Belief Coevolution in a Social Network of Generalist and Specialist Large Language Models: A Controlled Study

Large language models (LLMs) are increasingly deployed in multi-agent environments. However, the processes by which beliefs form and propagate among interacting LLMs remain poorly understood. We introduce CoevolveSim, a framework for studying belief diffusion within networked LLM populations. Coevol