One-page reference: the core problem, the four levers (with train? and best-for), the 2026 model-feature map, the production layering order, and the pitfalls (prompt-vs-reference contradiction, lighting drift, reference strength).
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The book · Volume 6 of 7
AI for Video: A Complete Guide to Intelligence in Video Products: From Models and Inference to Computer Vision, Speech, Search, and Generative Video
This sheet covers character and scene consistency in generated video: four levers, the 2026 model feature map, the production layering order and pitfalls like lighting drift. Volume 6 covers generative video in depth, along with model artifacts, the AI feature lifecycle and deployment choices. Written by Nikolay Sapunov, CEO at Fora Soft.
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