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AI Historian is an AI agent system that helps historians organize and verify person-centred temporal clues from dispersed historical narratives, reducing the cost of historical research while achieving high accuracy in temporal localization.
This paper introduces OmniScript, an 8B-parameter omni-modal (audio-visual) language model for a novel video-to-script (V2S) task that generates hierarchical, scene-by-scene scripts from long-form cinematic videos. Trained via progressive pipeline techniques including chain-of-thought SFT and reinforcement learning with temporally segmented rewards, OmniScript outperforms larger open-source models and rivals proprietary models like Gemini 3-Pro.