CONCEPT
Cultivating Communities of Practice
Wenger's later-career prescriptive framework for deliberately nurturing the conditions under which communities of practice can emerge and flourish — a gardening metaphor that becomes urgent when AI disrupts their organic emergence.
The Xerox technicians did not know they were a community of practice. Their community emerged organically from the conditions of shared work, proximity, and the natural human inclination to make sense of experience through social interaction. This organic emergence is both the foundation of Wenger's theory and its greatest vulnerability in the AI age. If communities emerge from the conditions of work, and if AI transforms those conditions — dissolving teams, enabling solo building, replacing boundary encounters with algorithmic translation — then the conditions that gave rise to communities are changing in ways that may prevent their organic emergence. The implication is uncomfortable but unavoidable: what once emerged naturally must now be cultivated deliberately. Wenger and his collaborators developed the cultivating framework precisely for organizational settings where communities of practice require intentional support.
In The You On AI Field Guide
The gardening metaphor is precise. A gardener does not design a plant; she creates conditions under which the