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casebash comments on The Absent-Minded Driver - Less Wrong
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One way to describe this is to note that choosing the action that maximises the expectation of value is not the same as choosing that action that can be expected to produce the most value. So choosing p=0.53 maximises our expectations, not our expectation of production of value.