Vladimir_Nesov comments on A note on the description complexity of physical theories - Less Wrong
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Comments (177)
Congratulations, you have now officially broken with Bayesianism and become a heretic. Your degree of belief in (prior probability of) a hypothesis should not depend on how clearly it allows you to think. Surely you can imagine all manner of ugly scenarios if that were the case.
Preferring to use a simpler theory doesn't require believing it to be more probable than it is. Expected utility maximization to the rescue.