Meta AI Label Inspector & Provenance Diagnostic Investigation Tool

Evaluating C2PA JUMBF Manifests • IPTC digitalSourceType

1. Select Fixture

Drop Any JPEG/PNG Here

Locally parse EXIF, XMP, & C2PA marker headers in-browser

The Verge Context: Meta’s automated classifier checks for IPTC trainedAlgorithmicMedia flags. Because Adobe Lightroom & Photoshop append this tag on microscopic generative healing, authentic photos get branded "Made with AI", while synthetic art without C2PA headers goes unflagged.

2. Provenance Diagnostic

92%
Likely False Positive ('Made with AI' Flag)
Authentic photo with minor generative touch-up. Adobe inserted trainedAlgorithmicMedia assertion, triggering Meta's platform badge despite 98.4% genuine pixel content.
Authentic Area: 98.4% | Synthetic Patch: 1.6%

Detected Manifest & Provenance Headers

Field / Standard Detected Value Meta Heuristic Verdict

3. Instagram Feed Preview

photographer_lens
Verified Creator
Made with AI
♥   💬   ↗
photographer_lens Morning light in the studio. Minor background dust cleanup in Lightroom.

4. Provenance Sanitizer

Removes algorithmic triggers (trainedAlgorithmicMedia & C2PA generation action trees) while retaining camera EXIF and lossless pixel data.

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