Referrals from your friends do little to nothing at those companies. At Microsoft, for instance, all it does is assign a "handler" to the applications you put in. They just let you know if anyone is looking at them. Which, as you can imagine, is useless.

Almost no one, except for maybe very high level hires, get a pass for the initial weed-out interviews.