Yep. I was shocked, SHOCKED the first time I made my macbook do some work. The whistling, whooshing noise is unbelievable. Vacuum cleaner doesn't begin to describe it.
Good decision by Apple to not have any holes in the case (that would spoil the design!) and to force all the air through a tiny little hole under the screen. Not.