Do "True" and "False" Add Up to One? Complement Consistency in LLM-Agent Opinion Simulations.

arXiv:2610.32874v1 Announce Type: new Abstract: In LLM-agent opinion simulations, each agent reports the probability that a claim is true after seeing its own previous probability and the probabilities reported by its neighbors, and that number becomes its sta