Here is one compiled list of answers:
https://www.lesswrong.com/posts/xg3hXCYQPJkwHyik2/the-best-t...
One nice thing about this list is that every recommendation must be accompanied by a few books not recommended. I think this request helps prevent well-meaning non-experts pollute the list with books from smaller reading pools.