Desrtopa comments on Doublethink (Choosing to be Biased) - Less Wrong
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Conservation of expected evidence means that ideally, you can't expect the introduction of new evidence to affect your expected utility. In practice, that's probably not the case, but humans aren't even rough approximations of ideal rationalists.