Journal article: We assess optimal deterministic nonlinear income taxation in a Mirrlees economy with a continuum of risk‐averse agents whose utilities are quasilinear in labor. A weak redistribution motive makes random taxes more likely socially dominated by the deterministic policy where after‐tax income lotteries are replaced with their certainty equivalents.