Barr warns AI risks concentrating wealth and reducing labor income
Federal Reserve Governor Michael S. Barr warned at Yale University that AI risks widening inequality if gains accrue mainly to capital owners. Labor's share of national income reached a record low of 52.8 percent in Q2 2026.
Wealth concentrates above the paychecks
The Federal Reserve's 2025 Survey of Consumer Finances shows the wealthiest 10 percent hold nearly three-fourths of household wealth; the top 1 percent hold about one-third, nearly $60 trillion.
The bottom half hold just over 2 percent, averaging $52,000. The top 0.1 percent, 135,000 households, own one-sixth.
The top 10 percent received almost half of 2024 income; the top 1 percent received about one-fifth.
In 2025, 31 percent lacked cash for an emergency expense of $500 or more.
Barr linked widening wealth gaps to business-equity returns outpacing housing gains and wages.
Private equity represents 12 percent of the wealthiest 0.1 percent's assets.
The richest 400 individuals' estimated wealth share rose from 3 percent in 2022 to 4 percent in 2025.
Competition determines who captures AI
Barr identified automation, market concentration and weaker worker bargaining power as drivers of labor's declining income share, previously 60–65 percent after World War II. AI's scale advantages risk concentrating returns among leading firms, he said; competition offers a route to broad access and productivity gains.
Displacement remains limited, with evidence of worker productivity gains and new occupations.
But younger, less-experienced workers already face substitution in some sectors.
Barr said the distribution of benefits remains uncertain.
Prepare before disruption accelerates
Barr urged society to consider responses while AI adoption remains relatively early.
He called for preparation for serious short-term labor disruption through job creation, worker training and connections to new jobs.
His central warning was that concentrated market power risks widening inequality.
Source: Barr, American Inequality and the Future of AI
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