Stereotypes are just our brain using shorthand and prior memory to avoid working hard and jumping right to the conclusion. This is a system that wouldn't work if it was consistently wrong. We wouldn't have evolved the ability to do so as it would have fucked us constantly.

Anyone who says they are wrong is usually lying.