If we build out a bunch of data center infrastructure or (better yet) energy/power plant related infrastructure, and AI doesn't pan out, is it really so bad?

I think its a bit like trains in the 1800s. Plenty of overspending, plenty of speculation that went bust, but in a lot of ways the country was better for all the madness.