Ethical Governance of AI: An Integrated Approach via Human-in-the-Loop Machine Learning
AI technology is empowering human society. As for the ethical issues arising from technology, there have been many concerns and discussions, and the corresponding governance approaches have been put forward. However, there is not yet an integrated approach. The known governance approaches have a var...
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-08-01
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| Series: | Computer Sciences & Mathematics Forum |
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| Online Access: | https://www.mdpi.com/2813-0324/8/1/29 |
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| author | Ximeng Chen |
| author_facet | Ximeng Chen |
| author_sort | Ximeng Chen |
| collection | DOAJ |
| description | AI technology is empowering human society. As for the ethical issues arising from technology, there have been many concerns and discussions, and the corresponding governance approaches have been put forward. However, there is not yet an integrated approach. The known governance approaches have a variety of flaws, leading to theoretical problems such as existence, interpretation, and value, and practical problems such as justice, security, and responsibilities. To build an integrated AI governance approach considering multi-stakeholder, an ethical governance approach of AI named "human-in-the-loop" is proposed in this paper. It analyzes the advantages of this method and points out future problems. |
| format | Article |
| id | doaj-art-4c945853e97846d2a5ca7f399d80d6be |
| institution | OA Journals |
| issn | 2813-0324 |
| language | English |
| publishDate | 2023-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Computer Sciences & Mathematics Forum |
| spelling | doaj-art-4c945853e97846d2a5ca7f399d80d6be2025-08-20T02:11:01ZengMDPI AGComputer Sciences & Mathematics Forum2813-03242023-08-01812910.3390/cmsf2023008029Ethical Governance of AI: An Integrated Approach via Human-in-the-Loop Machine LearningXimeng Chen0Department of Philosophy, Xi’an Jiaotong University, Xi’an 710049, ChinaAI technology is empowering human society. As for the ethical issues arising from technology, there have been many concerns and discussions, and the corresponding governance approaches have been put forward. However, there is not yet an integrated approach. The known governance approaches have a variety of flaws, leading to theoretical problems such as existence, interpretation, and value, and practical problems such as justice, security, and responsibilities. To build an integrated AI governance approach considering multi-stakeholder, an ethical governance approach of AI named "human-in-the-loop" is proposed in this paper. It analyzes the advantages of this method and points out future problems.https://www.mdpi.com/2813-0324/8/1/29artificial intelligencehuman-in-the-loopethical governance |
| spellingShingle | Ximeng Chen Ethical Governance of AI: An Integrated Approach via Human-in-the-Loop Machine Learning Computer Sciences & Mathematics Forum artificial intelligence human-in-the-loop ethical governance |
| title | Ethical Governance of AI: An Integrated Approach via Human-in-the-Loop Machine Learning |
| title_full | Ethical Governance of AI: An Integrated Approach via Human-in-the-Loop Machine Learning |
| title_fullStr | Ethical Governance of AI: An Integrated Approach via Human-in-the-Loop Machine Learning |
| title_full_unstemmed | Ethical Governance of AI: An Integrated Approach via Human-in-the-Loop Machine Learning |
| title_short | Ethical Governance of AI: An Integrated Approach via Human-in-the-Loop Machine Learning |
| title_sort | ethical governance of ai an integrated approach via human in the loop machine learning |
| topic | artificial intelligence human-in-the-loop ethical governance |
| url | https://www.mdpi.com/2813-0324/8/1/29 |
| work_keys_str_mv | AT ximengchen ethicalgovernanceofaianintegratedapproachviahumanintheloopmachinelearning |