伦理人工智能在实践中的状态:爱沙尼亚公共服务组织的多个案例研究

Charlene Hinton
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引用次数: 0

摘要

尽管大量引入了伦理框架,但公共部门人工智能伦理的实证研究有限。本实证研究探讨了人工智能的伦理是如何转化为实践的,以及公共服务组织实施人工智能所面临的挑战。使用价值敏感设计作为调查框架,与爱沙尼亚政府的八个公共服务组织进行了半结构化访谈,这些组织已经试用或开发了用于提供公共服务的人工智能解决方案。结果表明,人工智能伦理原则的实际应用在人工智能的设计和开发中以不同的方式被间接考虑和展示。但是,根据人工智能的成熟度和公务员对人工智能的认识、知识和能力水平,这些原则的翻译会有所不同。随着公共服务机构致力于微调其人工智能应用程序,与数据相关的挑战仍然存在。
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The State of Ethical AI in Practice: A Multiple Case Study of Estonian Public Service Organizations
Despite the prolific introduction of ethical frameworks, empirical research on AI ethics in the public sector is limited. This empirical research investigates how the ethics of AI is translated into practice and the challenges of its implementation by public service organizations. Using the Value Sensitive Design as a framework of inquiry, semi-structured interviews are conducted with eight public service organizations across the Estonian government that have piloted or developed an AI solution for delivering a public service. Results show that the practical application of AI ethical principles is indirectly considered and demonstrated in different ways in the design and development of the AI. However, translation of these principles varies according to the maturity of the AI and the public servant's level of awareness, knowledge, and competences in AI. Data-related challenges persist as public service organizations work on fine-tuning their AI applications.
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