AI is not an explicit subject like math and physics, which has solid principles. It's just about searching for a way of providing the machines an ability to "think", whatever the way you choose.
Different people understand the word "think" differently. Eg, for most people, AI is about algorithms, while for me, it is about recreating a human brain.
So, an overview is too complicated and multifarious, at least for me.