Victor KuznetsovandClaude Opus 5.5 32791ee832 Record the FLUX.2 klein Google brackets from four Gemini accounts ...

Three of four Google carriers clear with klein at or below 0.20, where it
matches qwen-zimage's PSNR at 0.35, beats its LPIPS, and keeps the objects
qwen-zimage redraws. The fourth is detected at 0.10 and inconclusive at 0.20,
so there is no Google operating point yet.

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

2026-09-27 15:49:57 -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 Google brackets from four Gemini accounts

2026-09-27 15:49:57 -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 Google brackets from four Gemini accounts

2026-09-27 15:49:57 -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