AI Training Controversies in the music industry center on the unauthorized use of copyrighted music to train AI models. Major record labels including Universal, Sony, and Warner have sued AI music companies like Suno and Udio¹, alleging copyright infringement for training algorithms on millions of songs without permission or compensation². The controversy involves debates over fair use, licensing requirements, and whether AI companies should pay royalties to rights holders³. These legal battles are shaping the future of AI-generated music and copyright law.