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Lumifer comments on Pascal's Muggle: Infinitesimal Priors and Strong Evidence - Less Wrong
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I can't come up with any reasons why that should be so.
I suppose that people who talk about Kolmogorov complexity in this setting are thinking of AIXI or some similar decision procedure.
Too bad that AIXI doesn't work with unbounded utility, as expectations may diverge or become undefined.