Step 1 of 5
The End-to-End Visual Consistency Architecture: Systems Engineering for Cinema
Systems Engineering for Multi-Shot Consistency
Move beyond prompt-and-pray randomness. Establish a rigorous four-tier consistency architecture: Biometric facial locking, invariant wardrobe descriptors, global lighting color models (--sref), and chained keyframe sequence injection across multiple scenes.

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