In the limit, it's going to design an AI to write some python to call a library that does the math perfectly.

Unlike 99.99% of human programmers, who can and often do implement everything in sympy/numpy from scratch ;-)

Exactly! Hey it gets the job done :)

Software is just a tall wedding cake of abstractions built on top of abstractions.