fubarobfusco comments on Self-skepticism: the first principle of rationality - Less Wrong
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That would be a cost-of-information question, which is really quite tricky. For instance, one might ask "Which of these charities would we prefer based on the amount of data we already have?" and then go and gather more data and see if the earlier data was actually sufficiently predictive, or some such ....