How do they deal with models with a stochastic element (most of generative AI)? Not sure how you intend to prove sampling. Are they going to perform (mathematic

How do they deal with models with a stochastic element (most of generative AI)? Not sure how you intend to prove sampling. Are they going to perform (mathematical) analysis on every single normal distribution in the model?