8.Reconstructing Labor in the Age of Zero Marginal Production
Chapter 8 — Governing the Age of Unemployed Growth
The final chapter explores possible futures.
The key question:
How do societies remain stable when productivity no longer requires mass employment?
Core thesis: AI does not primarily destroy jobs. It destroys the economic necessity of labor. The crisis is not unemployment, but the persistence of degraded work despite abundance.
Relevant policy question
- how to reassign human labor toward socially necessary, non-automatable functions—primarily care, education, and institutional maintenance.
Column Set
1. The Myth of AI-Induced Unemployment
→ Jobs are not disappearing; they are becoming worse
2. Why Productivity Growth No Longer Benefits Workers
→ Decoupling of wages and output
3. The Collapse of Labor Institutions Before AI
→ Historical diagnosis
4. Care Work as the Last Human Industry
→ Teaching, nursing, therapy as core sectors
5. From Engineers to Teachers: The New Career Pipeline
→ Labor reallocation concept
6. AI as a Management Tool vs AI as a Worker Tool
→ Power asymmetry in deployment
7. Why Silicon Valley Is Also Losing Labor Autonomy
→ Extend beyond blue-collar narrative
8. Tripartite Governance: The Missing Layer in AI Policy
→ Institutional design piece
(Optional strong additions:)
9. The Economics of Dignity
→ Why care work must be repriced
10. From Labor Markets to Labor Systems
→ Your signature theoretical column