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MIT News · AI

First-party releases and research from MIT News · AI. Headlines and excerpts link to the original articles.

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Estimating suicide risk from text

MIT McGovern Institute researchers developed a language-processing tool that uses a custom lexicon tied to 49 suicide risk factors to estimate suicide risk from text conversations with crisis counselors. Reported in the Journal of Psychopathology and Clinical Science, it accurately predicted risk in about 16,000 de-identified Crisis Text Line conversations and may aid assessment with more validation.

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New method enables AI for safety-critical situations

MIT researchers developed HardFlow, a deployment-time algorithm that lets pretrained generative models satisfy hard safety, physical, or task-specific constraints in their final output while still producing high-quality solutions, without retraining. The research appears in the IEEE Transactions on Pattern Analysis and Machine Intelligence.

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From MIT to IBM, expediting AI and quantum deployment

A MIT News feature profiles three IBM researchers—Srinivasan Arunachalam, Zhang-Wei Hong PhD ’25, and Irene Ko PhD ’24—who credit the MIT-IBM Computing Research Lab with helping translate theoretical work into industry applications in quantum machine learning, reinforcement learning, and trustworthy AI.

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System helps humans predict when self-driving cars will make mistakes

MIT and Motional researchers developed the Concept-Wrapper Network (CW-Net), a method that translates a self-driving car's deep learning decisions into understandable concepts without altering driving performance. In private-track tests and simulation studies, CW-Net explanations helped safety drivers and nonexpert users better predict vehicle behavior. The research appears in Nature.