MIT's HardFlow Enforces Hard Constraints on Generative Models

MIT researchers developed HardFlow, an algorithm that helps pretrained generative models satisfy hard constraints such as safety rules and physical laws, MIT News reported Sept. 14, 2026. It is designed for safety-critical uses to produce high-quality outputs that obey strict requirements that cannot be violated.