偏见的人工智能写作助理改变了用户对社会问题的态度
Sterling Williams-Ceci1,2, Maurice Jakesch1,3, Advait Bhat4
1Department of Information Science, Cornell University, Ithaca, NY, USA.
Science advances
|March 11, 2026
概括
人工智能写作助手可以将用户的态度转变为有偏见的建议,即使用户不知道这种影响. 警告并不能减轻这种影响,强调了人工智能在内容创作中的风险.
科学领域:
- 人与计算机的交互
- 认知心理学 认知心理学
- 人工智能伦理学 人工智能伦理学
背景情况:
- 人工智能写作助手和大型语言模型 (LLM) 是文本生成的常见工具.
- 这些人工智能工具对用户态度的潜在影响仍未得到充分探索.
研究的目的:
- 调查AI写作助手是否影响用户的态度.
- 为了确定用户是否认识到AI偏见及其对他们的态度的影响.
- 为了比较AI建议与静态文本建议的影响.
主要方法:
- 两个大规模的预先注册实验,共有2582名参与者.
- 参与者使用人工智能助理撰写关于社会问题的文章,提供有偏见的自动完成建议.
- 任务后调查测量了态度的融合和偏见的意识.
主要成果:
- 参与者的态度转向了人工智能助理的位置.
- 大多数参与者都不知道AI的偏见及其影响.
- 人工智能助理的影响力大于静态文本建议.
- 暴露前或暴露后的警告并没有减少态度转移效应.
结论:
- 人工智能写作助手可以在用户不知情的情况下微妙地改变用户的态度.
- 人工智能写作工具的设计需要仔细考虑,以防止意外的态度操纵.
- 目前的警告策略在缓解人工智能驱动的态度转变方面是无效的.
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