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Monocultural Biases: Correlated biases in large language models lead to unequal systemic exclusion rates in hiring

Bone, Matthew et al.
arXiv (All) · Papers
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computation-and-languagecomputers-and-societyeconomicsgeneral-economics
Employers are increasingly using large language models (LLMs) to automate their hiring process. This paper investigates the risk of monocultural biases, in which the widespread deployment of large language models homogenizes biases across the labor market, leading to greater systemic exclusion for c
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