There is no mention of "learning algorithms" or stuff of that nature in the post. Its a different approach:

"But if one’s already made knowledge computable, one doesn’t need to do that kind of natural language understanding. All one needs to be able to do is to take questions people ask in natural language, and represent them in a precise form that fits into the computations one can do."

The nlp involved is quite different from the mainstream direction.