AI career advice changes with a candidate’s gender
In tests of four AI models, advice for women set lower pay targets and stressed care and flexible hours more than advice for men.
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More AI help did not mean better work
In a study of 20 workers, those who gave an AI tool more of a hiring task got more done but made more invalid choices.
Source: arXiv · Oct 10, 2026Read original source
Covered by both lenses
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AI review fails when tutors cannot see what changed
Eight tutors reviewed an AI learning helper for three months. Repeated checks and unclear results made that review harder.
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Who claims to know AI experts who do not exist?
A survey of over 5,400 Americans used made-up AI leaders. Men claimed to know them more often than women did.
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An AI pendant was quiet only after a button press
In one hands-on review, an AI pendant kept talking after spoken requests to stop. A button finally silenced it.
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