Here however, if the take the argument of representations in a technical sense, then since a neural network topology is just data we can fit along with the rest of the network, it's just wrong.
Or if we take a slightly more charitable interpretation, observing robots, from time to time they can get to really surprising solutions, so at least one would need to distinguish between a numerical algorithm finds a surprising solution and 'insight.'
Now, I actually don't want to be too hard on the article, I think it is genuinely interesting hodgepodge of facts about human cognition, I just think it should be rewritten without the computers will never do X thesis.