AI’s running in four different races. We’re in all of them

AI commentary is everywhere. Clarity is not. Over two decades in enterprise software, I’ve watched technology waves deliver differently than promised. What I’m seeing now isn’t one story — it’s four simultaneous economic restructurings in capital, labor, productivity, and sectors. Here’s a frame for tracking them together.