Computer architecture methods and system for providing novel inhomogeneous computer interconnects and interconnect topology framework for both classical and quantum computers are provided that result in enhanced computer functionality and efficiency. The architecture and methodologies include random small world (SW) interconnects or bonds and/or SW interconnects or bonds with constrained randomness.