How to find and fix the shots that give away a generated video
Tell Vizard Agent to clear the errors that make the video look generated. It watches the finished render hunting specifically for morphing, physics that do not hold and visual artifacts, names the shots that fail, and regenerates only those. The edit, the narration and the timing stay exactly as they were.
What do you type into Vizard Agent?
Ask for the class of problem rather than a specific fix. You are asking Vizard Agent to audit the cut, not adjust it, so say out loud what the audit should look for. You don't need to find the shots by timecode first, because it still holds the prompt and settings behind every generated shot.
Prompt
What does Vizard Agent actually do?
The audit is a different kind of looking from the review at the end of a build. A frame grid tells you whether the edit works, but it won't show a hand that changes between frames or a boat moving in a way water does not allow. That needs the video watched as motion, with the tells named in advance. In the session behind this article it:
- Built a generated short the normal way: narration, a music bed and the shots generated in the target frame, with every shot probed to confirm its resolution and frame rate.
- Added sound effects, an outro card and styled subtitles timed to its own transcribed narration, then assembled the timeline and probed the compiled cut.
- Extracted frames across the timeline and reviewed them as a grid.
- Scanned the compiled video for artifacts, morphing and physics errors, and named the shots that failed.
- Regenerated the failed shots in two batches at the same durations, so the narration, subtitle timings, music and outro were untouched.
When does this not work well?
An audit finds the shots that break, but it cannot make a generator do something the generator cannot do. Some subjects fail reliably however many attempts they get: close-up hands doing fine work, readable text inside the scene, complex crowd motion, a specific real person whose likeness drifts, and long continuous takes.
Common questions
Can it check a video it did not make? Yes. Vizard Agent watches any upload for the same failure types.
Does regenerating change the length? No. Vizard Agent rebuilds each failed shot to the same duration.
What are the most common tells? Hands, text in scene, water, and objects changing shape mid-shot. Vizard Agent looks for all four.