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Helping computer vision and language models understand what they see | MIT News
Powerful machine-learning algorithms known as vision and language models, which learn to match text with images, have shown remarkable results when asked to generate captions or summarize videos. While these models excel at identifying objects, they often struggle to understand concepts, like object attributes or the arrangement of items in a scene. For instance, a…
A. Michael West: Advancing human-robot interactions in health care | MIT News
An accomplished MIT student researcher in health care robotics, with many scholarship and fellowship awards to his name, A. Michael West is nonchalant about how he chose his path. “I kind of fell into it,” the mechanical engineering PhD candidate says, adding that growing up in suburban California, he was social, athletic — and good…
How an archeological approach can help leverage biased data in AI to improve medicine | MIT News
The classic computer science adage “garbage in, garbage out” lacks nuance when it comes to understanding biased medical data, argue computer science and bioethics professors from MIT, Johns Hopkins University, and the Alan Turing Institute in a new opinion piece published in a recent edition of the New England Journal of Medicine (NEJM). The rising…
A pose-mapping technique could remotely evaluate patients with cerebral palsy | MIT News
It can be a hassle to get to the doctor’s office. And the task can be especially challenging for parents of children with motor disorders such as cerebral palsy, as a clinician must evaluate the child in person on a regular basis, often for an hour at a time. Making it to these frequent evaluations…
AI-driven tool makes it easy to personalize 3D-printable models | MIT News
As 3D printers have become cheaper and more widely accessible, a rapidly growing community of novice makers are fabricating their own objects. To do this, many of these amateur artisans access free, open-source repositories of user-generated 3D models that they download and fabricate on their 3D printer. But adding custom design elements to these models…
Multi-AI collaboration helps reasoning and factual accuracy in large language models | MIT News
An age-old adage, often introduced to us during our formative years, is designed to nudge us beyond our self-centered, nascent minds: “Two heads are better than one.” This proverb encourages collaborative thinking and highlights the potency of shared intellect. Fast forward to 2023, and we find that this wisdom holds true even in the realm…
MIT scholars awarded seed grants to probe the social implications of generative AI | MIT News
In July, MIT President Sally Kornbluth and Provost Cynthia Barnhart issued a call for papers to “articulate effective roadmaps, policy recommendations, and calls for action across the broad domain of generative AI.” Over the next month, they received an influx of responses from every school at MIT proposing to explore generative AI’s potential applications and…
Four Lincoln Laboratory technologies win five 2023 R&D 100 awards | MIT News
Ultrasound that doesn’t require touching patients. A web-based tool that reinvents crew scheduling for the Air Force. Cryptographic hardware that protects sensitive data. And the world’s first practical memory for quantum networking. These four technologies developed at MIT Lincoln Laboratory, either wholly or with collaborators, received 2023 R&D 100 Awards. The ultrasound technology also received…
2023-2024 Accenture Fellows advance technology at the crossroads of business and society | MIT News
The MIT and Accenture Convergence Initiative for Industry and Technology has announced five new research fellows for 2023-24. Now in its third year, the initiative underscores the ways in which industry and research can collaborate to spur technological innovation. Through its partnership with the School of Engineering, Accenture provides five annual fellowships awarded to graduate…
School of Engineering welcomes Songyee Yoon PhD ’00 as visiting innovation scholar | MIT News
Songyee Yoon PhD ’00, an entrepreneur, innovator, investor, and leader in AI and the gaming industry, has been appointed as a School of Engineering visiting innovation scholar for the 2023-24 academic year. Yoon, who is as a member of the MIT Corporation, serves as president and chief strategic officer of NCSOFT, a world leader in…