True. Since is invertible, every eigenvalue is nonzero. If had a nontrivial Jordan block , then for the stated positive integer ,
would still have a nonzero nilpotent part and could not be diagonalizable. Therefore all Jordan blocks of have size one. This also proves diagonalizability inherited from an invertible power.