利用聊天GPT进行人类行为评估:对心理健康护理的潜在影响
Michael Haman1, Milan Školník2, Tomáš Šubrt3
1Department of Humanities, Faculty of Economics and Management, Czech University of Life Sciences Prague, Kamýcká 129, 165 00, Praha-Suchdol, Czech Republic. haman@pef.czu.cz.
Annals of biomedical engineering
|June 8, 2023
概括
人工智能 (AI),就像ChatGPT一样,在理解人类行为的心理健康护理方面表现有前途. 人工智能的判断与人类的意见很好地一致,并且保持一致,这表明AI的判断是一致的.
科学领域:
- 人工智能的人工智能
- 心理健康 心理健康
- 计算社会科学 计算社会科学
背景情况:
- 人工智能 (AI) 越来越多地融入生活的各个方面,需要了解它在解释复杂的人际交互方面的能力.
- 评估人工智能解释人类行为的能力对于其道德和有效应用至关重要,特别是在心理健康护理等敏感领域.
研究的目的:
- 通过将其判断与人类集体意见进行比较,评估OpenAI的ChatGPT在解释人类行为的能力.
- 在重复评估相同的人际情境时,确定ChatGPT的行为解释的一致性.
- 探索人工智能的行为解释技能对未来精神卫生保健服务的潜在影响.
主要方法:
- 利用了来自Reddit论坛"AmItheAsshole" (AITA) 的数据,这是一个丰富的人类行为评估的平台.
- 在AITA帖子上收集和分析了来自ChatGPT的AI判决.
- 将ChatGPT的判断与相同帖子上的汇总人类判决 (Redditors的意见) 相比较.
- 通过对相同的AITA职位的反复分析,评估ChatGPT的评估的一致性.
主要成果:
- 在ChatGPT的判决和AITA论坛上的集体人类判断之间观察到相当多的一致性.
- 当被多次呈现相同的AITA帖子时,ChatGPT在评估中表现出很高的一致性.
- 这些发现表明,人工智能对人类行为的解释与人类的共识之间存在有希望的一致性.
结论:
- 人工智能,以ChatGPT为例,在解释人类行为和与人类共识保持一致方面具有显著的能力.
- 证明的一致性和协议表明,人工智能工具在协助心理健康护理方面具有很强的潜力.
- 需要进一步的研究和开发来充分探索和利用AI在心理健康应用中的潜力.
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