I can see this annoying, rather than helping, several of my acquaintances (such as a girl who prefers Lego sets rather than dolls). And I’m sure there are some people for whom it would always choose the wrong gender.
On the plus side, it means guys might not be subjected to quite so many ads for chick-flicks or cosmetics. As a guy, I consider this a very good thing. 😉