对ChatGPT对创造力的影响进行实证调查
Byung Cheol Lee1, Jaeyeon Jae Chung2
1Department of Marketing, Bauer College of Business, University of Houston, Houston, TX, USA. blee30@uh.edu.
Nature human behaviour
|August 12, 2024
概括
与传统方法相比,ChatGPT促进了人类解决问题的创造力,增强了创意产生. 它擅长将不同的概念结合起来,以获得更明确和渐进的新解决方案.
科学领域:
- 认知科学 认知科学
- 人与计算机的交互
- 人工智能应用程序 人工智能应用程序
背景情况:
- 评估人工智能 (AI) 工具在增强人类创作过程中的作用.
- 了解像ChatGPT这样的大型语言模型对创意产生的影响.
研究的目的:
- 调查ChatGPT在增强人类解决问题的创造力方面的有效性.
- 将ChatGPT辅助的创意生成与无辅助和传统的网络搜索方法进行比较.
主要方法:
- 参与者使用ChatGPT (GPT-3.5) 进行创意任务的五项实验.
- 任务包括礼品选择,玩具设计,物品重新使用和创新的桌面设计.
- 与基线 (没有技术) 和传统网络搜索 (谷歌) 条件的比较.
主要成果:
- 与对照组相比,ChatGPT显著提高了产生的想法的创造力.
- 这种积极效应在各种限制和同情需求的问题中是一致的.
- 聊天GPT在增量创新方面比激进创新更有效.
结论:
- 聊天GPT作为一个有价值的工具,以提高人类在解决问题的创造力.
- 它的有效性来自于将不同的概念结合成连贯且呈现良好的想法.
- 人工智能工具可以增强认知过程,特别是在产生新的,尽管增量,解决方案.
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