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

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**Published:** 5 ноября 2026 г.
**Author:** Egor Pakhomov, Erik Nijkamp
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/ru/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…

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> [Читать полностью в arXiv — cs.AI](https://arxiv.org/abs/2611.05650)

**Теги:** #arXiv

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