Research

Explore the latest research developments from CSAIL and the MIT Schwarzman College of Computing.

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Monday, January 8, 2024

alt="The HiP framework developed at MIT CSAIL develops detailed plans for robots using the expertise of three different foundation models, helping it execute tasks in households, factories, and construction that require multiple steps (Credits: Alex Shipps/MIT CSAIL)."

CSAIL article

Multiple AI models help robots execute complex plans more transparently

AI & Machine Learning

MIT’s Improbable AI Lab, a group within CSAIL, has offered these machines a helping hand with a new multimodal framework: Compositional Foundation Models for Hierarchical Planning (HiP), which develops detailed, feasible plans with the expertise of three different foundation models.

Wednesday, January 3, 2024

alt="Digital illustration of a white robot with a magnifying glass, looking at a circuit-style display of a battery with a brain icon. The room resembles a lab with a white table, and there are two tech-themed displays on the wall showing abstract neural structures in glowing turquoise. A wire connects the robot's magnifying glass to the larger display. "

MIT news article

AI agents help explain other AI systems

AI & Machine Learning

MIT researchers introduce a method that uses artificial intelligence to automate the explanation of complex neural networks.

Tuesday, January 2, 2024

Four panelists in a darkened auditorium, sitting in front of a screen showing a purple AI generated work of art

MIT news article

The creative future of generative AI

An MIT panel charts how artificial intelligence will impact art and design.

Wednesday, December 20, 2023

MRSA bacteria, resembling purple cotton balls, overlayed with a deep learning network and a bullseye.

MIT news article

Using AI, MIT researchers identify a new class of antibiotic candidates

These compounds can kill methicillin-resistant Staphylococcus aureus (MRSA), a bacterium that causes deadly infections.