It's a purposely extreme example of evolution. Because blue eyes are a recessive trait, there would not be any babies with non-blue eyes until a fresh new mutation occurred. The trait really does go away when there is no DNA in the population that could express it.

The point of my example is to crush the mistaken notion that evolution is inherently slow.