Ambient Music in the Age of AI Reproduction

AI-generated ambient music constitutes only the most recent phase in the systematic commodification of the genre. Streaming platforms encourage short, utilitarian, playlist-oriented 'mood' tracks, in which the artists' intentions and the context of production are deliberately rendered opaque. In this space, the proliferation of AI-generated pieces is reconfiguring the ambient music market, exploiting unrecognized labour for the training datasets and enabling asymmetrical, unfair competition. To which extent can ambient music be technically reproduced by AI algorithms? What do generative AI models understand to be ambient music and what are their intrinsic limits? A qualitative study has been undertaken, combining online ethnography and music analysis of a vast repertoire of AI-generated ambient music, ultimately revealing how AI mimicry reflects human idiosyncrasies surrounding the genre.