Jia-Lu Li

OmniSeek: Native Tool Integration for Multi-turn Audio-Visual Reasoning

OmniSeek is presented, an agentic framework that transforms an Omni Large Language Model into an active, multi-turn reasoning agent with native tool use that learns adaptive cross-modal evidence seeking and consistently improves audio-visual reasoning performance.