Research quantifying “nociception” could help improve management of surgical pain

New statistical models based on physiological data from more than 100 surgeries provide objective, accurate measures of the body’s subconscious perception of pain.

David Orenstein | The Picower Institute for Learning and Memory • mit
Sept. 24, 2024 ~10 min

Study: AI could lead to inconsistent outcomes in home surveillance

Researchers find large language models make inconsistent decisions about whether to call the police when analyzing surveillance videos.

Adam Zewe | MIT News • mit
Sept. 19, 2024 ~8 min


A fast and flexible approach to help doctors annotate medical scans

“ScribblePrompt” is an interactive AI framework that can efficiently highlight anatomical structures across different medical scans, assisting medical workers to delineate regions of interest and abnormalities.

Alex Shipps | MIT CSAIL • mit
Sept. 9, 2024 ~8 min

Study: Transparency is often lacking in datasets used to train large language models

Researchers developed an easy-to-use tool that enables an AI practitioner to find data that suits the purpose of their model, which could improve accuracy and reduce bias.

Adam Zewe | MIT News • mit
Aug. 30, 2024 ~8 min

New open-source tool helps to detangle the brain

The software tool NeuroTrALE is designed to quickly and efficiently process large amounts of brain imaging data semi-automatically.

Anne McGovern | MIT Lincoln Laboratory • mit
Aug. 14, 2024 ~8 min

MIT researchers use large language models to flag problems in complex systems

The approach can detect anomalies in data recorded over time, without the need for any training.

Adam Zewe | MIT News • mit
Aug. 14, 2024 ~7 min

New tool empowers pavement life-cycle decision-making while reducing data collection burden

MIT Concrete Sustainability Hub research presents a streamlined pavement life-cycle assessment tool to enable a large set of stakeholders to conduct environmental analysis of pavements.

Andrew Paul Laurent | MIT Concrete Sustainability Hub • mit
Aug. 9, 2024 ~7 min

Study: Flying keeps getting safer

Reflecting a “Moore’s Law of aviation,” commercial flight has become roughly twice as safe each decade since the 1960s; Covid-19 added a wrinkle, however.

Peter Dizikes | MIT News • mit
Aug. 7, 2024 ~8 min


Method prevents an AI model from being overconfident about wrong answers

More efficient than other approaches, the “Thermometer” technique could help someone know when they should trust a large language model.

Adam Zewe | MIT News • mit
July 31, 2024 ~7 min

Study: When allocating scarce resources with AI, randomization can improve fairness

Introducing structured randomization into decisions based on machine-learning model predictions can address inherent uncertainties while maintaining efficiency.

Adam Zewe | MIT News • mit
July 24, 2024 ~7 min

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