通过人工智能 (AI) 释放创造力:关于人类-AI合作的金头发 (曲线) 效应的现场和实验证据
1Sauder School of Business, University of British Columbia.
Journal of experimental psychology. General
|October 6, 2025
概括
人工智能 (AI) 与人类的合作显示出一种金子对创造力的影响. 适度的人类-人工智能交互通过培养多样化的想法产生来提高创造性表现,而不是低水平或高水平.
科学领域:
- 人工智能的人工智能
- 认知心理学 认知心理学
- 人与计算机的交互
背景情况:
- 虽然众所周知,人工智能 (AI) 可以提高生产力,但它对人类创造力的影响仍然不太清楚.
- 创造力,一个更高层次的解决问题的技能,在人类-AI合作的背景下被探索.
- 现有研究表明,人工智能使用与创造力之间存在积极的相关性,这促使进一步调查.
研究的目的:
- 研究不同程度的人类-人工智能协作对创造性表现的影响.
- 为了确定人工智能是否影响创作过程,而不仅仅是提高生产力.
- 确定人工智能集成的最佳水平,以最大限度地提高人类的创造力.
主要方法:
- 与商业专业人士和工作成年人进行了两项实验,他们与ChatGPT合作解决了一项创业挑战.
- 通过人类评委,企业家对业务价值的评估以及基于人工智能的创造力指标来评估创意表现.
- 一项复制研究利用了创意产业 (N = 188) 工作人员的多源多波调查.
主要成果:
- 观察到一个金头发 (曲线) 效应:与低或高水平相比,中度的人类-人工智能协作显著提高了创造性表现.
- 这种效应在不同的创造力评估中是一致的,包括一般创造力,商业价值和AI评估的创造力.
- 驱动这种现象的机制被确定为在头脑风暴期间产生多样化的想法 (知识多样性),而不是问题重组.
结论:
- 在人类-人工智能协作中找到平衡对于增强创造力至关重要,适度的互动会产生最好的结果.
- 结果为有效地将ChatGPT等AI工具集成到日常和专业的创意工作流中提供了实用的见解.
- 这项研究强调了管理人工智能使用范围的重要性,以优化创意成果.
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