Author

Beichen Huang

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Preprint Aug 2026

SearchAuditor: Auditing and Attributing Failures in Long-Horizon Search Agents

A benchmark that evaluates whether LLM auditors can localize, attribute, and repair search-agent failures through evidence-grounded adjudication, and proposes SearchAuditor, a multi-perspective auditing framework that effectively localizes, attributes, and repairs search-agent failures through evidence-grounded adjudication.

Zhixiang Liang, Yifei Liu, Yi-Dan Huang et al. · 0 citations