"Workforce" doesn't produce innovation, either. It does the labor. AI is great at doing the labor. It excels in mindless, repetitive tasks. AI won't be replacing the innovators, it will be replacing the desk jockeys that do nothing but update spreadsheets or write code. What I predict we'll see is the floor dropping out of technical schools that teach the things that AI will be replacing. We are looking at the last generation of code monkeys. People joke about how bad AI is at writing code, but give it the same length of time as a graduate program and see where it is. Hell, ChatGPT has only been around since June of 2020 and that was the beta (just 13 years after the first iPhone, and look how far smartphones have come). There won't be a huge demand for workforce in 5 years, there will be a huge portion of the population that suddenly won't have a job. It won't be like the agricultural or industrial revolution where it takes time to make it's way around the world, or where this is some demand for artisanal goods. No one wants artisanal spreadsheets, and we are too global now to not outsource our work to the lowest bidder with the highest thread count. It will happen nearly overnight, and if the world's governments aren't prepared, we'll see an unemployment crisis like never before. We're still in "Fuck around." "Find out" is just around the corner, though.