Simulating Eutopia: Revisiting Long-term Fairness with Outcomes, Performativity, and Dynamics.

arXiv:2607.19389v2 Announce Type: replace-cross Abstract: As AI-driven Decision Makers (ADMs) influence our socioeconomic reality, their roles in both enhancing efficiency and amplifying the social biases have drawn significant attention. In this paper, we rev