models are influencing online communities. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/gordon-burtch/" title="Posts by Gordon Burtch" class="author url fn" rel="author">Gordon Burtch</a>, <a href="https://cacm-acm-org-preprod.go-vip.net/author/dokyun-lee/" title="Posts by Dokyun Lee" class="author url fn" rel="author">Dokyun Lee</a>, and <a href="https://cacm-acm-org-preprod.go-vip.net/author/zhichen-chen/" title="Posts by Zhichen Chen" class="author url fn" rel="author">Zhichen Chen</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/generative-ai-degrades-online-communities/" aria-label="Generative AI Degrades Online Communities" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Generative-AI-DegradesA.jpg" class="attachment-full size-full" alt="automated face asks a question; individuals query a different automated face, illustration" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Generative-AI-DegradesA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Generative-AI-DegradesA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Generative-AI-DegradesA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Generative-AI-DegradesA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Generative-AI-DegradesA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.OP_.Generative-AI-DegradesA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-751004" class="post-list__post post-751004 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-data-and-information issue-march-2024 section-practice"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/practice/">Practice</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 15 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/practice/improving-testing-of-deep-learning-systems/">Improving Testing of Deep-Learning Systems</a> </p> <div class="post-list__post-excerpt"> A combination of differential and mutation testing results in better test data. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/harsh-deokuliar/" title="Posts 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Srinivasan</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/practice/improving-testing-of-deep-learning-systems/" aria-label="Improving Testing of Deep-Learning Systems" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Practice.Improving-TestingA.jpg" class="attachment-full size-full" alt="colorful paisley design, illustration" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Practice.Improving-TestingA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Practice.Improving-TestingA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Practice.Improving-TestingA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Practice.Improving-TestingA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Practice.Improving-TestingA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021624.Practice.Improving-TestingA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-751371" class="post-list__post post-751371 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-security-and-privacy category-society section-news"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/news/">News</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 15 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/news/the-campaign-against-deepfakes/">The Campaign Against Deepfakes</a> </p> <div class="post-list__post-excerpt"> Digital deceit is on the rise and needs to be addressed. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/samuel-greengard/" title="Posts by Samuel Greengard" class="author url fn" rel="author">Samuel Greengard</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/news/the-campaign-against-deepfakes/" aria-label="The Campaign Against Deepfakes" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021524_shutterstock_DeepfakeB.jpg" class="attachment-full size-full" alt="" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021524_shutterstock_DeepfakeB.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021524_shutterstock_DeepfakeB.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021524_shutterstock_DeepfakeB.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021524_shutterstock_DeepfakeB.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021524_shutterstock_DeepfakeB.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021524_shutterstock_DeepfakeB.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-751299" class="post-list__post post-751299 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-systems-and-networking issue-february-2024 section-research"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/research/">Research and Advances</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 14 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/research/taming-algorithmic-priority-inversion-in-mission-critical-perception-pipelines/">Taming Algorithmic Priority Inversion in Mission-Critical Perception Pipelines</a> </p> <div class="post-list__post-excerpt"> This paper discusses algorithmic priority inversion in mission-critical machine inference pipelines used in modern neural-network-based perception subsystems and describes a solution to mitigate its effect. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <div class="author-dropdown meta-dropdown" data-component="metaDropdown"><button class="author-dropdown__button meta-dropdown__button">Shengzhong Liu, Shuochao Yao, Xinzhe Fu, Rohan Tabish, and 5 more authors<span class="icon"><svg aria-hidden="true" focusable="false" width="13" height="13"><use href="#am-symbol-icon-chevron-down"></use></svg></span></button><ul class="author-dropdown__list meta-dropdown__list"><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/shengzhong-liu/" title="Posts by Shengzhong Liu" class="author url fn" rel="author">Shengzhong Liu</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/shuochao-yao/" title="Posts by Shuochao Yao" class="author url fn" rel="author">Shuochao Yao</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/xinzhe-fu/" title="Posts by Xinzhe Fu" class="author url fn" rel="author">Xinzhe Fu</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/rohan-tabish/" title="Posts by Rohan Tabish" class="author url fn" rel="author">Rohan Tabish</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/simon-yu/" title="Posts by Simon Yu" class="author url fn" rel="author">Simon Yu</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/ayoosh-bansal/" title="Posts by Ayoosh Bansal" class="author url fn" rel="author">Ayoosh Bansal</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/heechul-yun/" title="Posts by Heechul Yun" class="author url fn" rel="author">Heechul Yun</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/lui-sha/" title="Posts by Lui Sha" class="author url fn" rel="author">Lui Sha</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/tarek-abdelzaher/" title="Posts by Tarek Abdelzaher" class="author url fn" rel="author">Tarek Abdelzaher</a></li></ul></div> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/research/taming-algorithmic-priority-inversion-in-mission-critical-perception-pipelines/" aria-label="Taming Algorithmic Priority Inversion in Mission-Critical Perception Pipelines" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Shutter.RH-Taming-AlgorithmicA.jpg" class="attachment-full size-full" alt="steel framework" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Shutter.RH-Taming-AlgorithmicA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Shutter.RH-Taming-AlgorithmicA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Shutter.RH-Taming-AlgorithmicA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Shutter.RH-Taming-AlgorithmicA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Shutter.RH-Taming-AlgorithmicA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Shutter.RH-Taming-AlgorithmicA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-563954" class="post-list__post post-563954 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-systems-and-networking issue-february-2024 section-research"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/research/">Research and Advances</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 14 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/research/technical-perspective-bridging-ai-with-real-time-systems/">Technical Perspective: Bridging AI with Real-Time Systems</a> </p> <div class="post-list__post-excerpt"> "Taming Algorithmic Priority Inversion in Mission-Critical Perception Pipelines," by Shengzhong Liu et al., proposes a new methodology for overcoming the limitations of current AI frameworks to enable the use of deep neural networks in mission-critical systems. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/giorgio-buttazzo/" title="Posts by Giorgio Buttazzo" class="author url fn" rel="author">Giorgio Buttazzo</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/research/technical-perspective-bridging-ai-with-real-time-systems/" aria-label="Technical Perspective: Bridging AI with Real-Time Systems" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Getty_.TP-Bridging-AIA.jpg" class="attachment-full size-full" alt="numbered elevator buttons" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Getty_.TP-Bridging-AIA.jpg 1735w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Getty_.TP-Bridging-AIA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Getty_.TP-Bridging-AIA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Getty_.TP-Bridging-AIA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011224.Getty_.TP-Bridging-AIA.jpg?resize=1536,864 1536w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-751113" class="post-list__post has-featured-video post-751113 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-society issue-february-2024 section-opinion content-type-has-video content-type-video-archive"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/opinion/">Opinion</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 13 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/gaining-benefit-from-artificial-intelligence-and-data-science/">Gaining Benefit from Artificial Intelligence and Data Science</a> </p> <div class="post-list__post-excerpt"> Why ethics is not enough. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/alfred-z-spector/" title="Posts by Alfred Z. 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Spector</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/gaining-benefit-from-artificial-intelligence-and-data-science/" aria-label="Gaining Benefit from Artificial Intelligence and Data Science" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.AZSpector.Gaining-BenefitA.jpg" class="attachment-full size-full" alt="modern and ancient icons to the left and right of a column, illustration" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.AZSpector.Gaining-BenefitA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.AZSpector.Gaining-BenefitA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.AZSpector.Gaining-BenefitA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.AZSpector.Gaining-BenefitA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.AZSpector.Gaining-BenefitA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.AZSpector.Gaining-BenefitA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-751246" class="post-list__post post-751246 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence-machine-learning section-news"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/news/">News</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 13 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/news/how-to-find-a-needle-in-a-haystack/">How to Find a Needle in a Haystack聽</a> </p> <div class="post-list__post-excerpt"> AI pattern recognition algorithms speed up the search. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/r-colin-johnson/" title="Posts by R. Colin Johnson" class="author url fn" rel="author">R. Colin Johnson</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/news/how-to-find-a-needle-in-a-haystack/" aria-label="How to Find a Needle in a Haystack聽" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021324_Shutterstock_needle2_03f1fb.jpg" class="attachment-full size-full" alt="" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021324_Shutterstock_needle2_03f1fb.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021324_Shutterstock_needle2_03f1fb.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021324_Shutterstock_needle2_03f1fb.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021324_Shutterstock_needle2_03f1fb.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021324_Shutterstock_needle2_03f1fb.jpg?resize=1536,863 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/021324_Shutterstock_needle2_03f1fb.jpg?resize=2048,1151 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-751118" class="post-list__post post-751118 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-hci issue-february-2024 section-research"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/research/">Research and Advances</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 12 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/research/anthropomorphism-and-human-robot-interaction/">Anthropomorphism and Human-Robot Interaction</a> </p> <div class="post-list__post-excerpt"> Humans are more likely to interact with robots if the robots look human. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/rae-yule-kim/" title="Posts by Rae Yule Kim" class="author url fn" rel="author">Rae Yule Kim</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/research/anthropomorphism-and-human-robot-interaction/" aria-label="Anthropomorphism and Human-Robot Interaction" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.AnthropomorphismA.jpg" class="attachment-full size-full" alt="humanoid robot leans forward and peers at the viewer" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.AnthropomorphismA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.AnthropomorphismA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.AnthropomorphismA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.AnthropomorphismA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.AnthropomorphismA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.AnthropomorphismA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-751115" class="post-list__post post-751115 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-hci category-society issue-february-2024 section-research"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/research/">Research and Advances</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 12 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/research/talking-about-large-language-models/">Talking about Large Language Models</a> </p> <div class="post-list__post-excerpt"> It is a serious mistake to apply to AI systems the same intuitions that we deploy in our dealings with each other. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/murray-shanahan/" title="Posts by Murray Shanahan" class="author url fn" rel="author">Murray Shanahan</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/research/talking-about-large-language-models/" aria-label="Talking about Large Language Models" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.Talking-About-LLMsA.jpg" class="attachment-full size-full" alt="two figures push to close the side of a giant robotic head, illustration" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.Talking-About-LLMsA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.Talking-About-LLMsA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.Talking-About-LLMsA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.Talking-About-LLMsA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.Talking-About-LLMsA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/011924.Research.Talking-About-LLMsA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-750979" class="post-list__post post-750979 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence-machine-learning section-news"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/news/">News</a> <span class="post-list__post-timestamp"><span class="posted-on"> Feb 6 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/news/if-we-could-talk-to-the-animals/">If We Could Talk to the Animals</a> </p> <div class="post-list__post-excerpt"> Can artificial intelligence overcome the communication barriers between species? </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/samuel-greengard/" title="Posts by Samuel Greengard" class="author url fn" rel="author">Samuel Greengard</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/news/if-we-could-talk-to-the-animals/" aria-label="If We Could Talk to the Animals" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/020824_Phillip-Lay-Observer-Design-Alamy-Getty_animalsA.jpg" class="attachment-full size-full" alt="" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/020824_Phillip-Lay-Observer-Design-Alamy-Getty_animalsA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/020824_Phillip-Lay-Observer-Design-Alamy-Getty_animalsA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/020824_Phillip-Lay-Observer-Design-Alamy-Getty_animalsA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/020824_Phillip-Lay-Observer-Design-Alamy-Getty_animalsA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/020824_Phillip-Lay-Observer-Design-Alamy-Getty_animalsA.jpg?resize=1536,865 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/02/020824_Phillip-Lay-Observer-Design-Alamy-Getty_animalsA.jpg?resize=2048,1153 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-750709" class="post-list__post post-750709 post type-post status-publish format-standard has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-security-and-privacy section-blogcacm"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/blogcacm/">BLOG@CACM</a> <span class="post-list__post-timestamp"><span class="posted-on"> Jan 26 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/blogcacm/unlocking-the-potential-of-zero-knowledge-proofs-in-blockchain/">Unlocking the Potential of Zero-Knowledge Proofs in Blockchain</a> </p> <div class="post-list__post-excerpt"> The intricate world of zero-knowledge proofs and their role within the blockchain. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/alex-williams/" title="Posts by Alex Williams" class="author url fn" rel="author">Alex Williams</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/blogcacm/unlocking-the-potential-of-zero-knowledge-proofs-in-blockchain/" aria-label="Unlocking the Potential of Zero-Knowledge Proofs in Blockchain" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg" class="attachment-full size-full" alt="BLOG@CACM logo, 2400x1350, black border" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/021524.BLOG-CACM.blck_.2400x1350.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-750773" class="post-list__post post-750773 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-software-engineering-and-programming-languages issue-february-2024 section-opinion"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/opinion/">Opinion</a> <span class="post-list__post-timestamp"><span class="posted-on"> Jan 26 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/how-the-ai-boom-went-bust/">How the AI Boom Went Bust</a> </p> <div class="post-list__post-excerpt"> Fallout from an exploding bubble of hype triggered the real AI Winter in the late 1980s. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/thomas-haigh/" title="Posts by Thomas Haigh" class="author url fn" rel="author">Thomas Haigh</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/opinion/how-the-ai-boom-went-bust/" aria-label="How the AI Boom Went Bust" aria-hidden="true" tabindex="-1"> <div class="image-wrapper image-wrapper--widescreen"><img width="1024" height="576" src="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/011924.Opinion.How-the-AI-BoomA.jpg" class="attachment-full size-full" alt="pieces explode from a geodesic sphere, illustration" decoding="async" loading="lazy" srcset="https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/011924.Opinion.How-the-AI-BoomA.jpg 2400w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/011924.Opinion.How-the-AI-BoomA.jpg?resize=300,169 300w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/011924.Opinion.How-the-AI-BoomA.jpg?resize=768,432 768w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/011924.Opinion.How-the-AI-BoomA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/011924.Opinion.How-the-AI-BoomA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/011924.Opinion.How-the-AI-BoomA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-750735" class="post-list__post post-750735 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-computing-applications issue-february-2024 section-research content-type-has-video"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/research/">Research and Advances</a> <span class="post-list__post-timestamp"><span class="posted-on"> Jan 26 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/research/energy-and-emissions-of-machine-learning-on-smartphones-vs-the-cloud/">Energy and Emissions of Machine Learning on Smartphones vs. the Cloud</a> </p> <div class="post-list__post-excerpt"> An extensive study from Google finds machine-learning training in the cloud can significantly reduce carbon footprints. </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <div class="author-dropdown meta-dropdown" data-component="metaDropdown"><button class="author-dropdown__button meta-dropdown__button">David Patterson, Jeffrey M. Gilbert, Marco Gruteser, Efren Robles, and 3 more authors<span class="icon"><svg aria-hidden="true" focusable="false" width="13" height="13"><use href="#am-symbol-icon-chevron-down"></use></svg></span></button><ul class="author-dropdown__list meta-dropdown__list"><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/david-patterson/" title="Posts by David Patterson" class="author url fn" rel="author">David Patterson</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/jeffrey-m-gilbert/" title="Posts by Jeffrey M. Gilbert" class="author url fn" rel="author">Jeffrey M. Gilbert</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/marco-gruteser/" title="Posts by Marco Gruteser" class="author url fn" rel="author">Marco Gruteser</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/efren-robles/" title="Posts by Efren Robles" class="author url fn" rel="author">Efren Robles</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/krishna-sekar/" title="Posts by Krishna Sekar" class="author url fn" rel="author">Krishna Sekar</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/yong-wei/" title="Posts by Yong Wei" class="author url fn" rel="author">Yong Wei</a></li><li><a href="https://cacm-acm-org-preprod.go-vip.net/author/tenghui-zhu/" title="Posts by Tenghui Zhu" class="author url fn" rel="author">Tenghui Zhu</a></li></ul></div> </div> </div> </div> <figure class="post-list__post-figure"> <a 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https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/011924.Research.Energy-and-EmissionsA.jpg?resize=1024,576 1024w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/011924.Research.Energy-and-EmissionsA.jpg?resize=1536,864 1536w, https://cacm-acm-org-preprod.go-vip.net/wp-content/uploads/2024/01/011924.Research.Energy-and-EmissionsA.jpg?resize=2048,1152 2048w" sizes="auto, (max-width: 1024px) 100vw, 1024px" /></div> </a> </figure> </div> </article> </div> <div class="post-list__item"> <article id="post-750626" class="post-list__post post-750626 digital-library type-digital-library status-publish has-post-thumbnail hentry category-artificial-intelligence-machine-learning category-computing-profession category-education issue-february-2024 section-news content-type-has-video"> <div class="post-list__post-content"> <div class="post-list__post-text"> <div class="post-list__post-eyebrow"> <a href="https://cacm-acm-org-preprod.go-vip.net/section/news/">News</a> <span class="post-list__post-timestamp"><span class="posted-on"> Jan 25 2024</span></span> </div> <p class="post-list__post-heading"> <a href="https://cacm-acm-org-preprod.go-vip.net/news/teaching-transformed/">Teaching Transformed</a> </p> <div class="post-list__post-excerpt"> The apparent ability of LLMs to write functioning source code has simultaneously caused celebration over the potential for massive increases in programmer productivity and consternation among teachers.聽 </div> <div class="post-list__post-meta-group"> <div class="post-list__post-byline"> <a href="https://cacm-acm-org-preprod.go-vip.net/author/chris-edwards/" title="Posts by Chris Edwards" class="author url fn" rel="author">Chris Edwards</a> </div> </div> </div> <figure class="post-list__post-figure"> <a href="https://cacm-acm-org-preprod.go-vip.net/news/teaching-transformed/" aria-label="Teaching Transformed" aria-hidden="true" tabindex="-1"> 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