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paulfchristiano comments on Utility vs Probability: idea synthesis - Less Wrong Discussion
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The normal way of modifying a probability distribution to make X more likely is to increase the probability of each world where X is true, e.g. by doubling it. This is equivalent to observing evidence for X. It's also equivalent to your procedure for modifying utility functions.