The ReadJuly 15, 2026via The Verge AI
Suno snatched millions of songs from YouTube, Genius, and Deezer
Why it matters
Suno's leaked training data exposes the scale of unlicensed content scraping in generative AI, intensifying legal and regulatory pressure on model builders and raising hard questions about fair use boundaries in the AI economy.
Key signals
- Suno trained on millions of songs scraped from YouTube Music, Deezer, and Genius
- Data exposed via hacking incident after company refused public disclosure
- Multiple lawsuits filed against Suno, including RIAA case alleging copyright infringement
- Suno admitted to use of copyrighted materials in training
- Case raises fair use vs. IP theft debate for generative AI
The hook
Millions of songs. One hacked dataset. Suno's training secrets just became exhibit A in the copyright wars.
So when is fair use actually just stealing? | Cath Virginia / The Verge | Photo from Getty Images
Suno data obtained in a hacking incident has exposed that the AI music generator was trained by scraping millions of songs and lyrics from online audio platforms, including YouTube Music, Deezer, and Genius, 404 Media reports. Given that Suno has avoided revealing what's in its training datasets and how they were acquired, this a rare glimpse into what Suno has actually been taking from online platforms.
That's relevant because Suno has been the subject of several lawsuits that allege it used copyrighted materials to train its AI models. In a notable case filed by the Recording Industry Association of America (RIAA), Suno openly admitted th …
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