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arXiv — cs.AI

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

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…

arXiv — cs.AIBy: Egor Pakhomov, Erik NijkampNovember 5, 2026 (2 hours ago)
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  • 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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Attributing Agent Failures to Their History Needs an Executed Counterfactual: Toward a Reporting Standard

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