From ethical AI frameworks to tools: a review of approaches
نویسندگان
چکیده
Abstract In reaction to concerns about a broad range of potential ethical issues, dozens proposals for addressing aspects artificial intelligence (AI) have been published. However, many them are too abstract being easily translated into concrete designs AI systems. The various proposed frameworks can be considered an instance principlism that is similar found in medical ethics. Given their general nature, principles do not say how they should applied particular context. Hence, approaches, methods, and tools This paper presents systematic analysis more than 100 frameworks, process models, remedies helping make the necessary shift from implementation, expanding on work Morley colleagues. confirms strong focus approaches only few issues such as explicability, fairness, privacy, accountability. These often addressed with software algorithms. Other, mainly conceptual guidelines, or models. develops structured list definitions refined segmentation development process, suggests areas will require attention researchers developers.
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ژورنال
عنوان ژورنال: AI and ethics
سال: 2023
ISSN: ['2730-5953', '2730-5961']
DOI: https://doi.org/10.1007/s43681-023-00258-9