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We've covered the macro. Now we go specific. In this Season 4 opener, Carlo Thompson breaks down 15 US industries — retail, healthcare, finance, legal, tech, transportation, manufacturing, education, marketing, hospitality, construction, government, real estate, media, and insurance — giving each one a specific AI impact timeline, the exact jobs disappearing, the exact jobs protected, and a concrete action plan.

This episode is built on data: Stanford's payroll analysis of millions of workers, BLS projections, Challenger Gray & Christmas Q1 2026 layoff reports, and BLS employment data. No hype, no speculation — just the numbers and what to do with them.

Whether you're in retail facing 2-year displacement or in the skilled trades sitting on a 20-year boom, this episode gives you your specific picture.

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