Nice. Charlie is the hero we’ve been holding out for. You’re cutting the stems up in Ableton and mixing with additional effects and processing? I don’t have a stance on making music with it will try out stems soon. Awhile back I gave o3 the strudel repl documentation and had it generate some really interesting experiments.