One of the most well-known examples of the danger of averages comes from the U.S. Airforce; they were suffering a large number of crashes, taking lives and expensive equipment. At its worst point, 17 pilots crashed in a single day. They believed they had good pilots, flying better planes, but they were getting worse results. Some misconceptions had to be overcome.