All the eigen values are zero then it is nilpotent
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Recall that a square matrix is nilpotent is some positive power of it is the zero matrix. (1) (a) Suppose that A ∈ Fn×n has a nonzero eigenvalue λ. ... (b) By (a), a nilpotent matrix can have no nonzero eigenvalues, i.e., all its eigenvalues are 0. (c) Suppose A has all eigenvalues equal to 0.
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