I wonder if the new GenAI architecture namely DDN or distributed discrete networks being discussed recently can outperform the conventional architecture of GAN and VAE. As the name suggests, it can provide multitude of distributions for training and inference purposes [1].

[1] Show HN: I invented a new generative model and got accepted to ICLR (90 comments):

https://news.ycombinator.com/item?id=45536694