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Reject the uncalibrated text-manifest tiling and verify Content Seal transforms

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Tiled diffusion was never provider-oracle calibrated with verified text
restoration: the tiled VAE donor path ran anyway and produced results no
oracle had certified. The combination is now rejected at both the
pipeline and the engine seam (ValueError with the reason), and the CLI
help no longer implies support. The invisible help is generalized and
the metadata container list corrected (MKA/OGA/Opus/AAC).

scripts/contentseal_transforms.py reproduces the deterministic crop,
resize, and JPEG variants of the Content Seal corpus from manifest.csv,
hash-verifying every output; its README gains scripts/README.md context
and new data tests. The corpus README is honest about the one crop the
daily oracle limit left unchecked, and the eval CSVs carry the updated
verdicts. The byte-scan SynthID suppression hoists its soft-binding
lookup so the guard is computed once.

Staged on top of 0.33.1; no version bump in this commit.
This commit is contained in:
Victor Kuznetsov
2026-08-27 16:53:34 -07:00
parent 834342db07
commit 17408b958e
44 changed files with 492 additions and 172 deletions
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docs/python-api.md
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@@ -644,10 +644,10 @@ engine.remove_watermark(
Install `remove-ai-watermarks[text-restoration]`. The manifest schema and safety
constraints are documented in the CLI guide. The engine verifies its decoded RGB
hash before loading the diffusion models and rejects SDXL, downscaling, and
postprocessing combinations that were not evaluated. Tiling is allowed: the VAE
donor uses the same overlapping tiles as the global pass. `InvisibleOptions` exposes the
same field for `remove_all`; after a visible-stage edit, the manifest must be built
against the staged pixels rather than the pristine source.
postprocessing combinations that were not evaluated. Tiling is also rejected because
the combined tiled-restoration path has no provider-oracle calibration. `InvisibleOptions`
exposes the same field for `remove_all`; after a visible-stage edit, the manifest must
be built against the staged pixels rather than the pristine source.
Use manifest schema 1 for manually reviewed text plus script metadata. Automated
operators that verify only text-region geometry should emit schema 2 lines with a