A reversal is just anything that's a surprise. It's a way of keeping the audience interested.
“But the most important thing about that story, which is not often told, is that as a result after the Cuban missile crisis, immediate steps were taken to correct our inability to collect on the movement of nuclear material out of the Soviet Union to other places.”