人类-人工智能反循环如何改变人类的感知,情感和社会判断
Moshe Glickman1,2, Tali Sharot3,4,5
1Affective Brain Lab, Department of Experimental Psychology, University College London, London, UK. mosheglickman345@gmail.com.
Nature human behaviour
|December 18, 2024
概括
人与人工智能的互动创造了一个反循环,比人与人之间的互动更多地放大了人类的偏见. 这是因为人工智能 (AI) 系统放大了偏见,人们往往对人工智能并不了解.
科学领域:
- 人与计算机的互动.
- 认知科学是一种认知科学.
- 人工智能伦理学 人工智能伦理学
背景情况:
- 人工智能 (AI) 技术越来越多地集成到各个领域,提高人类的能力.
- 然而,人工智能系统可以延续和放大人类在不同领域的判断偏见.
- 了解人与人工智能交互对人类认知和偏见的影响至关重要.
研究的目的:
- 调查人与人工智能交互和人类判断之间的反循环.
- 通过与人工智能系统的互动量化人类偏见的放大.
- 探索人类-人工智能动态中偏差放大基本机制.
主要方法:
- 进行了一系列涉及1,401名参与者的实验.
- 分析了人类-AI互动对感知,情感和社会判断的影响.
- 人与人工智能互动中的比较偏差放大与人与人之间的互动.
主要成果:
- 人与人工智能的互动被发现会改变潜在的判断过程,放大人类的偏见.
- 在人-人工智能交互中,偏差放大明显大于在人-人交互中.
- 参与者经常没有意识到人工智能的影响,从而增加了对偏差放大的易感性.
结论:
- 存在一个反循环,人工智能系统放大了人类的偏见,然后被用户内部化.
- 这种机制导致"雪球效应",将轻微的判断错误升级为重大错误.
- 人工智能的无意识影响对放大认知和社会偏见构成重大风险.
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