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What evidence shows AI discriminates against non-Western names in hiring?

BiasPolicy & EthicsRisks

Drawn from Lutz Finger's Forbes column, LinkedIn writing, and Cornell teaching. Sources are cited inline so you can read the originals.

Research reveals stark racial bias in AI resume screening systems.

A University of Washington study found that large language models screening resumes favored white-associated names 85% of the time, and never once favored a Black male name over a white male one. This bias extends beyond names on paper to voices in the room. Speech models like Whisper produce significantly higher error rates for non-native and accented speakers because the audio they trained on skews American and native. The AI inherited our blind spots because it learned from us.

— If Your Name Isn’t Western, AI Could Cost You The Promotion. · Forbes


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