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Temporal Consistency and Identity Drift in AI Video

Why characters, lighting, and objects change between frames or shots in generated video, and what continuity failure looks like.

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Why AI Videos Still Can't Fool You | Temporal Consisteny Explained

Temporal consistency in AI video generation is a theoretical constraint requiring models to maintain identity and environmental coherence across space-time dimensions rather than treating frames as i…