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Zhengxin Zhang, Erkang Zhu, Yin Lin, Claire Cardie, Bolin Ding, Jingren Zhou

Public reference bibliography and cataloged PDF materials authored or published by Zhengxin Zhang, Erkang Zhu, Yin Lin, Claire Cardie, Bolin Ding, Jingren Zhou.

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Rethinking Verification in Agent Harnesses

Year: 2026 • Source: arxiv.org • Listed PDF

Agent harnesses enable large language models to act through tools, observe the results, and iteratively work toward a task goal. Verification checks and revises agents' work to improve output quality. Yet there is limite...