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cs.AI2026

When Agents See Humans as the Outgroup: Belief-Dependent Bias in LLM-Powered Agents

Zongwei Wang, Bincheng Gu, Hongyu Yu +5

This paper reveals that LLM-powered agents exhibit not only demographic bias (e.g., gender, religion) but also intergroup bias under minimal "us" versus "them" cues. When such grou…