Who Owns the Song the Machine Wrote?

Introduction

Generative AI is the latest wave to hit music. And unlike its predecessors, it doesn't just change the distribution of music. It changes the creation of it. A person with no musical training can now type a sentence and receive a professionally-produced full song in seconds. That capability is already on streaming platforms. Whether it's legal, ethical, or both is being answered in real time in courtrooms, boardrooms, and the streets.

The Legal Landscape

Universal Music Group and Warner Music Group filed copyright lawsuits in 2024 against Suno and Udio, arguing that training on copyrighted music without license or compensation constitutes infringement. Warner settled, striking what Music Business Worldwide called a "landmark" licensing deal — the first between a major label and an AI music generator. Universal continued active litigation.

In a 2026 memo, UMG CEO Sir Lucian Grainge targeted companies "validating business models that fail to respect artists' work and creativity, and promote the exponential growth of AI slop on streaming platforms." The legal landscape remains genuinely unsettled — the U.S. Copyright Office and federal courts are still working through the core question of substitution.

The Artists' Stakes

The musicians, songwriters, session players, and producers whose work trained these models received nothing. Music Business Worldwide has called 2026 the year artists should consider collective action and unionization, drawing explicit parallels to the Hollywood writers' and actors' strikes. This isn't just about financial compensation. It's about what the creative economy is for.

Closing Reflection

AI-generated music is competent. It follows the rules. What it doesn't have is the accumulated experience of a particular human life finding expression in sound. The question underneath the legal battles — what do we owe the people whose creativity makes the machine's learning possible? — is a human question. And it deserves a human answer.

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Sources

Music Business Worldwide. Sir Lucian Grainge Talks AI Music in 2026 Memo. https://www.musicbusinessworldwide.com/sir-lucian-grainge-talks-ai-music-superfans-in-2026-memo-taking-swipe-at-firms-validating-business-models-that-fail-to-respect-artists-work/

Music Business Worldwide. Warner Music Group Strikes Landmark Deal With Suno. https://www.musicbusinessworldwide.com/warner-music-group-settles-with-suno-strikes-first-of-its-kind-deal-with-ai-song-generator/

Nature HSSC. Generative AI Art and Copyright Governance. 2026. https://www.nature.com/articles/s41599-026-07311-y

arXiv (PREPRINT). Towards Responsible AI Music. March 2025. https://arxiv.org/pdf/2503.18814