Let $\mathbb{F}$ be a finite field. Let $A\le \mbox{Mat}_n(\mathbb{F})$ be a matrix algebra generated by a subgroup of $\mbox{GL}_n(\mathbf{F})$. Equivalently, let $G$ be a subgroup of $\mbox{GL}_n(\mathbf{F})$, and let $A:=\mbox{span}_\mathbb{F}(G)$, the span as a vector space over the field $\mathbb{F}$. Is there a good bound on the number $k$ of random elements $a_1,\dots,a_k\in A$ that one needs to take such that, with high probability, the algebra generated by $a_1,\dots,a_k$ is $A$? I am interested in a bound that applies to _all_ such $A$. Replacing "high probability" by "probability bounded away from zero" would also be fine. Taking $k=O(n^2)$ will provide a set that spans $A$ as a vector space. Would less than that suffice? **Comment:** This is related to [this question][1]. [1]: http://mathoverflow.net/questions/154761/finding-a-basis-for-the-linear-combinations-span-of-a-matrix-group-efficientl/206338#206338