Ai Video Generation
How to Evaluate AI Video Models With a Reproducible Test Set
A reproducible AI video model evaluation that adapts VBench’s dimensions to the shots, constraints and review costs of a creator workflow.
Creator topic
Ai Video Generation
Practical filming, scripting, lighting, audio, editing and production workflows for creators.
Ai Video Generation
Measure AI Video by Cost per Usable Shot, Not Cost per Generation
A model-agnostic way to budget AI video around accepted footage, with a clearly labeled illustrative production and a reusable review scorecard.
Ai Video Generation
Inside “Air Head”: What a Three-Person AI Film Reveals About Production
A production-focused reading of the early Sora short that treats generation as raw material and keeps human direction, selection, sound and disclosure vis…
Ai Video Generation
Keep Characters Consistent Across AI-Generated Video Shots
A director-style continuity workflow for keeping identity, wardrobe, props, scale and lighting coherent across generated shots.
Ai Video Generation
A Responsible AI Video Workflow From Prompt to Disclosure
A production workflow for using generated or altered video while protecting consent, accuracy, provenance and audience trust.