The Cut Criterion is a fundamental concept in graph theory that states a set of edges forms a minimum cut if and only if there is no path connecting the two partitions of the graph after removing these edges. It is a tool used to determine the minimum number of edges that need to be removed to disconnect a graph into two disjoint subsets.