, so has inverse.
.
The relation reduces inductively to a linear combination of .
; invertibility of preserves dimension.
Rank-nullity theorem gives . Equal nullities therefore give equal ranks.
, so the preceding argument applied to gives equal ranks.
Cayley-Hamilton theorem says . Since is nilpotent, all eigenvalues and hence every non-leading coefficient of vanish, so and .

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