Phantom Guardrails: When Self-Improving Agent Harnesses Fix Failures That Never Happened

Su Wang, Pin Qian, Yifan Lin +5

Self-improving AI agents are designed to learn from their mistakes. We show they can also hallucinate mistakes that never happened. We study this failure mode in automated harness…