[xpct]

Could you elaborate on the AI Music tool? My impression was that it's used as a one-shot generation tool. I don't know much about music but I imagine artists need intermediary steps, track separation, instrument customization and other stuff I'm oblivious about. Without these, it's hard for me to imagine it being used for professional work.

[hmokiguess]

The frontier music models, the paid/pro Opus 4.8 equivalent ones, are more capable now, and Suno has a "harness" like Claude Code on their Studio tool that lets you iterate on the generation by doing stem splitting, track separation, edits that stay within the tempo, rhythmic structure, etc.