Here's a number that should worry us: in the US, the labor force participation rate for prime-age men has dropped from around 96% in the 1950s to about 89% today, and a lot of that isn't voluntary. Every major technological shift has eliminated some jobs, sure, but the difference this time is that robots and AI are coming for cognitive work too, not just repetitive factory tasks. That's a feedback loop. When you automate the thinking jobs, you lose the very consumers who'd buy the new products and services those robots create. You can't just say "new jobs will appear" because the pace is fundamentally different. We're seeing gig work and precarious labor replace stable careers, which isn't really a net gain, it's a downgrade. If automation really created more jobs, we'd expect wages and stability to rise across the board, but the trend is pointing the opposite way. I think we need to be honest about that.

Look, I get the historical argument—every tech shift from tractors to computers eventually created new roles. But that assumes a transfer of skills from old jobs to new ones. With AI, the automation isn't just replacing physical labor, it's replacing the learning curve itself. That breaks the feedback loop: new industries need human expertise to build them, but if machines can design, code, and manage, what's left that requires a human employee? You end up with a systems collapse where purchasing power evaporates because wages go to capital, not labor. And the "new jobs" we're seeing now—gig work, data labeling, micro-tasks—are precarious and underpaid, not the stable middle-class careers that past transitions produced. That's not a net gain, that's a redistribution downward. Historically, technology raised the value of human cognition; this time, it's devaluing it. Until someone shows me a concrete pipeline to good jobs directly created by automation, I'm staying skeptical.

The problem with your argument is that you're treating every technological shift as the same, but the feedback loops are completely different this time. When tractors replaced farmhands, people moved to factories. When factories automated, people moved to services. But what happens when the automation extends to the "moving to" itself? You can't have a new industry bootstrapped by people if the machines are already designing, debugging, and optimizing the whole thing. That's the collapse point. The new jobs that do exist—data labeling, content moderation, gig delivery—don't build skills or wealth. They're just low-wage stops on the way to being automated too. We're not seeing a net gain; we're seeing a two-tier system where a few people own the robots and everyone else fights over the scraps. That's not progress, that's rent-seeking at scale.

You keep pointing to the historical record, but look at the practical evidence right now. If robots were truly creating more jobs, we'd see wages rising and stable employment growing. Instead, we've got stagnant wages, a falling prime-age labor force participation rate, and a job market that's increasingly gig-based. That's not a net gain, it's a structural downgrade. The feedback loop matters more than the analogy. When automation takes income away from workers, those workers can't buy the goods and services the robots are producing. That's not a minor hiccup—it's a demand collapse that kills the very job creation you're counting on. And the new roles that do exist, like data labeling and micro-tasks? They're already being automated too. So the pipeline to stable jobs doesn't exist. Historical shifts eventually raised living standards. This one is concentrating gains at the top while everyone else fights for scraps. That's the practical consequence, and it's not a better future.

Every time you bring up the tractor or the computer, I think you're making the same mistake: treating the pattern as the reality. The pattern was that new tools made human thinking more valuable. This time, the tool is human thinking. That changes the whole feedback loop. When you automate the thing that was supposed to create the next industry, you don't get a transition, you get a short circuit. And the new jobs we do see are mostly low-wage, low-skill buffers that exist only until the robots get cheaper. That's not a net gain, it's a stopover. If the endgame of every new industry is that the industry itself gets automated within a generation, where's the stable career path? I just don't see the mechanism anymore. The old transitions built a middle class. This one is building a divided one.