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AI researchers reckon with the $1.5 million ‘academia tax’

Nature AI Research Careers Ben Deighton 2026-09-10

TL;DR - Nature examines the large pay gap—framed as a $1.5-million “academia tax”—faced by AI researchers who remain in academia rather than move to industry. Academic freedom can outweigh higher corporate salaries, while emerging hybrid employment models may offer researchers elements of both paths.

  • Academic AI researchers can forgo substantial lifetime earnings by staying at universities.
  • Research autonomy and freedom are cited as key reasons for accepting lower academic pay.
  • Hybrid academic–industry roles may combine intellectual independence with better compensation.
  • The provided excerpt does not detail how the $1.5-million estimate was calculated.

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