Comment by throwaway_bob

You do realize that these things were already being studied in the 90's, right? The Grefenstette paper mentioned in this article makes use of an architecture from Das et al. in 1992. More generally, people have been talking about functional programming and relationships with AI since there was functional programming. However nice Colah's blog post is, he most certainly did not come up with any of these ideas first.