This document discusses innovative workplaces and learning organizations. It defines learning organizations as those with a capacity to adapt and compete through learning. The document analyzes data from 2000 and 2005 on different types of organizations, including discretionary learning organizations and lean production organizations. It finds that discretionary learning organizations are more associated with lead innovation and are correlated with higher education levels and vocational training. However, trends show complexity of tasks decreasing in some countries, which presents a complexity paradox given rising education. Potential explanations include job polarization and overqualification. The document concludes that fostering learning organizations through employment and training policies can support innovation.