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News/Omni-Decision: A Progressive Evidence-State Agent System for Omni-Modal QA
arxiv
PublishedJuly 14, 2026 at 4:00 AM
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Omni-Decision: A Progressive Evidence-State Agent System for Omni-Modal QA

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Publisher summary· verbatim

arXiv:2607.11433v1 Announce Type: new Abstract: Omni-modal evidence-seeking QA requires agents to answer questions whose evidence is sparsely distributed across videos, audio, images, web pages, and computation results. Existing agentic multimodal systems often leave evidence in scratchpads, tool tr

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