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Add video SynthID experiment harness

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Victor Kuznetsov
2026-07-29 21:03:46 -07:00
parent 41b6fd0682
commit c9b8585105
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docs/known-limitations.md
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@@ -79,6 +79,18 @@ For important outputs:
Provider systems can change, so a result verified on one file, seed, or version
is not a permanent certification.
### Video regeneration is research only
The package does not expose a `video invisible` command. The separate
`scripts/video_synthid_sweep.py` harness generates a matched transcode control
and VAE-regenerated candidates for external verification. It deliberately
leaves verdicts empty because neither the metadata proxy nor a visual quality
metric can prove that the pixel watermark is gone.
The control must use the same clip, frame rate, dimensions, and final codec as
the candidates. If the control is not detected by the matching provider oracle,
the experiment cannot attribute a quiet candidate to regeneration.
### Strength is content and seed dependent
For SDXL and ControlNet, the CLI resolves an unset strength from the detected