We study the role of social insurance to supplement income taxation when individuals differ in risk and ability. Private insurance markets suffer from adverse selection. Social insurance for the poor (rich) has negative (positive) incentive effects but increases (decreases) coverage. Social insurance either for the rich or for the poor is always desirable. Risk misperception may or may not strengthen the need for social insurance.