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Prompts and Bias: A Study on How Prompt Design Affects Gender Representation in Large Language Models

This article introduces an academic study on the impact of prompt design on gender representation in large language models, exploring the issue of implicit bias in AI systems and its measurement methods.

大语言模型性别偏见提示词工程AI公平性机器学习伦理
Published 2026-04-29 08:08Recent activity 2026-04-29 08:18Estimated read 1 min
Prompts and Bias: A Study on How Prompt Design Affects Gender Representation in Large Language Models
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Section 01

导读 / 主楼:Prompts and Bias: A Study on How Prompt Design Affects Gender Representation in Large Language Models

Introduction / Main Post: Prompts and Bias: A Study on How Prompt Design Affects Gender Representation in Large Language Models

This article introduces an academic study on the impact of prompt design on gender representation in large language models, exploring the issue of implicit bias in AI systems and its measurement methods.