The US response to the Fall of France was to order a 70% increase in Naval Strength, the House passed it 316 to 0. This was in addition to the buildup already initiated from the invasion of China and Anschluss which was a mere 20% increase in strength, as well as a smaller increase when WWII was declared. Similar increase occurred for the Armty at the same time
One really thinks that the US response to Britain or the USSR going down won't be to put this on roids? And in naval technology the US was in most regards decently ahead of the Axis, and wasn't that far behind in other fields if behind at all
The US not doing something like this is OOC, hence the lead paint comment
With all due respect, there is a difference between peacetime buildups during a period of active international conflict and those when an international situation is relatively stable. If Europe has fallen to the Germans and Japan has essentially taken SE Asia for itself without a USSR to deal with, yes the US may ne paying more attention but there is still a very strong isolationist wing which will not support rearmament or buildup if the US is not directly threatened. And eventually it will be one way or another.
German aerospace and naval technologies were often well ahead of the Allies, though that gap was closing by war's end in OTL. Look at the impact of the Messerschmitt P.1101, Type XXI submarine, V2 rocket, and Siemens T-52d/T-52e/T-43. Beyond that consider the Me 262, magnetophon recorders, Nipolit/glass mines, and fuel-air weaponry (Hexenkassel project under Mario Zippenmayr - the May 1945 commentary about it from German military leadership in US interrogations is disturbing).