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AI Video Papers·2026
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Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation

Weijie Wang, Haomin Zhang +8

Compiles a screenplay into shot requests annotated with explicit location, camera and event-time references to enable spatially and temporally consistent long-form agentic video generation. Uses a scene memory of registered geometry and an event memory of time-indexed observations, reconstructs and registers clips, and only admits updates after review and state checks to reduce cross-shot drift.

#ai-video#video#world-model#long-horizon#ai-agent+3
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