Free entropy dimension and the first $L^2$ Betti number are both numeric invariants of discrete groups; one comes from Voiculescu’s free probability theory and is defined by using finite matrices to ``approximate’’ the group, while the other comes from geometric group theory and is of cohomological nature. Somewhat surprisingly, the two numbers are related. I will describe this connection and talk about some applications to von Neumann algebras.