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Furthermore, AI upscaling tools are becoming a threat. Scammers are trying to upscale MP3s to FLAC using AI. The movement is the only bulwark against this, providing provenance —a traceable history of the file from physical disc to digital copy.

to look into the actual audio data of your FLAC files. It generates a "fingerprint" to identify the track even if the filename or current tags are wrong. Automatic Quality Validation flacbros upd best

FLAC is widely considered the superior format for digital archives due to several technical advantages: Furthermore, AI upscaling tools are becoming a threat