The Butterfly Effect in LLM Social Simulations: From Architecture Sensitivity to Robustness Audits

Jinyi Ye, Lei Cao, Ding Chen +1

A butterfly effect occurs when a local perturbation propagates through a system and produces divergence in its collective outcome. In LLM social simulations, this creates a particu…