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Complex systems perspective in assessing risks in artificial intelligence

delete2024-11-13
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OA
AI
D
Dániel Kondor
V
Valerie Hafez
S
Shankar, Sudhang
R
Rania Wazir
F
Fariba Karimi *
DOI:10.1098/rsta.2024.0109delete
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摘要

摘要

En 中文
In this article, we identify challenges in the complex interaction between artificial intelligence (AI) systems and society. We argue that AI systems need to be studied in their socio-political context to be able to better appreciate a diverse set of potential outcomes that emerge from long-term feedback between technological development, inequalities and collective decision-making processes. This means that assessing the risks from the deployment of any specific technology presents unique challenges. We propose that risk assessments concerning AI systems should incorporate a complex systems perspective, with adequate models that can represent short- and long-term effects and feedback, along with an emphasis on increasing public engagement and participation in the process.This article is part of the theme issue 'Co-creating the future: participatory cities and digital governance'.
Keyword:
artificial intelligence
risks
complex systems

期刊

P
Philosophical Transactions of the Royal Society A-Mathematical Physical and Engineering Sciences
IF:
3.7
论文数:
7.8K
被引数:
2.8W

机构

G
Graz University of Technology
学者数:
6.7K
论文数: 6.3K
被引数: 8.5K
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