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Applied AI·July 13, 2026·1 min read

Meta’s AI detector can’t catch its own cropped fakes

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If cropping defeats a first-party detector for its own watermarked images, you can’t treat provenance tooling as a reliable control in production. Assume image authenticity checks are adversarial — teams shipping user-generated content need layered defenses, not a single vendor’s watermark detector.