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The lack of racial and gender diversity among creators of the artificial intelligence that’s shaping modern life has reached crisis levels, according to a new report from New York University’s AI Now Institute.

The study aggregates research showing that women are vastly underrepresented in the power centers of AI research and development. Only 18% of authors at leading AI conferences are women, while 80% of AI professors are men. Additionally, women comprise only 15% and 10% of AI-focused staffs at Facebook and Google respectively.

Researchers also lay out a list of suggestions for improving the situation, including more transparency around hiring and payroll practices and better-established advancement paths for temps and contract workers.

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