It’s been a while since I read it, but I recall Rhodes’ point being that once the fundamentals of fission in heavy elements were validated, making a working bomb was no longer primarily a question of science, but one of engineering.
Engineering began before they were done with the experimentation and theorizing part. But the US, the UK, France, Germany, the Soviets, and Japan all had nuclear weapons programs with different degrees of success.