Folks understood the nuclear forces and the implications and then built a weapon using that knowledge. These guys don't know how to build AGI and don't have the same theoretical understanding of the problem at hand.

Put another way, they understood the theory and applied it. There is no theory here, it's alchemy. That doesn't mean they can't make progress (the progress thus far is amazing) but it's a terrible analogy.