A federal judge approved a $1.5 billion settlement for authors whose pirated books trained the Claude chatbot. Anthropic will pay roughly $3,000 per work to thousands of claimants. This ruling establishes a massive financial precedent for training data liabilities. Legal teams must now quantify the cost of unlicensed datasets in future model development.