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arXiv — cs.AI

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标题为英语ReplayRCA: Measuring Post-hoc Diagnosis and Live Oversight of Agent Failures by Counterfactual Replay

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 that scores such diagnoses by intervention rather than by…

arXiv — cs.AI作者: Jeremy Canale, Fabien Soulis2026年11月2日 (2小时前)
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  • 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 that scores such diagnoses by intervention rather than by…
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ReplayRCA: Measuring Post-hoc Diagnosis and Live Oversight of Agent Failures by Counterfactual Replay

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