We know that:
A nilpotent matrix is a square matrix A such that{\displaystyle N^{k}=0\,} An = 0 for some positive integer n.
An idempotent matrix is a matrix which, when multiplied by itself, yields itself.
If matrix B2 =B3, the B has to be square matrix. Then, there are following possibilities:
1. B is singular. If so, B is either a zero matrix or B is a nilpotent matrix with index 2 so that B2 = 0. In such a case, B3 = B2.B = 0.B = 0 = B2. Alternatively, B can be an idempotent matrix so that B2 = B. Then B3 = B2 .B = B.B = B2.
2. B is non-singular. Since B3 =B2, on multiplying to the right by B-1 , we get B2 = B. Thus, B is an idempotent matrix.
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