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data-src="/sites/default/files/styles/term_page__news_article/public/images/202411/mit-visiting-artist-Jordan-Rudess.jpg?itok=TytYEgEQ" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/model-virtuosity-jordan-rudess-jam-bot-1119"><span itemprop="name headline">A model of virtuosity</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>Acclaimed keyboardist Jordan Rudess’s collaboration with the MIT Media Lab culminates in live improvisation between an AI “jam_bot” and the artist.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-19T20:30:00Z">November 19, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/model-virtuosity-jordan-rudess-jam-bot-1119" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/can-robots-learn-machine-dreams-1119" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Alan Yu, Phillip Isola, and Ge Yang squat behind a small silver quadruped robot" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202411/mit-csail-LucidSim.jpg?itok=CHFAuvm9" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/can-robots-learn-machine-dreams-1119"><span itemprop="name headline">Can robots learn from machine dreams?</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>MIT CSAIL researchers used AI-generated images to train a robot dog in parkour, without real-world data. Their LucidSim system demonstrates generative AI's potential for creating robotics training data.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-19T19:50:00Z">November 19, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/can-robots-learn-machine-dreams-1119" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/3-questions-inverting-problem-design-1112" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="A 3D figure comprised of black planar bars, connected by joints, traces out the letters M, I, T, highlighted in orange" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202411/mit-linkages-00.png?itok=QtiE9lGJ" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/3-questions-inverting-problem-design-1112"><span itemprop="name headline">3 Questions: Inverting the problem of design</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>MIT and IBM researchers are creating linkage mechanisms to innovate human-AI kinematic engineering.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-12T16:45:00Z">November 12, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/3-questions-inverting-problem-design-1112" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/portable-light-system-can-digitize-everyday-objects-1106" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Yunyi Zhu adjusts wires at her lab bench. Six insets show three objects before and after being reprogrammed: headphones, a shirt, and another shirt and arm cast.." class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202410/mit-csail-portachrome.png?itok=1URqHTrC" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/portable-light-system-can-digitize-everyday-objects-1106"><span itemprop="name headline">A portable light system that can digitize everyday objects</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>A new design tool uses UV and RGB lights to change the color and textures of everyday objects. The system could enable surfaces to display dynamic patterns, such as health data and fashion designs.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-06T14:00:00Z">November 6, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/portable-light-system-can-digitize-everyday-objects-1106" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/generative-ai-lacks-coherent-world-understanding-1105" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Three panels showing mapping, gaming, and logic games" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202411/MIT_World-Model-01.jpg?itok=HxnJmdoV" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/generative-ai-lacks-coherent-world-understanding-1105"><span itemprop="name headline">Despite its impressive output, generative AI doesn’t have a coherent understanding of the world</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>Researchers show that even the best-performing large language models don’t form a true model of the world and its rules, and can thus fail unexpectedly on similar tasks. </span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-05T05:00:00Z">November 5, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/generative-ai-lacks-coherent-world-understanding-1105" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/interactive-mouthpiece-mouthio-1028" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Two by two grid showing MouthIO at different stages: 3D model of the electronic dental brace, clear physical brace, a user smiling while wearing it, and a user wearing the brace connected to a tablet" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202410/MouthIO.png?itok=_OuEN5Ej" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/interactive-mouthpiece-mouthio-1028"><span itemprop="name headline">Interactive mouthpiece advances opportunities for health data, assistive technology, and hands-free interactions</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>“MouthIO” is an in-mouth device that users can digitally design and 3D print with integrated sensors and actuators to capture health data and interact with a computer or phone.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-10-28T04:00:00Z">October 28, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/interactive-mouthpiece-mouthio-1028" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/making-it-easier-verify-ai-models-responses-1021" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="The nodes of a large language model burst out from a spreadsheet" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202410/MIT-LLM-Symgen-01-press.jpg?itok=6SasHfb0" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/making-it-easier-verify-ai-models-responses-1021"><span itemprop="name headline">Making it easier to verify an AI model’s responses</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>By allowing users to clearly see data referenced by a large language model, this tool speeds manual validation to help users spot AI errors.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-10-21T15:40:00Z">October 21, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/making-it-easier-verify-ai-models-responses-1021" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/ai-simulation-gives-people-glimpse-potential-future-self-1001" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Interface of Future You showing a young woman, and an older version of the young woman" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202409/MIT_Future-You-01-PRESS.jpg?itok=pJskYPlm" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/ai-simulation-gives-people-glimpse-potential-future-self-1001"><span itemprop="name headline">AI simulation gives people a glimpse of their potential future self</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>By enabling users to chat with an older version of themselves, Future You is aimed at reducing anxiety and guiding young people to make better choices. </span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-10-01T04:00:00Z">October 1, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/ai-simulation-gives-people-glimpse-potential-future-self-1001" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/new-mit-music-technology-computation-graduate-program-0927" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Anna Huang and Eran Egozy pose under a curved overhang" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202409/mit-music-tech-00.jpg?itok=2PfizyTi" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/new-mit-music-technology-computation-graduate-program-0927"><span itemprop="name headline">MIT launches new Music Technology and Computation Graduate Program</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>The program will invite students to investigate new vistas at the intersection of music, computing, and technology.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-09-27T15:55:00Z">September 27, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/new-mit-music-technology-computation-graduate-program-0927" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/3-questions-should-we-label-ai-systems-like-prescription-drugs-0924" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Illustration of a pill bottle that says “AI” and with Ghassemi’s 3 precautions listed. A neural network is in the background." class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202409/MIT-3Q-AI-Label-01-press.jpg?itok=dElPnWAA" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/3-questions-should-we-label-ai-systems-like-prescription-drugs-0924"><span itemprop="name headline">3 Questions: Should we label AI systems like we do prescription drugs?</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>Researchers argue that in health care settings, “responsible use” labels could ensure AI systems are deployed appropriately.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-09-24T15:00:00Z">September 24, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/3-questions-should-we-label-ai-systems-like-prescription-drugs-0924" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/study-ai-inconsistent-outcomes-home-surveillance-0919" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Cracked security cameras are connected by lines like a large language model. A house is in the middle." class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202409/MIT-LLMNorm-01-press.jpg?itok=uylU6rXf" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/study-ai-inconsistent-outcomes-home-surveillance-0919"><span itemprop="name headline">Study: AI could lead to inconsistent outcomes in home surveillance</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>Researchers find large language models make inconsistent decisions about whether to call the police when analyzing surveillance videos.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-09-19T04:00:00Z">September 19, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/study-ai-inconsistent-outcomes-home-surveillance-0919" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/study-large-language-models-datasets-lack-transparency-0830" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Five square slices show glimpse of LLMs, and the final one is green with a thumbs up." class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202408/MIT-Dataset-Transparency-01-press.jpg?itok=S4Bl-PKj" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/study-large-language-models-datasets-lack-transparency-0830"><span itemprop="name headline">Study: Transparency is often lacking in datasets used to train large language models</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>Researchers developed an easy-to-use tool that enables an AI practitioner to find data that suits the purpose of their model, which could improve accuracy and reduce bias.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-08-30T09:00:00Z">August 30, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/study-large-language-models-datasets-lack-transparency-0830" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/first-ai-education-summit-0827" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="More than a dozen people sit around shared tables with laptops running App Inventor" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202408/ai%2Bedu-summit.JPG?itok=DBsryqgm" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/first-ai-education-summit-0827"><span itemprop="name headline">First AI + Education Summit is an international push for “AI fluency”</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>The three-day, hands-on conference hosted by the MIT RAISE Initiative welcomed youths and adults from nearly 30 countries.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-08-27T08:30:00Z">August 27, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/first-ai-education-summit-0827" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/researchers-use-large-language-models-to-flag-problems-0814" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Photo of wind turbines in rural landscape, with neural-network graphic in the sky." class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202408/MIT-LLM-Anomaly-01-press.jpg?itok=9iyN0FhB" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/researchers-use-large-language-models-to-flag-problems-0814"><span itemprop="name headline">MIT researchers use large language models to flag problems in complex systems</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>The approach can detect anomalies in data recorded over time, without the need for any training.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-08-14T04:00:00Z">August 14, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/researchers-use-large-language-models-to-flag-problems-0814" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> <div class="page-term--views--list-item"><article class="term-page--news-article--item"> <div class="term-page--news-article--item--cover-image"> <a href="/2024/thermometer-prevents-ai-model-overconfidence-about-wrong-answers-0731" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Thermometers are connected by lines to create a stylized neural-network " class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202407/MIT-LLMThermo-01-press.jpg?itok=6ucq_2oW" /> </a> </div> <div class="term-page--news-article--item--descr"> <h3 class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/thermometer-prevents-ai-model-overconfidence-about-wrong-answers-0731"><span itemprop="name headline">Method prevents an AI model from being overconfident about wrong answers</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>More efficient than other approaches, the “Thermometer” technique could help someone know when they should trust a large language model.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-07-31T04:00:00Z">July 31, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/thermometer-prevents-ai-model-overconfidence-about-wrong-answers-0731" class="term-page--news-article--item--full-story-link">Read full story</a> →</p> </div> </article> </div> </div> <nav role="navigation" aria-labelledby="pagination-heading" class="views--pager"> <div class="views--pager--inner"> <h4 id="pagination-heading" class="visually-hidden">Pagination</h4> <ul class="js-pager__items"> <li> Page 1 </li> <li> <a href="/topic/human-computer-interaction?page=1" title="Go to next page" rel="next"> <span class="visually-hidden">Next page</span> <span class="pager--button pager--button--next"><svg class="arrow--point-east--slider" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="0" viewBox="0 0 16.621 30.183"> <defs> <clipPath id="clip-path"> <path id="Path_496" data-name="Path 496" 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