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AI hiring tools may be filtering out the best job applicants (www.bbc.com)

submitted 8 months ago* (last edited 8 months ago) by [email protected] to c/[email protected]

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an AI resume screener had been trained on CVs of employees already at the firm, giving people extra marks if they listed "baseball" or "basketball" – hobbies that were linked to more successful staff, often men. Those who mentioned "softball" – typically women – were downgraded.

Marginalised groups often "fall through the cracks, because they have different hobbies, they went to different schools"

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[–] [email protected] 9 points 8 months ago

They’re not looking for the exceptional, out there exceptions - they’re looking for statistical pattern which have predicted current success. You may as well say that BMI is a useless metric for long term health complications. They both explicitly misestimate anomalous outliers because they are not designed to identify or classify anomalous outliers.