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Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities

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学术前沿 6.4 分 — 有一定参考价值的AI研究论文
原文: cs.CL updates on arXiv.org

评分 6.4 · 来源:cs.CL updates on arXiv.org · 发布于 2026-04-08

评分依据:有一定参考价值的AI研究论文

arXiv:2604.05339v1 Announce Type: new Abstract: As LLMs become increasingly integrated into human society, evaluating their orientations on human values from social science has drawn growing attention. Nevertheless, it is still unclear why human values matter for LLMs, especially in LLM-based multi-agent systems, where group-level failures may accumulate from individually misaligned actions. We ask whether misalignment with human values alters the collective behavior of LLM agents and what changes it induces? In this work, we introduce CIVA, a controlled multi-agent environment grounded in soc


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