激进的集体智能和认知科学的重新想象
Nathaniel Rabb1, Steven A Sloman2
1GOV/LAB, Massachusetts Institute of Technology.
Topics in cognitive science
|March 12, 2024
概括
我们引入了激进的集体智能 (CI) 作为一种新的认知科学范式,提出认知功能源于个人之间的分布式相互作用,而不是内部心理过程.
科学领域:
- 认知科学 认知科学
- 集体情报是一种集体情报.
- 思想的哲学 思想的哲学
背景情况:
- 传统的认知科学往往将认知模式封装在个人的思想中.
- 这种观点可能不能完全捕捉到人类认知表现的复杂性.
- 人们越来越认识到社会和文化因素在认知中的作用.
研究的目的:
- 提出"激进的CI"作为认知科学的新范式.
- 挑战个人主义的认知观.
- 探索集体智能如何解释认知现象.
主要方法:
- 激进的集体智能的理论建议.
- 吸引了分布式认知劳动的概念.
- 分析具有专业技能和信息的个人之间的互动.
主要成果:
- 激进的CI假设认知表征和过程是集体的,而不是个人.
- 认知表现是由认知劳动在个人之间的分布来解释的.
- 这个框架解释了各种认知现象,如记忆,推理和解决问题.
结论:
- 激进的CI为理解心灵提供了一个新的框架.
- 它强调认知功能的集体性质.
- 进一步的研究可以探索激进的CI的文化和制度基础.
相关概念视频
Cognitivism
1.4K
Cognitive psychology emerged as a significant field in the mid-20th century. It focused on understanding humans' internal mental processes. This approach emphasizes how people perceive, remember, think, and solve problems—elements critical to human cognition.
Previously dominated by behaviorism, which prioritized observable behaviors and largely ignored mental processes, psychology transformed in the 1950s. Cognitive psychologists argue that understanding how we think and process...
Previously dominated by behaviorism, which prioritized observable behaviors and largely ignored mental processes, psychology transformed in the 1950s. Cognitive psychologists argue that understanding how we think and process...
1.4K
Introduction to Cognitive Psychology
480
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...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
480
Revisionist Views of Adolescent and Adult Cognition
32
A revisionist approach to Jean Piaget's theory of cognitive development has brought new insights that challenge and reinterpret his established ideas. Piaget proposed that the formal operational stage, emerging in adolescence, represents the culmination of cognitive maturity. During this stage, individuals are said to develop abstract thinking, engage in systematic problem-solving, and show a form of egocentrism, believing others are as preoccupied with their behavior as they are...
32
Radical Formation: Abstraction
3.5K
The electron of an atom can be abstracted from a compound by a relatively unstable radical to generate a new radical of relatively greater stability. For example, an initiator which forms radicals by homolysis can abstract a suitable species like a hydrogen atom or a halogen atom from a compound to generate a new radical. This ability of radicals to propagate by abstraction is a crucial feature of radical chain reactions.
Even though homolysis produces radicals, it is different from radical...
Even though homolysis produces radicals, it is different from radical...
3.5K
Reason and Intuition
6.4K
The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
6.4K
Cognitive Learning
240
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...
240


