The concept of the spherical cow, is the idea of making things simple.

By making reality simple and abstract, we can create a simple model that we can do calculations with. The spherical cow is a physics model of a real cow.

It can also kill a cow.

We can also make things too simple, and come to the totally wrong conclusions.
This happens far more often than people think.