articleNatureAug 28, 2024HYBRID OA

AI generates covertly racist decisions about people based on their dialect

LMU Klinikum · University of Oxford · +4 more institutions

PubMed
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Abstract

Abstract Hundreds of millions of people now interact with language models, with uses ranging from help with writing 1,2 to informing hiring decisions 3 . However, these language models are known to perpetuate systematic racial prejudices, making their judgements biased in problematic ways about groups such as African Americans 4–7 . Although previous research has focused on overt racism in language models, social scientists have argued that racism with a more subtle character has developed over time, particularly in the United States after the civil rights movement 8,9 . It is unknown whether this covert racism manifests in language models. Here, we demonstrate that language models embody covert racism in the…

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Authors

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Topics & keywords

Keywords
  • Ranging
  • Computer science
  • Linguistics
  • Natural language processing
  • Telecommunications
  • Philosophy
UN Sustainable Development Goals
  • Peace, Justice and strong institutions
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