This document discusses knowledge adoption from a social network perspective. It analyzes two teams - Team A and Team B - undergoing a technology shift using social network analysis. Team A had a network redundancy of 2.53 while Team B had a higher redundancy of 3.15. The conclusion is that internal competition that increases structural redundancy can reduce structural viscosity and more efficiently diffuse knowledge throughout an organization.