There is no correlation between appearance and intelligence. It seems as if you're referring to Arianism? The race of people known as Arians that Adolf Hitler saw as a superior race even though he himself had black hair.
We are a lot more intelligent than people give us credit for. Dumb blonde jokes were made up by brunettes with no confidence (or maybe it was no brains)