Requiring licenses for AI training data can stifle research, competition, and free expression. It complicates socially beneficial machine learning, favors tech monopolists, and limits artistic creation. Fair use safeguards innovation and access, while copyright expansions disproportionately benefit large publishers. Sustainable solutions focus on enhancing protections without hindering AI’s potential for good.












