Well-paying work is characterized by decision-making under uncertainty with high stakes, non-standard one-off choices (like landing a plane, caring for a patient, remodeling a kitchen) that cannot be reduced to simple rules and therefore resist automation, unlike routine codified work which has already been automated.

definitionpending

Speaker

David Autor

Evidence Quote

work that pays well is decision-making work, right? Where you actually have to, where the stakes are high, it's a one-off choice... And there aren't simple rules. If there were simple rules, they'd already be automated, right?

Source

A Threat Bigger than China | MIT Economist David AutorReid Hoffman
Created: 8/11/2026, 6:32:32 AM

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