The study of path integrals and occupation measures of Markov processes has a long and rich history. Integrals appear for instance in the study of stochastic differential equations, kinetic models or non-parametric statistics. We discuss a recent theorem on finiteness of path integrals for general Markov processes under minimal assumptions on the integrands.