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相关概念视频

Machines: Problem Solving II01:30

Machines: Problem Solving II

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Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. Consider a lifting tong carrying a 100 kg load. It comprises movable sections DAF and CBG linked together with member AB.
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Machines: Problem Solving I01:22

Machines: Problem Solving I

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A toggle clamp is a mechanical device commonly used for holding and clamping objects in various applications, such as woodworking, metalworking, and assembly operations. Consider a toggle clamp subjected to a force of 200 N at the handle. The vertical clamping force can be calculated, provided the dimensions of the toggle clamp are known.
The toggle clamp system is a machine structure consisting of movable, pin-connected multi-force members that form a stabilized system to transmit forces. The...
363
Higher Mental Functions of the Brain: Language01:10

Higher Mental Functions of the Brain: Language

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Language is a system of communication that allows the expression of thoughts, ideas, and feelings. The brain processes language in both hemispheres.
Language formation and comprehension take place in the dominant hemisphere. The dominant hemisphere is responsible for understanding the meaning of spoken, written, or sign language, as well as the ability to communicate. For most people, the left hemisphere is the dominant one. The right hemisphere, then, gives tone and emotional context to the...
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Problem-Solving01:29

Problem-Solving

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Effective problem-solving consists of two steps: 1. identifying the problem and 2. selecting the appropriate problem-solving strategy (i.e., a plan of action used to find a solution). Humans use four problem-solving strategies:
202
Normal and Tangetial Components: Problem Solving01:24

Normal and Tangetial Components: Problem Solving

206
Consider a man with a mass of 70 kg seated in a chair connected to a pin support through a member BC. If the man maintains an upright position, the task is to determine the horizontal and vertical reactions of the chair on the man when the member makes a 45° angle with the horizontal. At this moment, the man has a speed of 5 m/s, increasing at a rate of 1 m/s².
206
Language and Cognition01:27

Language and Cognition

381
Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
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相关实验视频

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Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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在使用ChatGPT的大型语言模型中,具有类似人类问题的解决能力.

Graziella Orrù1, Andrea Piarulli1, Ciro Conversano1

  • 1Department of Surgical, Medical, Molecular and Critical Area Pathology, University of Pisa, Pisa, Italy.

Frontiers in artificial intelligence
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PubMed
概括
此摘要是机器生成的。

这项研究表明,ChatGPT是一种生成预训练变压器 (GPT) 模型,可以有效地解决口头洞察力问题,匹配人类的表现. 它的先进架构支持其在复杂的问题解决任务中的潜力.

关键词:
在这里,我们可以看到AIAIAI.人工智能的人工智能聊天GPT 聊天GPT 聊天在NLP中,我们使用了NLP.机器学习是机器学习.解决问题的解决方法

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科学领域:

  • 人工智能的人工智能
  • 认知科学 认知科学
  • 心理学 心理学 心理学

背景情况:

  • 最近机器学习 (ML) 的进展,特别是生成预训练变压器 (GPT) 模型,对人工智能 (AI) 产生了重大影响.
  • 包括基于聊天的变体在内的GPT模型在语言处理任务中表现出前所未有的准确性.

研究的目的:

  • 评估ChatGPT在口头洞察问题上的解决问题能力.
  • 将ChatGPT的表现与已建立的人类性能基准进行比较.

主要方法:

  • 聊天GPT接受了30个口头洞察力问题,分为练习和转移集.
  • 绩效被分为二进制 (1为正确,0为不正确),每组最高可获得15分.
  • 将ChatGPT的溶解率与人类样本 (20个受试者) 进行了比较.

主要成果:

  • 聊天GPT在开拓思维和解决口头洞察力问题方面表现出潜力.
  • 它的整体表现与实践和转移问题的最可能的人类结果相匹配.
  • 在聚合的问题集中,ChatGPT的解决方案在人类结果中排在前5%的位置.

结论:

  • 聊天GPT的变压器架构和自我注意机制可能有助于其解决问题的能力.
  • 这些发现强调了将人工智能整合到心理学研究中的潜力,以了解认知过程.
  • 进一步的研究是必要的,以充分阐明AI在口头解决问题的能力和局限性.