自动化康德伦理学:忠实的实现

Lavanya Singh
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摘要

随着我们在医疗、警务和驾驶等领域赋予人工智能越来越大的权力和独立性,人工智能面临着道德困境,但缺乏解决这些问题的工具。监管机构、哲学家和计算机科学家对不道德的人工智能的危险发出了警告,这激发了人们对自动化伦理的兴趣。例如,开发能够进行道德推理的机器。然而,先前在自动化伦理方面的工作很少涉及哲学文献。哲学家们花了几个世纪的时间来争论道德困境,所以当它借鉴哲学文献时,自动化伦理将是最微妙、最一致、最可靠的。在本文中,我提出了一个自动化的康德伦理学的实现,它忠实于康德哲学传统。我在二元道义逻辑中形式化了康德的直言命令,在伊莎贝尔定理证明中实现了这一形式化,并开发了一个测试框架来评估我的实现与康德伦理学的预期属性的一致性。我的系统是迈向哲学上成熟的道德人工智能代理的早期一步,它可以在复杂的道德困境中做出细微的判断,因为它是以哲学文献为基础的。因为我使用了交互式定理证明器,所以我的系统的判断是可解释的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automated Kantian Ethics: A Faithful Implementation
As we grant artificial intelligence increasing power and independence in contexts like healthcare, policing, and driving, AI faces moral dilemmas but lacks the tools to solve them. Warnings from regulators, philosophers, and computer scientists about the dangers of unethical artificial intelligence have spurred interest in automated ethics-i.e., the development of machines that can perform ethical reasoning. However, prior work in automated ethics rarely engages with philosophical literature. Philosophers have spent centuries debating moral dilemmas so automated ethics will be most nuanced, consistent, and reliable when it draws on philosophical literature. In this paper, I present an implementation of automated Kantian ethics that is faithful to the Kantian philosophical tradition. I formalize Kant's categorical imperative in Dyadic Deontic Logic, implement this formalization in the Isabelle theorem prover, and develop a testing framework to evaluate how well my implementation coheres with expected properties of Kantian ethic. My system is an early step towards philosophically mature ethical AI agents and it can make nuanced judgements in complex ethical dilemmas because it is grounded in philosophical literature. Because I use an interactive theorem prover, my system's judgements are explainable.
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