Victor Kuznetsov 17408b958e Reject the uncalibrated text-manifest tiling and verify Content Seal transforms ...

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.

2026-08-27 16:53:34 -07:00

..

images/qwen-zimage

Restructure documentation, validate metadata removal, consolidate assets

2026-07-25 21:08:04 -07:00

cli.md

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

2026-08-27 16:53:34 -07:00

code-provenance.md

Vectorize the DWT-DCT decode path, 15x on the decoder

2026-08-13 11:59:56 -07:00

controlnet-removal-pipeline-research.md

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

2026-08-27 16:53:34 -07:00

development.md

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

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index.md

Release 0.26.2 and document distribution surfaces

2026-08-09 00:27:10 -07:00

installation.md

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

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known-limitations.md

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

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legal-and-safety.md

Restructure documentation, validate metadata removal, consolidate assets

2026-07-25 21:08:04 -07:00

module-internals.md

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

2026-08-27 16:53:34 -07:00

python-api.md

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

2026-08-27 16:53:34 -07:00

qwen-improvement-research.md

Rewrite internal watermark pipeline and preserve behavior

2026-07-31 16:53:41 -07:00

release-and-distribution.md

Record the ComfyUI sync PyPI CDN race and its rerun recovery

2026-08-25 17:17:17 -07:00

research-doubao-distillation.md

Rewrite internal watermark pipeline and preserve behavior

2026-07-31 16:53:41 -07:00

supported-signals.md

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

2026-08-27 16:53:34 -07:00

synthid-robust-identity-research-2026-06-08.md

Verify every doc claim against the source and fix what drifted

2026-08-04 11:38:04 -07:00

synthid-robust-identity-research.md

Verify every doc claim against the source and fix what drifted

2026-08-04 11:38:04 -07:00

synthid.md

Release 0.31.1 with calibrated provider strengths

2026-08-26 11:22:13 -07:00

text-protection-research.md

Release 0.31.1 with calibrated provider strengths

2026-08-26 11:22:13 -07:00

verification-plan.md

Read the InvisMark soft-binding algorithm and its signed watermark id

2026-08-25 15:54:26 -07:00

video-synthid-quality-research.md

Record the video SynthID measurements and park the investigation

2026-08-15 11:01:14 -07:00

watermarking-landscape.md

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

2026-08-27 16:53:34 -07:00