http://www.rivbike.com/tires/our_approach_to_rims
That little essay is a couple tofu dogs short of a hipster cookout w/r/t the actual metallurgical principles, but it does explain that you can run nonmachined rims with brakes and not worry, though they may well squeak for a while.