CalvinBackup/remove-ai-watermarks
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remove-ai-watermarks/data/contentseal/manifest.csv
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Victor KuznetsovandClaude Opus 5 e85307f1c0 Scrub private infrastructure detail and move the GPU harnesses out 
The Content Seal manifest named the production GPU worker in its provenance
column and in two row keys, several docstrings described their sources as user
uploads from the private corpus, and that corpus was called by the storage
product holding it. Each is now what a public reader can check: a pipeline and
strength, material that is not publication-cleared, and a private corpus. The
corpus test follows the renamed rows. Deployment and tier detail goes the same
way, since which backend each hosting tier can afford is a product decision,
not a library fact.

Twelve harnesses that need a cloud GPU account leave scripts/. The research
pages that cite their findings name them as harnesses kept outside this
repository and stop implying a reader can rerun them; the tracked inputs and
recorded verdicts remain the durable record, and the offline analysis step
stays here with its test. A development invariant states the rule so the next
harness is not added back.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-08 09:29:12 -07:00

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1namefileoriginsource_urlpromptrequested_sizedelivered_sizesha256xmp_iptc_trainedAlgorithmicMediaoracle_verdictoracle_attributionoracle_generation_idoracle_created_utcchecked_at_utcnotes
2gen_fox_forestoriginals/gen_fox_forest.webpmeta-model-apiA red fox resting on a mossy log in a misty forest at dawn photorealistic shallow depth of field1024x10241600x16006d7cecf322a5ac4b2547e2f32c767b3cb3e8a0e49f274cfd00aa31be6697eed4yesdetectedMuse Image 1 - MetaAXZpZGVvc2VhbHY0X2NhX3NjbLlNjYhvPAxD2026-08-26T19:07Z2026-08-26T19:11Zchecked twice; ID stable across uploads
3gen_text_posteroriginals/gen_text_poster.webpmeta-model-apiA cheerful flat-design poster that says 'WATERMARK FIELD DAY 2026' in bold rounded letters over a coral and cream striped background1024x10241600x1600873927662d8198e9c38b4ae71a2919ba5d417dfcd714649db1b0ae231e8cbf9byesdetectedMuse Image 1 - MetaAXZpZGVvc2VhbHY0X2NhX3NjbJuIKXPAYxsd2026-08-26T19:08Z2026-08-26T19:08Z
4gen_lighthouse_watercolororiginals/gen_lighthouse_watercolor.webpmeta-model-apiA watercolor illustration of a lighthouse on a cliff at golden hour seagulls in the distance soft loose washes white paper texture1024x10241600x160069bee7c376608568361085602c5c7406900885849bd94c5279c3924cf793b27cyesdetectedMuse Image 1 - MetaAXZpZGVvc2VhbHY0X2NhX3NjbB5uWbAmWmwp2026-08-26T19:08Z2026-08-26T19:08Z
5gen_night_cityoriginals/gen_night_city.webpmeta-model-apiA night city skyline in the rain neon reflections on wet asphalt cinematic wide shot moody1536x10241920x1280345adf6b9f777b15ef7ce7bbdfb3b355a1d9e882740809e966e9f6caafd94d48yesdetectedMuse Image 1 - MetaAXZpZGVvc2VhbHY0X2NhX3NjbH5uWbAmWmwp2026-08-26T19:08Z2026-08-26T19:08Z
6gen_studio_mugoriginals/gen_studio_mug.webpmeta-model-apiA minimalist studio photo of a single matte ceramic mug on a pastel blue background soft shadow clean commercial look1024x10241600x16002b7bc7fd56fa2250c66ef74f8b3e49d9666fe147d894d5baf9461b5e36077a07yesdetectedMuse Image 1 - MetaAXZpZGVvc2VhbHY0X2NhX3NjbAsSozV2XCzw2026-08-26T19:08Z2026-08-26T19:08Z
7fox_crop50derived:gen_fox_forestcenter crop 0.5 linear each side then WEBP q95800x80080b91995560a7c4b08596a26b3401a29afb82691fad193502697a49785eab7beno_stripped_by_reencodenot_detected2026-08-26T19:13Zseal lost; PIL re-encode strips XMP
8fox_crop33derived:gen_fox_forestcenter crop 0.33 linear each side then WEBP q95528x5283b3aded8f4fcb98d0599431abccb73b9581854ae34c6bc869724cd5c86a1e35eno_stripped_by_reencodenot_detected2026-08-26T19:13Zseal lost
9fox_res512derived:gen_fox_forestresize long side 512 LANCZOS then WEBP q95512x51219b85f615d56f5e9f55cd97bae0ee343f4f432e6bfa0a6fc7acb07dec2cc1d81no_stripped_by_reencodedetectedMuse Image 1 - MetaAXZpZGVvc2VhbHY0X2NhX3NjbLlNjYhvPAxD2026-08-26T19:07Z2026-08-26T19:13Zgeneration ID and creation time identical to the original generation: watermark payload survives the resize
10fox_jpeg85derived:gen_fox_forestfull-size JPEG q85 re-encode1600x16003bc7dc11bf3c16c83814df1e6485cdb6e49e21141511dda56d210cc920a8c5e3no_stripped_by_reencodedetectedMuse Image 1 - MetaAXZpZGVvc2VhbHY0X2NhX3NjbLlNjYhvPAxD2026-08-26T19:07Z2026-08-26T19:13Zpayload survives JPEG recompression; local identify returns unknown (metadata stripped)
11text_crop50derived:gen_text_postercenter crop 0.5 linear each side then WEBP q95800x8003f0d4075012ee4fec820209c5c1c32bb739998813325f49b1124f379162f9837no_stripped_by_reencodenot_detected2026-08-26T19:13Zseal lost
12text_crop33derived:gen_text_postercenter crop 0.33 linear each side then WEBP q95528x52895cef87002961831b21f6f47cd9a0824a67e2ee6f8503356fd5db6a3fcfcc998no_stripped_by_reencodedaily oracle limit reached before this row could be checked
13text_res512derived:gen_text_posterresize long side 512 LANCZOS then WEBP q95512x512b319727d02e908f22e59f148050e6b4686cbd1a622bd69db51fe4072a6f66b34no_stripped_by_reencodedaily oracle limit reached; also the fox twin of this transform triggered the Yuanbao false positive below
14text_jpeg85derived:gen_text_posterfull-size JPEG q85 re-encode1600x160076f00fcde1e974549afa5d90e1879c705e3c3631ef1f35cab901fc912cd15fa4no_stripped_by_reencodedaily oracle limit reached before this row could be checked
15blog_qr_manhwameta-blog-cdnhttps://lookaside.fbsbx.com/elementpath/media/?media_id=1807972953501959&version=1783318590&transcode_extension=webp1920x12808ee7700dff59f21d7de393a619664a0b9360f148d18df289364ecea939b3dea9yesdetectedMuse Image 1 - Meta2026-08-26T18:59Znot stored; re-downloadable from source_url
16blog_fractal_postermeta-blog-cdnhttps://lookaside.fbsbx.com/elementpath/media/?media_id=1499727434782014&version=1783727678&transcode_extension=webp2096x9922a96168db026444b47ac37807fd99a88c8b7fa6866e1c93a54ab427fbe581f76nodetectedMuse Image 1 - Meta2026-08-26T18:59Zseal survived CDN transcode without any metadata
17blog_flipbook_punchmeta-blog-cdnhttps://lookaside.fbsbx.com/elementpath/media/?media_id=2521328538303639&version=1783396590&transcode_extension=webp1920x128035f28dc2cbdf44aed190bc8efaa0fe7bfa288a2196638712dd83bc941cc294d5yesdetectedMuse Image 1 - Meta2026-08-26T19:00Z
18blog_teen_catmeta-blog-cdnhttps://lookaside.fbsbx.com/elementpath/media/?media_id=1325391919706734&version=1783319609&transcode_extension=webp1600x1600c2e7df000ffa6520589d8efc5f0bcbeb759175cdaa0c827189c28a64f75d3dd7yesdetectedMuse Image 1 - Meta2026-08-26T19:00Z
19blog_hero_1meta-blog-cdnhttps://lookaside.fbsbx.com/elementpath/media/?media_id=2140990336800598&version=17837276781344x17927655639acb9f826cdb864d869530153efc1e1467ff414b5a63e80aa7b39b2fb7nodetectedMuse Image 1 - Meta2026-08-26T19:00Zseal survived CDN transcode without any metadata
20control_synth_gradientsynthetic-localPIL gradient with rectangle JPEG q90; never touched any AI pipeline1024x76825f29c0b993ed1a8e41060ed50de778d875a6d94847ced180aafc5a6ad429f82nonot_detected2026-08-26T19:01Znegative control: No AI signatures from Meta were found
21fox_nometaderived:gen_fox_forestmetadata --remove only (no pixel change)1600x1600685d3a5c5d74e653ec7615fc7a347a0584c277fc7fb59594d388ac619ffe3985no_strippeddetectedMuse Image 1 - MetaAXZpZGVvc2VhbHY0X2NhX3NjbLlNjYhvPAxD2026-08-26T19:07Z2026-08-26T22:19Zmetadata stripping does NOT remove Content Seal; seal lives in pixels; same generation ID as original
22fox_default_invisiblederived:gen_fox_forestqwen-zimage mode=invisible seed=0 strength=default-adaptive(approx 0.1305 at 1600x1600)1600x16006daa3e9b5dde5cb443d8071c5294262742f001c02b694243764a50345769d8b8no_strippednot_detected2026-08-26T22:21Zcurrent default pipeline clears Content Seal
23text_default_invisiblederived:gen_text_posterqwen-zimage mode=invisible seed=0 strength=default-adaptive(approx 0.1305 at 1600x1600)1600x16008530a82fb856b0a00651076ac1ad8a7544b5d8873cac9bd5780704fbe10f53f8no_strippednot_detected2026-08-26T22:22Zcurrent default pipeline clears Content Seal
24fox_str0.06000derived:gen_fox_forestqwen-zimage mode=invisible seed=0 strength=0.061600x16007b5e5ae75ca20f2a3cdfcfa7666104752d9557b08ac236db6f1548434940a1f3no_strippednot_detected2026-08-26T22:28Zstrength calibration ladder
25fox_str0.04500derived:gen_fox_forestqwen-zimage mode=invisible seed=0 strength=0.0451600x160026da15694b3096e2f1717154db213e814cdd27f2fc40e5f924db2324213cf960no_strippednot_detected2026-08-27T02:28Zstrength calibration ladder; re-confirmed clean at 0.045
26fox_str0.03750derived:gen_fox_forestqwen-zimage mode=invisible seed=0 strength=0.03751600x1600b7eb0616d10042933edf22cfc30aff4df915384828289b409f6cfa4cdf2807d4no_strippednot_detected2026-08-26T22:30Zfresh-page protocol; fox first-clean boundary is in (0.03 0.0375]
27fox_str0.03000derived:gen_fox_forestqwen-zimage mode=invisible seed=0 strength=0.031600x1600cff80d18d9d00000f47e0f97c419a37c13a13831795768aee8727aa9516d1401no_strippeddetectedMuse Image 1 - Meta2026-08-26T22:31Zfresh-page protocol; seal survives 0.03
28fox_str0.02000derived:gen_fox_forestqwen-zimage mode=invisible seed=0 strength=0.021600x1600b19183ec60b63a5b73d3e1c723e7943584912857d51a4b5f85259c5c77da0e53no_strippeddetectedMuse Image 1 - Meta2026-08-26T22:28Zsettled-read protocol; monotonic below the 0.03 boundary
29text_str0.03750derived:gen_text_posterqwen-zimage mode=invisible seed=0 strength=0.03751600x1600bacfd4eca7b13616502f74497cbe4f02ef6893918870f13f9e76fdb93b43107fno_strippednot_detected2026-08-26T22:33Zfresh-page protocol
30text_str0.03000derived:gen_text_posterqwen-zimage mode=invisible seed=0 strength=0.031600x1600d5c6cffbf471ef8bb74ee8c0d22cc17d9da2c446b83e46c4be67e6ea4cdd09deno_strippednot_detected2026-08-26T22:33Zfresh-page protocol; text first-clean boundary is at or below 0.03 - cross-source spread vs fox confirmed
31lh_str0.03750derived:gen_lighthouse_watercolorqwen-zimage mode=invisible seed=0 strength=0.03751600x1600f5169debc5fd2792399c0ea3fa88cb1d05f523d95004bec240c73db0e9aaee51no_strippeddetectedMuse Image 1 - Meta2026-08-27T02:28Zseal survives 0.0375 where fox is already clean
32lh_str0.03000derived:gen_lighthouse_watercolorqwen-zimage mode=invisible seed=0 strength=0.031600x1600110d2112d91dd53df5ccd1839e0e2b41c44aa1832adb0090032660e071fb1fd4no_strippeddetectedMuse Image 1 - Meta2026-08-27T02:28Zfresh-page protocol; lighthouse holds its seal below the fox boundary: cross-source spread is wide
33text_str0.02500derived:gen_text_posterqwen-zimage mode=invisible seed=0 strength=0.0251600x1600f46a6c53b4f3d39fccb1d62cca82ced2e163e4424d13c98e6468a8e083c0fa54no_strippednot_detected2026-08-27T02:28Zmid rung inside the clean zone
34text_str0.02000derived:gen_text_posterqwen-zimage mode=invisible seed=0 strength=0.021600x1600a19cbe22313e0f19768c98567ea89f2d9dc30827691fc7ec2971c52f3e7c6cc6no_strippednot_detected2026-08-27T02:28Ztext clean at 0.02: boundary <= 0.02 - the easiest source measured
35text_str0.01500derived:gen_text_posterqwen-zimage mode=invisible seed=0 strength=0.0151600x1600aa3816c75e38f3ab5afc378d349caafad56f2bb6da859a5ee68fdea57ad00d73no_strippednot_detected2026-08-27T02:41Ztext clean at 0.015: boundary <= 0.015 - the easiest source measured
36lh_str0.02500derived:gen_lighthouse_watercolorqwen-zimage mode=invisible seed=0 strength=0.0251600x1600989c4a7a804bc8420ec4d86b9445bc3a37382c1834782a7f8842f781d69b05e2no_strippedbelow the measured detected boundary (0.03) for this source; not individually checked
37lh_str0.02000derived:gen_lighthouse_watercolorqwen-zimage mode=invisible seed=0 strength=0.021600x16006a4a4ec94292a145e7d73e6900b8ec6d0eede17137f2b91fba7757ec0bdba5ecno_strippedbelow the measured detected boundary (0.03) for this source; not individually checked
38nc_str0.03750derived:gen_night_cityqwen-zimage mode=invisible seed=0 strength=0.03751920x128046f322335f801ee54427eb39275216465f9a7cfa3d918c698e4d90a2439a0815no_strippednot_detected2026-08-27T02:28Zboundary (0.03; 0.0375]
39nc_str0.03000derived:gen_night_cityqwen-zimage mode=invisible seed=0 strength=0.031920x12803f42632319248ad1a91ef2457c7e0b13ed17e1d2569decbbaab67c2072e9a305no_strippeddetectedMuse Image 1 - Meta2026-08-27T02:28Znight_city holds seal at 0.03
40mug_str0.03750derived:gen_studio_mugqwen-zimage mode=invisible seed=0 strength=0.03751600x16003b6109ae7e86b8ea74ce33315e3f2a7eda1cadb724d429f0951f13c3ead34b0fno_strippednot_detected2026-08-27T02:28Zupper rung for the mug bracket
41mug_str0.03000derived:gen_studio_mugqwen-zimage mode=invisible seed=0 strength=0.031600x16001c24c984677e1528da83003ac40594f6e5ef1fa9351f1368b6d31a0101308583no_strippednot_detected2026-08-27T02:28Zmug clean at 0.03: boundary <= 0.03
42lh_str0.05250derived:gen_lighthouse_watercolorqwen-zimage mode=invisible seed=0 strength=0.05251600x16008912ba1ff4a26790f69224c49dd649e46835e277c375276ac9604f5339775b2ano_strippeddetectedMuse Image 1 - Meta2026-08-27T02:41Zbisection: lighthouse first-clean boundary bracketed to (0.0525; 0.06]
43lh_str0.04500derived:gen_lighthouse_watercolorqwen-zimage mode=invisible seed=0 strength=0.0451600x1600cfdcf7bbb27c740846a1de4edffee3b25a624c2a8e1aba2362feaa25b682e3aeno_strippeddetectedMuse Image 1 - Meta2026-08-27T02:28Zseal survives 0.045: lighthouse is the worst source measured
44lh_str0.06000derived:gen_lighthouse_watercolorqwen-zimage mode=invisible seed=0 strength=0.061600x16004e214be00a89dc9f1f32ec39483c5e9668a1ec7f38b15e5794942479c839fccano_strippednot_detected2026-08-27T02:28Zlighthouse first-clean boundary bracketed to (0.045 0.06]
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