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cross-shot consistency

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SmartApe AI
SmartApe AI
Nov 7, 2026 · Artificial Intelligence

ATAS: Agentic Video Generation with Shared World State Across Shots

Researchers from Zhejiang University, Monash University, UC Berkeley, and University of Adelaide introduce ATAS, a framework that maintains a persistent world state with scene and event memories to enable consistent multi-shot video generation across different cameras and agents, validated on four video generators.

ATASagentic video generationcross-shot consistency
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ATAS: Agentic Video Generation with Shared World State Across Shots