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Know of a study, government dataset, or report that should be reflected in the predictions? Submit the link below. Every suggestion is reviewed manually before anything is ingested into the data.

What makes a good suggestion

  • Quantitative findings about AI’s impact on jobs, wages, adoption, or workforce exposure
  • Peer-reviewed research, government statistics, or institutional reports (these carry the most weight in our evidence tier system)
  • Recent work (2023 or newer preferred) with clear methodology

Link to a study, article, dataset, or report relevant to AI and labor markets.

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