
Atlantic reporter Alex Reisner recently uncovered four datasets of music being used to train AI models and made them fully searchable for the public. Two of the sets are absolutely enormous at 12 million and 9 million tracks. The other two are much smaller, but still represent a significant amount of training data at over 100,000 songs each. According to Reisner, the sets have been downloaded thousands of times and, while it's impossible to know exactly who has used them, Googl
Will The Atlantic's music training data search tool remain publicly accessible by July 5, 2026?
Resolves by Jul 5, 2026
The Atlantic has created a searchable public database documenting millions of music tracks found in datasets used to train AI models. Four datasets containing between 100,000 and 12 million songs each have been discovered, downloaded thousands of times, and confirmed to be used by major AI developers in their research. While these datasets are freely available online, developers typically obtain the audio by downloading from YouTube or Spotify using automated tools that bypass platform terms of service, raising questions about how AI training uses copyrighted material. The Atlantic's AI Watchdog site allows the public to search through the songs and other media being used to train AI systems.

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Last year we featured a lengthy interview with tech journalist/science fiction author Cory Doctorow about his book, Enshittification: Why Everything Suddenly Got Worse and What To Do About It. The prolific Doctorow is back with a provocative new book that serves as a follow-up of sorts, focusing on AI and related issues: The Reverse Centaur's Guide to Life After AI. Doctorow doesn't actually enjoy talking about AI, but he's constantly being asked to comment on it. "I made the tactical error of b
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