Derivative of expresion with matrix in exponent

Question

I am looking at a proof which states the following results:

$$\frac d {dt}\left(A \frac{t^2}{2!} \right)=A^2t$$

where $A$ is a matrix.

Why is it that the matrix gets squared, and for the derivative of $At^3$, get cubed? etc

Thanks