In this chapter I will discuss some of the arguments presented in Unfit for the Future, where the authors stress the necessity of moral enhancement to prevent a global catastrophe. Persson and Savulescu promote a reductionistic view of moral intuitions suggesting that oxytocin, serotonin, and genetic treatments could save humanity from the perils of contemporary liberalism, weapons of mass destruction, and uncontrolled pollution. I will contend that although we need a moral enhancement it cannot be a brute manipulation of our biology but something where human plasticity is seen as paramount. Following the lesson of Dewey's instrumentalism, I advocate a non-reductionistic, pluralistic view where neuroscientific data may be used to develop a more effective moral pedagogy. In my opinion, this prospect is currently much more feasible (and less risky) than a hypothetical mass psycho-civilisation created using drugs and electrodes.