Question: ab has the same eigenvalues as ba?
Answer: In other words AB and BA have the same eigenvalues. has as an eigenvalue of BA. This may not be true for a zero eigenvalue. This proof gives no information about multiplicities of eigenvalues - algebraic or geometric - since it does not involve either the characteristic polynomial or eigenvectors.