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Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation
Video generators build long videos by composing shorter parts, either by generating segments one after another or by autoregressively extending chunks. Each new part usually depends on memories of historical observations, such as recent frames, selected key frames, memory banks, or cached features.
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