bvandeusenandClaude Opus 5
ecbfd83029
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The Patreon teaser is a censored crop of the Discord release, which is the pair whole-image comparison handles worst — a censor bar is exactly the local edit that moves a perceptual hash and blurs an embedding. But the creator exports both from one file and the internal working name survives into both platforms untouched, so the filename answers what the pixels will not. Measured on artist 8 (520 images, 409 tokens): 17 candidate pairs, 14 of them carried by a shared name, no false positives and nothing ambiguous. Ten are byte-identical names either side — ConnFront/ConnFront, LoisLaneTB2/ LoisLaneTB2 — and the signal is orthogonal to timing, reaching a pair 23.8h apart that proximity scores 0.005. Both signals gate on rarity within ONE ARTIST's library, through one shared _rarity so they cannot drift apart again. They already had: the filename side grew a frequency cap and the text side never did, so a habitual emoji scored the same 1.00 as a marker used twice. Measured, on real proposals: the deciding evidence for one pair was 💦 (13 of 300 posts) and for another the word "like" (43 posts). Both now score zero. The cap discards exactly what it should — anya 8, riju 9, undyne 8, bea 16 are character names, and ungated every Anya post would match every Anya drop. A screenshot contributes nothing rather than the date match it could be squeezed for: that date collides across platforms by construction, since the teaser and the release go out the same day. Not yet wired into post_association_service — that is the next commit. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR