task-contract

#task-contract

@vintcessun: I always thought AI agents could only write ordinary code. Turns out MIT HAN Lab is directly using an agent workflow to design and optimize CUDA kernels. Hand-tuning is time-consuming and easy to miss solutions. They came up with a workflow of "task contract + agent loop + small-step verification", letting the agent research, implement, verify...

X AI KOLs Timeline ↗ · 2026-06-03

MIT HAN Lab proposes a method to automatically design and optimize CUDA kernels using an AI agent workflow. Through a process of task contracts, agent loops, and small-step verification, the agent can autonomously iterate and optimize within a specialized toolchain, replacing manual tuning.

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