Answer
$A^{-1}$ does not exist
Work Step by Step
Rank of a zero matrix is zero, we have:
$rank(A) =0 \lt 2 = n$
According to the Theorem: Matrix A is invertible if and only $rank(A)=n$
Hence here, the matrix is not invertible, so it doesn't have the inverse.