Energy and other materials scarcities/shortages are the inevitable outcomes of the developmental processes. Therefore, we must have to learn how to do our planning and policy making subject to physical constraints-energy and other natural resources. It calls for a new and different kind of public policy. In a sense, this paper pleads for a paradigm shift in policy-making processes. Mere empty slogans and target-fixing do not as also should not make public policies.