WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory

A new research framework called WorldDirector has been developed, enabling controllable video generation with persistent object memory. It decouples semantic motion planning from visual rendering through LLM coordination of 3D trajectories and camera movements. This approach ensures strict physical logic and appearance stability.

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