OmniReasoner: Thinking with Long Audio-Video via Native Tool Use

Yu Chen, Caorui Li, Ziyu Xiong +8

Long audio-video reasoning is difficult for omnimodal LLMs because the decisive evidence is often sparse, cross-modal, and too expensive to preserve with uniformly high-fidelity in…