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相关概念视频

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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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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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Evolutionary psychology explores the origins of human behavior and mental processes by framing them within the context of natural selection, a theory famously propounded by Charles Darwin. This field asserts that many behaviors common across human societies — ranging from instinctive fear reactions to complex social interactions — arose as evolutionary adaptations. These adaptations enhanced the survival and reproductive success of our ancestors, thereby becoming embedded in the...
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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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生成型人工智能:一个历史的视角.

Ran He1,2, Jie Cao1, Tieniu Tan1,2

  • 1New Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.

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概括
此摘要是机器生成的。

生成型人工智能 (GAI) 已经发展了70多年,最近的进步使内容创作和新的见解成为可能. 本综述对GAI发展进行了分类,并探讨了未来的研究方向.

关键词:
人工智能的人工智能是人工智能.基础模型的基础模型.生成性方法是一种生成性方法.

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科学领域:

  • 计算机科学 计算机科学
  • 人工智能的人工智能

背景情况:

  • 生成型人工智能 (GAI) 已经取得了快速进展,使得可以创建文本,图像和代码等多样化的内容.
  • GAI提供了超越传统分析工具的洞察力.

研究的目的:

  • 提供过去70年来生成人工智能 (GAI) 发展的历史概述.
  • 将GAI的成就分类,并确定未来的研究途径.

主要方法:

  • 审查GAI的历史和持续发展.
  • 将GAI成果分为四种类型:基于规则的,基于模型的,深度生成的和基础模型.

主要成果:

  • GAI的进步被分为基于规则的系统,基于模型的算法,深度生成方法和基础模型.
  • 已经审查了成功的生成应用程序,突出了当前的挑战.

结论:

  • GAI技术具有丰富的历史和多样化的应用.
  • 需要进一步的研究,以更好地了解,利用和利用GAI的能力.