2026 essays & criticism

The Work Ahead

The Work Ahead
Large Labor Model is an attempt to visualize the past, present, and future of work.

Smith theorized the division of labor. Ricardo worried about machines displacing weavers. Keynes, in 1930, predicted his grandchildren would work fifteen-hour weeks and that the hardest problem would be what to do with all the leisure. David Autor’s task-based framework — the most influential modern theory of how technology reshapes labor — showed that computerization doesn’t simply replace jobs; it replaces tasks, polarizing employment into high-skill and low-skill work while hollowing out the middle.

Each was thinking about the same question: what happens to people when the nature of work changes?

← work