Category Verify & Trust

No single detector can prove an image is authentic. This explainer introduces a five-layer approach combining provenance, watermarking, fingerprinting, forensic detection and human review.

How can you tell whether a photo is real? A plain-English guide to AI labels, Content Credentials, watermarking and provenance — and why proving origin matters more than simply spotting visual mistakes.