# Attributing Agent Failures to Their History Needs an Executed Counterfactual: Toward a Reporting Standard

> 全文为英语

**Published:** 2026年11月5日
**Author:** Egor Pakhomov, Erik Nijkamp
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/attributing-agent-failures-to-their-history-needs-an-executed-counterfac

arXiv:2611.05650v1 Announce Type: new Abstract: Published explanations of why long-horizon agents fail are commonly taxonomies labeled over completed trajectories: a judge reads a transcript and names the failure. We argue that a claim attributing an agent's behavior to its…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2611.05650)

**标签：** #arXiv

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