We gain new knowledge from manipulating our senses, by seeing, touching, listening, smelling and feeling. But then sometimes it's the case that what we believe we know, turns out to be false.
Being human, we aren't rational beings all the time. Rarely we look at all the things in detail and conclude from all the logical angles.
Being rational is difficult, but it's a journey worth taking.