2 papers
cs.MA2026
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…
physics.soc-ph2026
Stop Drawing Scientific Claims from LLM Social Simulations Without Robustness Audits
Jinyi Ye, Lei Cao, Ding Chen +1
The scientific claims drawn from LLM social simulations should be no stronger than the robustness audits that support them. Generative agents bring new expressive power to agent-ba…