AI's Impact on Employment and Wealth

(0:00) Open

(1:49) AI Today

(3:20) AI FUD & Magic Box with Lights

(12:25) Specialists vs. Generalists

(17:18) Now Fail Even Faster

(24:26) Adapt & Thrive

(26:36) cj’s recommendation: The Terminator (1984)

(27:49) Jeff’s Recommendation: Her (2013)

Is AI a meteor headed for impact—or just a distant sun that hasn’t warmed things up yet?

This week we cut through the doomsday noise to talk about what AI is actually doing to jobs and wealth: hollowing out junior roles, wiping out B-and-below performers, and rewarding AI-fluent “super users” and capital owners.

We dig into why averages don’t matter as much as medians, why judgment and real creativity still look stubbornly human, and why the smart move is to become either a deep specialist or a wide “orchestrator” - but not stuck in the middle.

We also cover open source as the new apprenticeship, failing fast as a competitive advantage, and the rise of the AI-powered solopreneur.

Piketty was wrong about the past. He’s probably right about the future.

Capital in the 22nd Century

Taxation in a strong AI world - Marginal REVOLUTION

Imagine 130,000,000 washing machines - by Scott Sumner

Gartner: Over 40% of Agentic AI Projects Will Fail by 2027

The State of AI in 2025: From Pilots to Production

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