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首页> 外文期刊>Trends in Ecology & Evolution >Organic and dynamic tool for use with knowledge base of AI ethics for promoting engineers' practice of ethical AI design
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Organic and dynamic tool for use with knowledge base of AI ethics for promoting engineers' practice of ethical AI design

机译:用于AI道德知识库的有机和动态工具,用于促进工程师的道德AI设计的实践

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摘要

In recent years, ethical questions related to the development of artificial intelligence (AI) are being increasingly discussed. However, there has not been enough corresponding increase in the research and development associated with AI technology that incorporates with ethical discussion. We therefore implemented an organic and dynamic tool for use with knowledge base of AI ethics for engineers to promote engineers' practice of ethical AI design to realize further social values. Here, "organic" means that the tool deals with complex relationships among different AI ethics. "Dynamic" means that the tool dynamically adopts new issues and helps engineers think in their own contexts. Data in the knowledge base of the tool is standardized based on the ethical design theory that consists of an extension of the hierarchical representation of artifacts to understand ethical considerations from the perspective of engineering, and a description method to express the design ideas. In addition, we apply the dynamic knowledge management model called knowledge liquidization and crystallization. To discuss the effects, we introduce three cases: a case for the clarification of differences in the structures among AI ethics and design ideas, a case for the presentation of semantic distance among them, and a case for the recommendation of the scenario paths that allow engineers to seamlessly use AI ethics in their own contexts. We discuss the effectiveness of the tool. We also show the probability that engineers can reconstruct AI ethics as a more practical one with professional ethicists.
机译:近年来,越来越多地讨论了与人工智能发展有关的道德问题。然而,与AI技术有关的研究和发展没有足够的相应增加,该技术与伦理讨论有关。因此,我们实施了一种有机和动态工具,用于AI伦理知识库,用于工程师促进工程师的道德AI设计的实践,实现进一步的社会价值。这里,“有机”意味着该工具涉及不同AI道德之间的复杂关系。 “动态”意味着该工具动态地采用新问题,并帮助工程师在自己的上下文中思考。该工具知识库中的数据基于道德设计理论标准化,该理论包括从工程的角度来了解文物的分层表示的扩展,以及从工程的角度来了解道德考虑,以及表达设计思想的描述方法。此外,我们还应用称为知识液化和结晶的动态知识管理模型。要讨论效果,我们介绍了三个案例:澄清AI伦理和设计思想中结构差异的案例,其中介绍了它们的语义距离,以及允许的场景路径的建议案例工程师在自己的背景下无缝地使用AI道德。我们讨论了工具的有效性。我们还展示了工程师可以将AI伦理重建为具有职业伦理学家的更实用的概率。

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