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This document investigates the impact of name-based bias in large language models on employment recommendations, focusing on how names indicative of specific races and genders influence hiring decisions and salary recommendations. The findings reveal significant biases towards White female-sounding names and highlight discrepancies in salary offerings based on racial and gender identities despite equivalent qualifications. The study relies on empirical data from the AI models GPT-3.5 and...
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