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How Musicians Can Get Paid for Training AI

IEEE Spectrum AI Oliver Bown June 17, 2026
How Musicians Can Get Paid for Training AI
AI Summary— plain English for professionals

# Musicians Are Getting New Ways to Earn Money When AI Uses Their Songs Musicians have traditionally made money every time their work is used—whether it's streamed, played on radio, or covered by others—but AI companies have been training their systems on music without clear payment agreements. New startups like Sureel are now creating ways for artists to get paid when their songs are used to train AI music generators, similar to how they earn royalties from other uses of their work. This shift could turn AI training from what many see as unpaid copying into a fair business arrangement where artists benefit each time an AI company builds on their creative work.

Musicians are accustomed to getting paid each time their creative work is used. Across vinyl/CD sales, streams, radio, cover versions, and those numerous niches like karaoke, there are agreements in place about what “use” means. Underlying this is a simple economic principle: The more something is u

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