No tool can reliably detect every AI image, and you should distrust any that claims to. What you can do is check the evidence a file actually carries: many generators embed signed C2PA Content Credentials asserting AI involvement, some add detectable watermark signals, and metadata often holds hints — a generator's software tag, or the complete absence of camera fields. MetaMarshal reads all of that on your device so you can verify what's checkable and disclose honestly.