In some cases, we might have some amount of prior knowledge, that we might use to initialize the algorithm, for example, we can have some prior knowledge about the parameter, or if we're initializing on the E step, we might have some prior knowledge about the assignment say of, of variables to cluster, of, of instances to clusters for example, from some other source. 