Topic: associations

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Monday, August 24, 2026

research40

Who Do Language Models Think Is Competent? A Mechanistic Analysis of Occupational Bias

The study examines whether language models that pass behavioral bias tests still hold internal biases related to occupational competence, finding that they do retain such biases internally. This matters because it highlights the need for more comprehensive evaluation methods beyond surface-level behavior to ensure unbiased AI systems.

arxiv.org

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