Things I would use AI for in music production:

1. Generating track layouts (add tracks + empty audio/midi clips throughout)

2. Generating MIDI sequences

3. Generating Serum patches

4. Extracting stems from existing audio

5. Automating common workflows (eg sidechaining)

6. Semantic search of sample library

That being said, I don't think I want a full agentic workflow for vibe-producing. Point solutions seems like a better fit for me, personally.

I’ve had some fun building simple instruments in the browser using AI and piping midi to Live, then munging from there [0]. The whole principle of fully AI generated music leaves me cold but AI as a sort of sidechain to the creative process seems potentially interesting.

[0] https://variousbits.net/2026/02/22/building-generative-music...

Generating MIDI sequences

https://www.muse.art/home