Douglas_Knight comments on Anticipating critical transitions - Less Wrong
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Caring about expected utility doesn't mean you should care about expected anything else. Don't take averages early. In particular, the expected ratio of girls to boy is not the ratio of expected boys to expected girls. Similarly, "expected rise in water level per year" is irrelevant because utility is not linear in sea level.
True. Computing average utility is what's important. But just using the median as you suggested doesn't let you compute average utility.