In my view, the only recourse for a scientist concerned about the social consequences of his work is to remain involved with it to the end.
Nothing that you do in science is guaranteed to result in benefits for mankind. Any discovery, I believe, is morally neutral and it can be turned either to constructive ends or destructive ends. That's not the fault of science.