Stuart_Armstrong comments on On the Anthropic Trilemma - Less Wrong
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"I'm not sure why you think there are no constraints on beliefs unless they are paired with a decision theory."
Because any change to your probability theory can be undone by a change in decision theory, resulting in the same behaviour in the end. The behaviour is where everything pays rent, so its the combination that matters :-)