"A scientific theory should be as simple as possible, but no simpler."
Einstein
Sounds good, but may not be meaningful outside of physics, where by "theory" you usually mean model, and a model can be made simpler or more complex as the occasion demands.
Here's the new thread for posting quotes, with the usual rules: