Independent musicians flooded X on June 19 with screenshots and fury after The Atlantic published a searchable database exposing music used to train Suno, Udio, and related AI models. One producer revealed 138 tracks from her 2017-2024 catalog appeared in the datasets, calling it near-total theft of her life's work.
🔍 What the Datasets Reveal
The Atlantic uncovered four major datasets circulating in AI developer circles: one with 12 million tracks, another with 9 million, and two smaller ones exceeding 100,000 songs each. These include hits from Taylor Swift, Billie Eilish, Nirvana, the Beatles, Bad Bunny, Miles Davis, and tens of thousands of independent artists. Many link back to YouTube scrapes and Spotify rips, bypassing terms of service. Suno outputs have been shown duplicating elements of Michael Jackson's "Thriller," Ed Sheeran's "Shape of You," and Chuck Berry classics.
Google's Lyria reportedly trained on the Free Music Archive subset, while Stability AI accessed similar collections. The largest dataset would take 91 years to listen through end-to-end. All were downloaded thousands of times on AI data-sharing hubs, according to research papers cited in the report. As of mid-2026, Deezer reports 44% of its catalog flagged as AI-generated while Spotify purged 75 million spammy AI tracks.
😡 X Erupts With Calls for Class Actions
Posts quoting Sophiaaaahjkl;8901's viral thread gained thousands of likes and reposts within hours. One high-engagement reply from @jeandeauxmusic demanded updates on the class-action timeline, praying for bankruptcy on those involved. Another artist labeled Suno "shameful and criminal" for profiting off undiscovered creators without consent or compensation. Multiple users tagged the posts calling for collective legal action, referencing ongoing suits and recent judicial rulings.
A federal judge recently denied Udio's motion to dismiss DMCA claims tied to unauthorized copyrighted music use. While Warner Music settled with Suno in late 2025 and partnered on licensed models, and Universal settled with Udio to co-develop platforms, Sony remains in active litigation against both. The American Federation of Musicians sued the settling labels in early June, arguing the deals violate labor agreements by letting AI firms use members' recordings without direct compensation to artists.
📉 Impact on Independent Creators
Many X users shared stories of spending years building catalogs only to see them fuel commercial AI tools that now compete directly with human musicians. Reactions ranged from "poison pill" techniques developed by electronic artists to outright demands to "dismantle" Suno entirely. The database allows any musician to check their presence in the training data, democratizing discovery but amplifying the sense of violation industry-wide.
Despite safeguards claimed by AI companies, duplicated stylistic elements and direct recreations continue appearing in generated tracks. Settlements with two majors haven't slowed Suno, which now generates millions of songs daily and raised $400M during litigation. Independent creators, however, remain largely unrepresented in these deals.
Bottom line: The Atlantic database has turned abstract training data complaints into concrete, searchable evidence, supercharging the legal and cultural backlash against unlicensed AI music models.
DRULES AI