Key Takeaways

  • During the British Industrial Revolution, the mechanization of cotton spinning and weaving caused weavers' wages to drop by two thirds, sparking the hammer-wielding Luddite rebellion.
  • Nobel laureate James Robinson points to the diffusion of personal computers over recent decades as the single largest economic driver displacing workers without a college degree.
  • Robinson's academic team currently runs AI models over digitized archives of 17th-century British political philosophy to measure how philosophical arguments shaped historical political decisions.
  • Technological progress guarantees aggregate productivity growth, but political and social institutions determine whether that wealth spreads across society or sparks social unrest.

When Weavers Lost Two Thirds of Their Pay

Tech circles often dismiss the Luddites as irrational reactionaries afraid of progress. Robinson sets the history straight. British textile workers picked up sledgehammers for a simple reason: their income vanished almost overnight.

As Robinson explains, “You know, if you look at the Industrial Revolution, the mechanize in Britain, for example, the mechanization of, you know, cotton spinning, weaving, you know, what was the impact of that on weavers' wages? They tanked by two thirds. You know, their wages fell by two thirds. You know, what was their reaction? The Luddites, you know. They got hammers and they tried to smash up the machinery, you know.”

A 66 percent pay cut predictably sparks political rage. Robinson connects that 19th-century crisis directly to modern labor data. For decades, workers without a college degree have seen their earning power erode. While many public figures blame trade policy or immigration, Robinson points directly to technological displacement.

“If you think about that fact that I was talking about earlier about what's happened to people without a college education, the the evidence suggests that the biggest factor explaining that is the diffusion of computers,” Robinson notes. “Computers displacing relatively unskilled workers.”

AI is now moving up the skill curve, targeting cognitive roles the same way software hit routine clerical jobs. If high-earning knowledge workers face the wage drop that 19th-century weavers endured, the backlash will spread far beyond academic panels and blog posts.

Productivity Does Not Solve Distribution

Founders often assume that creating massive economic value solves every problem downstream. Under this view, when software drives productivity up and costs down, society automatically prospers. Robinson rejects that assumption.

“I mean, I, you know, I think there's going to be, you know, science fiction aside, you know, there's going to be big improvements in productivity like there was in the Industrial Revolution,” Robinson says. “You know, it's how you spread the is how you spread that benefit to society that's that's going to be sort of critical.”

Technology creates output, but institutions control distribution. When technological gains stay concentrated among machine owners, social contracts collapse. Robinson does not advocate slowing down technical progress. In his own research at the University of Chicago, he uses modern tools to accelerate deep scholarship.

“So what we're doing is, basically, using AI to sort of, you know, we've digitized enormous amounts of political works of political philosophy, and we're using that to look at the impact of philosophical ideas on action in 17th century British politics,” Robinson shares. He views the technology as an assistant that expands human capability: “I mean, and, you know, I I I tend to think I'm trying to think of AI as something that complements me and makes me more productive, and, you know, I hope that's generally true.”

Building tools that complement human judgment makes operators more capable. Building tools purely to eliminate payroll creates an antagonistic relationship with the workforce that will trigger political resistance.

What to Do With This

Audit your product roadmap this week. Classify each feature you are building into one of two buckets: does it replace a human worker's entire role, or does it make that worker three times faster? If your product eliminates headcount without increasing operator output, expect customers to face immediate internal friction, buyer hesitation, and public backlash. Shift your product positioning and user onboarding toward augmenting frontline staff before buyers reject your deployment.