This. I agree completely. Get a bright kid to know other, possibly brighter kids in an environment that values them.
Nowadays, there are some really excellent textbooks, so that with enough effort, everyone can learn CS or Math himself, and with some funds also Physics, Chemistry etc. Unfortunately you cannot talk and share ideas with books.