The article has a fundamental flaw, much like those who confuse copyright and trademark: intelligence is the algorithm; knowledge is the data set.
How exactly does the fundamental difference between knowledge and intelligence "not work"? Humans have the ability to learn algorithms, therefore the algorithm being used by an AI (i.e. its intelligence) to apply knowledge from its data set "doesn't work"? I'm having difficulty following your thought process here.