Preview

Digital Solutions and Artificial Intelligence Technologies

Advanced search

Evolution of Artificial Intelligence: from State-of-Art to Future Innovations

Abstract

The paper studies the features and prospects of artificial intelligence (AI) development. The authors made an analysis of the trends and challenges in this area and proposed the measures aimed at controlling AI impact on economy, society and state policy. The investigators also consider the issues of education, safety, ecology and regulatory policy that are necessary for full and safe implementation of AI-based technologies. Much attention is given to staff training, energy efficiency, data safety and ethical standards to use technologies. The research result has conclusion: it is necessary to design a complex interdisciplinary strategy which could integrate the interests of business, science and society to use efficiently AI and minimize possible risks.

About the Authors

E. A. Salnikov
Financial University under the Government of the Russian Federation
Russian Federation

Evgeny А. Salnikov - Cand. Sci (Econ.), Department of Business Informatics, Faculty of Information Technologies and Big Data Analysis

Moscow



S. R. Muminova
Financial University under the Government of the Russian Federation
Russian Federation

Svetlana R. Muminova - Cand. Sci (Eng.), Department of Mathematics and Data Analysis, Faculty of Information Technologies and Big Data Analysis

Moscow



References

1. Muminova S. R. Artificial intelligence as a tool for public management in tourism. Central Russian Journal of Social Sciences. 2022;17(5):172–182. (In Russ.). DOI: 10.22394/2071-2367-2022-17-5-172-182

2. Skvortsova N. А., Bulatov I. I. Integrating LLM into new product development and innovation processes. Economics of Sustainable Development. 2024;3(59):277–280. URL: https://elibrary.ru/tfthbs (In Russ.).

3. Muminova S. R., Tomashevskaya N. G. Artificial intelligence as a basis for innovation management in tourism. Services in Russia and Abroad. 2022;16(2):94–100. (In Russ.). DOI: 10.24412/1995-042X‑2022-2-94-100

4. Malekova V. А., Romanova E. V. Prospects for the use of chatbots in the HR sector. Service in Russia and Abroad. 2023;17(103):180–191. (In Russ.). DOI: 10.5281/zenodo.7810955

5. Chandre P., Mahalle P., Shinde G., et al. Neuro-Symbolic AI: A Future of Tomorrow. ASEAN Journal on Science and Technology for Development. 2025;42(2). DOI: 10.61931/2224–9028.1620

6. Subotić I. Implications of EU’s artificial intelligence Act. Znanstvena Misel. 2024;86(86):7–13. DOI: 10.5281/ zenodo.10575768

7. Sayapina Т. S. Some problems of interpretation and legal regulation of artificial intelligence in Russia. Property Relationships in Russian Federation. 2023;2(257):101–110. (In Russ.). DOI: 10.24412/2072-4098-2023-2257-101-110

8. Scott A. C., Solórzano J. R., Moyer J. D., Hughes B. B. The Future of Artificial Intelligence. International Journal of Artificial Intelligence and Machine Learning. 2022;2(1):1. DOI: 10.51483/ijaiml.2.1.2022.1–37

9. Nahar Sh. Modeling the effects of artificial intelligence (AI)-based innovation on sustainable development goals (SDGs): Applying a system dynamics perspective in a cross-country setting. Technological Forecasting and Social Change. 2024;201:123203. DOI: 10.1016/j.techfore.2023.123203

10. Morozova I. А., Smetanin A. S., Smetanina A. I. Management of business competitiveness based on artificial intelligence and big data for its sustainable development. Modern Competition. 2024;18(97):29–40. (In Russ.). DOI: 10.37791/2687-0657-2024-18-1-29-40


Review

For citations:


Salnikov E.A., Muminova S.R. Evolution of Artificial Intelligence: from State-of-Art to Future Innovations. Digital Solutions and Artificial Intelligence Technologies. 2025;1(2):64-71. (In Russ.)

Views: 13


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 3033-7097 (Online)