[pixl97]

I think of it as the difference between understanding a lot about water and knowing it's made of hydrogen and oxygen versus building a microscope that can actually see the molecules and atoms interact. You can predict a lot of the behaviors via understanding the macro effects of these objects, but when you can finally the (scale considered) micro effects you may observe some deviations from your theoretical expectations.