Not a book, but here's a really good explanation in blog post form from Stephen Wolfram:
https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-...
https://writings.stephenwolfram.com/2023/02/what-is-chatgpt-...
He's a brilliant man, I just don't trust him.