A Value-Based Approach to AI Ethics: Accountability, Transparency, Explainability, and Usability
As artificial intelligence (AI) becomes increasingly prevalent, ensuring its ethical development and deployment is paramount. This paper proposes a value-based approach to AI ethics, focusing on four key principles: accountability, transparency, explainability, and usability. By examining these prin...
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| Format: | Article |
| Language: | English |
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Universidad de Guadalajara
2025-01-01
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| Series: | Mercados y Negocios |
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| Online Access: | https://mercadosynegocios.cucea.udg.mx/index.php/MYN/article/view/7815 |
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| _version_ | 1849734990229667840 |
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| author | Vish Iyer Moe Manshad Daniel Brannon |
| author_facet | Vish Iyer Moe Manshad Daniel Brannon |
| author_sort | Vish Iyer |
| collection | DOAJ |
| description | As artificial intelligence (AI) becomes increasingly prevalent, ensuring its ethical development and deployment is paramount. This paper proposes a value-based approach to AI ethics, focusing on four key principles: accountability, transparency, explainability, and usability. By examining these principles, providing real-world examples, and discussing implementation challenges, we contribute to the ongoing discourse on responsible AI development and offer practical insights for stakeholders across various industries. |
| format | Article |
| id | doaj-art-e06deca271f84591862bc9eea68fce4e |
| institution | DOAJ |
| issn | 2594-0163 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Universidad de Guadalajara |
| record_format | Article |
| series | Mercados y Negocios |
| spelling | doaj-art-e06deca271f84591862bc9eea68fce4e2025-08-20T03:07:40ZengUniversidad de GuadalajaraMercados y Negocios2594-01632025-01-015431210.32870/myn.vi54.7815680A Value-Based Approach to AI Ethics: Accountability, Transparency, Explainability, and UsabilityVish Iyer0Moe Manshad1https://orcid.org/0000-0003-4068-8850Daniel Brannon2https://orcid.org/0000-0002-1100-6788University of Northern Colorado University of Northern Colorado University of Northern Colorado As artificial intelligence (AI) becomes increasingly prevalent, ensuring its ethical development and deployment is paramount. This paper proposes a value-based approach to AI ethics, focusing on four key principles: accountability, transparency, explainability, and usability. By examining these principles, providing real-world examples, and discussing implementation challenges, we contribute to the ongoing discourse on responsible AI development and offer practical insights for stakeholders across various industries.https://mercadosynegocios.cucea.udg.mx/index.php/MYN/article/view/7815artificial intelligence ethicsaccountabilitytransparencyexplainabilityusability |
| spellingShingle | Vish Iyer Moe Manshad Daniel Brannon A Value-Based Approach to AI Ethics: Accountability, Transparency, Explainability, and Usability Mercados y Negocios artificial intelligence ethics accountability transparency explainability usability |
| title | A Value-Based Approach to AI Ethics: Accountability, Transparency, Explainability, and Usability |
| title_full | A Value-Based Approach to AI Ethics: Accountability, Transparency, Explainability, and Usability |
| title_fullStr | A Value-Based Approach to AI Ethics: Accountability, Transparency, Explainability, and Usability |
| title_full_unstemmed | A Value-Based Approach to AI Ethics: Accountability, Transparency, Explainability, and Usability |
| title_short | A Value-Based Approach to AI Ethics: Accountability, Transparency, Explainability, and Usability |
| title_sort | value based approach to ai ethics accountability transparency explainability and usability |
| topic | artificial intelligence ethics accountability transparency explainability usability |
| url | https://mercadosynegocios.cucea.udg.mx/index.php/MYN/article/view/7815 |
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