Collective learning needs an environment in which learning is the normal activity. The current structure of public education encourages isolated and individualistic learning. Distributed leadership needs to create an environment that views learning as a collective good. Individuals should expect to have colleagues look critically at their personal ideas and practices; and groups should expect the same thing from individuals. Privacy of practice produces isolation, and isolation is the enemy of improvement.