Theorem EIM Eigenvalues of the Inverse of a Matrix

Suppose $A$ is a square nonsingular matrix and $\lambda$ is an eigenvalue of $A$. Then $\lambda^{-1}$ is an eigenvalue of the matrix $\inverse{A}$.

Proof
(in context)