Network Topology Does Not Matter: The Breakdown of Classical Consensus in LLM Populations.

arXiv:2610.37699v1 Announce Type: cross Abstract: As multi-agent language model networks become widely deployed, predicting their collective behavior is a critical challenge. Classical distributed consensus theory relies on network topology to predict converge