atucker comments on People neglect small probability events - Less Wrong Discussion
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Another issue is that people often use money for expected value calculations, when utility doesn't linearly scale with money.
For instance, me losing $20,000 now would be more than 20,000 times worse than losing a dollar. In the same way that a cut 8 inches deep through my chest is more than 64 times worse than a cut 1/8 of an inch deep.