# "Just Regenerate": The Bad-Seed Workaround Culture in AI Video Editing

- Published: 23 September 2026
- Updated: 23 September 2026
- Author: RenderBob team
- Category: Workflow
- Canonical: https://renderbob.io/blog/just-regenerate-bad-seed-workaround-culture

While reference-guided video stays unreliable, working practice is blunt: do not commit a clip until you have looked, delete a stuck result, and switch models when one keeps missing.

Reference-guided video is in the phase where the working method is a set of coping habits. The model is not reliable enough to trust on the first return, and the people shipping sequences already behave that way.

## Look before it is a cut

Do not let a generated clip become a committed timeline asset the moment the progress bar ends. Given the drift described in the previous articles, an editor that auto-places the file sets you up to find, several edits later, that a clip buried in the sequence does not match the reference.

## Delete the stuck result

Adobe Community replies on Firefly tell people to keep prompts short, put the instruction at the front, and avoid Refresh when they are trying to hold a seed. A separate reply, about generations that collapse into the same look, says to delete those results so you are not continuing from a bad seed. Prompting harder at a result that has locked onto the wrong subject rarely talks it into the reference. A fresh attempt does more.

## Change the model, and price the misses

One model will miss a job that another handles. The sequential-clip thread is full of people fighting a tool that swaps models under them. The practical move, when one model keeps ignoring the reference, is to run the same brief on a different one without retyping the prompt and reattaching the image. And the miss rate has a cost. The poster who lost 1,200 credits on three failed Firefly generations had not priced failure in. Treat a first-attempt miss as a normal line item.

Those habits should be the interface: draft placement, one-click regenerate with a new seed, a model switch that keeps the prompt and the reference, and a visible credit count. The Consistency Critic work points at a future where the correction pass makes some of this unnecessary. It is not the button in the products people are fighting with today.