期刊
MINDS AND MACHINES
卷 30, 期 1, 页码 99-120出版社
SPRINGER
DOI: 10.1007/s11023-020-09517-8
关键词
Artificial intelligence; Machine learning; Ethics; Guidelines; Implementation
资金
- Cluster of Excellence Machine Learning - New Perspectives for Science - Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany's Excellence Strategy [EXC 2064/1, 390727645]
Current advances in research, development and application of artificial intelligence (AI) systems have yielded a far-reaching discourse on AI ethics. In consequence, a number of ethics guidelines have been released in recent years. These guidelines comprise normative principles and recommendations aimed to harness the disruptive potentials of new AI technologies. Designed as a semi-systematic evaluation, this paper analyzes and compares 22 guidelines, highlighting overlaps but also omissions. As a result, I give a detailed overview of the field of AI ethics. Finally, I also examine to what extent the respective ethical principles and values are implemented in the practice of research, development and application of AI systems-and how the effectiveness in the demands of AI ethics can be improved.
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