I agree, great series of videos, but there's a dependent clause:

> ...when the goal is to show a reimplantation of something as "higher" level as SD.

Implementing autograd is interesting, but it's not directly in service to our main subject (Stable Diffusion) and would be a major yak shave. Comparable in complexity to the original project.