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Causal Agent Replay: Counterfactual Attribution for LLM-Agent Failures
用反事实归因精准定位LLM Agent失败的根本决策步骤，超越简单启发式方法，让调试不再只看表面。
arXiv:2606.08275v1 Announce Type: new Abstract: When an LLM agent fails -- issues a refund it should not have, calls the wrong tool, leaks data -- exi…