IEEE Transactions on Pattern Analysis and Machine Intelligence

Academic Journal

Appears in 1 story · Last updated Oct 24, 2026

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MIT algorithm lets generative AI satisfy strict constraints without retraining

New Capabilities

Publisher of the HardFlow paper

A robot path that is nearly collision-free still crashes. MIT researchers built an algorithm, called HardFlow, that makes generative AI obey nonnegotiable limits on its final output without retraining the model.

Updated Oct 24