Google Says Uploading to YouTube Consents to AI Training. Independent Artists Say That’s “Outrageous.”
When independent artists uploaded their music to YouTube, they agreed to the platform’s terms of service. That agreement, Google now argues in federal court, granted the company a broad, royalty-free, worldwide license to use that content however it sees fit, including to train Lyria 3, its AI music generation model. The argument, revealed in a motion to dismiss filed June 8 in the US District Court for the Northern District of Illinois, has set off alarm bells across the independent music community because of what it implies: that every artist who ever uploaded music directly to YouTube may have unknowingly handed Google the legal right to use that music as AI training data, forever, with no additional compensation or consent required.
The lawsuit Google is seeking to dismiss was filed in March by a group of independent artists including New York singer-songwriter Sam Kogon, Los Angeles composer Magnus Fiennes, Atlanta producer Michael Mell, R&B group Attack the Sound, father-and-son folk rock duo Stan Burjek and James Burjek, and Chicago band Directrix, as a proposed class action on behalf of all independent artists harmed by Google’s AI training. Their 118-page complaint alleged that Google copied roughly 44 million audio clips and 280,000 hours of music from YouTube to train Lyria 3, citing Google’s own published research papers from 2022 and 2023 that described exactly that kind of large-scale audio extraction, neither of which mentioned a license, a consent mechanism, or a single rights holder whose permission was sought. Most of the named plaintiffs had previously brought similar copyright lawsuits against Suno and Udio, making the Google case a direct extension of the independent artist litigation campaign that has been building since October 2025. Art Threat
What makes Google’s legal strategy fundamentally different from the approach taken by Suno and Udio is that Google is not relying on fair use. Suno’s central defense in its pending Massachusetts case is that training an AI on copyrighted music constitutes transformative fair use under copyright law, a theory that a federal judge may rule on as soon as July 2026. Google is bypassing that argument entirely. Because Google owns YouTube, it occupies a unique position: rather than arguing it had the right to scrape the internet without permission, it is arguing it already has a license, granted by every user who agreed to YouTube’s terms of service. Those terms, which Google cited from a 2019 version, grant YouTube and its affiliates a “worldwide, non-exclusive, royalty-free, sublicensable and transferable license” to “reproduce, distribute, and prepare derivative works” from uploaded content. The words “artificial intelligence” do not appear anywhere in those terms. Neither does the word “training.”
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The independent music community’s reaction to that argument has been swift and pointed. Ron Gubitz, executive director of the Music Artists Coalition, called the terms of service “too generic” to constitute informed consent for AI training, telling Billboard: “It was not written with AI training in mind. Consent should be specific and forward-looking, not using a checkbox from however long ago, because that was not the artists’ intent. They were not agreeing to have their music and videos provided as training data for something that could be a competitor for them.” Ian Harrison, CEO of the American Association of Independent Music, described the situation as “troubling,” noting that it applies specifically to user-generated content uploaded directly to YouTube, not the catalog of major labels, which negotiate individual licensing agreements with YouTube that likely include AI-specific guardrails. As UMG CEO Lucian Grainge confirmed on an earnings call last year, the major labels have secured “really important guardrails and protection for our artists and writers around Gen AI content” in their YouTube licensing deals. Independent artists without major label backing have no such protection.
The attorney for the indie artists pursuing the Lyria 3 case, Ross Kimbarovsky of Loevy and Loevy, the same firm behind separate class action lawsuits against Suno and Udio in Illinois, put the artists’ position bluntly: “Google hasn’t shown a single plaintiff ever agreed to its terms of service. And no version of those terms has ever said a word about AI training. Artists put music online to reach listeners, not to hand a four-trillion-dollar company free raw material for a product built to replace them.” The plaintiffs will file opposition papers fighting Google’s motion to dismiss in the coming weeks.
The legal question of whether YouTube’s terms of service actually cover AI training may turn on a doctrine called unconscionability. Music litigator Ken Anderson, who has been following the case, told Billboard he believes the artists may have a credible opening to argue the terms are unenforceable as a “contract of adhesion,” a contract a party has no meaningful choice but to sign. “YouTube is one of the most necessary outlets for anybody who wants to have a career in popular music,” Anderson said. “End of discussion. There is no alternative.” Whether the contract is also “unconscionable,” the second prong required to void it, is a harder call, and Anderson acknowledged the statistical success rate for that argument is low. But the broader implications if Google prevails are significant: if a court finds that uploading to YouTube constitutes a license for AI training, Google would have no need to negotiate bespoke agreements or pay independent artists anything for AI training, and other major platforms with similar terms of service, including Meta, could be inspired to make the same argument about user-generated content on Instagram and Facebook. For the independent music economy built around direct-to-fan distribution and platform-native discovery, the implications extend well beyond one lawsuit.
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