The AI Judgment Penalty

The AI Judgment Penalty

Women’s hesitation around AI is not a skills gap. It’s a rational response to a real and measurable penalty. New research proves it.

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More respondents questioned Emily’s competence

Emily vs James

+22%

More respondents questioned Emily’s trustworthiness

Emily vs James

97% vs 76%

More respondents questioned Emily’s trustworthiness

Emily vs James

Same CV. Same AI. Different Name. Different Judgment.

1,000 nationally representative UK adults. One AI-supported CV. Two names. Every other variable held constant.