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 books is transformative. This distinction protects AI labs from broader copyright liability. Practitioners now have a stronger legal precedent for fair use in model training.