The relative complexity of projects only ever increases, because if they were simpler we would already have done them. The modern LHC is far more complicated then the Manhattan project. So is ITER. Hell, the US military's logistics chain is more complicated then the Manhattan project.
The fundamental attribution error here is going "look the power to destroy a city was so much cheaper!"