HarnessTTT: Learn to Optimize Harness at Test-Time for Scientific Discovery
HarnessTTT introduces a test-time learning framework that trains a harness proposer while keeping the executor frozen. The system learns to generate executable harnesses, which guide a discovery rollout. This allows for improved scientific discovery by optimizing search procedures based on learned proposals, showing significant performance gains across diverse tasks.