Color Mismatch Is Why Your AI-Generated Video Looks Fake Next to Real Footage
Three months into cutting a corridor sequence for Lost Garden, I dropped a wide shot next to a close-up I’d already approved—same room, same torch, same night, at least on paper. On the timeline, they looked like two different locations. The close-up ran warm and a little hazy. The wide shot was cooler, cleaner, almost clinical. I checked the prompts: nearly identical. I checked the seed log: different generations, same model, same day. Nothing in my usual checklist explained it.
Here’s what I eventually figured out, and it isn’t really about prompts: an AI-generated clip carries no camera metadata at all, so every shot that leaves a generator ships with its own arbitrary white balance and its own contrast curve. Nothing will match until you build a deliberate color pipeline on top of the generation step, not instead of it. That pipeline is what this article is about.
Why...
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