Generative Photographic Control for Scene-Consistent Video Cinematic Editing

This is like giving a film colorist and cinematographer an AI co-pilot: you set the desired cinematic look for a scene (mood, lighting, style) on a few frames, and the system automatically applies consistent, realistic photographic changes across the entire video without flicker or glitches.