AI RESEARCH

Reinforce to Learn, Elect to Reason: A Dual Paradigm for Video Reasoning

arXiv CS.CV

ArXi:2604.04379v1 Announce Type: new Video reasoning has advanced with large multimodal models (LMMs), yet their inference is often a single pass that returns an answer without verifying whether the reasoning is evidence-aligned. We