Gary Marcus has articulated it much better than I could in his new book with Ernie Davis: https://www.amazon.com/Rebooting-AI-Building-Artificial-Intelligence/d

Gary Marcus has articulated it much better than I could in his new book with Ernie Davis: https://www.amazon.com/Rebooting-AI-Building-Artificial-Intelligence/dp/1524748250/ref=sr_1_1?crid=2WCI49LDM5A62&keywords=gary+marcus+rebooting+ai&qid=1578057821&sprefix=gary+marcus%2Caps%2C129&sr=8-1 https://www.amazon.com/Rebooting-AI-Building-Artificial-Inte... I really dislike the single minded focus on deep learning to the exclusion of everything else.