On modelling multi-agent systems based on large language models

The article studies the effectiveness of implementation of multi-agent systems based on large language models in various spheres of human activity, analyses their advantages, problems and challenges. The results of the research have shown that multi-agent systems based on large language models have significant potential and wide opportunities in modelling various environments and solving various tasks. © 2025 Shchetinin, E. Y., Velieva, T. R., Yurgina, L. A., Demidova, A. V.