Disentangling Interaction and Bias Effects in Opinion Dynamics of Large Language Models

Vincent C. Brockers, David A. Ehrlich, Viola Priesemann

Large Language Models are increasingly used to simulate human opinion dynamics, yet the effect of genuine interaction is often obscured by systematic biases. We develop a Bayesian…