Omni-Decision: Evidence-Ledger Planning for Omni-Modal Agents

T1Covered by 1 source · first reported by arXiv at 25 Sept, 04:00 UTC

arXiv:2607.11433v3 Announce Type: replace Abstract: Omni-modal agents must seek evidence across video, audio, web pages, and computation to answer questions. Their main bottleneck is planning: noisy multimodal observations accumulate in conversation history and disrupt later decisions, while…

science

Sources

• T1Omni-Decision: Evidence-Ledger Planning for Omni-Modal AgentsarXiv25 Sept, 04:00