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Artificial intelligence for the public sector: opportunities and challenges of cross-sector collaboration

机译:公共部门的人工智能:跨部门合作的机遇与挑战

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摘要

Public sector organizations are increasingly interested in using data science and artificial intelligence capabilities to deliver policy and generate efficiencies in high-uncertainty environments. The long-term success of data science and artificial intelligence (AI) in the public sector relies on effectively embedding it into delivery solutions for policy implementation. However, governments cannot do this integration of AI into public service delivery on their own. The UK Government Industrial Strategy is clear that delivering on the AI grand challenge requires collaboration between universities and the public and private sectors. This cross-sectoral collaborative approach is the norm in applied AI centres of excellence around the world. Despite their popularity, cross-sector collaborations entail serious management challenges that hinder their success. In this article we discuss the opportunities for and challenges of AI for the public sector. Finally, we propose a series of strategies to successfully manage these cross-sectoral collaborations.This article is part of a discussion meeting issue ‘The growing ubiquity of algorithms in society: implications, impacts and innovations’.
机译:公共部门组织对使用数据科学和人工智能功能在高不确定性环境中交付政策并提高效率越来越感兴趣。数据科学和人工智能(AI)在公共部门的长期成功取决于将其有效地嵌入到交付解决方案中以实施政策。但是,政府无法自行将AI集成到公共服务交付中。英国政府工业战略明确指出,要应对人工智能的巨大挑战,就需要大学与公共和私营部门之间的合作。这种跨部门的协作方法是全球应用AI卓越中心的规范。尽管它们很受欢迎,但跨部门的合作仍带来严重的管理挑战,阻碍了它们的成功。在本文中,我们讨论了公共部门人工智能的机遇与挑战。最后,我们提出了一系列成功管理这些跨部门合作的策略。本文是讨论会议题“算法在社会中的日益普及:影响,影响和创新”的一部分。

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