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相关概念视频

Reason and Intuition01:37

Reason and Intuition

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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...
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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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Introduction to Cognitive Psychology01:20

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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.
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Natural and Artificial Concepts01:24

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In psychology, concepts can be divided into two categories: natural and artificial. Natural concepts are formed through direct or indirect experiences. For example, consider the concept of snow. If you live in a place with regular snowfall, such as Essex Junction, Vermont, you know snow through direct experiences. You’ve seen it fall, touched it, shoveled it, and played in it. You recognize its texture, appearance, and even its smell. In contrast, if you live on an island like Saint...
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Creative Thinking01:25

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Creative thinking encompasses innovative and unconventional methods for addressing challenges, often leading to groundbreaking solutions. Instead of focusing solely on enhancing existing systems, such as increasing smartphone battery capacity, creative thinking might inspire advancements like energy-efficient batteries or processors that minimize power consumption. This multidimensional approach underscores the importance of exploring novel pathways to innovation.
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The information-processing theory of cognitive development centers on fundamental mental processes, including attention, memory, and problem-solving skills. Researchers in this field examine how cognitive abilities, such as working memory, evolve and influence children's overall development. Studies indicate that children with stronger working memory tend to excel in reading comprehension, math, and problem-solving compared to peers with less efficient memory skills. Low working memory is...
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人工智能思维:在实践中重新思考人工智能的框架.

Denis Newman-Griffis1,2,3

  • 1Centre for Machine Intelligence, The University of Sheffield, Sheffield S1 3JD, UK.

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PubMed
概括
此摘要是机器生成的。

人工智能 (AI) 的使用需要一个新的框架,AI思维,以弥合学科差距. 这种方法模拟了在各种环境中有效应用人工智能的五个关键能力.

关键词:
人工智能思考思考人工智能应用程序AI应用程序人工智能的人工智能是人工智能.关键数据研究研究研究关键数据研究.跨学科的跨学科性机器学习是机器学习.

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科学领域:

  • 计算机科学 计算机科学
  • 信息科学 信息科学 信息科学
  • 跨学科研究 跨学科研究

背景情况:

  • 人工智能 (AI) 越来越多地在各个学科中使用.
  • 人工智能存在相互矛盾的理解,阻碍了有效的跨学科合作.
  • 需要新的方法来统一人工智能概念,并指导其实际应用.

研究的目的:

  • 提出一个新的概念框架,AI思维,用于理解和应用AI在各个领域.
  • 解决人工智能开发和评估中跨学科方法的需求.
  • 在实践中弥合AI的竞争概念化,并塑造其未来的使用.

主要方法:

  • 开发人工智能思维框架,模拟人工智能使用的关键决策和考虑因素.
  • 确定基于实践的五个能力:激励人工智能使用,制定人工智能方法,评估工具/技术,选择数据,并将人工智能置于社会技术上下文.
  • 通过一个假设的案例研究来说明框架的应用.

主要成果:

  • 人工智能思维框架为人工智能应用提供了一个结构化的方法.
  • 这五个能力为跨学科人工智能实施提供了实际指导.
  • 该框架将人工智能思维与有关人工智能素养和人工智能驱动的创新的更广泛讨论联系起来.

结论:

  • 人工智能思维促进跨学科的合作和一致的AI应用.
  • 该框架可以指导人工智能在教育,工业发展和政策方面的努力.
  • 它为人工智能领域的各种参与者提供了一个统一的视角.