Prototype
PixelGuard AI
A media-forensics demo combining metadata, fingerprints and error-level analysis.
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The vision
Present inspectable evidence and uncertainty instead of a definitive authenticity claim.
The problem
One signal cannot establish whether an image was generated or edited.
Our idea
Run metadata and compression checks in the hosted demo without an AI key; model-assisted analysis requires a key in a local setup.
What it does
- Metadata and provenance inspection
- Error-level analysis heatmap
- Evidence report with explicit limitations
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