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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.
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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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Социальные права в контексте новых полномочий Президента

Сравнительное конституционное обозрение. 2020. № 3. С. 82–96.
Soboleva A. K.

The amendments of 2020 to the Russian Constitution changed the model of separation of powers by strengthening the role of the Presidents as a real head of the executive and by weakening the role of the Chairman of the Government, introduced additional guarantees in the case of mpeachment or initiation of criminal prosecution, allowed him to stay in office for two more terms and also made the judiciary, including the Constitutional court, and the prosecution authorities dependent on him through the nomination and dismissal procedure. The move from mixed system of government to the presidential one was introduced in the public discourse as an insignificant and purely technical one, while the main emphasis was made on social and ideological blocks of newly introduced amendments. The necessity of them was justified in mass media and public statements of the government officials by the desire to improve the social security of Russian citizens, guarantee more serious protection of the state’s sovereignty from the foreign influence in the legal filed and constitutionalize traditional values, including the memory about the victory and heroism in Great Patriotic War as well as recognition of marriage solely as a union of man and woman. The article contains analysis of the so-called “social amendments” in the context of the theoretical views of legal scholars on social rights and casts doubts on constitutionalization of these rights in the chapter on federalism vis-à-vis their declaration in the first two chapters of the Constitution, which contains the list of fundamental rights, including social, economic and cultural ones. It is argued, that social policy issues could have been resolved within the existing framework of 1993 Constitution and the executive had enough powers to deal with them. In addition, the principle of solidarity of generations as a characteristics of the pension system, if introduced to the Constitution, would deprive the government of flexibility in the adjustment of this system to the economic situation, employment market and social structure of Russian population. Other proposed amendments are also disputable, because justiciable rights are now mixed in one chapter with norms, declaring goals, and such approach devaluates the text of Constitution as a directly applicable act. The indispensable connection of human rights with separation of powers is demonstrated in terms of classical constitutionalism. The analysis shows that social bloc of amendments was used to mask the amendments on separation of powers, which strengthen the powers of the President and allow the acting President to stay at power for two additional terms. 

Research target: Law
Priority areas: law
Language: Russian
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Keywords: разделение властейсоциальное государствоsocial stateseparation of powerslegitimizationлегитимацияthe constitutional powers of the President of the Russian Federationполномочия Президентаconstitutional amendmentsпоправки к Конституции
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