In this talk, we present a framework to study the impact of local network knowledge on network capacity. We focus on the case that each source-destination pair has enough information to perform optimally when other pairs do not interfere, however beyond that they only know the connectivity of the network (i.e., not the channel gains). We utilize our framework to characterize the information-theoretic limits of communication with such limited knowledge at the nodes.