P(A|B) = [P(A)*P(B|A)]/P(B), all the rest is commentary.
Scott Alexander is a psychiatrist with a wide range of interests including articificial intelligence, consequentialist ethics, effective altruism, prediction markets, model cities, current events, and book reviews.