Isn't that Chomsky's argument here (in this article, not in his approach to linguistics in general)? -- That it is a good idea to try to find a better understanding of how the internal mechanisms work so we can build or simulate it better. You do that with carefully constructed experiments not with just observing inputs and outputs and training a neural network or a Markov model with it.