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Author

Peishan Dai

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Jul 2026

Thinking in Video: Can Video Generators Really Reason About the Real World?

The Causal-Generative Dual-Judge (CGDJ) is introduced, auditing World Model Consistency from two perspectives, and analysis exposes audio-visual misalignment, where models verbalize correct causal logic more reliably than they render it, challenging the"world simulator"narrative.

Yongheng Zhang, Guang Yang, Ruihan Hou et al. · 1 citation

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