Research briefs
What a file can actually prove
Your paper, photo, or contest entry got flagged as AI. A detector score is not evidence. I read the actual file: metadata, EXIF, C2PA content credentials, edit history, and the authorship trail, then tell you plainly what it proves, what it does not, and where the evidence stops. You get a written report inside 48 hours with the exact artifacts I checked and their limits, in plain language you can forward to an editor, a client, or a committee. No cushion, no guessing. If the file cannot settle your question, the report says so, and you still get the honest answer. First look is free: send the file and the question and I will tell you whether it is answerable before anything is owed.
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