My wife's former sister-in-law is married to a first cousin. All their kids (5 adults) are fine.
It's the intergenerational breeding that creates the problems. If the child of first cousins breeds with a first cousin, you'll get the 'tards and flipper babies.
This is what the Pakistanis and Arabs do over generations - at their own peril.