If you only have a social URL, download then verify, and expect lost credentials. Do not treat compression noise as upscaling or as an AI fingerprint.
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How to verify an AI video
Prefer original exports. Platform downloads often contain only transcoded pixels. Roma parses the container and samples up to five frames.