According to the inner logic of the development of risk theory, the internal structure of risk theory is analyzed. As a result, a new notion of risk theory is put forward., and that the gain and loss in risk theory from Frank H. Knight to Daniel Kahneman is evaluated, critics against the behavior financial theory that is fashioning all over the world is carried out.