The paper explores the condition of instability of stationary state outcome as predicted by learning literature in defence of Rational Expectation Hypothesis-REH. By using Beauty Contest Parable in Grandmont’s temporary equilibrium framework, it is argued that under very weak and reasonable conditions agents extrapolate away from the stationary state. This result is achieved even while ignoring large deviations of the past - a method conclusively criticised by Grandmont.