2026
OPINION CONSENSUS FORMATION AMONG NETWORKED LARGE LANGUAGE MODELS
ICASSP 2026poster
Can classical consensus models predict the group behavior of large language models (LLMs)? We examine multi-round interactions among LLM agents through the DeGroot framework, where agents exchange text-based messages over diverse communication graphs. To track opinion evolution, we map each message…