ReplayRCA benchmarks diagnosing and repairing agent failures via counterfactual replay by intervening at the decisive step and continuing with the same agent.
Read the original at arxiv.org→arXiv:2610.41025v1 Announce Type: new Abstract: When a language-model agent fails a multi-step task, can another model find the decisive mistake and fix it with a single action? We introduce ReplayRCA, a benchmark...
Original headline: "ReplayRCA: Measuring Post-hoc Diagnosis and Live Oversight of Agent Failures by Counterfactual Replay"
Coverage timeline
- Nov 2, 05:00 UTC arXiv cs.AI lead source ReplayRCA: Measuring Post-hoc Diagnosis and Live Oversight of Agent Failures by Counterfactual Replay