Bayesian generative models are logically and mathematically on a better foundation than deep learning's "It works but we don't know why". Bayesian models can be

Bayesian generative models are logically and mathematically on a better foundation than deep learning's "It works but we don't know why". Bayesian models can be proven to be optimal under more flexible assumptions than deep learning. They are also more in line with human like common sense reasoning. Not sure how to make them computationally tractable however. We'll see, I guess...