Problems of bias and discrimination of human capital in artificial intelligence systems
The article is devoted to the study of the genesis of understanding the causes of bias and discrimination of human capital from traditional forms to the era of digitalisation and artificial intelligence (hereinafter referred to as AI). In this article, the authors continue their case studies in the...
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| Format: | Article |
| Language: | English |
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Publishing House of the State University of Management
2024-05-01
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| Series: | Вестник университета |
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| Online Access: | https://vestnik.guu.ru/jour/article/view/5171 |
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| author | E. V. Kashtanova A. S. Lobacheva |
| author_facet | E. V. Kashtanova A. S. Lobacheva |
| author_sort | E. V. Kashtanova |
| collection | DOAJ |
| description | The article is devoted to the study of the genesis of understanding the causes of bias and discrimination of human capital from traditional forms to the era of digitalisation and artificial intelligence (hereinafter referred to as AI). In this article, the authors continue their case studies in the field of studying the ethics of AI, advantages and risks of its widespread distribution and use. The main purpose of writing this work is to study the question of how the use of AI and algorithmic solutions aggravates the problem of bias and discrimination of human capital which is inevitably associated with the emergence of AI. The authors of the article present a brief overview of the retrospective, discover new modern forms of discrimination generated by the action of AI and subject them to open discussion, offering their vision of solving issues on neutralisation the risks caused by the use of AI technologies in relation to certain groups of workers. The authors consider in the article the manifestations of bias and discrimination in society in general and in the field of human resource management in particular, identify possible threats of discrimination as a result of the spread of AI and the consequences of these threats. |
| format | Article |
| id | doaj-art-62e1cf8cf3694c7694fff6135a12e14a |
| institution | Kabale University |
| issn | 1816-4277 2686-8415 |
| language | English |
| publishDate | 2024-05-01 |
| publisher | Publishing House of the State University of Management |
| record_format | Article |
| series | Вестник университета |
| spelling | doaj-art-62e1cf8cf3694c7694fff6135a12e14a2025-02-04T08:28:20ZengPublishing House of the State University of ManagementВестник университета1816-42772686-84152024-05-010317618510.26425/1816-4277-2024-3-176-1853064Problems of bias and discrimination of human capital in artificial intelligence systemsE. V. Kashtanova0A. S. Lobacheva1State University of ManagementState University of ManagementThe article is devoted to the study of the genesis of understanding the causes of bias and discrimination of human capital from traditional forms to the era of digitalisation and artificial intelligence (hereinafter referred to as AI). In this article, the authors continue their case studies in the field of studying the ethics of AI, advantages and risks of its widespread distribution and use. The main purpose of writing this work is to study the question of how the use of AI and algorithmic solutions aggravates the problem of bias and discrimination of human capital which is inevitably associated with the emergence of AI. The authors of the article present a brief overview of the retrospective, discover new modern forms of discrimination generated by the action of AI and subject them to open discussion, offering their vision of solving issues on neutralisation the risks caused by the use of AI technologies in relation to certain groups of workers. The authors consider in the article the manifestations of bias and discrimination in society in general and in the field of human resource management in particular, identify possible threats of discrimination as a result of the spread of AI and the consequences of these threats.https://vestnik.guu.ru/jour/article/view/5171artificial intelligencehuman capital discriminationdigitalisationdigital literacydigital competenceartificial intelligence biasartificial intelligence ethicsdigital bias |
| spellingShingle | E. V. Kashtanova A. S. Lobacheva Problems of bias and discrimination of human capital in artificial intelligence systems Вестник университета artificial intelligence human capital discrimination digitalisation digital literacy digital competence artificial intelligence bias artificial intelligence ethics digital bias |
| title | Problems of bias and discrimination of human capital in artificial intelligence systems |
| title_full | Problems of bias and discrimination of human capital in artificial intelligence systems |
| title_fullStr | Problems of bias and discrimination of human capital in artificial intelligence systems |
| title_full_unstemmed | Problems of bias and discrimination of human capital in artificial intelligence systems |
| title_short | Problems of bias and discrimination of human capital in artificial intelligence systems |
| title_sort | problems of bias and discrimination of human capital in artificial intelligence systems |
| topic | artificial intelligence human capital discrimination digitalisation digital literacy digital competence artificial intelligence bias artificial intelligence ethics digital bias |
| url | https://vestnik.guu.ru/jour/article/view/5171 |
| work_keys_str_mv | AT evkashtanova problemsofbiasanddiscriminationofhumancapitalinartificialintelligencesystems AT aslobacheva problemsofbiasanddiscriminationofhumancapitalinartificialintelligencesystems |