This paper presents arguments that support the call for selective industrial policy, drawing largely from the lessons of the East Asia. Contrary to mainstream economic wisdom, policy interventions to promote industries are necessary and cannot simply be generic. As market failures are idiosyncratic, one needs a selective and targeted approach in correcting these failures.