I can handle the math, but let me warn you: pure chaos without a gate will just dump noise into your ears. Start by framing the loops with a deterministic scheduler, then inject a controlled entropy layer—think Gaussian jitter, not raw riffing. And remember, the neural net only does what you let it, so set boundaries before it starts improvising on its own.

I’ll set up a phase‑locked loop with a fixed tempo, then sample a Gaussian offset for each beat so the rhythm stays on track but never repeats exactly. The net will see a list of predefined patches—bass line, pad, lo‑fi synth wobble, and a few drum textures—so it can remix them, but it can’t invent a new instrument on the fly. That way the music stays predictable enough for the neural net to stay inside its sandbox and we keep the “digital DJ” from turning into a rogue conductor.