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class="term-page--news-article--item--title"> <a class="term-page--news-article--item--title--link" href="/2024/mit-researchers-develop-efficiency-training-more-reliable-ai-agents-1122"><span itemprop="name headline">MIT researchers develop an efficient way to train more reliable AI agents</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>The technique could make AI systems better at complex tasks that involve variability.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-22T05:00:00Z">November 22, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/mit-researchers-develop-efficiency-training-more-reliable-ai-agents-1122" 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/advancing-urban-tree-monitoring-ai-powered-digital-twins-1121" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Photo illustration of a tree in a park seen at five growth stages, with a city skyline in the background" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202411/Tree-D-Fusion-MIT-CSAIL-00.png?itok=7y1VN1mP" /> </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/advancing-urban-tree-monitoring-ai-powered-digital-twins-1121"><span itemprop="name headline">Advancing urban tree monitoring with AI-powered digital twins</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>The Tree-D Fusion system integrates generative AI and genus-conditioned algorithms to create precise simulation-ready models of 600,000 existing urban trees across North America.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-21T21:15:00Z">November 21, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/advancing-urban-tree-monitoring-ai-powered-digital-twins-1121" 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/four-mit-named-2025-rhodes-scholars-1116" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="Yiming Chen ’24, Wilhem Hector, Anushka Nair, and David Oluigbo" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202411/2024%20MIT%20Rhodes%20Composite.jpg?itok=1m4rJq6F" /> </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/four-mit-named-2025-rhodes-scholars-1116"><span itemprop="name headline">Four from MIT named 2025 Rhodes Scholars</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>Yiming Chen ’24, Wilhem Hector, Anushka Nair, and David Oluigbo will start postgraduate studies at Oxford next fall.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-17T03:00:00Z">November 16, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/four-mit-named-2025-rhodes-scholars-1116" 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/graph-based-ai-model-maps-future-innovation-1112" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="At left is a colorful expressionist painting. In the middle, an AI-generated circular graph, and on the right an AI-generated design that looks like a colorful biological specimen." class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202411/mit-graph-material-design.png?itok=DtMHLWv-" /> </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/graph-based-ai-model-maps-future-innovation-1112"><span itemprop="name headline">Graph-based AI model maps the future of innovation</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>An AI method developed by Professor Markus Buehler finds hidden links between science and art to suggest novel materials.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-12T20:45:00Z">November 12, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/graph-based-ai-model-maps-future-innovation-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="/2024/3-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/causal-theory-studying-cause-and-effect-relationships-genes-1107" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="A neural network has icons of DNA strands in the circular nodes. Arrows connect the nodes." class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202411/MIT-CausalDisentanglement-01-press.jpg?itok=QnVqP3SC" /> </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/causal-theory-studying-cause-and-effect-relationships-genes-1107"><span itemprop="name headline">A causal theory for studying the cause-and-effect relationships of genes</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>By sidestepping the need for costly interventions, a new method could potentially reveal gene regulatory programs, paving the way for targeted treatments.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-07T05:00:00Z">November 7, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/causal-theory-studying-cause-and-effect-relationships-genes-1107" 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/new-approach-modeling-complex-biological-systems-1105" class="image--link"> <img loading="lazy" src="/themes/mit/src/img/placeholder/placeholder--frontpage--featured-news.jpg" width="390" height="260" alt="A Markov Field diagram showing connections between cells, cytokines, and antibodies" class="ondemand" data-src="/sites/default/files/styles/term_page__news_article/public/images/202411/MIT-Biology-Models-01-PRESS.jpg?itok=3k3OWmIj" /> </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-approach-modeling-complex-biological-systems-1105"><span itemprop="name headline">A new approach to modeling complex biological systems</span> </span> </a> </h3> <p class="term-page--news-article--item--dek"> <span>MIT engineers’ new model could help researchers glean insights from genomic data and other huge datasets.</span> </p> <p class="term-page--news-article--item--publication-date"> <time datetime="2024-11-05T16:00:00Z">November 5, 2024</time> </p> <p class="term-page--news-article--item--full-story visually-hidden"><a href="/2024/new-approach-modeling-complex-biological-systems-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/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 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