Technical aside all generative AI is denoising. At least all diffusion models, don’t really know the tech behind the rest.

Models made for generation will be able to denoise complete noise, reading things into it, but will also be able to only denoise a little bit. Models made for denoising might lack the capacity and training for a complete denoise to be faster, but ultimately it’s still the same technology.