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相关概念视频

Hindsight Biases01:12

Hindsight Biases

3.4K
Hindsight bias leads you to believe that the event you just experienced was predictable, even though it really wasn’t. In other words, you knew all along that things would turn out the way they did. Can you relate this to the phrase "Hindsight is 20/20" now? 
3.4K
Stereotypes, Prejudice, and Discrimination02:55

Stereotypes, Prejudice, and Discrimination

90.2K
Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
90.2K
Bias01:22

Bias

4.3K
Bias refers to any tendency that prevents a question from being considered unprejudiced. In research, bias occurs when one outcome or answer is selected or encouraged over others in sampling or testing. Bias can occur during any research phase, including study design, data collection, analysis, and publication.
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
4.3K
Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

518
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
518
Fundamental Attribution Error01:14

Fundamental Attribution Error

12.9K
According to some social psychologists, people tend to overemphasize internal factors as explanations—or attributions—for the behavior of other people. They tend to assume that the behavior of another person is a trait of that person, and to underestimate the power of the situation on the behavior of others. They tend to fail to recognize when the behavior of another is due to situational variables, and thus to the person’s state. This erroneous assumption is...
12.9K
Confirmation Biases01:31

Confirmation Biases

5.5K
The confirmation bias is the tendency to focus on information that confirms our existing beliefs and ignore information that is inconsistent with our expectations. For example, if you think that your professor is not very nice, you notice all of the instances of rude behavior exhibited by the professor while ignoring the countless pleasant interactions he is involved in on a daily basis. Have you ever fallen prey to the confirmation bias, either as the source or target of such bias?
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相关实验视频

Updated: Jul 15, 2025

Characterization of the Sense of Agency over the Actions of Neural-machine Interface-operated Prostheses
05:21

Characterization of the Sense of Agency over the Actions of Neural-machine Interface-operated Prostheses

Published on: January 7, 2019

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人类继承了人工智能偏见.

Lucía Vicente1, Helena Matute2

  • 1Department of Psychology, Deusto University, Avenida Universidades 24, 48007, Bilbao, Spain.

Scientific reports
|October 3, 2023
PubMed
概括

人们可以继承人工智能 (AI) 的偏见. 即使在人工智能协助后,人类的决策也反映了人工智能在医疗诊断任务中的偏见建议,证明了偏见遗传.

科学领域:

  • 人与计算机的交互
  • 人工智能伦理学 人工智能伦理学
  • 认知心理学 认知心理学

背景情况:

  • 人工智能 (AI) 系统可能会表现出偏见,导致错误的建议.
  • 了解偏见的人工智能对人类决策的影响至关重要,特别是在医学等敏感领域.

研究的目的:

  • 调查个人是否在与有偏见的AI系统互动后,在自己的决策中复制AI偏见.
  • 为了确定这种偏见是否在人工智能支持被删除后仍然存在.

主要方法:

  • 通过模拟医疗诊断任务进行了三项实验.
  • 参与者从有偏见的AI系统获得了帮助,或者在没有AI支持的情况下工作.
  • 性能是根据分类准确性和错误模式来评估的.

主要成果:

  • 人工智能建议显著影响了参与者的诊断决策.
  • 使用有偏见的AI的参与者即使在AI援助被撤回后,也继续犯下类似的错误.
  • 人类的反应模仿了AI偏见,表明了偏见的转移.

结论:

  • 人类遗传的AI偏见是显而易见的,用户采用他们与之互动的AI系统的偏见.

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Last Updated: Jul 15, 2025

Characterization of the Sense of Agency over the Actions of Neural-machine Interface-operated Prostheses
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Characterization of the Sense of Agency over the Actions of Neural-machine Interface-operated Prostheses

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  • 这一现象对人工智能在关键决策过程中的部署产生了重大影响.
  • 需要进一步的研究来制定减轻人工智能偏差转移的策略.