Today in Uncertainty Wednesday I want to start on the idea that just the shape of the probability distribution alone contains some measure of uncertainty. Let’s think about the simplest case again with just two states A and B and P(A) = p1 with P(B) = p2 = 1- p1. I am using indices because we will shortly expand the number of states. If p1 = 1 there is no uncertainty at all because you are certain that the world is in state A. Same holds true for p1 = 0 except that it is now state B (because ...