As a runner it is obvius for you that people with good fitness are smarter. But if you want to have some more evidence you should read this scientific article made in Sweden. Åberg with his group studied Swedish men (N=1,221,727) in their early adulthood. And it is true, fitness (cardiovascular, not muscle) is associated with cognitive performance.
