The idea is not that eyes are never to be trusted, when faced with a set of information, but that the human mind is not the end all reliable way to know if something is true. It is about flaws in our thinking, not a completely corrupt system. If hundreds of people have seen the readings of the machines, then I think it is safe to say that they are not all going to see the same mental illusion and be insane.