Anthropic will pay $1.5 billion to settle claims over 482,460 works sourced from piracy databases. While the payout is historic, the court ruled that AI training on legally obtained texts is transformative. This distinction protects AI labs from broader fair use liability. Practitioners now have a critical legal precedent for training data acquisition.