Believed but Not Said: Measuring Hidden Belief Collapse in Multi-Agent LLM Discussions

Liangjie Huang, Henry Peng Zou, Wei-Chieh Huang +3

LLM systems increasingly rely on groups of agents that discuss, critique, and check one another, assuming that peers will catch individual errors. We test this assumption against a…