In this article we show how a network of cooperatively updated semi-formal knowledge bases with adequate knowledge valuation, organization and filtering mechanisms can solve the numerous problems of Wikipedia (lack of structure and evaluations of the information, limitation to overviews, edit wars, etc.) and be a good support to learning, research and more generally information sharing and retrieval.