责任感的进化优势:社会和非社会责任感在结构化人口中的共同进化
Theodor Cimpeanu1, Luis Moniz Pereira2, The Anh Han3
1Department of Biological and Environmental Sciences, University of Stirling, Stirling, UK.
Journal of the Royal Society, Interface
|July 30, 2025
概括
情感上的内,社会和非社会,可以发展和促进人工智能的合作. 结构化的网络增强了内感.
科学领域:
- 人工智能伦理学 人工智能伦理学
- 进化游戏理论 进化游戏理论
- 计算社会科学 计算社会科学
背景情况:
- 伦理机器的开发可能需要像内这样的情感能力来进行自我评估和悔.
- 作为人工智能中一种行为特征的内的进化动态尚未得到充分理解.
- 内可以表现为社会内 (代价高昂,涉及他人) 或非社会内 (无代价高昂,涉及自己).
研究的目的:
- 研究人工智能中社会和非社会内的共同演变.
- 确定内策略可以发展和部署的条件.
- 分析人口结构对内和合作演变的影响.
主要方法:
- 来自进化游戏理论的分析方法.
- 广泛的数值模拟.
- 在各种网络结构 (格子,无尺度,混合良好的) 上基于代理的建模.
主要成果:
- 与混合群体相比,在结构化网络 (格子,无尺度) 中,情感内策略在更广泛的成本范围内占主导地位.
- 结构化的人口促进了更高的合作水平,因为罪恶策略的普遍性.
- 社交和非社交的内策略都可以通过聚类在结构化人口中壮成长,从而提供对剥削的保护.
结论:
- 罪恶感,特别是在结构化环境中,可以演变并显著增强人工系统中的合作.
- 这些发现提供了通过了解内的进化基础来设计更道德的人工智能的见解.
- 人口结构在基于内的合作机制的出现和有效性中起着至关重要的作用.
更多相关视频
05:03Author Spotlight: Unveiling Mechanisms of Stress Resilience - Significant Findings, Advancements, and Future Research
Published on: December 15, 2023
4.2K
08:24The Joint Effect of Social Comparison and Social Distance on Evaluation of Intertemporal Choice Outcomes in Event-related Potential Studies
Published on: August 25, 2023
803
相关概念视频
Criticisms of the Evolutionary Perspective
161
In a study where individuals posing as strangers offered compliments and proposed casual sex to students, the responses differed significantly based on gender. Not a single woman accepted the proposal, while 70% of the men agreed. This outcome provides a useful scenario to explore through the lens of evolutionary psychology and social learning theory, highlighting the diverse perspectives on human sexual behaviors.
Evolutionary psychology provides one explanation for these findings, suggesting...
Evolutionary psychology provides one explanation for these findings, suggesting...
161
Inclusive Fitness
36.3K
Most altruistic behavior—in which one animal helps another at a cost to themselves—occurs between relatives. Scientists think these altruistic behaviors evolved because they increase the inclusive fitness of the animal providing help.
36.3K
Evolutionary Psychology
431
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...
431
In- and Out-Groups
40.1K
People all belong to a gender, race, age, and social economic group. These groups provide a powerful source of our identity and self-esteem (Tajfel & Turner, 1979) and serve as our in-groups. An in-group is a group that we identify with or see ourselves as belonging to.
40.1K
Social Proof
28.6K
Social proof is a form of persuasion based on comparison and conformity. People compare their behavior and actions to what others are doing and will change to conform to do what their peers do.
28.6K
Social Facilitation
33.0K
Not all intergroup interactions lead to negative outcomes. Sometimes, being in a group situation can improve performance. Social facilitation occurs when an individual performs better when an audience is watching than when the individual performs the behavior alone. This typically occurs when people are performing a task for which they are skilled.
33.0K
