Having formerly worked in the illustration business I can tell you that illustrators often know nothing of the book, product, or idea they're illustrating. They're given a few guidelines to follow, receive a few critiques, then the finished product is either approved or rejected. While I don't like the armor used in the illustrations on the newer books, I think they look a little cleaner (less cluttered).