TTHE: Test-Time Harness Evolution
Test-Time Harness Evolution (TTHE) optimizes an AI agent's execution program (harness) during evaluation without changing the underlying model or needing human labels. It iteratively refines a population of candidate harnesses by observing execution traces and using proxy signals to select the best harness for subsequent inputs, leading to improved grounding and verification policies.