Richard Feynman once described the process of scientific knowledge as being akin to trying to understand the rules of chess by observing just a corner of the board. A theory may develop that works well until something never seen before happens e
.g. castling.
It is therefore understandable that theories at any one time may be trumped at a later stage when more evidence is available.