Power depends on understanding - Seeing a larger scale view of what is happening as opposed to an arbitrary sequence of manipulations.

The foundations of the WW2 technologies you cite were dependent on previous theoretical efforts (ex:relativity) to develop a good understanding.

Without understanding, you get brittle demos which fail as the environment or problem description changes.