MAVEN: Multi-Agent Verification-Elaboration Network with In-Step Epistemic Auditing

Yinsheng Yao, Jiehao Tang, Zhaozhen Yang +1

While explicit reasoning trajectories enhance model interpretability, existing paradigms often rely on monolithic chains that lack intermediate verification, allowing early errors…