I get that math is an important aspect, but being able to realise that throwing in those variables would create entropy sounds like more of a common-sense thing

I get that math is an important aspect, but being able to realise that throwing in those variables would create entropy sounds like more of a common-sense thing, no? I guess I should still brush up on math though, it seems.