What is the second moment of a random smooth plane curve?  Is the multiset of eigenvalues of a random orthogonal matrix a Gaussian random variable? Is a random compact Riemann surface a Poisson process? In this talk, I will describe a categorified version of probability theory that makes these nonsense questions into precise mathematics and give some applications to the topology and arithmetic of moduli spaces in algebraic geometry.