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News/Beyond Arrow's Impossibility: Fairness as an Emergent Property of Multi-Agent Collaboration
arxiv
PublishedApril 17, 2026 at 4:00 AM
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Beyond Arrow's Impossibility: Fairness as an Emergent Property of Multi-Agent Collaboration

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Publisher summary· verbatim

arXiv:2604.13705v1 Announce Type: cross Abstract: Fairness in language models is typically studied as a property of a single, centrally optimized model. As large language models become increasingly agentic, we propose that fairness emerges through interaction and exchange. We study this via a contro

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