Let $z \in \mathbb{C} \setminus \{ \boldsymbol{0} \}$ be a nonzero complex number. Then \begin{equation} \begin{split} A^2 z = A (A z) = A \lambda z = \lambda A z = \lambda^2 z \end{split} \end{equation} $\square$