AI-Driven Market Dilution in the music industry refers to the potential for an increased volume of independent, AI-assisted music releases to dilute the overall royalty pool, making it more challenging for labels to monetize their core artist roster¹. This phenomenon can lead to revenue fragmentation and impact the valuation of music catalogs², as well as raise concerns about the dilution of artist brand and authenticity³.