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Add registered SynthID phase probing
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@@ -279,8 +279,20 @@ decision. Source labels therefore remain suitable for vendor triage and hard
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negative evaluation, not for establishing a SynthID detector without
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counterfactual or oracle watermark labels.
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The protocol, exact limitations, and next experiments are recorded in the
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[`detector and removal research plan`](synthid-detector-removal-plan.md).
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A later low-content matrix also rejected wavelet energy and normalized
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wavelet-shape classifiers: they separated real target outputs from artificial
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flat, Gaussian, and phase-random controls, then accepted 61.6-100% of real
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external negatives. The surviving branch is narrower. A provider-specific
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1536x2816 phase carrier detected all four temporal-test positives, bounded
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translation registration recovered all four one-pixel shifts, and the joint
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phase/support rule produced zero positives on 194 frozen negatives. A
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scale-and-translation discovery rule also produced zero positives on a
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preregistered 3,000-image COCO challenge, but every COCO image was outside
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carrier support and the scale threshold was selected post hoc. The result is
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therefore a positive-only, geometry- and epoch-specific expert with abstention,
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not a universal SynthID detector. Exact measurements and remaining calibration
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gates are in the
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[`detector and removal research plan`](synthid-detector-removal-plan.md#2026-08-10-low-content-controls-and-registered-phase-carrier).
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A controlled study (June 2026, clean v0.8.6 with text/face protection OFF,
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native resolution on this repo's default SDXL pipeline) measured the minimum
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