arXiv 2610.03195 · cs.CL · 2026-10-02
Source Preference in the Wild: How LLM Agents Favor Items by Source, and How to Reduce It
Jonghyun Song, Haewon Park, Jeonghoon Shim, Woojung Song, Yohan Jo
Seoul National University
In latest · #292 Added on 2026-10-21
One-line takeaway
Finds 12 agent models systematically favour items from certain sources when shopping, booking or citing, and proposes mitigations.
发现 12 个 Agent 模型在购物、订酒店、引文献时都会偏好某些来源，并提出缓解方法。
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