Who Gets Paid When AI Trains on Your Song? Follow the Suno Money.

Blue Note style collage of an AI music licensing money trail, with a legal complaint folder, torn royalty slip, split sheet, locked dataset box, coin tokens, licensing folder, and magnifying glass on a black field.
Florencia Flores··11 min read

On June 5, the union that represents the people who actually played on a lot of the records you grew up with accused two of the biggest record companies in the world of doing the thing everyone assumed the AI companies would do.

The American Federation of Musicians sued Warner Music Group and Universal Music Group, alleging the labels licensed recordings made by AFM members to the AI music startups Suno and Udio without paying the players or telling them it happened. The complaint landed in the Southern District of New York as case 1:26-cv-04760, and you can read it yourself on CourtListener. Reuters and the Hollywood Reporter both covered it the same week.

Two days earlier, Suno said it had raised more than $400 million.

Hold those two facts next to each other, because that is the whole story. The money is real now. The fight is no longer only about whether AI should be allowed to learn from music. That argument is still alive in court, but money is already moving around it. The fight is about who gets a chair when the money is counted, and who only finds out their work was in the deal after the wire transfer clears.

The AI music money stopped being hypothetical

Blue Note style collage of AI music funding and licensing artifacts: blank settlement folders, a locked model box, coin tokens, a cracked court seal, contract bundles, and paper shards on a black field.
The money moved before the ledger opened.

For about two years, the AI music story was a horror movie with no body. Everyone was scared, nobody could point to the damage, and the numbers people threw around were guesses. That changed fast.

Start with Suno. In its own Series D announcement, the company said it raised over $400 million at a $5.4 billion post-money valuation, figures Music Business Worldwide corroborated alongside reporting that Suno has around two million paying subscribers and a couple hundred employees. A company that, two years earlier, the record industry was trying to sue into the ground is now worth more than most independent labels will earn in their lifetimes. And Suno said the new money would fund its first music model built "in partnership with the music industry."

That phrase is the tell. The posture flipped.

Rewind to 2024. The RIAA announced landmark lawsuits against both Suno and Udio, and the industry's chief legal officer Ken Doroshow framed them as straightforward copyright infringement: unlicensed copying of sound recordings at massive scale. MIT Technology Review laid out the stakes. The majors were the plaintiffs. The AI companies were the defendants. The line was clean.

It did not stay clean. As Courthouse News put it, the startups that angered the industry started angling to join it. Suno's Mikey Shulman and Udio's Andrew Sanchez stopped sounding like disruptors and started sounding like licensees.

Then the deals arrived. Warner Music Group and Suno announced a partnership that settled their prior litigation and promised licensed AI music experiences, with opt-in for artists and songwriters covering name, image, likeness, voice, and compositions. Suno described it as a new chapter. Warner and Udio announced their own licensed music creation service. Universal and Udio announced strategic agreements for a licensed AI platform of their own.

In roughly a year, the industry went from "this is theft" to "this is a product line." Some of the lawsuits became term sheets. Others are still live: Universal and Sony are still litigating against Suno, and Sony is still pressing its case against Udio, so the underlying copyright question is not fully resolved. But the center of gravity moved.

The lawsuits did not end the AI music fight. They moved part of it behind closed doors.

That is the backdrop the AFM walked into. The money is on the table. The only open question is whose name is on the split sheet.

The union is not suing the AI. It is suing the deal.

Blue Note style collage of an old recording labor contract colliding with a new AI licensing deal: blank contract folders, split-sheet circles, a locked royalty ledger, torn session sheets, and a broken wax seal.
The fight is not only about training data. It is about who was included in the deal.

Here is the part most coverage blurs, so read it slowly. The AFM did not sue Suno. It did not sue Udio. It sued Warner and Universal, the labels, the companies that signed the AFM's own contracts.

The mechanism is a clause buried in a document almost no independent artist has ever read: the Sound Recording Labor Agreement, the master contract the AFM negotiates with the major labels covering union musicians on major-label recordings. Inside it sits a "new use" provision. In plain English, when a recording made under that agreement gets used for something beyond its original purpose, the labels are supposed to bargain over it and pay the musicians again. Complete Music Update walked through the breach theory: the union alleges that licensing those recordings to AI companies is exactly that kind of new use, and that the labels did it without the disclosure or compensation the contract requires.

Everything in that paragraph is an allegation. The case has been filed, not decided. Universal told Reuters it has "been at the forefront of protecting the rights and advancing the interests of artists and songwriters in the age of AI," and said the AFM "chose this route during our collective bargaining negotiations," which it plans to keep working through. Warner did not immediately comment. But notice what the theory exposes, win or lose.

The session player who tracked horns on a record in 2014 had a contract. That contract anticipated reruns, syncs, compilations, the normal afterlife of a recording. It did not anticipate becoming training data for a model that can now generate horns in that style on demand, forever, for $8 a month. Music Business Worldwide summarized the union's claim bluntly: member recordings were licensed to Suno and Udio without compensation or credit. The complaint puts it harder, alleging the labels "protected their own interests and created a significant source of new revenue with the retrospective settlements and prospective licenses," then "refused to compensate the musicians whose work ... is fed into AI machines for profit." That is the gap the union is asking a court to close.

This is not a new grievance wearing a new costume by accident. It is the oldest grievance in the recording business, which is that someone upstream monetizes the performance before the performer sees the terms. AI just made the upstream party richer and the trail harder to follow.

"Consent and compensation" is the slogan. The players are asking where they fit.

The label announcements are full of good words. Opt-in. Consent. Compensation. Artist control. I am not going to pretend those words are meaningless, because compared to scraping the open web and apologizing later, an opt-in licensing framework is a real improvement.

But read the announcements for what they are: statements of what the companies say they intend to do. Warner's Suno release describes opt-in for name, image, likeness, voice, and compositions. It does not describe how a horn player from 2014 gets found, asked, or paid. A promotional release is not an accounting statement, and the gap between those two documents is the entire reason the AFM filed.

The tension is cleanest at the level of who the deals name. The major-label artist, the featured name on the cover, has representation and at least a fighting chance of being in the conversation. The credited songwriter has a publisher who will notice a new revenue category. The uncredited, work-for-hire, union-scale instrumentalist has a decades-old contract and a union that just went to court. Three very different seats at the same table, and only one of them came with a name card.

None of this means the featured artist is fine, either. It means "consent and compensation" is doing a lot of work as a phrase, and the people most exposed are the ones whose consent was arguably pre-signed years ago and whose compensation depends on a clause being enforced now.

If you are independent, you are not even in the building

Everything above is about people inside the major-label system, fighting over how its money gets divided. If you are an unsigned independent artist, the more honest framing is colder: there is no room for you to be left out of, because nobody built you one.

That is the gap the Protect Working Musicians Act is aimed at. Reintroduced in May by Representative Deborah Ross, the bill would create a narrow antitrust safe harbor letting small independent artists band together to negotiate collectively with streaming platforms and generative AI developers, something that current antitrust law otherwise discourages. The coalition site frames it as a way to give independents bargaining power they cannot get one at a time, and the AFM's Tino Gagliardi has called collective negotiation essential to regulating both streaming and machine learning.

Temper the optimism. The bill is H.R. 8994, and GovTrack lists it as introduced, referred to committee, with low odds of enactment. GovInfo confirms the same early status. Most bills die in committee, and forecasting tools exist precisely to keep you from mistaking a press release for a law. Treat this as a signal of where the policy fight is heading, not a rescue that is coming.

The mood among working musicians matches that wariness. In a long-running r/musicproduction thread about the original label lawsuits, producers were not cheering the majors on. The recurring suspicion was that the labels sued to control the technology, not to protect the people who make the music. In another thread, the gallows humor about feeding bad music to poison the models sat right on top of a real fear: anything you put online might already be training input, and you would never get a notice. In r/WeAreTheMusicMakers, the most grounded voices separated art from labor. AI might not replace the song you bleed over first. It comes for the background cue, the sync bed, the jingle, the session date, the production work that pays rent between the songs that matter. That maps almost exactly onto who the AFM is suing for.

Transparency is the actual battlefield

You cannot negotiate over a number you are not allowed to see. That is why the most important recent development is not a deal or a lawsuit headline. It is a sealing order.

In Sony Music's copyright case against Udio, Judge Alvin Hellerstein vacated an order that had kept one specific figure under seal: the total count of audio files Udio used to train its model. Music Business Worldwide covered the same ruling. Sony is now the only major label still suing Udio, after Universal settled in October and Warner in November and both signed licensing deals instead. Udio, for its part, has acknowledged pulling training audio from YouTube. On its own the sealing fight is a procedural footnote. As a pattern, it is the whole game: how much music, whose music, used how, paid at what rate. Those answers live behind confidentiality walls, and every party with leverage prefers it that way.

This is also why the broader policy declarations matter even when they are non-binding. On June 4, the global creators' organization CISAC launched the Paris Commitment at its centenary General Assembly, a gathering of more than 450 attendees, built around principles that include transparency, licensing, consent, and fair remuneration. ABBA's Bjorn Ulvaeus, speaking there, framed human creativity as testimony, a record of a life lived, and called the moment a historic fork for AI licensing. The Human Artistry Campaign has been pushing the same four-word spine for a while: authorization, licensing, transparency, compensation. Complete Music Update cut to the open questions underneath all of it: who makes these AI licensing deals, how do they actually work, and how do the artists and songwriters get paid.

Those are not philosophical questions. They are the questions an artist cannot answer about their own catalog right now. And until the answers stop being sealed, "fair remuneration" is a value, not a payment.

What you can actually control this week

Blue Note style collage of an independent artist catalog paper trail: blank master-file boxes, metadata cards, split-agreement papers, distributor terms folder, registration stamp, archive box, and a closed licensing-room mark.
Clean paperwork is not a shield. It is the first layer of leverage.

Here is where I stop reporting on rooms you are not in and talk about the desk you are sitting at. You cannot make Suno, Udio, Warner, Universal, Sony, or Congress move faster. You can make sure that if and when licensing systems become real, you are findable, provable, and clean on paper. Most independent artists are not.

  • Register your songs and recordings correctly. Publishing money already goes uncollected for boring reasons, mostly broken registration and bad matching, long before AI enters the picture. Our publishing royalties guide walks the PRO and collection pipeline. This is the unglamorous baseline that makes you a payable entity instead of an unmatched line item.
  • Settle your splits in writing before there is anything to split. New revenue categories are exactly when undocumented collaborations turn into arguments. Get the songwriter splits signed while everyone still likes each other.
  • Fix your metadata. Ownership and usage are only traceable if your metadata is clean and consistent across every release. Sloppy metadata is how your work ends up in a dataset with no path back to you.
  • Read your distributor and platform terms for AI language. Some agreements quietly address training, opt-outs, or AI-generated content. Know what you have already agreed to before you sign the next thing. Our music distribution breakdown covers why those terms are now rights infrastructure, not upload plumbing.
  • Use AI opt-out and consent controls where they exist, without overtrusting them. Where a platform offers a toggle, use it. Just do not assume one switch removes your work from everything everywhere. It does not.
  • Keep your masters, stems, and a documented catalog. A clean paper trail is the thing that survives a licensing fight you did not start. We covered the related provenance problem in our piece on AI tools for musicians.

None of this is a force field. It is leverage and legibility, which is what you can build alone while the bigger fights play out.

What not to believe while everyone is panicking

This topic generates confident nonsense, so here is the counter-list.

There is no single button that guarantees your music is excluded from all AI training. Anyone selling you one is selling you a feeling. Opt-outs are partial, platform-specific, and only as good as the enforcement behind them.

A label settlement does not mean every performer on those records automatically gets paid. That assumption is the exact thing the AFM is suing to test. Treat it as contested, not concluded.

Ownership rules for AI-generated output are not uniform across countries. PRS for Music, in the UK, says a work with no human author or insufficient human contribution cannot be registered, while a human-led, AI-assisted work may qualify if it meets originality requirements. That is one society's position under one country's law. Do not generalize it into a global rule for your catalog.

And AI training is not settled as legally requiring a license. The lawsuits are how that question gets answered. Until courts and legislators rule, anyone telling you the law is fixed in either direction is guessing with confidence.

Leverage is the part you actually control

Strip away the valuations and the docket numbers and the story is simple. Value is being assigned to recorded music in a new way, fast, and the default outcome is that the people closest to the music are the last to learn the terms. The session player learns from a lawsuit. The independent artist learns from a blog post. The money moves at the speed of a Series D.

You cannot out-lawyer a $5.4 billion company or out-vote a stalled bill. What you can do is refuse to be invisible and undocumented when the licensing systems finally stabilize. Stay findable. Stay measurable. Keep the paperwork that proves what is yours and the audience relationship that no model can regenerate, because a fanbase is the one asset that does not show up in a training set.

That is the layer NotNoise is built for: clean distribution, smart links, and analytics so your catalog is documented, reachable, and yours, with the marketing infrastructure to keep you visible when new money arrives. It will not win your lawsuit or guarantee you an AI royalty check. Nobody honest can promise that. It keeps you from being the artist whose work was in the deal and whose name was nowhere on it.

The companies fighting over your song already know exactly what it is worth to them. The least you can do is make sure they know exactly whose it is.

Get your catalog documented, distributed, and measurable with NotNoise.

AI music licensingSuno lawsuitUdio lawsuitAI music copyrightmusic rightsindependent artists