Verified Talking-Head Auto-Editor
I released this editor as a public record of how I build AI systems. DeepSeek makes bounded creative decisions. Measured timelines, validators, and source-referenced gates keep the model from grading its own work.
- DeepSeek V4 Pro plans cuts, punch-ins, b-roll, graphics, and diagrams through a versioned contract
- Frame-indexed video and sample-indexed audio keep every splice on one 30 fps timeline
- Independent gates check speech, lip sync, visuals, geometry, audio identity, and the delivery receipt
- MIT licensed with 68 automated safety tests and worked failure fixtures