Pretty good vid by Michael about the nature of reasoning. If you have a half hour to spare, I recommend watching it.
We take reasoning, thinking we're right, when any group of people, is better at reaching a good reasoned conclusion, than a single person could. But, of course, 50 million people reaching the wrong conclusion is still worse than a single individual with the right conclusion. It's more about the process of reasoning than reasoning itself.