Power-law distributions are just one member of a class of fat-tailed distributions. A distribution has fat tails if the probabilities of extreme events are “abnormally” high, where by abnormally we mean literally not like a normal distribution. If we assume that a distribution is normal when indeed it is fat-tailed, then we will grossly underestimate the potential for extreme events (and discount those that do happen as rare anomalies).
