And yet, historically, the atomic bomb has been controlled.

But this is a terrible analogy. Atomic bombs are weapons of strategic mass destruction. AI is just a computer program. It's way easier to control--just hold the operator responsible for the consequences of running it. Those consequences are not large, they're very tightly bounded as compared with the destruction a rogue actor with an atomic weapon can wreak.