Johns Hopkins Center for Talented Youth has a lot of useful resources for parents and others wondering about the needs of smart kids and what can be done for them.
Having attended five Summers worth of residential CTY programs, I attest and affirm that nothing - university, private organizations, or autodidactism - has yet exceeded the intensity of immersion in an environment of pure learning that I experienced there.