The article claims that keeping everything on one die raises interconnect bandwidths and lowers latencies over what would be possible in a conventional supercomputing setup. Connections are made over the silicon that is normally left aside for cutting the chips apart. Apparently that is a special process that they had to collaborate with a partner in order to get working.