The reason people test ideas, is because our assumptions are often wrong. And really, our information is pretty terrible, as we lack any inside information.

Imagine you only learn the country that takes the gold metals at the Olympics, but you have no ability to learn about how the athletes actually performed. The USA rarely wins at some sport, so everyone assumes they're terrible at it.

But, of course, if they're winning sometimes, the performance is actually likely extremely close.