Victor KuznetsovandClaude Opus 5.5 a103b4ec15 Record the FLUX.2 klein global-stage measurement ...

Stock Flux2KleinInpaintPipeline feeds the clean source back as reference
tokens, so it copies the source and OpenAI SynthID survives strength 0.30.
Without those tokens klein clears OpenAI between 0.05 and 0.20, at lower
fidelity than qwen-zimage at its floor. Google is unmeasured: the Gemini
Verify AI tool answered with a tool error or quota limit, which also casts
doubt on two of the earlier color-restoration "inconclusive" rows.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

2026-09-27 15:17:26 -07:00

..

image-source-hf

Add verified publication path for image source model

2026-09-25 13:25:20 -07:00

images/qwen-zimage

Restructure documentation, validate metadata removal, consolidate assets

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

photo-classify-hf

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -07:00

source-classify-hf

Upgrade to OpenCV 5 with frozen Hershey templates and tighten video marks

2026-09-23 19:19:00 -07:00

agent-skill.md

Automate Space pin and lengthen the ComfyUI waiter

2026-09-11 10:19:25 -07:00

ai-generated-image-classifiers.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

audio-provenance-experiment.md

Add audio and video watermark benchmark oracles, cohorts, and research studies

2026-09-07 18:23:18 -07:00

benchmark-kernel.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

c2pa-resolution-research.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

chroma1-engine-research.md

Record the FLUX.2 klein global-stage measurement

2026-09-27 15:17:26 -07:00

cli.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

code-and-documentation-audit.md

Fix sharpening quantization and cross-platform regression tests

2026-09-08 19:25:44 -07:00

code-provenance.md

Add real watermark fixtures and expand provider coverage

2026-09-05 13:12:58 -07:00

controlnet-removal-pipeline-research.md

Merge the docs/arxiv-paper-review research line into main (#95)

2026-09-01 11:37:32 -07:00

development.md

Release 0.40.0 with Qwen symbol, ONNX classify, identify attribution

2026-09-10 23:04:58 -07:00

external-benchmark-licensing.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

index.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

installation.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

known-limitations.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

legal-and-safety.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

module-internals.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

photo-classify-training.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

photo-classify.md

Pin published ONNX classifier snapshot

2026-09-10 20:07:33 -07:00

provider-oracles.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

python-api.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

qwen-improvement-research.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

release-and-distribution.md

Add pinned OpenAI and Google image source classifier

2026-09-25 14:23:01 -07:00

research-doubao-distillation.md

Rewrite internal watermark pipeline and preserve behavior

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

research-sweep-2026-09.md

Record the FLUX.2 klein global-stage measurement

2026-09-27 15:17:26 -07:00

source-classify.md

Add pinned OpenAI and Google image source classifier

2026-09-25 14:23:01 -07:00

supported-signals.md

Merge origin/main into docs/library-research-landscape

2026-09-26 23:52:29 -07:00

synthid-classifiers.md

Add source pipeline classifier runtime

2026-09-15 23:17:48 -07:00

synthid-detector-removal-plan.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

synthid-detector-research.md

Calibrate provider-specific invisible removal profiles

2026-09-15 16:38:17 -07:00

synthid-oracle-ladders.md

Scrub private infrastructure detail and move the GPU harnesses out

2026-09-08 09:29:12 -07:00

synthid-removal-research.md

Record the FLUX.2 klein global-stage measurement

2026-09-27 15:17:26 -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

Scrub private infrastructure detail and move the GPU harnesses out

2026-09-08 09:29:12 -07:00

synthid.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

text-protection-research.md

Point certification artifacts at the private archive by key only

2026-08-31 18:33:39 -07:00

verification-plan.md

Complete visible signal discovery scanner

2026-09-13 17:46:29 -07:00

video-synthid-quality-research.md

Record the video SynthID measurements and park the investigation

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

videoseal-temporal-evaluation.md

Fix output preservation, research validation, and documentation drift

2026-09-08 19:07:10 -07:00

watermark-forgery-study.md

Add paid-service captures, aggregator attribution, and provenance vetoes

2026-09-26 14:32:53 -07:00

watermarking-landscape.md

Add a Higgsfield DoP capture

2026-09-26 21:17:27 -07:00