> Flow and diffusion models are mathematically demanding subjects - which is why many lectures restrict themselves to teaching high level intuition.

I appreciate this - I hope norms develop to clearly identify whether learning materials / courses are about intuition or deeper applications that don't shy away from full prerequisites. They both have their place, but can be hard to find the latter amidst the sea of introductory materials that merely give intuition.