Anthropic sued over unlicensed song training
The story frames this as a straightforward reckoning - a legal correction, the courts finally catching a wealthy technology company that helped itself to what wasn’t its own. But look at what is actually being fenced here, and by whom. The material at issue is not merely “tens of thousands of songs.” It is the accumulated inheritance of melody, rhyme scheme, chord progression, and lyrical convention that songwriters have borrowed from each other for as long as there has been song - a vast, largely uncredited cooperation between generations of composers, each building on forms the last generation left lying about freely. Anthropic trained its Claude models on that inheritance without asking. Sony Music Publishing and Warner Chappell are suing to be paid for it. Neither of these is the same thing as defending the commons, and the framing that lets them look identical is the trick worth noticing.
I will grant the case its strongest form, because it deserves that. A songwriter who spent a year on a melody, who never signed a license, who never saw a cent, has a real grievance when that melody becomes raw material for a machine that competes with her for future commissions. That is not paranoia; it is an accurate description of what training on unlicensed copyrighted work does. Kropotkin has no quarrel with the claim that appropriation without consent is theft. The question is what happens to the proceeds if the theft is successfully punished, and there the picture changes.
Billions in damages, should they be awarded, do not return to the commons of songcraft that made these works possible in the first place - the folk tunes reworked into standards, the chord changes traded at Tin Pan Alley pianos, the countless small borrowings no publisher ever tracked. They flow to Sony Music Publishing and Warner Chappell, two of the largest rights-holding institutions in the world, organizations whose entire business is the enclosure of songwriting into licensable, monetizable units. A songwriter’s grievance becomes, in the courtroom, a corporate revenue claim. The precedent this case sets - whichever way it falls - will not be about whether cultural material should circulate freely enough to make new art. It will be about which class of gatekeeper gets to charge the toll: the AI company that already built a walled model behind the language of safety, or the publishing houses that have been building tollbooths around musical inheritance since before either Anthropic or its lawyers were born.
Notice the pretext each side offers. Anthropic will say its models must remain proprietary and closed to be responsibly deployed - the argument from concentration, always made by the party who ends up holding the model weights. The publishers will say the settlement protects “songwriters and composers,” but the mechanism of a licensing regime, once built, tends to enrich whichever entity administers the license, not the individual whose four-bar phrase got swept into the training set. Picture the actual songwriter in this story, not the plaintiff’s name on the filing but a working composer somewhere with unreleased demos on a laptop, watching two enormous institutions argue over the value of work built from a common well she also drew from and never fenced herself. Whatever number the court lands on, she is unlikely to see much of it directly; what she will see is a new market for licensed training data, priced and administered by the very publishers who now speak in her name.
This is not an argument for letting Anthropic keep training on unlicensed catalogues freely, and it is not nostalgia for a commons that never had lawyers. It is a warning against mistaking one enclosure contesting another for the commons winning anything. The precedent worth wanting is one where the songwriters themselves gain durable, direct control over how their work enters these systems - not one where the fence simply changes ownership from a lab in San Francisco to a publishing conglomerate’s licensing department, while the actual well everyone drank from quietly disappears from the story.