Artificial Intelligence

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class="container"> <div class="row"> <div class="col-sm-12"> <div class="text-indent animated fadeInUp jump-links"> <h1>Artificial Intelligence </h1> </div> </div> </div> </div> </section> <section aria-label="Headline Section" class="jumbotron jumbotron-callout-sm jumbotron-white jumbotron-orbs-4 " data-module="text-and-headline"> <div class="container"> <div class="row"> <div class="col-sm-10"> <h2>The unknown is imminently knowable.</h2> <p>What we know about the impact of Artificial Intelligence on science and society today, will be transformed tomorrow. At UC San Diego, we thrive in the never-been-done-before, and so we dive in – charting a path into the unknown world of AI. From informing climate action and protecting our environment to developing lifesaving medical solutions and better healthcare models, UC San Diego is advancing how the world uses AI, creating tools that will improve our lives and create an equitable future for all.</p> </div> </div> </div> </section> <section aria-label="Information Panel" class="jumbotron jumbotron-timeline ai-future" data-module="callout-image-small-inset" style="background: url('../_images/research-innovation/artificial-intelligence/img-ai-future-is-now-1400x410.jpg'); background-image: url('../_images/research-innovation/artificial-intelligence/img-ai-future-is-now-1400x410.jpg') !important"> <div class="container"> <div class="row"> <div class="col-md-6 col-md-offset-6"> <div class="panel panel-default"> <div class="panel-body"> <h2>The Future of AI is Now</h2> <p class="panel-text">“Whenever you have a new technology, it plays out in ways you can’t imagine.” - Terrence Sejnowski, distinguished professor. Unpredictable. Game Changing. Transformative. UC San Diego experts weigh in on the implications of AI. </p> <p><a class="btn btn-default" href="https://today.ucsd.edu/story/the-future-of-ai-is-now">Embrace the AI Future</a></p> </div> </div> </div> </div> </div> </section> <section aria-label="Information and Image Panel" class="jumbotron jumbotron-inset-img jumbotron-gray " data-module="text-and-cta-with-inset-image"> <div class="container"> <div class="row"> <div class="col-md-6"> <h2>Inventing the Future of AI</h2> <h3 style="text-transform: none;"><a href="https://today.ucsd.edu/story/say-hello-to-tritongpt" style="text-decoration: underline;">There’s a New Bot on Campus: Say Hello to TritonGPT</a></h3> <p>Specialized AI-powered information and resource assistant TritonGPT marks a continuation of decades of leadership at the forefront of AI research and innovation and is a byproduct of the culture of collaboration and risk-taking that infuses UC San Diego's institutional DNA, says Chancellor Pradeep Khosla. <a href="https://today.ucsd.edu/story/say-hello-to-tritongpt" style="text-decoration: underline;">Read the story»</a></p> </div> <div class="col-md-6"> <div> <img alt="woman with screenshot of chat in the background" class="img-responsive" src="../_images/research-innovation/artificial-intelligence/img-ai-toxic-free-ai-640x400.jpg"/> </div> </div> </div> </div> </section> <section aria-label="News Module" class="jumbotron jumbotron-gray jumbotron-news jumbotron-sand" data-module="news-with-image"> <div class="container"> <div class="row"> <div class="col-xs-8"> </div> <div class="col-xs-4 view-all-link text-right "> </div> </div> <div class="row"> <div class="col-sm-4"> <a class="panel panel-default" href="https://today.ucsd.edu/story/how-do-neural-networks-learn-a-mathematical-formula-explains-how-they-detect-relevant-patterns"> <img alt="How Do Neural Networks Learn? Mathematical Insights on How They Detect Relevant Patterns" class="img-responsive" src="../_images/research-innovation/artificial-intelligence/img-ai-neural-networks-640x400.jpg"/> <div class="panel-heading"> <p class="panel-news-date small"></p> <h4 class="panel-news-title">How Do Neural Networks Learn? Mathematical Insights on How They Detect Relevant Patterns</h4> </div> </a> </div> <div class="col-sm-4"> <a class="panel panel-default" href="https://today.ucsd.edu/story/7-ai-powered-technologies-you-should-know-about"> <img alt="From Robots in Healthcare to Algorithms for Climate Modeling: 7 AI-Powered Technologies You Should Know About " class="img-responsive" src="../_images/research-innovation/artificial-intelligence/img-ai-powered-tech-640x400.jpg"/> <div class="panel-heading"> <p class="panel-news-date small"></p> <h4 class="panel-news-title">From Robots in Healthcare to Algorithms for Climate Modeling: 7 AI-Powered Technologies You Should Know About </h4> </div> </a> </div> <div class="col-sm-4"> <a class="panel panel-default" href="https://today.ucsd.edu/story/working-towards-toxic-free-ai"> <img alt="Working Towards Toxic-Free AI: Detecting and Preventing Harmful Prompts" class="img-responsive" src="../_images/research-innovation/artificial-intelligence/img-ai-triton-gpt-720x480.jpg"/> <div class="panel-heading"> <p class="panel-news-date small"></p> <h4 class="panel-news-title">Working Towards Toxic-Free AI: Detecting and Preventing Harmful Prompts</h4> </div> </a> </div> </div> </div> </section> <section aria-label="Testimonials" class="jumbotron jumbotron-white jumbotron-testimonials " data-module="testimonials"> <div class="container"> <div class="row row-flex"> <div class="col-sm-5 testimonial-intro hidden-xs"> <h2>AI Experts <br/></h2> <p></p> <p><a class="text-link" href="https://ucsd.edu/research-innovation/our-experts/ai-experts/">View Our AI Experts</a></p> </div> <div class="col-sm-5 testimonial-intro testimonial-intro-mobile visible-xs no-gutter"> <h2>AI Experts <br/></h2> <p></p> <p><a class="text-link" href="https://ucsd.edu/research-innovation/our-experts/ai-experts/">View Our AI Experts</a></p> </div> <div class="col-sm-7 testimonial-wrap no-gutter"> <div class="col-xs-6 col-sm-3 no-gutter"> <div class="testimonial testimonial-one" style="background: url(../_images/research-innovation/experts/ai-experts/ai-expert-rose-yu-239x351.jpg) center no-repeat;"> <a class="btn pop-over-testimonial-1 hide-txt" href="javascript:void(0)">Rose Yu | Professor, Computing in the Arts Testimonial</a> <div class=" popover" id="popover-testimonial-content-1"> <span class="popover-close close-icon-white"></span> <div class="row"> <div class="col-md-5 visible-md visible-lg"> <div class="testimonial-thumb testimonial-thumb-one" style="background: url(../_images/research-innovation/experts/ai-experts/ai-expert-rose-yu-239x351.jpg) center no-repeat;"></div> </div> <div class="col-md-7"> <div class="testimonial-thumb testimonial-thumb-one visible-xs" style="background: url(../_images/research-innovation/experts/ai-experts/ai-expert-rose-yu-239x351.jpg) center no-repeat;"></div> <blockquote><em>Rose Yu is a computer scientist who specializes in machine learning, deep learning, generative AI, and learning dynamical systems in climate, health care and physical sciences.</em></blockquote> <p class="small">Rose Yu | Professor, Computing in the Arts</p> <p><a href="https://ucsd.edu/research-innovation/our-experts/ai-experts/#rose-yu">View Dr. Yu's Profile</a></p> </div> </div> </div> </div> </div> <div class="col-xs-6 col-sm-3 no-gutter"> <div class="testimonial testimonial-two" style="background: url(../_images/research-innovation/artificial-intelligence/ai-experts/img-ai-expert-terry-sejnowski-280x340.jpg) center no-repeat;"> <a class="btn pop-over-testimonial-2 hide-txt" href="javascript:void(0)">Terry Sejnowski | Distinguished Professor, Department of Neurobiology Testimonial</a> <div class=" popover" id="popover-testimonial-content-2"> <span class="popover-close close-icon-white"></span> <div class="row"> <div class="col-md-5 visible-md visible-lg"> <div class="testimonial-thumb testimonial-thumb-two" style="background: url(../_images/research-innovation/artificial-intelligence/ai-experts/img-ai-expert-terry-sejnowski-280x340.jpg) center no-repeat;"></div> </div> <div class="col-md-7"> <div class="testimonial-thumb testimonial-thumb-two visible-xs" style="background: url(../_images/research-innovation/artificial-intelligence/ai-experts/img-ai-expert-terry-sejnowski-280x340.jpg) center no-repeat;"></div> <blockquote><em>Terry Sejnowski is widely considered one of the founding fathers of AI. He studies neural networks and how our understanding of neurobiology has paved the way for brain-inspired AI advancements.</em></blockquote> <p class="small">Terry Sejnowski | Distinguished Professor, Department of Neurobiology</p> <p><a href="https://ucsd.edu/research-innovation/our-experts/ai-experts/#terry-sejnowski">View Dr. Sejnowski's Profile</a></p> </div> </div> </div> </div> </div> <div class="col-xs-6 col-sm-3 no-gutter"> <div class="testimonial testimonial-three" style="background: url(../_images/research-innovation/experts/ai-experts/ai-expert-yusu-wang-239x351.jpg) center no-repeat;"> <a class="btn pop-over-testimonial-3 hide-txt" href="javascript:void(0)">Yusu Wang | Professor, Halιcιoğlu Data Science Institute Testimonial</a> <div class=" popover" id="popover-testimonial-content-3"> <span class="popover-close close-icon-white"></span> <div class="row"> <div class="col-md-5 visible-md visible-lg"> <div class="testimonial-thumb testimonial-thumb-three" style="background: url(../_images/research-innovation/experts/ai-experts/ai-expert-yusu-wang-239x351.jpg) center no-repeat;"></div> </div> <div class="col-md-7"> <div class="testimonial-thumb testimonial-thumb-three visible-xs" style="background: url(../_images/research-innovation/experts/ai-experts/ai-expert-yusu-wang-239x351.jpg) center no-repeat;"></div> <blockquote><em>Yusu Wang is a data scientist who specializes in deep learning, graph learning, machine learning and learning enabled optimization, with applications to chip design, material science and neuroscience.</em></blockquote> <p class="small">Yusu Wang | Professor, Halιcιoğlu Data Science Institute </p> <p><a href="https://ucsd.edu/research-innovation/our-experts/ai-experts/#yusu-wang">View Dr. Wang's Profile</a></p> </div> </div> </div> </div> </div> <div class="col-xs-6 col-sm-3 no-gutter"> <div class="testimonial testimonial-four" style="background: url(../_images/research-innovation/artificial-intelligence/ai-experts/img-ai-expert-karandeep-singh-280x340.jpg) center no-repeat;"> <a class="btn pop-over-testimonial-4 hide-txt" href="javascript:void(0)">Karandeep Singh | Joan and Irwin Jacobs Endowed Chair in Digital Health Innovation Testimonial</a> <div class=" popover" id="popover-testimonial-content-4"> <span class="popover-close close-icon-white"></span> <div class="row"> <div class="col-md-5 visible-md visible-lg"> <div class="testimonial-thumb testimonial-thumb-four" style="background: url(../_images/research-innovation/artificial-intelligence/ai-experts/img-ai-expert-karandeep-singh-280x340.jpg) center no-repeat;"></div> </div> <div class="col-md-7"> <div class="testimonial-thumb testimonial-thumb-four visible-xs" style="background: url(../_images/research-innovation/artificial-intelligence/ai-experts/img-ai-expert-karandeep-singh-280x340.jpg) center no-repeat;"></div> <blockquote><em>Karandeep Singh is the inaugural Chief Health Artificial Intelligence Officer at UC San Diego Health and an expert on ethically using AI to improve healthcare delivery and the patient experience.</em></blockquote> <p class="small">Karandeep Singh | Joan and Irwin Jacobs Endowed Chair in Digital Health Innovation</p> <p><a href="https://ucsd.edu/research-innovation/our-experts/ai-experts/#karandeep-singh">View Dr. Singh's Profile</a></p> </div> </div> </div> </div> </div> </div> </div> </div> </section> <section aria-label="Information and Image Panel" class="jumbotron jumbotron-inset-img jumbotron-gray " data-module="text-and-cta-with-inset-image"> <div class="container"> <div class="row"> <div class="col-md-6 col-md-push-6"> <h2>Building a Better World with AI</h2> <h3 style="text-transform: none;"><a href="https://today.ucsd.edu/story/creating-ai-that-helps-not-harms" style="text-decoration: underline;">Creating AI That Helps, Not Harms</a></h3> <p>Illuminating a roadmap to ethical development, professor David Danks, a member of the National AI Advisory Committee, debunks common myths about AI. <a href="https://today.ucsd.edu/story/creating-ai-that-helps-not-harms">Read the story »</a></p> </div> <div class="col-md-6 col-md-pull-6"> <div> <img alt="David Danks speaks at a podium" class="img-responsive" src="../_images/research-innovation/artificial-intelligence/img-ai-creating-ai-helps-720x480.jpg"/> </div> </div> </div> </div> </section> <section aria-label="News Module" class="jumbotron jumbotron-gray jumbotron-news jumbotron-sand" data-module="news-with-image"> <div class="container"> <div class="row"> <div class="col-xs-8"> </div> <div class="col-xs-4 view-all-link text-right "> </div> </div> <div class="row"> <div class="col-sm-4"> <a class="panel panel-default" href="https://today.ucsd.edu/story/study-ai-surveillance-tool-successfully-helps-to-predict-sepsis-saves-lives"> <img alt="AI Surveillance Tool Successfully Helps to Predict Sepsis, Saves Lives" class="img-responsive" 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href="https://www.forbes.com/sites/sap/2023/11/01/what-happens-when-ai-exceeds-human-intellect/?sh=733bcb705988"> <div class="event"> <p class="date-wrap">Forbes</p> <div class="text-link-no-arrow">What Happens When AI Exceeds Human Intellect?</div> </div> </a> <a class="link-wrapper" href="https://www.politico.com/news/2024/02/18/artificial-intelligence-health-care-fda-00141768"> <div class="event"> <p class="date-wrap">Politico</p> <div class="text-link-no-arrow">AI is Making Critical Healthcare Decisions. 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id="link2"></a> <div class="image-container col-sm-3 col-sm-offset-9 col-md-5 col-md-offset-7 pull-right hidden-xs"> <div class="background-image-holder ai-core-facilities-supercomputer"> <img alt="" class="img-cover" src="../_images/research-innovation/artificial-intelligence/img-ai-core-facilities-1174x628.jpg"/> </div> </div> <div class="image-container-mobile visible-xs"> <div class="background-image-holder ai-core-facilities-supercomputer"> <img alt="" class="img-cover" src="../_images/research-innovation/artificial-intelligence/img-ai-core-facilities-1174x628.jpg"/> </div> </div> <div class="container"> <div class="row"> <div class="col-md-6 col-sm-8 side-image-content clearfix"> <h2>AI CORE FACILITIES</h2> <p>UC San Diego’s world-class research facilities help make discovery possible.</p> <ul class="list-inline"> <li><a class="text-link" href="https://today.ucsd.edu/story/voyager-supercomputer-enters-testbed-phase">Voyager Supercomputer</a></li> <li><a class="text-link" href="https://www.sdsc.edu/News%20Items/PR20230510_PNRP.html">The Prototype National Research Platform</a></li> <li><a class="text-link" href="https://sites.google.com/ucsd.edu/derconnect/home">UCSD DERConnect Research Facility</a></li> <li><a class="text-link" href="https://mrsec.ucsd.edu/materials-characterization-facility/">Materials Research Science and Engineering Center Materials Characterization Facility</a></li> </ul> </div> </div> </div> </section> <section aria-label="Information Panels" class="jumbotron jumbotron-attend jumbotron-orbs-1 " data-module="callout-content-four"> <div class="container"> <div class="row"> <div class="col-md-8 text-indent"> <h2>AI Related Centers and Institutes </h2> <p></p> </div> </div> <div class="row"> <div class="col-md-6 clearfix"> <div class="panel panel-primary"> <div class="panel-body" id="panel1"> <h3>The Institute for Learning-enabled Optimization at Scale</h3> <p class="panel-text">The Institute for Learning-enabled Optimization at Scale (TILOS) is part of a $220M NSF National AI Research Institutes investment to create multidisciplinary, multi-institution research institutes to serve as national hubs for universities, federal agencies, industry and nonprofit organizations to advance AI research and workforce development. </p> <p> <a class="text-link" href="https://tilos.ai">Explore TILOS</a> </p> </div> </div> </div> <div class="col-md-6 clearfix"> <div class="panel panel-primary"> <div class="panel-body" id="panel2"> <h3>Institute for Emerging CORE Methods in Data Science (EnCORE)</h3> <p class="panel-text">The NSF-funded, crossdisplinary EnCORE aims to transform four core aspects of data science: complexity of data, optimization, responsible computing, and education and engagement. </p> <p> <a class="text-link" href="https://encore.ucsd.edu">Explore EnCORE</a> </p> </div> </div> </div> <div class="col-md-6 clearfix"> <div class="panel panel-primary"> <div class="panel-body" id="panel3"> <h3>SDSC Advanced Technology Lab</h3> <p class="panel-text">The increasing use of AI methods presents new technology challenges, and the Advanced Technology Lab (ATL) evaluates new hardware and software technologies for future computing and storage systems that are critical to conducting scientific research at scale. </p> <p> <a class="text-link" href="https://www.sdsc.edu/assets/docs/pub/ATL_Program_Brochure_v6.pdf">Explore the ATL</a> </p> </div> </div> </div> <div class="col-md-6 clearfix"> <div class="panel panel-primary"> <div class="panel-body" id="panel4"> <h3>Processing with Intelligent Storage and Memory </h3> <p class="panel-text">Processing with Intelligent Storage and Memory (PRISM) focuses on novel memory and storage devices and circuits; next generation architectures; systems and software; and grand challenge applications that will demonstrate new capabilities of computing. </p> <p> <a class="text-link" href="https://today.ucsd.edu/story/uc-san-diego-leads-50.5m-center-for-computing">Explore 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