The Walker Webcast Dr. Peter Linneman, Leading Economist, Professor Emeritus, The Wharton School of Business with Part 25
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Mar 12, 2026 
Dr. Peter Linneman, leading economist and Wharton Professor Emeritus, offers long-run views on productivity, interest rates, housing and asset classes. He discusses noisy jobs data, realistic AI-driven productivity gains, where rates should sit and likely Fed cuts. He highlights risks and opportunities across multifamily, office and data centers, and why U.S. wealth changes the debt conversation.
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Jobs Data Is Misleading Because Small Firms Drop Out
- Job data is noisy and undercounts small-business hiring due to falling survey response rates and algorithmic interpretation issues.
- Peter Linneman cites inconsistent monthly patterns and reconciles strong GDP growth with unlikely near-zero labor gains to argue jobs likely remained positive.
AI Probably Augments Longterm Productivity Not Explodes It
- Historically technology increases total employment by creating wealth that is spent or reinvested, even if some jobs disappear.
- Linneman argues AI likely augments the existing ~1.5% annual productivity trend rather than instantly doubling it, so changes will be gradual.
Data Center Gold Rush Risks Oversupply And Fragile Takeouts
- Data centers attract huge development margins that invite rapid supply response and eventual oversupply risk.
- Linneman warns hyperscaler dominance and assumed perpetual takeouts are uncertain, citing past giant-company declines as precedent.