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arXiv 2202.07446cs.CYcs.AI
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关系型人工智能

Relational Artificial Intelligence

Umeå University(于默奥大学)

Virginia Dignum

摘要:

人工智能的影响不仅取决于基础研究和技术发展,而且在很大程度上取决于这些系统如何被引入社会并在日常生活中使用。尽管人工智能传统上与理性决策有关,但理解和塑造人工智能在各个方面的社会影响需要关系视角。人工智能的理性方法,即计算算法独立于人类干预、洞察力和情感来驱动决策,已被证明会导致偏见和排斥,暴露出社会的脆弱性和不安全感。需要一种关注事物关系本质的关系方法来处理人工智能的伦理、法律、社会、文化和环境影响。人工智能的关系方法认识到,客观和理性的推理并不总是导致“正确”的方式进行,因为什么是“正确的”取决于做出决定的情况的动态,而不是解决道德问题,人工智能的设计和使用的重点必须是提出道德问题。在这份立场文件中,我首先对当前人工智能的概念化进行了一般性讨论,然后概述了现有的治理方法以及负责任的人工智能开发和使用。然后,我反思了什么应该是人工智能社会范式的基础,以及如何将其嵌入关系、女权主义和非西方哲学,特别是Ubuntu哲学。

英文摘要:

The impact of Artificial Intelligence does not depend only on fundamental research and technological developments, but for a large part on how these systems are introduced into society and used in everyday situations. Even though AI is traditionally associated with rational decision making, understanding and shaping the societal impact of AI in all its facets requires a relational perspective. A rational approach to AI, where computational algorithms drive decision making independent of human intervention, insights and emotions, has shown to result in bias and exclusion, laying bare societal vulnerabilities and insecurities. A relational approach, that focus on the relational nature of things, is needed to deal with the ethical, legal, societal, cultural, and environmental implications of AI. A relational approach to AI recognises that objective and rational reasoning cannot does not always result in the 'right' way to proceed because what is 'right' depends on the dynamics of the situation in which the decision is taken, and that rather than solving ethical problems the focus of design and use of AI must be on asking the ethical question. In this position paper, I start with a general discussion of current conceptualisations of AI followed by an overview of existing approaches to governance and responsible development and use of AI. Then, I reflect over what should be the bases of a social paradigm for AI and how this should be embedded in relational, feminist and non-Western philosophies, in particular the Ubuntu philosophy.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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