AI Business LensTHE BUSINESS OF AI, FOR PEOPLE WHO TEACH IT OR LEARN FROM IT
Marginal Revolution · September 10, 2026

Economic Scenarios for Transformative AI

EconomicsPublic Policy
THE AI ANGLE
Automating cognitive work and displacing workers

Researchers have developed a macroeconomic framework modeling the effects of AI on GDP, wages, labor share, and unemployment between 2026 and 2030 across modest, substantial, and extreme scenarios. In an extreme scenario where AI automates nearly half of cognitive work, annual GDP growth accelerates to 15 percent, but the labor share of income drops from 60 to 45 percent and cognitive worker unemployment approaches 20 percent. This research provides faculty with a structured, quantitative foundation to analyze the economic trade-offs between rapid AI-led growth and severe labor market displacement.

THE TEACHING ANGLE
Students can analyze the policy tensions between maximizing productivity gains and mitigating the severe labor displacement and falling labor share projected in high-capability AI scenarios.

Read the original at marginalrevolution.com   Generate teaching or study materials

Instructors get discussion guides, assignments, and mini-cases. Students and readers get a plain summary, class prep, and an exercise. All built from the full article. Three are free with an account.

More in Economics