OK, so the more energy constrained country (US) has to innovate, then china steals the innovations and leverages them even further due to their massive energy resources. In the end energy wins always.

That would more seem a side-effect of being constrained in some dimension, whether compute, energy, or else ("when does someone resort to taking something that's not theirs/ours/anyone's/etc?")