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Document SynthID GitHub sweep findings

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Victor Kuznetsov
2026-08-24 20:03:29 -07:00
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@@ -716,6 +716,9 @@ had AUC 0.473, and two prespecified amplitude-aware V4 rerankings reached only
contribution is the solid-reference phase-consensus construction, not either
published single-image threshold. Full methodology and the DALL-E reference-set
confound are recorded in the detector research plan.
A later exact repeat on the hash-disjoint v7 challenge confirmed the same
failure: the published cut accepted 77/200 Google, 76/200 OpenAI, and 27/64
personal cameras, for Google-versus-OpenAI/camera AUC 0.510.
A direct exact-1024 reproduction of the same V4 artifact confirmed rather than
rescued that verdict: the union of its two published profiles accepted 177 of
443 Google rows and 60 of 162 controls. The artifact's floor left only about two