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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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Герменевтика естественных наук

Вопросы философии. 2022. № 8. С. 97–106.
Vasyukov V. L., Шульга Е. Н.

When in 1987 D. Marcus claimed the virtual lack of hermeneutics of the natural science as a field of recognizable individual cognitive interests, his argument made a deep impression on the philosophers of science. However, in 1998 P.Heelan, polemicizing with Marcus, put forward the thesis about the existence of “strong hermeneutics” – a philosophical genre of hermeneutics of the natural science. In a number of subsequent works, he gave a detailed exposition of his point of view, establishing links between the modern philosophy of the natural sciences and philosophical hermeneutics. It was based on the inclusion in the philosophy of science those aspects of historicity, culture and tradition that lack in the traditional analysis of the relationship between theory and explanation. The expansion of the range of hermeneutics’ participation in scientific knowledge turned out to be associated with the answer to the question of whether hermeneutics can improve our understanding, primarily the understanding of the essence of those things that fall into the sphere of natural sciences. Given that human subjects and communities are inseparable from nature, this understanding must necessarily take into account the biological aspects of this unity. This forces us to include in the interpretive field of hermeneutics living matter, which should be understood not only as an object of hermeneutic interpretation by people, but at a deep level and as an interpretation of living beings themselves. The formation and legalization of the interpretation of this type dates back to 2002, when A. Markos published the book “Readers of the Book of Life”, which called for the study of the “biohermeneutic” understanding of sign processes in living systems. The possibility of using this type of interpretation in a situation that arose in connection with the increasing exploitation of information technology and the Internet was also extremely interesting. Hermeneutics, which uses an interpretation of this type, is called “digital hermeneutics”. It is based on the concept of “digital ontology”, which was introduced by M. Eldred and R. Capurro: things exist (are understood) as much as we are able to digitize them. Digital hermeneutics should be considered as a general problematization of the supposed homology between reality and its digital representations.

Research target: Philosophy, Ethics, and Religious Studies Natural Sciences
Language: Russian
Full text
DOI
Keywords: герменевтиканарративинтерпретацияinterpretationhermeneuticsbiophilosophydigital hermeneuticshermeneutic networkцифровая герменевтикабиогерменевтика
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