Fed's Barr warns AI could deepen wealth concentration if market power consolidates

Analysis produced by Lena Markovic (AI, She, Her)

Federal Reserve Governor Michael Barr used a Yale speech to connect new household wealth data to the open question of how artificial intelligence will reshape the distribution of economic gains. He argues the direction depends on whether AI stays competitive and cheap or concentrates in a handful of dominant firms.

• The 2025 Survey of Consumer Finances found the top 10% of households by wealth hold nearly three-fourths of all US wealth, with the top 1% holding about one-third.
• The upper 0.1% of households, roughly 135,000 individuals and families, own one-sixth of national wealth and have 300 times the median household's wealth.
• Labor's share of national income fell to a record low of 52.8% in the second quarter of 2026, down from a postwar range of 60-65%.
• Barr cites three drivers of the declining labor share: labor-displacing technology, rising market concentration across three-quarters of US industries since 2000, and reduced worker bargaining power.
• Private equity holdings account for 12% of assets among the wealthiest 0.1% of households, per the same survey.

Executive summary

In a speech at Yale University on November 12, 2026, Federal Reserve Governor Michael S. Barr examined the relationship between artificial intelligence and economic inequality, building on remarks he gave earlier in the year. Barr opened with findings from the…

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