Beyond Arrow's Impossibility: Fairness as an Emergent Property of Multi-Agent Collaboration

Sayan Kumar Chaki, Antoine Gourru, Julien Velcin

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 fairnes…