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Laboratory for InformationDecision Systems

The Laboratory for Information & Decision Systems (LIDS) is an interdepartmental research laboratory committed to advancing the foundations and applications of computing.

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ABOUT US

The Laboratory for Information & Decision Systems is pioneering advancements in analytical Information and decision sciences

Our dynamic research environment fosters collaboration and innovation, empowering our members to tackle some of the most complex challenges in telecommunications, information technology, automotive systems, energy, defense, and human health.
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NEWS

Latest news & developments from LIDS

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June 17, 2025
Unpacking the bias of large language models
Society
July 21, 2025
A new way to edit or generate images
Autonomy
June 23, 2025
LLMs factor in unrelated information when recommending medical treatments
Society
NEWS

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OUR RESEARCH

Focus areas

Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Statistics, optimization information and inference.

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Algorithms that have more Autonomy and Agency require careful design and extensive human collaboration. Lorem ipsum dolor sit amet, Decision making, systems, and robotics.

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Computing research can have consequential societal implications. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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Discover Computing & Society at LIDSarrow_forward_ios

Computing can enable sustainable living and development, only when it is utilized in a sustainable manner. in many Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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NEWS

It’s our people & students that drive interdisciplinary innovation to create tomorrow’s leaders

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Focus areas

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Four focus areas of our research ensures impactful advances in computing foundations and its transformative applications: Autonomy and Agency, Computing and Sustainability, Computing and Society, as well as Machine Learning Foundations.
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Impact areas

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LIDS research addresses and is driven by broad challenges, emerging applications, critical needs, and intellectual opportunities for technological advances. LIDS plays a key role in identifying novel directions and advancing the state of the art in several industries, such as Aerospace, Automotive, Communications and Networks, Energy and Infrastructure, Finance, Healthcare, Human Resources, Robotics and Autonomous Vehicles, Sustainability and Environment, Transportation, and more.
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Research Initiatives

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LIDS identifies research initiatives that cut across disciplinary boundaries and involve collaboration between faculty and PIs within LIDS and with colleagues across MIT. LIDS research initiatives also extend beyond MIT to encompass collaborations with colleagues at other top academic institutions around the world, as well as industrial organizations and national laboratories
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Research Fields

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LIDS PIs engage in numerous research fields, including Statistics, Statistical Inference, Probability and Stochastic Processes, Optimization, Game Theory, Autonomous Systems, Robotics, Reinforcement Learning, Sequential Decision Making, Learning for Control, Control Theory, Information Theory, Communications and Networks, Theory of Computation.
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