The Fabric of Reality: Towards a Theory of Everything (Penguin Science)

by David Deutsch

A theory may be superseded by a new theory which explains more, and is more accurate, but is also easier to understand, in which case the old theory becomes redundant, and we gain more understanding while needing to learn less than before.