Fallacies are mistakes of reasoning, as opposed to making mistakes that are of a factual nature. The study of fallacies is an application of the principles of critical thinking. Being familiar with typical fallacies can help us avoid them. We would also be in a position to explain other people's mistakes.
Even when all the experts agree, they may well be mistaken.

Bertrand Arthur William Russell