Actually, there is something that comes pretty close to this--it's called The Princeton Companion to Mathematics, curated by T. Gowers but mostly written by abo

Actually, there is something that comes pretty close to this--it's called The Princeton Companion to Mathematics, curated by T. Gowers but mostly written by about a hundred of the top mathematicians in their respective fields, and is one of the most beautiful books I've ever read.