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Preprint Aug 2026

How Agents Represent Humans: Human-Directed Stereotypes in an Open Agent Social Network

It is found that competence dominates human-directed evaluations, while many \textit{other} attributions describe humans as epistemic, cultural, or embodied subjects, and suggest that bias in agent societies should be studied not only as isolated model output, but also as a discourse process.

Huang Xu, Yuan Wu, Yi Chang · 1 citation

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