PI Core/Dual David Sontag Professor Email dsontag@csail.mit.edu Room 32-G464 Related Links Website Last updated Oct 02 '25 Research Areas AI & ML Impact Areas Health Care Related Links Website Publications Centers Research Center Center for Deployable Machine Learning (CDML) The MIT Center for Deployable Machine Learning (CDML) works towards creating AI systems that are robust, reliable and safe for real-world deployment. +7 Aleksander Madry Leads Aleksander Madry Research Areas Algorithms & Theory AI & ML Graphics & Vision Human-Computer Interaction Programming Languages & Software Engineering Robotics Security & Cryptography Impact Areas Big Data Cybersecurity Lead Aleksander Madry +7 Aleksander Madry Groups Research Group Clinical Machine Learning Group Our group is interested in using machine learning and artificial intelligence to transform health care. +2 David Sontag Leads David Sontag Research Areas AI & ML Impact Areas Health Care Lead David Sontag +2 David Sontag Research Group Machine Learning We work on a variety of topics spanning theoretical foundations, algorithms, and applications. Leads Tamara Broderick Tommi Jaakkola Stefanie Jegelka Leslie Kaelbling David Sontag Research Areas AI & ML Impact Areas Big Data Education Health Care Transportation Lead Tamara Broderick Tommi Jaakkola Stefanie Jegelka Leslie Kaelbling David Sontag News Algorithms & Theory AI & ML Education Health Care September 16 '24 Enhancing LLM collaboration for smarter, more efficient solutions “Co-LLM” algorithm helps a general-purpose AI model collaborate with an expert large language model by combining the best parts of both answers, leading to more factual responses. Enhancing LLM collaboration for smarter, more efficient solutions
Research Center Center for Deployable Machine Learning (CDML) The MIT Center for Deployable Machine Learning (CDML) works towards creating AI systems that are robust, reliable and safe for real-world deployment. +7 Aleksander Madry Leads Aleksander Madry Research Areas Algorithms & Theory AI & ML Graphics & Vision Human-Computer Interaction Programming Languages & Software Engineering Robotics Security & Cryptography Impact Areas Big Data Cybersecurity Lead Aleksander Madry +7 Aleksander Madry
Research Group Clinical Machine Learning Group Our group is interested in using machine learning and artificial intelligence to transform health care. +2 David Sontag Leads David Sontag Research Areas AI & ML Impact Areas Health Care Lead David Sontag +2 David Sontag
Research Group Machine Learning We work on a variety of topics spanning theoretical foundations, algorithms, and applications. Leads Tamara Broderick Tommi Jaakkola Stefanie Jegelka Leslie Kaelbling David Sontag Research Areas AI & ML Impact Areas Big Data Education Health Care Transportation Lead Tamara Broderick Tommi Jaakkola Stefanie Jegelka Leslie Kaelbling David Sontag
Algorithms & Theory AI & ML Education Health Care September 16 '24 Enhancing LLM collaboration for smarter, more efficient solutions “Co-LLM” algorithm helps a general-purpose AI model collaborate with an expert large language model by combining the best parts of both answers, leading to more factual responses. Enhancing LLM collaboration for smarter, more efficient solutions
