Victor KuznetsovandClaude Opus 5 37789e02f6 Vectorize the DWT-DCT decode path, 15x on the decoder ...

Output stays bit-identical: decoder bits and detector verdicts recorded over
200 sampled data/ images plus two synthesized carriers before and after, and
the record is byte-identical.

Measured on a 1536x2816 image -- decoder 0.280s to 0.016s, warm identify()
1.757s to 1.365s with both arms timed in one process.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

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

..

images/qwen-zimage

Restructure documentation, validate metadata removal, consolidate assets

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

cli.md

Support Python 3.11 through 3.14

2026-08-12 15:52:11 -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

Verify every doc claim against the source and fix what drifted

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

development.md

Support Python 3.11 through 3.14

2026-08-12 15:52:11 -07:00

index.md

Release 0.26.2 and document distribution surfaces

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

installation.md

Support Python 3.11 through 3.14

2026-08-12 15:52:11 -07:00

known-limitations.md

Support Python 3.11 through 3.14

2026-08-12 15:52:11 -07:00

legal-and-safety.md

Restructure documentation, validate metadata removal, consolidate assets

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

module-internals.md

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

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

python-api.md

Add versioned forensic metadata transports

2026-08-05 21:10:55 -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

Release 0.26.2 and document distribution surfaces

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

research-doubao-distillation.md

Rewrite internal watermark pipeline and preserve behavior

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

supported-signals.md

Harden TrustMark detection with an official fixture

2026-08-09 21:08:09 -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

Fix SynthID provenance evidence and release 0.26.1

2026-08-06 18:17:40 -07:00

text-protection-research.md

Verify every doc claim against the source and fix what drifted

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

verification-plan.md

Fix what the verification pass found in the knob removal

2026-08-03 16:31:39 -07:00

video-synthid-quality-research.md

Make the video SynthID operating point measurable and hard to move silently

2026-08-05 11:17:38 -07:00

watermarking-landscape.md

Improve C2PA attribution and ByteDance metadata handling

2026-08-08 19:34:40 -07:00