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Income inequality is primarily automation-driven, economists argue

Automation technology has been the primary driver in U.S. income inequality over the past 40 years, according to a new paper by two prominent economists in the field.

Why it matters: Offshoring, the decline of unions, and corporate concentration have all played a part in widening the gap between lower-skilled and higher-skilled workers, but automation is the single most significant factor, and will likely grow even more important in the years ahead.


By the numbers: The real wages of low-education workers have declined significantly over the past four decades, with the real earnings of men who lack a high-school degree now 15% lower than they were in 1980.

  • Over the same time, real wages for workers with a post-graduate degree — and to a much lesser extent, those with a bachelor's degree — rose sharply.

The big picture: In their paper, MIT's Daron Acemoglu and Boston University's Pascual Restrepo calculate that 50 to 70% of the changes in the U.S. wage structure since 1980 can be accounted for by relative wage declines among workers who specialize in routine tasks in industries hit by rapid automation.

  • Workers who perform tasks that can be increasingly automated — think manufacturing work done by robots or clerical work performed by software — lose out on labor share.
  • They're then forced to compete with other lower-skilled workers for fewer remaining jobs, further bidding down wages.
  • Higher-skilled workers have largely escaped this trap not so much because of a rising demand for those skills, but because they perform tasks that can't be — or haven't yet been — automated.

What's next: More of the same, barring major political changes.

The bottom line: As Acemoglu wrote in a recent essay, "The only path out of our current predicament requires both robust regulation and a fundamental transformation in societal norms and priorities."

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Valuations for venture-backed companies at record highs

Valuations for U.S. venture-backed companies are at record highs, per data released this morning by PitchBook.

Between the lines: It's the new normal, in which nontraditional investors are traditional, unicorns are pigeons and startups are in the driver's seat.

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Fauci sounds alarm over highly transmissible COVID-19 variant surging in the U.K.

Anthony Fauci urged Americans Wednesday to get vaccinated to halt the spread of the highly transmissible COVID-19 variant first discovered in India, which currently accounts for 6% of infections in the U.S.

Why it matters: The United Kingdom has seen an explosion in new cases as a result of the variant, which is now the dominant strain and may be associated with increased disease severity.

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