对人工智能标记的艺术品和人类标记的艺术品的评价偏见的神经相关性
Wenyu Zhang1, Cong Xie1, Liuqing Jiang2
1Shanghai Key Laboratory of Mental Health and Psychological Crisis Intervention, School of Psychology and Cognitive Science, East China Normal University, Shanghai, 200062, China.
Social cognitive and affective neuroscience
|July 11, 2025
概括
公众对人工智能产生的艺术的偏见在行为和大脑活动中都很明显. 研究表明,与人类艺术相比,人们对人工智能艺术的评价较低,并且表现出不同的神经反应.
科学领域:
- 认知科学 认知科学
- 神经科学是一个神经科学.
- 人工智能的人工智能
背景情况:
- 生成型人工智能可以创造与人类竞争的艺术作品.
- 公众对人工智能艺术的接受和评价仍然不确定.
- 调查对人工智能产生的创意产品的偏见至关重要.
研究的目的:
- 调查对人工智能产生的艺术品的偏见.
- 检查对人工智能与人类艺术的行为和神经反应.
- 了解这种偏见的潜在认知和神经机制.
主要方法:
- 两项预先注册的研究,共有125名参与者.
- 对呈现相同的人类和人工智能标签的艺术品的行为评估.
- 脑电图 (EEG) 和功能近红外光谱 (fNIRS) 用于记录神经反应.
主要成果:
- 参与者对人工智能标记的艺术品表现出一致的行为偏见.
- 脑电图数据显示,人类标记的艺术品的P300幅度和alpha功率更高.
- fNIRS表明直角旋活动增加和改变了人类艺术的功能连接性.
结论:
- 对人工智能艺术的偏见存在于明确的评估和隐含的神经过程中.
- 神经发现表明注意力和认知参与的差异.
- 解决公众偏见对于人工智能接受和对创意领域的信任至关重要.
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