Inteligência artificial e redes neurais

novo contexto de identificação

Autores

DOI:

https://doi.org/10.23925/2179-3565.2025v16i2p146-154

Palavras-chave:

Transformação digital, Ética da Inteligência Artificial, Desenvolvimento inovador, Identidade humana, Cultura de Inteligência Artificial, Dados pessoais, Análise de Big Data

Resumo

O estágio atual do desenvolvimento da humanidade é caracterizado por uma transformação digital ativa dos processos que garantem sua existência próspera. Os sistemas digitais apresentam aos usuários funcionalidades que dependem de inteligência artificial e redes neurais, moldando assim seus contextos de identificação. O artigo estabelece as possíveis ameaças aos seres humanos que podem surgir do desenvolvimento de sistemas inteligentes (por exemplo, ameaças aos dados pessoais, ao sistema de valores e à cultura). É dada atenção especial à regulamentação do estado atual no desenvolvimento da IA. A Rússia desenvolveu e aplica seu próprio Código de Ética no campo da IA e atos legislativos que regulamentam o desenvolvimento, a introdução e o uso de sistemas inteligentes em diferentes setores. A pesquisa comprova a necessidade de analisar os resultados fornecidos pelos sistemas de IA com base nas perguntas formuladas para evitar a delegação da atividade intelectual humana a eles. O estudo conclui que o desenvolvimento da IA precisa ser estudado com uma abordagem interdisciplinar.

Biografia do Autor

Sergey Vityaev, Plekhanov Russian University of Economics

Plekhanov Russian University of Economics, Moscow

Moscow State Linguistic University, Moscow

Referências

Aggarwal, K., Mijwil, M.M., Sonia, Al-Mistarehi, A.H., Alomari, S., Gök, M., Alaabdin, A.M.Z., Abdulrhman, S.H. (2022). Has the future started? The current growth of artificial intelligence, machine learning, and deep learning. Iraqi Journal for Computer Science and Mathematics, 3(1), 115-123. http://dx.doi.org/10.52866/ijcsm.2022.01.01.013

Altemirova, Kh.S. (2023). Iskusstvennyi intellekt i vozmozhnosti ego primeneniia v raznykh sferakh zhizni [Artificial intelligence and the possibilities of its application in different areas of life]. Young Scientist, 48(495), 5-7.

Avdonin, V.S., Silaeva, V.L. (2023). Neiroseti novogo pokoleniia v kontekste tekhnologii iskusstvennogo intellekta, filosofii i sotsialno-politicheskikh nauk [New generation neural networks in the context of artificial intelligence technologies, philosophy and socio-political sciences]. Political Science, 4, 127-154. https://doi.org/10.31249/poln/2023.04.05

Barkova, E., Buzskaia, O., Ivleva, M., Buzskii, M. (2017). Ekologiia kultury v prostranstve sotsialnogo i gumanitarnogo znaniia [Ecology of culture in the space of social and humanities knowledge]. In Chelovek i obshchestvo v kontekste sovremennosti. Filosofskie chteniia pamiati professora P.K. Grechko (pp. 229-237). Moscow: Peoples’ Friendship University of Russia (RUDN University).

Belikova, E.K. (2024). Chelovecheskaia identichnost kak tsennost v kontekste kultury iskusstvennogo intellekta [Human identity as a value in the context of artificial intelligence culture]. Current Culture, 3, 1-12.

Federspiel, F., Mitchell, R., Asokan, A., Umana, C., McCoy, D. (2023). Threats by artificial intelligence to human health and human existence. BMJ Global Health, 8(5), e010435. http://dx.doi.org/10.1136/bmjgh-2022-010435

Flores, E., Xu, X., Lu, Y. (2020). Human capital 4.0: A workforce competence typology for Industry 4.0. Journal of Manufacturing Technology Management, 31(4), 687-703. https://doi.org/10.1108/JMTM-08-2019-0309

Gracheva, A.V., Naumov, V.B., Arkhipov, V. (2023). Identifikatsiia v sfere iskusstvennogo intellekta i robototekhniki: Sravnitelnoe issledovanie [Identification in the field of artificial intelligence and robotics: A comparative study]. Zakon, 2, 96-108. https://doi.org/10.37239/0869-4400-2023-20-2-96-108

Gusov, A.Z., Repkina, O.B. (2019). Sotsialnye resursy i riski promyshlennoi revoliutsii 4.0 v Rossii [Social resources and risks of industrial revolutions 4.0 in Russia]. Journal of Volgograd State University. Economics, 21(1), 5-12. https://doi.org/10.15688/jvolsu3.2019.1.1

Iskanderova, Sh.D. (2023). Vliianie iskusstvennogo intellekta na sovremennyi mir [The impact of artificial intelligence on the modern world]. Science and Education, 4(4), 564-570.

Ivaldi, S., Scaratti, G., Fregnan, E. (2022). Dwelling within the fourth industrial revolution: organizational learning for new competences, processes and work cultures. Journal of Workplace Learning, 34(1), 1-26. https://doi.org/10.1108/JWL-07-2020-0127

Jiang, Y., Li, X., Luo, H., Yin, S., Kaynak, O. (2022). Quo vadis artificial intelligence? Discover Artificial Intelligence, 2(1), 4. http://dx.doi.org/10.1007/s44163-022-00022-8

Krasnikova, I., Grankina, V. (2024). Machine vision based intelligent system for artificially reared fish condition monitoring. BIO Web of Conferences, 138, 01016. http://dx.doi.org/10.1051/bioconf/202413801016

Lee, S., Lee, M., Lee, S. (2023). What if artificial intelligence become completely ambient in our daily lives? Exploring future human-AI interaction through high fidelity illustrations. International Journal of Human–Computer Interaction, 39(7), 1371-1389. http://dx.doi.org/10.1080/10447318.2022.2080155

Logachev, M. (2024). Functional requirements for an intelligent system for monitoring the impact of beaver activity on ecosystems. BIO Web of Conferences, 130, 08022. http://dx.doi.org/10.1051/bioconf/202413008022

Logachev, M., Smirnova, Y. (2024). Implementing healthy eating principles for consumers in a digital farmers' market system. BIO Web of Conferences, 141, 01019. http://dx.doi.org/10.1051/bioconf/202414101019

Mahmood, T., Mubarik, M.S. (2020). Balancing innovation and exploitation in the fourth industrial revolution: Role of intellectual capital and technology absorptive capacity. Technological Forecasting and Social Change, 160, 120248. https://doi.org/10.1016/j.techfore.2020.120248

Mamedova, N.M. (2021). Chelovek v epokhu tsifrovizatsii: Na grani realnogo i virtualnogo [Humans in the age of digitalization: On the verge of real and virtual]. Vek Globalizatsii, 39(3), 74-85. http://dx.doi.org/10.30884/vglob/2021.03.06

Mamedova, N.M., Bezveselnaya, Z.V., Ivleva, M.I., Komarova, V. (2022). Environmental management for sustainable business development. Entrepreneurship and Sustainability Issues, 9(3), 134-151. https://doi.org/10.9770/jesi.2022.9.3(9)

Mirbabaie, M., Brünker, F., Möllmann, N.R., Stieglitz, S. (2022). The rise of artificial intelligence–understanding the AI identity threat at the workplace. Electronic Markets, 32, 72-99. https://doi.org/10.1007/s12525-021-00496-x

Neumann, W.P., Winkelhaus, S., Grosse, E.H., Glock, C.H. (2021). Industry 4.0 and the human factor – A systems framework and analysis methodology for successful development. International Journal of Production Economics, 233, 107992. https://doi.org/10.1016/j.ijpe.2020.107992

Ooi, K.B., Tan, G.W.H., Al-Emran, M., Al-Sharafi, M.A., Capatina, A., Chakraborty, A., Dwivedi, Y.K., Huang, T.L., Kar, A.K., Lee, V.-H., Loh, X.M., Micu, A., Mikalef, P., Mogaji, E., Pandey, N., Raman, R., Rana, N.P., Sarker, P., Sharma, A., Teng, C.-I., Wamba, S.F., Wan, W.L. (2025). The potential of generative artificial intelligence across disciplines: Perspectives and future directions. Journal of Computer Information Systems, 65(1), 76-103. https://doi.org/10.1080/08874417.2023.2261010

Popkova, E.G., Sergi, B.S. (2020). Human capital and AI in industry 4.0. Convergence and divergence in social entrepreneurship in Russia. Journal of Intellectual Capital, 21(4), 565-581. https://doi.org/10.1108/JIC-09-2019-0224

Sarker, I.H. (2022). AI-based modeling: Techniques, applications and research issues towards automation, intelligent and smart systems. SN Computer Science, 3(2), 158. https://doi.org/10.1007/s42979-022-01043-x

Selenko, E., Bankins, S., Shoss, M., Warburton, J., Restubog, S.L.D. (2022). Artificial intelligence and the future of work: A functional-identity perspective. Current Directions in Psychological Science, 31(3), 272-279. http://dx.doi.org/10.1177/09637214221091823

Strich, F., Mayer, A.S., Fiedler, M. (2021). What do I do in a world of artificial intelligence? Investigating the impact of substitutive decision-making AI systems on employees' professional role identity. Journal of the Association for Information Systems, 22(2), 304-324. http://dx.doi.org/10.17705/1jais.00663

Toorajipour, R., Sohrabpour, V., Nazarpour, A., Oghazi, P., Fischl, M. (2021). Artificial intelligence in supply chain management: A systematic literature review. Journal of Business Research, 122, 502-517. http://dx.doi.org/10.1016/j.jbusres.2020.09.009

Uysal, E., Alavi, S., Bezençon, V. (2022). Trojan horse or useful helper? A relationship perspective on artificial intelligence assistants with humanlike features. Journal of the Academy of Marketing Science, 50(6), 1153-1175. http://dx.doi.org/10.1007/s11747-022-00856-9

Yuan, S., Musibau, H.O., Genç, S. Y., Shaheen, R., Ameen, A., Tan, Z. (2021). Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?. Technological Forecasting and Social Change, 165, 120533. http://dx.doi.org/10.1016/j.techfore.2020.120533

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Publicado

2025-06-25

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