NancyLebovitz comments on Wanting to Want - Less Wrong
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From what I've heard, the typical response to believing that blond people are dumb and observing that blond Sandy is intelligent is to believe that Sandy is an exception, but blond people are dumb.
Most people are very attached to their generalizations.
Quite right about attachment. It may take quite a few exceptions before it is no longer an exception. Particularly if the original concept is regularly reinforced by peers or other sources. I would expect exceptions to get a bit more weight because they are novel, but no so much as to offset higher levels of reinforcement.