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The Suno Ruling AI Music Companies Were Dreading

A Munich court's finding that Suno's model memorized and reproduced protected GEMA-repertoire songs is the first major European verdict to attach real financial liability to AI training data, not just abstract fair-use arguments.

6
Songs proven memorized
2M+ songs
Training set size
Munich Regional
Court
TC
Trace Cohen
Early-stage VC & angel · Founder, New York Venture Partners
August 3, 2026
1 min read
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THE RUNDOWN

1

Munich Regional Court found Suno liable for copyright infringement after evidence showed its model had memorized and could reproduce six GEMA-represented tracks verbatim, including "Forever Young" and "Daddy Cool," from a training set of more than two million scraped songs

2

The court found liability on two separate legal grounds -- training on GEMA-repertoire songs sourced in the US, and then storing and reproducing them within Europe -- giving rights holders two independent paths to sue rather than one

3

This is the first major European ruling to attach real financial liability to AI training data itself, rather than settling the question on fair-use or terms-of-service grounds the way most prior AI copyright disputes have

4

Every AI music and video company now has a concrete legal template to worry about: a court finding that specific, named songs can be extracted from a model verbatim is a much narrower and harder-to-defend claim than a general fair-use argument

TC

The VC Read · Trace's Take

Trace Cohen

This is the ruling every AI music and video company has been dreading, because it's not about fair use in the abstract -- it's a court finding that specific, named songs came back out of the model close to verbatim. That's a much narrower, harder-to-defend claim than the fair-use fights AI companies have mostly been winning so far. If you're building or backing generative-media companies, model memorization testing needs to move from a nice-to-have to a pre-launch legal requirement.

Analysis

A Munich Regional Court ruled that Suno is liable for copyright infringement, finding the AI music company's model memorized and reproduced protected songs from German rights organization GEMA's catalog -- the first major European verdict to attach real financial liability to AI training data rather than settling the question on fair-use grounds alone. Evidence presented at trial showed Suno's model had memorized and could reproduce six GEMA-represented tracks verbatim, including "Forever Young" and "Daddy Cool," out of a training set built from more than two million scraped songs.

The court found liability on two separate legal grounds: training on GEMA-repertoire songs sourced in the US, and then storing and reproducing them within Europe. That two-track finding matters because it gives rights holders independent legal paths rather than a single fair-use argument to overcome, meaningfully raising the bar AI music and video companies have to clear.

“The court found liability on two separate legal grounds: training on GEMA-repertoire songs sourced in the US, and then storing and reproducing them within Europe.”

This is the ruling every AI music and video company has been dreading, because it isn't about fair use in the abstract -- it's a court finding that specific, named songs came back out of the model close to verbatim. What to watch: whether GEMA or other European rights organizations file follow-on suits against other AI music generators using the same memorization-based theory, and whether Suno appeals or settles.

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@Trace_Cohen·t@nyvp.com