Two Good Books on AI

AI Snake Oil: What Artificial Intelligence Can Do, What It Can’t, and How to Tell the Difference
https://www.amazon.com/Snake-Oil-Artificial-Intelligence-Difference/dp/069124913X/
 
Why Machines Learn: The Elegant Math Behind Modern AI
https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749/