Victor Kuznetsov 1cc504bb55 Add provider v2: diversity training eliminates document leakage ...

Same diversity-training insight applied to the provider cascade. Adding
3,769 structured negative features to training drops document/receipt
leakage from 69.8% to 5.1%, UI from 10% to 4.3%, fashion from 5-15% to
0-3%. AI recall improves: OpenAI 84% (was 75%), Google 88.8% (was 79%).
Photo leakage 1.4%. Worst regression: memes 47.9% (was 27%).

pre-commit: 1) maintain.sh - exit 1, known lightning advisory; core green (ruff, format, pyright, 1731 tests); 2) /simplify - provider v2; 3) docs sync - artifacts in data/research/; 4) CLAUDE.md - no changes

2026-08-29 22:35:58 -07:00

..

images/qwen-zimage

Restructure documentation, validate metadata removal, consolidate assets

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

ai-generated-image-classifiers.md

Add provider v2: diversity training eliminates document leakage

2026-08-29 22:35:58 -07:00

cli.md

Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

2026-08-28 11:18:08 -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

Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

2026-08-28 11:18:08 -07:00

development.md

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

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

index.md

Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

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installation.md

Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

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known-limitations.md

Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

2026-08-28 11:18:08 -07:00

legal-and-safety.md

Restructure documentation, validate metadata removal, consolidate assets

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

module-internals.md

Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

2026-08-28 11:18:08 -07:00

python-api.md

Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

2026-08-28 11:18:08 -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 0.34.0

2026-08-27 21:08:07 -07:00

research-doubao-distillation.md

Rewrite internal watermark pipeline and preserve behavior

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

supported-signals.md

Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

2026-08-28 11:18:08 -07:00

synthid-classifiers.md

Record wild-AI audit, Meta provider class, and stock-negative expansion

2026-08-27 09:49:30 -07:00

synthid-detector-removal-plan.md

Document modern-negative taxonomy audit and classifier doc split

2026-08-26 12:29:52 -07:00

synthid-detector-research.md

Document modern-negative taxonomy audit and classifier doc split

2026-08-26 12:29:52 -07:00

synthid-oracle-ladders.md

Document modern-negative taxonomy audit and classifier doc split

2026-08-26 12:29:52 -07:00

synthid-removal-research.md

Document modern-negative taxonomy audit and classifier doc split

2026-08-26 12:29:52 -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

Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

2026-08-26 12:39:05 -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

Merge remote-tracking branch 'origin/main' into docs/arxiv-paper-review

2026-08-28 11:18:08 -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

Align watermark content with detector coverage

2026-08-27 20:05:03 -07:00