If a person is an American, then he is probably not a member of Congress. (TRUE, RIGHT?) This person is a member of Congress. Therefore, he is probably not an American.

Valid reasoning.

It's not valid Bayesian reasoning, because we haven't said anything about P(member of congress | not american).