Yes, like renewable energy infrastructure (which China does, and would be highly useful anyway in case generative AI does live up to its promise).

Even if generative AI lives up to its hype, with current US administration there's no way America is going to lead the race for long. There's just not enough energy available, when those in power oppose developing many of the energy projects that make most economical sense.