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  • МОДЕЛИРОВАНИЕ И ПРОГНОЗИРОВАНИЕ ГЛОБАЛЬНОЙ ДИНАМИКИ В XXI ВЕКЕ
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News
September 11, 2026
How to Assess Students Knowledge in the Age of AI
A researcher at HSE University has proposed a flowchart to help lecturers decide how to assess students who use artificial intelligence. It shows where the use of AI should be restricted and where it can be incorporated into the learning process. The article has been published in IT Professional.
September 9, 2026
‘Balkan Hospitality Opens Doors: Studying Dialects on the Verge of Extinction
You cannot study spoken dialects from books. Instead, you need to go to a village, seek out its elders, and earn the trust of local residents before you can record hours of spontaneous stories. This is how Natalia Muravleva, Associate Professor at the Faculty of Humanities, conducts her research. Her internship in Serbia continued her long-standing study of dialects spoken by Macedonian settlers. In this interview, she discusses how diaspora cultural centres help researchers reach informants, why native speakers need to be interviewed only in their own language (otherwise, as she puts it, they may 'break'), and how a single field season helped her finalise her monograph. She also shares warm memories of autumn in Belgrade and of colleagues with whom grammar can be discussed in three languages at once.
September 9, 2026
Scientists Train Neural Network to Generate Process Plans from 3D Models
Researchers at the HSE FCS AI and Digital Science Institute have developed CAD2TechSpec, a framework that converts 3D models of mechanical parts into machining process plans—step-by-step instructions for machine tools. The solution aims to reduce the time required for the design and preparation of technical process documentation in mechanical engineering, aircraft manufacturing, and other high-tech industries. The study findings have been published in PeerJ Computer Science.

 

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МОДЕЛИРОВАНИЕ И ПРОГНОЗИРОВАНИЕ ГЛОБАЛЬНОЙ ДИНАМИКИ В XXI ВЕКЕ

Вестник Московского университета. Серия 27: Глобалистика и геополитика. 2022. № 1. С. 5–35.
Садовничий В. А., Akaev A., Ильин И. В., Korotayev A., Малков С. Ю.

Introduction. In the last quarter of the 20th century, the nature of global demographic and economic development began to change rapidly: the continuously accelerating growth of the main characteristics that had taken place over the previous two hundred years was replaced by their sharp deceleration. The article presents the preliminary results of research on mathematical modeling and forecasting of world dynamics, aimed at analyzing observed trends and carried out within the framework of the Russian Science Foundation project No. 20-61-46004 “World development and ‘limits to growth’ in the 21st century: modeling and forecasting” (supervisor - academician V.A. Sadovnichy). Materials and methods. During the research, a cognitive scheme of the interaction of various spheres of life at different stages of historical development was formed, basic dynamic equations were proposed that reflect these interactions, and a modification of these equations was substantiated in relation to different historical eras. For each historical epoch, based on the analysis of the corresponding system of equations, a phase portrait was determined and its features were analyzed. Based on this analysis, conclusions were drawn about the patterns of world development in the period under review. Results of the study. The results of mathematical modeling have shown that humanity is currently moving into a fundamentally new phase of historical development, when the old economic and social technologies (liberal capitalism, classical socialism) no longer work. There is a transition of human society to a new phase state, the shape of which has not yet been determined. Under these conditions, we are not talking about forecasting, but about designing the future in new historical conditions. The struggle of world projects begins. The project that is more successful will win. The analysis of these projects was carried out. Discussion. The materials of the article reflect the view of Russian scientists on the cardinal changes taking place in the world in recent decades, based on modeling long-term (lasting hundreds and thousands of years) macrosocial processes. An analysis of options for further world development is made. Analysis and modeling have shown that the interaction in the “society-nature” system will depend on the type of social interactions that will be formed in the future society. Conclusion. On the basis of the analysis carried out, an alternative project of the future W-society (with the conditional name “World-organism”) is proposed, based on the primacy of the principles of cooperation over the principles of competition, Russia can and should formulate. If this project is implemented, as mathematical modeling shows, it is possible to solve global problems related to ecology, global warming, and energy. This global project will make it possible to implement the ideas of prominent Russian humanist scientists on the formation of a fundamentally new integrative noospheric society at a new stage of historical development, the path to which goes through the partnership of civilizations. L.E. Grinin, N.O. Kovaleva, A.I. Andreev, S.E. Bilyuga, A.L Grinin, O.I. Davydova, D.M. Musieva, were also intensely engaged in the research, who by right should be considered as co-authors of this article.

Research target: Sociology (including Demography and Anthropology
Language: Russian
Text on another site
Keywords: макромоделированиедолгосрочное прогнозированиеглобальные процессыglobal processesmacromodelinglimitsпределы Forecasting
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