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相关概念视频

Non-equilibrium in the Cell01:16

Non-equilibrium in the Cell

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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

Introduction to Cognitive Psychology

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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.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
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Natural and Artificial Concepts

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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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Intelligence01:27

Intelligence

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The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
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Stereotype Content Model02:16

Stereotype Content Model

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The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
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人工智能:对科学传播的挑战

Charlotte Gauckler1, Micha H Werner1

  • 1Institut für Philosophie, Universität Greifswald, Deutschland.

Klinische Monatsblatter fur Augenheilkunde
|December 5, 2024
PubMed
概括

人工智能 (AI) 为科学沟通提供了强大的工具,但不批判地依赖是危险的. 了解AI的模式匹配性质对于在研究和学术界负责任地使用它至关重要.

科学领域:

  • 计算机科学 计算机科学
  • 科学沟通科学沟通
  • 人工智能的人工智能

背景情况:

  • 人工智能 (AI) 最近的进步导致了适用于科学研究的专用和通用系统.
  • 人工智能工具现在用于数据分析,文本生成,翻译,抄袭检测和科学审查,有望提高效率.

研究的目的:

  • 讨论将人工智能整合到科学传播中的潜在好处和固有的风险.
  • 探索在学术和研究环境中广泛采用人工智能的更广泛的系统后果.

主要方法:

  • 对科学传播当前人工智能能力的文献综述.
  • 对人工智能依赖统计模式复制与真正理解的分析.
  • 探索对科学完整性和工作流程的潜在影响.

主要成果:

  • 人工智能系统为增强科学工作的各个方面提供了巨大的潜力,从数据分析到内容创作.
  • 一个关键的风险在于不批判地接受人工智能产生的输出,因为人工智能缺乏真正的理解,并根据统计模式运行.
  • 人工智能广泛实施可能会导致科学沟通和研究实践的深刻系统变化.

结论:

  • 在科学中负责任地实施人工智能需要清楚地了解它的局限性和潜在的陷.

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  • 平衡人工智能的效率增长与对批判性评估和人类监督的需求,对于保持科学严谨性至关重要.
  • 需要进一步的研究,以在科学沟通中驾人工智能的复杂环境,并减轻潜在的风险.