For a square matrix, a one-sided inverse is automatically two-sided. If $BA=I$, then $A$ is injective; in finite equal dimensions it is surjective and invertible, forcing $B=A^{-1}$. The analogous argument applies to $AB=I$. The square hypothesis matters.
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