  We give a simple proof of the $\lambda = d-2$ cases of the sharp
Hardy-Littlewood-Sobolev inequality for $d\geq 3$, and the sharp Logarithmic
Hardy-Littlewood-Sobolev inequality for $d=2$ via a monotone flow governed by
the fast diffusion equation.
