This is zero-sum thinking. The un-genetically modified kids are no worse off than they would have otherwise been.
Second we could easily solve it by making it available to everyone.
Third, the world is hardly genetically fair as it is. People are born with all sorts of horrible genetic conditions every day. If anything this will make the world more fair.