I think the most fundamental error we make is mistaking a noisy, anomalous event for the norm. This happens all the time - in the stock market, in reports of crime and natural disaster, etc. The fact is that big, noisy, anomalous events catch our attention because they're anomalous, which isn't a problem in and of itself.