I had understood it to mean, the more simple a theory is, the more likely it is to be true.

E.g. “organisms change through time to become the creatures that exist today” vs. “organisms change through time to become the creatures that exist today through the intelligent design of a creator.”

The former, having fewer conditions to be true, is more likely to be true.