Governance & Safety

AI risk at work depends on who gets training

AI exposure is not the whole labor story. A new analysis says women may face greater risk when automation reaches their tasks, training is uneven, and the gains from new technology flow to other workers. Job design helps decide who benefits.

AI Agency
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What the source reports

An arXiv paper asks if AI at work may pose more risk for women. It looks at which tasks a tool may take on, who gets new job skills, and who gains from the change. The paper does not say that harm is sure to occur. It says gaps in job design and aid can lead to gaps in results. This brief draws from the abstract, which does not give full methods or effect sizes.

Original source

Title
When AI Enters the Workplace, Who Faces Greater Risks? A Gendered Analysis
Publication
arXiv
Date
Monday, September 21, 2026