Detection systems are being embedded across the entire music pipeline: in the tools used to train models, the platforms where songs are uploaded, the databases that license rights, and the algorithms that shape discovery. The goal isn’t just to catch synthetic content after the fact. It’s to identify it early, tag it with metadata, and govern how... See more

Rather than detecting AI music after it spreads, some companies are building tools to tag it from the moment it’s made. Vermillio and Musical AI are developing systems to scan finished tracks for synthetic elements and automatically tag them in the metadata.

The study estimates that the music industry has lost over £10 million in revenue to AI-generated content, but this is likely just the tip of the iceberg. Consider that one North Carolina musician, with a relatively small-scale operation, was allegedly able to generate hundreds of thousands of fake tracks, rack up billions of plays, and syphon off... See more