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December 7, 2025The GerontologistOpen Access

An Exploratory Semantic Analysis of Age-Related Stereotypes in OpenAI’s GPT 4o Model

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Authors

WHWan Soo HongMCMoon Ki ChoiNational Cancer Center

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Implication

Exploratory analysis reveals GPT-4o embeds age-related stereotypes, indicating bias in AI-generated content regarding older adults.

Key Points

  • Older adults showed higher warmth but lower competence in descriptions by GPT-4o, indicating biases.
  • Competence and sociability were assessed using natural language processing techniques, focusing on stereotype content.
  • Analysis revealed significant text similarities and stereotype content across different age clusters with implications for AI.
  • Findings suggest the need for further research into mitigating age-biased language in AI-generated outputs.

Cite This Study

Hong et al. (2025) studied this question.

synapsesocial.com/papers/694020f72d562116f28fb237https://doi.org/10.1093/geront/gnaf291
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