Math does not describe reality, Physics does. Math is just pure thought. If anything, Math is an abstraction of how we think about things, but not the things themselves.
This is incorrect. Mathematics also describes reality, just a different aspect of it. It has never been “pure thought.” Hence its usefulness in science and engineering.