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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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相关实验视频

Updated: Mar 18, 2026

Using Generative Art to Convey Past and Future Climate Transitions
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计算解释学:评估生成人工智能作为一种文化技术

Cody Kommers1, Ruth Ahnert2, Maria Antoniak3

  • 1The Alan Turing Institute, London, United Kingdom.

Frontiers in artificial intelligence
|March 16, 2026
PubMed
概括

生成型人工智能 (GenAI) 系统需要考虑文化背景的评估. 计算解释学为理解人工智能含义创造提供了一个新的框架,专注于上下文,而不仅仅是准确性.

关键词:
基因AI是基因的人工智能.文化 文化 文化 文化解释解释解释的意思意思意思意思意思意思意思意思.社会影响社会影响.

相关实验视频

Last Updated: Mar 18, 2026

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科学领域:

  • 人工智能的人工智能
  • 人文科学 人文科学
  • 计算语言学 计算语言学

背景情况:

  • 生成性AI (GenAI) 系统越来越多地被视为文化技术.
  • 当前的GenAI评估框架往往忽视了文化在系统运行中的基本作用.
  • 现有的方法将文化视为可测量的变量,而不是内在的组成部分.

研究的目的:

  • 提出计算解释学作为评估GenAI系统的框架.
  • 通过结合从解释学理论的原则来重新构建GenAI评估.
  • 将人工智能评估从准确度指标转变为上下文含义.

主要方法:

  • 借鉴解释学理论来分析GenAI的功能.
  • 确定GenAI的三个核心解释性挑战:定位性,多元性和模糊性.
  • 开发人工智能系统的解释学评估原则.

主要成果:

  • 基因人工智能系统作为"上下文机器"发挥作用,它们本质上与解释作斗争.
  • 计算解释学提供了对GenAI操作的解释性解释.
  • 建议的评估原则包括代基准,人类参与和上下文测量.

结论:

  • 解释学方法对于理解和改进GenAI系统至关重要.
  • 评估人工智能需要将重点从标准化的准确性转移到上下文含义.
  • 这种观点为设计和评估当代人工智能提供了一个新的范式.