Rooftop panels, EV chargers, and smart thermostats could chip in to boost power grid resilience

MIT engineers propose a new “local electricity market” to tap into the power potential of homeowners’ grid-edge devices.

Jennifer Chu | MIT News • mit
Feb. 20, 2025 ~8 min

Like human brains, large language models reason about diverse data in a general way

A new study shows LLMs represent different data types based on their underlying meaning and reason about data in their dominant language.

Adam Zewe | MIT News • mit
Feb. 19, 2025 ~8 min


AI model deciphers the code in proteins that tells them where to go

Whitehead Institute and CSAIL researchers created a machine-learning model to predict and generate protein localization, with implications for understanding and remedying disease.

Greta Friar | Whitehead Institute • mit
Feb. 13, 2025 ~11 min

Streamlining data collection for improved salmon population management

Assistant Professor Sara Beery is using automation to improve monitoring of migrating salmon in the Pacific Northwest.

Avery Plachcinski | Abdul Latif Jameel Water and Food Systems Lab • mit
Feb. 6, 2025 ~13 min

New training approach could help AI agents perform better in uncertain conditions

Sometimes, it might be better to train a robot in an environment that’s different from the one where it will be deployed.

Adam Zewe | MIT News • mit
Jan. 29, 2025 ~7 min

Minimizing the carbon footprint of bridges and other structures

MAD Design Fellow Zane Schemmer writes algorithms that optimize overall function, minimize carbon footprint, and produce a manufacturable design.

Denise Brehm | MIT Morningside Academy for Design • mit
Jan. 10, 2025 ~8 min

Teaching AI to communicate sounds like humans do

Inspired by the mechanics of the human vocal tract, a new AI model can produce and understand vocal imitations of everyday sounds. The method could help build new sonic interfaces for entertainment and education.

Alex Shipps | MIT CSAIL • mit
Jan. 9, 2025 ~8 min

Ecologists find computer vision models’ blind spots in retrieving wildlife images

Biodiversity researchers tested vision systems on how well they could retrieve relevant nature images. More advanced models performed well on simple queries but struggled with more research-specific prompts.

Alex Shipps | MIT CSAIL • mit
Dec. 20, 2024 ~9 min


Surface-based sonar system could rapidly map the ocean floor at high resolution

A small fleet of autonomous surface vessels forms a large sonar array for finding submerged objects.

Ariana Tantillo | MIT Lincoln Laboratory • mit
Dec. 18, 2024 ~10 min

Teaching a robot its limits, to complete open-ended tasks safely

The “PRoC3S” method helps an LLM create a viable action plan by testing each step in a simulation. This strategy could eventually aid in-home robots to complete more ambiguous chore requests.

Alex Shipps | MIT CSAIL • mit
Dec. 12, 2024 ~6 min

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