.png){kind=icon}
返回
Artificial intelligence development races in heterogeneous settings
.png){kind=icon}
OA
AI
DOI：10.1038/s41598-022-05729-3.png)
.png){kind=icon}
.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Regulation of advanced technologies such as Artificial Intelligence (AI) has become increasingly important, given the associated risks and apparent ethical issues. With the great benefits promised from being able to first supply such technologies, safety precautions and societal consequences might be ignored or shortchanged in exchange for speeding up the development, therefore engendering a racing narrative among the developers. Starting from a game-theoretical model describing an idealised technology race in a fully connected world of players, here we investigate how different interaction structures among race participants can alter collective choices and requirements for regulatory actions. Our findings indicate that, when participants portray a strong diversity in terms of connections and peer-influence (e.g., when scale-free networks shape interactions among parties), the conflicts that exist in homogeneous settings are significantly reduced, thereby lessening the need for regulatory actions. Furthermore, our results suggest that technology governance and regulation may profit from the world's patent heterogeneity and inequality among firms and nations, so as to enable the design and implementation of meticulous interventions on a minority of participants, which is capable of influencing an entire population towards an ethical and sustainable use of advanced technologies.
Keyword:
COLLABORATION NETWORKS
EVOLUTIONARY GAMES
COOPERATION
INNOVATION
DIVERSITY
EMERGENCE
DYNAMICS
FAIRNESS
RISK
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
3.9
论文数:
28.3W
被引数:
83.5W
机构
引用论文
Evolutionary dynamics of social dilemmas in structured heterogeneous populations结构化异质人群中社会困境的进化动力学OAAI
OAAI分享收藏Degradation of reactive dyes I. A comparative study of ozonation, enzymatic and photochemical processes活性染料的降解I.臭氧、酶和光化学过程的比较研究.png)
Chemosphere
ChemosphereIF0
PREAI
分享收藏分享收藏
查看更多内容