This comment is not precisely "on topic," but when I took an AI class at university, we used Artificial Intelligence: A Modern Approach (AIMA), by Stuart Russel

This comment is not precisely "on topic," but when I took an AI class at university, we used Artificial Intelligence: A Modern Approach (AIMA), by Stuart Russell and Peter Norvig. I thought the book (website: http://aima.cs.berkeley.edu/ http://aima.cs.berkeley.edu/) contained a good discussion of Rationality vs. Intelligence, which ended up coloring my views on AI in general. Worth the read if you're into that. (And for those who may not know: it's a textbook, and very code intensive. Not for general consumption.)