For $A\in\mathbb F^{m\times n}$, $I_mA=A=AI_n$. The identity matrix has ones on the diagonal and zeros elsewhere, so it leaves every vector unchanged. The left and right identity matrices need not have the same size when $A$ is rectangular.
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