Eyes can tell: Assessment of implicit attitudes toward AI art

IF 2.4 4区 心理学 Q2 PSYCHOLOGY, EXPERIMENTAL I-Perception Pub Date : 2023-09-01 DOI:10.1177/20416695231209846
Yizhen Zhou, Hideaki Kawabata
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Abstract

Advances in artificial intelligence (AI) have significantly improved the abilities of machines. Human-unique abilities, such as art creation, are now being challenged by AI. Recent studies have investigated and compared people's attitudes toward human-made and AI-generated artworks. These results suggest that a negative bias may exist toward the latter. However, none of these previous studies has examined the extent of this bias. In this study, we investigate whether a bias against AI art can be found at an implicit level. Viewers’ attitudes toward AI art were assessed using eye-tracking measures and subjective aesthetic evaluations. Visual attention and aesthetic judgments were compared between artworks categorized as human-made and AI-made. The results showed that although it was difficult for individuals to identify AI-generated artwork, they exhibited an implicit prejudice against AI art. Participants looked longer at paintings that they thought were made by humans. No significant effect of categorization of paintings was found in subjective evaluations. These findings suggest that although human and AI art may be perceived as having similar aesthetic values, an implicit negative bias toward AI art exists. Although AI can now perform creative tasks, artistic creativity is still considered a human prerogative.
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眼睛可以看出:对人工智能艺术的内在态度的评估
人工智能(AI)的进步大大提高了机器的能力。人类独有的能力,比如艺术创作,现在正受到人工智能的挑战。最近的研究调查并比较了人们对人造艺术品和人工智能艺术品的态度。这些结果表明,对后者可能存在负面偏见。然而,这些先前的研究都没有检查过这种偏见的程度。在这项研究中,我们调查了是否可以在隐含的层面上发现对人工智能艺术的偏见。观众对人工智能艺术的态度通过眼球追踪测量和主观审美评价来评估。对比了人造和人工智能艺术作品的视觉注意力和审美判断。结果显示,尽管个人很难识别人工智能生成的艺术品,但他们对人工智能艺术表现出隐性偏见。参与者对他们认为是人类画的画看得更久。绘画分类对主观评价无显著影响。这些发现表明,尽管人类和人工智能艺术可能被认为具有相似的审美价值,但对人工智能艺术存在隐性的负面偏见。虽然人工智能现在可以执行创造性任务,但艺术创造力仍然被认为是人类的特权。
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来源期刊
I-Perception
I-Perception PSYCHOLOGY, EXPERIMENTAL-
CiteScore
4.30
自引率
5.30%
发文量
39
审稿时长
12 weeks
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