Video models can now be told what physical result you want (like “make this ball move left with a strong push”) using Goal Force, instead of just vague text or a final picture.
EasyV2V is a simple but powerful system that edits videos by following plain-language instructions like “make the shirt blue starting at 2 seconds.”
This paper teaches video-making AI models to say how sure they are about each tiny part of every frame they create.