Alan_Crowe comments on Belief in Intelligence - Less Wrong
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A similar phenomenon arises in trying to bound the error of a numerical computation by running it using interval arithmetic. The result is conservative, but sometimes useful. However, once in a while one applies it to a slowly converging iterative process that produces an accurate answer. Lots of arithmetic leads to large intervals even though the error to be bounded is small.