The use of copyrighted works for AI training or machine learning is subject to specific authorizations/licenses which need to be secured by AI developers in advance. To best protect their rights, all copyright owners should clarify their position on this as an additional guarantee. WIN has produced guidance for copyright owners in the independent sector on reservation of rights regarding AI use of music, which is available here. If you have any questions please contact ai@winformusic.org.