With the prospect of better and better predictive diagnosis of genetic impairment, there will be a temptation to ask whether we have an obligation to future generations to minimize the presence of impairment. This paper analyses the legal and ethical basis of policies aimed at controlling reproductive decisions regarding genetic impairment.