生活机器接口的词汇:对混合AI共享词典的叙述性审查
Andrew Prahl1,2, Yan Li1,2
1Wee Kim Wee School of Communication & Information, Nanyang Technological University, Singapore 637718, Singapore.
Biomimetics (Basel, Switzerland)
|November 26, 2025
概括
该研究通过分析60个定义,澄清了生物混合机器人和人-人工智能系统的术语. 它提出了一个分类法,以提高混合系统研究的清晰度,设计和问责制.
科学领域:
- 机器人和人工智能 机器人和人工智能
- 人与计算机的交互
- 生物启发工程 生物启发工程
背景情况:
- 生物混合机器人和人类人工智能系统的扩散导致了模两可的术语.
- 这种术语的模两可,阻碍了研发的进步.
研究的目的:
- 调查和澄清混合人类-人工智能和生物混合机器人系统中使用的术语的定义.
- 开发一个共享的词汇和分类学来报告这些复杂的系统.
主要方法:
- 一个叙事范围审查和60个字面定义的概念分析.
- 从工程,HCI和政策等多个领域提取了定义.
- 关于机构位置,整合深度和规范价值的编码定义,然后进行聚类.
主要成果:
- 混合系统的四个不同的类别出现了:机器主导,共享,人为主导和以人为中心.
- 大多数定义呈现出积极的价值,与公众风险叙述形成鲜明对比.
- 确定了研究定义和关于混合系统的流行话语之间的差距.
结论:
- 术语准确性对于塑造混合系统的设计,问责制和公众信任至关重要.
- 研究人员应该具体说明"混合AI" (算法融合与人类-AI组合) 的预期含义,代理位置和集成深度.
- 采用标准化的报告实践可以减少混,并提高跨研究的可比性.
相关概念视频
Language and Cognition
696
Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
696
Natural and Artificial Concepts
529
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...
529
Non-equilibrium in the Cell
5.3K
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...
5.3K
Components of Language
732
Language, whether spoken, signed, or written, consists of specific components: lexicon and grammar. The lexicon is the vocabulary of a language, comprising its words. Grammar is the set of rules used to convey meaning through the lexicon. For example, English grammar adds “-ed” to most verbs to indicate past tense. Words are formed by combining phonemes, which are the basic sound units of a language. Different languages have different sets of phonemes (e.g., “ah” vs.
732
Automatic Processing and Automatic Social Behavior
201
Automatic processing refers to the cognitive operations that occur without conscious intent or awareness, playing a fundamental role in shaping social cognition and behavior. These processes enable individuals to navigate complex social environments efficiently by relying on mental shortcuts and pre-existing knowledge structures known as schemas. One of the most influential mechanisms underlying automatic processing is priming, which subtly activates mental representations through exposure to...
201
Cognitive Learning
981
Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
981

