I don't know what your definition of "advanced AGI" is, but if it's the target for a final "win" to the AI race, I think you need to reassess what the current capabilities really are, we're still in the infancy or toddler stages of AGI at best. You should also take a look at how fast Chinese labs are closing the gap, with greater efficiency compared to US labs.
The US mindset of abundance and "scaling laws" is not going to have them win the race. It's not a sustainable strategy.