What must modelo and theories do in order to remain valid?

1) There must not be credible contrary evidence to the ideas suggested by the theory.

2) The models and theories must obey the already established laws of physics. Laws are theories which have such an overwhelming amount of evidence that they are universa, and cannot be disproven.