I think producing new and interesting music with AI tools will require models that allow for far more granularity, tweaking multiple tracks / layers, and this has to be exposed through a more professional and capable UI. It has to go hand-in-hand if it's going to be treated as anything other than a novelty or a toy.

Vibe coding has improved significantly in tandem with UI innovations that provide a more intuitive interface to the workflow. Although in the vibe coding space there's still a lot of room for innovation and exploration, especially when doing detailed task development.