Don't we start the equations after observing a phenomenon? It wouldn't make sense to try to explain something before observing it..

For example, after observing black holes we understood that Newton's was not enough to explain them. Thus we had to find another theory that explained our observations. Now with quantum computing we know that Einstein's theory is insufficient, too (not very knowledgeable on quantum physics myself, though)