Licensing

June 22, 2026

AI Model Training Data Rights: Copyright, Fair Use, and Licensing

Training AI models on copyrighted works carries real infringement risk, but the case law is now split rather than one-sided. Recent federal rulings have found model training transformative while treating the use of pirated copies as infringing. This guide covers fair use analysis, licensing options, and risk mitigation strategies.