There's no way that that amount of projected spend over the next 10 years doesn't result in a lot of new efficiencies in chip production costs and energy usage,

There's no way that that amount of projected spend over the next 10 years doesn't result in a lot of new efficiencies in chip production costs and energy usage, particularly a move away from graphics cards to more purpose built chips and algorithms designed for purpose-built chips.