What is Is This Image AI-Generated?
Is This Image AI-Generated — Checking whether an image is AI-generated combines forensic analysis (noise fingerprints, frequency-domain artifacts, metadata, compression history, texture statistics) with visual inspection for the systematic errors generative models still make.
This question — is this image real? — is now part of basic media literacy: AI images headline fake news, drive romance scams, fabricate product reviews, and win photo contests. The reliable answer combines two things this page provides. First, the forensic tool: generative models synthesize images statistically unlike cameras, leaving fingerprints in noise and frequency space that survive casual re-sharing; the detector reads five such signals without your image ever leaving the browser. Second, the human checklist below — the systematic errors generators still make — because the strongest verdicts come from forensics and inspection agreeing, and because you'll often need to judge images where you can't run any tool (a projected slide, a printed flyer, someone else's phone).