My claim is that there are other steps such as those that haven't been made yet, that there are tools on the order of "causal graphical models" that we are missing.

I thought you hired Jessica for exactly that. I have these slides and everything that I was so sad I wouldn't get to show you because you'd know all about probabilistic programming after hiring Jessica.