聊天GPT的不一致建议影响了各种领域的决策
1Human and Social Administration Department, Kanazawa University, Kanazawa University Kakuma-machi, Kanazawa, Ishikawa, 920-1192, Japan. odenshin@gmail.com.
Scientific reports
|July 9, 2024
概括
聊天GPT显著影响人类的决策,类似于专家建议,但不是情绪驱动的选择或低的即时奖励. 个人对残疾的恐惧增加了对人工智能指导的敏感性.
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:
- 聊天GPT越来越融入日常生活和决策过程.
- 之前的研究表明,人工智能可以影响人类的判断和行为.
- 了解人工智能影响的范围和边界至关重要.
研究的目的:
- 调查ChatGPT咨询对道德决策的影响.
- 将ChatGPT建议与专家建议的影响力进行比较.
- 确定调节人工智能在决策中的影响的因素.
主要方法:
- 进行了两项研究,共有1925名参与者.
- 观察了参与者的决策,以回应ChatGPT产生的建议.
- 评估了决策的情感内容和对残疾的个人恐惧等因素.
主要成果:
- 聊天GPT的建议影响了决策类似于专家建议.
- 对于根植于负面情绪或涉及立即低回报的决策的影响是有限的.
- 个人对残疾的恐惧与对专家和人工智能建议的敏感性相关,独立于人工智能信任.
结论:
- 在某些情况下,ChatGPT对决策的影响力与人类专家相美.
- 情感价值和奖励结构可以减轻AI的说服力.
- 个人心理特征,如对残疾的恐惧,在人工智能影响中发挥作用,与对人工智能的信任是分开的.
相关概念视频
Decision Making
106
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
106
Decision Making: P-value Method
5.3K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
5.3K
Decision Making: Traditional Method
4.0K
The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
4.0K
Reason and Intuition
6.4K
The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
6.4K
Groupthink
44.3K
When in group settings, we are often influenced by the thoughts, feelings, and behaviors around us. Groupthink is another phenomenon of conformity where modification of the opinions of members in a group aligns with what they believe is the group consensus (Janis, 1972). In such situations, the group often takes action that individuals would not perform outside the group setting because groups make more extreme decisions than individuals do. Moreover, groupthink can hinder opposing trains of...
44.3K
The Anchoring-and-Adjustment Heuristic
7.2K
In order to make good decisions, we use our knowledge and our reasoning. Often, this knowledge and reasoning is sound and solid. However, sometimes, we are swayed by biases or by others manipulating a situation. For example, let’s say you and three friends wanted to rent a house and had a combined target budget of $1,600. The realtor shows you only very run-down houses for $1,600 and then shows you a very nice house for $2,000. Might you ask each person to pay more in rent to get the...
7.2K


