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相关概念视频

Non-equilibrium in the Cell01:16

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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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In general, a schema is a mental construct consisting of a cluster or collection of related concepts (Bartlett, 1932). There are many different types of schemata, and they all have one thing in common: schemata are a method of organizing information that allows the brain to work more efficiently. When a schema is activated, the brain makes immediate assumptions about the person or object being observed.
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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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A schema is a mental construct consisting of a cluster or collection of related concepts (Bartlett, 1932). There are many different types of schemata, and they all have one thing in common: schemata are a method of organizing information that allows the brain to work more efficiently. When a schema is activated, the brain makes immediate assumptions about the person or object being observed.
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According to Charles Cooley, we base our image on what we think other people see (Cooley 1902). We imagine how we must appear to others, then react to this speculation. We don certain clothes, prepare our hair in a particular manner, wear makeup, use cologne, and the like—all with the notion that our presentation of ourselves is going to affect how others perceive us. We expect a certain reaction, and, if lucky, we get the one we desire and feel good about it. But more than that, Cooley...
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简单的自主代理可以增强人类群体的创造性语义发现.

Atsushi Ueshima1,2,3,4, Matthew I Jones1,2,5, Nicholas A Christakis6,7,8

  • 1Yale Institute for Network Science, Yale University, New Haven, CT, USA.

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在创新发现方面,群体表现优于个人. 添加共享类似想法的机器人可以提高团队在探索语义空间方面的表现,从而促进创造性发现.

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科学领域:

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

背景情况:

  • 群体可以比个人更好地促进创新,但面临着像集体思维这样的挑战.
  • 了解如何优化群体创新对于科学和技术进步至关重要.

研究的目的:

  • 调查网络群体和自主代理 (机器人) 如何影响探索语义空间的创新.
  • 确定不同机器人策略对团体创意发现的影响.

主要方法:

  • 实验涉及1875名参与者在125个15个节点的网络中,搜索20,000个名词的语义空间.
  • 机器人采用了来自邻居的随机,最相似或最不相似的名词共享策略.
  • 个人,社会团体和使用机器人的团体之间的表现进行了比较.

主要成果:

  • 与孤立个体相比,群体表现出对语义空间的卓越探索.
  • 具有最相似名词的机器人组在易于导航的语义空间中表现出更好的表现.
  • 简单,可解释的机器人行为可以显著影响人类群体的创造性发现.

结论:

  • 联网的人类群体在探索复杂的思想空间方面是有效的.
  • 自主代理人的战略整合可以增加人类群体的创新能力.
  • 这项研究提供了关于人类-人工智能协作的见解,以提高创造力.