Cognitive-active learning research-type environment is the fundamental component of the education system for the knowledge society. The purpose of the research is the development of conceptual bases and a constructional model of a cognitively active learning environment that stimulates the creation of new knowledge and its socio-economic application. Research methods include epistemic-didactic analysis of empirical material collected as a result of the study of research environments at schools and universities; conceptualization and theoretical modeling of the cognitively active surrounding, which provides an infrastructure of the research-type cognitive process. The empirical material summarized in this work was collected in the research-cognitive space of the “Step into the Future” program, which is one of the most powerful systems of research education in present-day Russia. The article presents key points of the author's concept of generative learning environments and a model of learning and scientific innovation environment implemented at Russian schools and universities.