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Ding-Ying Liu

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#artificial intelligence Preprint Sep 2026

CIVI: A Framework for Diagnosing Search Agent Failures in Civic Information

CIVI, the first framework for diagnosing search agent failures in civic information, is introduced and ARISE, which decomposes agentic search failures into four mutually exclusive modes, isolated via source-injection ablation is introduced.

Ding-Ying Liu, Yunshun Zhong, Wen-Tao Zhang et al. · 0 citations