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  • ТРЕНДЫ РАЗВИТИЯ МИР-СИСТЕМЫ С ПОЗИЦИИ МАКРОИСТОРИЧЕСКОГО ПОДХОДА: КРАТКИЙ АНАЛИЗ
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News
June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
June 5, 2026
‘In the Age of Technology, It Is Interesting to Look into the Past and Think about What We Can Take from It
Polina Tabakova decided to apply for a Philology degree at HSE in Nizhny Novgorod because she grew up in Mari El and did not want to move far away from the Russian forests. In an interview for the Young Scientists of HSE University project, she spoke about the genre of the campus novel, the existential drama of Kolobok, and a blackout version of Eugene Onegin.
June 5, 2026
HSE Scientists Develop Method to Compress Large Language Models Without Losing Quality
Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed a new compression method for large language models such as GPT and LLaMA that reduces their size by 25–36% without additional training or significant loss of accuracy. This is the first approach to use mathematical transformations—specifically, rotations of model weights—to make models more amenable to compression with structured matrices. The study results have been published in ACL Findings 2025. The code is available on GitHub.

 

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ТРЕНДЫ РАЗВИТИЯ МИР-СИСТЕМЫ С ПОЗИЦИИ МАКРОИСТОРИЧЕСКОГО ПОДХОДА: КРАТКИЙ АНАЛИЗ

История и современность. 2022. № 2. С. 124–138.
Садовничий В. А., Akaev A., Ильин И. В., Малков С. Ю., Grinin L. E., Korotayev A.

This article discusses the methodological approach on the basis of which the report to the Club of Rome studies the processes taking place in the world in recent decades. This approach is called macro-historical by the authors. It is based on the analysis of ongoing processes in a broad and long-term historical context, as well as building forecasts of future development based on macro-historical trends and patterns of their change. At the moment, the World-System is just going through such a painful turning point in its development, it is at the point of bifurcation. The authors emphasize the need for a comprehensive analysis that takes into account not only long-term trends, but also the interaction of all important factors, driving forces and spheres (ecology, climate, technology, demography, economics, sociosphere, politics, ideology, culture, etc.) that affect macro-historical development, and also try to identify the specific influence of each of them in a certain period. Therefore, the purpose of the macro–historical approach is to link the mutual influences of various factors into a single picture; such an analysis makes it possible to better understand the processes taking place in the world, the reasons for the change of previous trends and to more clearly imagine the prospects for further development of the World System. The article emphasizes that it is necessary to take into account macro-historical and evolutionary paradigms, patterns and trends, and presents some results of such an analysis.

Research target: Sociology (including Demography and Anthropology
Language: Russian
Full text
DOI
Keywords: developmentфакторы развитияМир-СистемаWorld-Systemdevelopment factorscоциально-экономическое развитиеmacrohistorical approachмакроисторический подход
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