主题演讲:月球、贫民窟和人工智能:制定数字政府

J. Fountain
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摘要

人工智能有望提供强大的手段、工具和应用程序来解决一系列问题,其中许多问题长期以来一直在数字政府研究中被考虑。然而,人们对机器学习充满了担忧,机器学习是人工智能的一个领域,它包括不透明的“学习”算法,以及可能包含偏见的数据集,这些偏见可能会对自动决策的输出产生严重影响。这些深刻的技术发展与令人不安的社会和收入不平等加剧相冲突,这种不平等造成了政治不稳定和人类苦难。在一次有先见之明的演讲中,理查德·纳尔逊问道,为什么公共政策可以把人送上月球,却不能解决产生和维持贫民窟的问题。数字政府研究人员在人工智能方面应该了解什么?当我们继续研究和影响数字政府的制定时,对人工智能应用感兴趣的数字政府研究人员可以从月球和贫民窟的比喻中学到什么?
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Keynote: The Moon, the Ghetto and Artificial Intelligence: Enacting Digital Government
Artificial intelligence promises to offer powerful means, tools and applications to solve a range of problems many of which have long been considered in digital government research. Yet fears abound concerning machine learning, an area of AI that includes opaque algorithms that “learn,” and datasets that may include biases that could have serious implications for the outputs of automated decision making. These profound technological developments collide with troubling increases in social and income inequalities that have produced political destabilization and human suffering. In a prescient lecture, Richard Nelson asked why it is that public policy can put someone on the moon but cannot solve the problems that produce and sustain the ghetto. What should digital government researchers know at artificial intelligence, and what might digital government researchers interested in artificial intelligence applications learn from the metaphor of the moon and the ghetto as we continue to examine and influence the enactment of digital government?
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