Why AI Is Simple and Biological Neural Networks Are Not (docs.google.com)

Not insightful. Offers a 60 year old argument about symbol systems and the need for more computational power (alone).

I suggest reading Andy Clark's Mindware for a critical view of various approaches to this problem.