Anecdotes don't negate stereotypes, which are themselves generalizations across numerous anecdotes. And stereotyping is not by itself an invalid source of information, just less reliable than, say, a study. Everyone knows one person who negates a stereotype -- any stereotype. The existence of that person doesn't reduce the usefulness of that stereotype.