Calibration Is Not Verification: Falsifiability-Aware Conformal Routing for Mixture-of-Agents

Nada Rahali, Zijia Wang, Zhisong Liu

Multi-agent language systems often treat agreement as evidence, yet heterogeneous agents can jointly repeat an unsupported claim or omit a correct specialist fact. We introduce C-M…