What Are Latest Cutting-Edge Applications in Generative Modeling?

Like everyone else, I've been playing with the new release of Stable Diffusion recently, and marveling at its output. I want to know what else is out there that makes use of Generative Modeling. What are the newest and most exciting things in development? I really want to know.

I can already see Generative Modeling being used for music. But beyond just artwork, what are other big fields or practical applications? What about CAD, for example? If a Machine Learning model was trained on enough CAD files of various types, could it learn how to design machinery, equipment, vehicles, buildings, etc? If a Machine Learning model was trained on lots of DNA samples categorically labeled according to their phenotypes, then could it learn how to make living things?