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Meta-Reasoning in Making Moral Decisions Under Normative Uncertainty

In Dima Mohammed & Marcin Lewiński (eds.), Argumentation and Reasoned Action. College Publications. pp. 1093-1104 (2016)

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  1. Implementation of Moral Uncertainty in Intelligent Machines.Kyle Bogosian - 2017 - Minds and Machines 27 (4):591-608.
    The development of artificial intelligence will require systems of ethical decision making to be adapted for automatic computation. However, projects to implement moral reasoning in artificial moral agents so far have failed to satisfactorily address the widespread disagreement between competing approaches to moral philosophy. In this paper I argue that the proper response to this situation is to design machines to be fundamentally uncertain about morality. I describe a computational framework for doing so and show that it efficiently resolves common (...)
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  • Computer Says I Don’t Know: An Empirical Approach to Capture Moral Uncertainty in Artificial Intelligence.Andreia Martinho, Maarten Kroesen & Caspar Chorus - 2021 - Minds and Machines 31 (2):215-237.
    As AI Systems become increasingly autonomous, they are expected to engage in decision-making processes that have moral implications. In this research we integrate theoretical and empirical lines of thought to address the matters of moral reasoning and moral uncertainty in AI Systems. We reconceptualize the metanormative framework for decision-making under moral uncertainty and we operationalize it through a latent class choice model. The core idea being that moral heterogeneity in society can be codified in terms of a small number of (...)
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