The document explores alternative structures of knowledge management through a community-of-practice (CoP) approach, emphasizing the dynamics of learning and collaboration within organizations and cities. It contrasts intentional CoPs, created through formal hierarchies, with spontaneous ones, highlighting the importance of fostering environments that encourage emergence and creativity. Various case studies involving prominent firms demonstrate the challenges and potential benefits of implementing CoPs in different contexts.