Multiplication, relative to addition, is convex, and this is one of the explanations for the sum-product phenomenon over the reals. It turns out that convexity alone is really only a first order approximation to the truth, and higher order convexity -- a phenomenon less exploited by traditional geometric methods -- leads to better results about expanders. I'll discuss this and how it allows us to deduce new geometric results concerning dot products from expansion estimates.