When the Industrial Revolution made certain skills obsolete, new projects — railroads, new industries — emerged to absorb the workforce. Aravind Srinivas sees the same dynamic unfolding with AI: labor reallocation from knowledge work to the genuinely messy human challenges AI can't navigate, like institutional change, legacy system overhaul, and community building.