AI Artist Commercialization in the music industry refers to the integration and utilization of artificial intelligence across various commercial facets, from music creation and production to marketing and distribution. This theme encompasses AI-powered tools that assist artists in generating melodies, lyrics, and even entire compositions, as well as analytical platforms that optimize release strategies by analyzing streaming trends and listener behavior¹. The commercialization also involves discussions around licensing AI-generated content and the potential impact on artists' income and market saturation².