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相关概念视频

The Representativeness Heuristic02:13

The Representativeness Heuristic

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The representative heuristic describes a biased way of thinking, in which you unintentionally stereotype someone or something. For example, you may assume that your professors spend their free time reading books and engaging in intellectual conversation, because the idea of them spending their time playing volleyball or visiting an amusement park does not fit in with your stereotypes of professors.
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Decision Making: Traditional Method01:14

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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...
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Self-Evaluation: Self-Enhancement and Self-Verification03:00

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Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
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Decision Making01:20

Decision Making

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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...
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Automatic Processing and Automatic Social Behavior01:28

Automatic Processing and Automatic Social Behavior

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Automatic processing refers to the cognitive operations that occur without conscious intent or awareness, playing a fundamental role in shaping social cognition and behavior. These processes enable individuals to navigate complex social environments efficiently by relying on mental shortcuts and pre-existing knowledge structures known as schemas. One of the most influential mechanisms underlying automatic processing is priming, which subtly activates mental representations through exposure to...
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The Anchoring-and-Adjustment Heuristic01:25

The Anchoring-and-Adjustment Heuristic

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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...
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Characterization of the Sense of Agency over the Actions of Neural-machine Interface-operated Prostheses
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人们根据驱动其行为的算法来评估代理.

Eric Bigelow1, Tomer Ullman1

  • 1Department of Psychology, Harvard University, Cambridge, MA, USA.

Open mind : discoveries in cognitive science
|September 17, 2025
PubMed
概括

评估代理的人会考虑底层算法,而不仅仅是性能. 这项研究揭示了人类是直观的认知主义者,重视知识的价值.

科学领域:

  • 认知科学 认知科学
  • 人工智能的人工智能
  • 人与计算机的交互

背景情况:

  • 人类通过考虑可观测的指标或潜在的计算过程来直观地评估代理的性能.
  • 区分直观行为主义 (关注外部表现) 和直观认知主义 (关注内部算法) 对于理解人类判断至关重要.

研究的目的:

  • 调查人们在评估代理时是否优先考虑外部绩效指标或内部算法过程.
  • 提出和测试一个有三个维度的框架:行动效率,表现效率和概括,以区分直观行为主义和认知主义.

主要方法:

  • 对598名参与者进行了一项实验,评估了一对迷宫解决剂及其基础程序.
  • 代理人得到了一个单一的迷宫解决示例,在三个拟议的维度中对变化.
  • 参与者选择了"更好的"计划,允许分析他们的评价标准.

主要成果:

  • 拟议的框架成功地预测了参与者在实验任务中的方案选择.
  • 结果表明,参与者倾向于基于其潜在算法属性的程序.
  • 证据支持这样的假设,即人类的评估超越了单纯的表现,包括了算法考虑.

结论:

  • 人类表现为直观的认知学家,考虑代理人的内部算法,而不是仅仅专注于外部性能.
关键词:
图灵测试就是一个测试.概括的概括是一般化的.情报归因 情报归因程序学习学习程序学习思想的思想理论的理论.

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  • 这些发现对设计与人类直观判断一致的AI系统以及理解人类-AI互动有重要意义.
  • 未来的研究可以在更复杂的代理行为和任务中探索这些维度的细微差别.