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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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Цифровая онтология и цифровая герменевтика

Вопросы философии. 2024. № 4. С. 116–125.
Vasyukov V. L., Шульга Е. Н.

The article shows that the increasing use of information technologies and the Internet, on the one hand, hides, and on the other hand, makes us think about one ontological problem that accompanies their victorious march across the planet. The use of the Internet leads to what Vattimo calls a “weak ontology” or an “ontology of the weakening of Being”. Truth is now becoming relative not only to the language and beliefs of a community, but also to digital constructs; our cognition is consistent with them, not just with real objects. This new reality implies its perception through the prism of the information and communication sphere as a vast multidimensional territory of digital systems interacting with each other. They navigate it with the help of connections and meanings that often do not coincide at all with those used by human users themselves. This entails the application of new types of interpretation and understanding, previously not the object of study, and forming a new field of hermeneutics – digital hermeneutics, which can be defined as the general problemati- sation of the supposed homology between (social) reality and its digital representations. Digital media and technology are indifferent to our actions, these actions are counted only insofar as they can be used to predict our future actions and/or the actions of people who for some reason are considered to be similar to us. A major im- plication of this is that individuals are always characterized and evaluated in relation to expected behaviors. This affects not only the way computers understand us, but also our self-understanding and our understanding of the world. It is concluded that the development of digital hermeneutics and the comprehension of its foundations leads to a change in the general traditional themes of hermeneutics. Thus, the hermeneutical circle, being one of the devices of philosophical hermeneutics, must inevitably be transformed into a hermeneutic network. As for the other key theme of hermeneutics, the relationship between the whole and its parts, it becomes an opportunity to have a general idea of the object of study. The evidence of this notion becomes problematic for digital hermeneutics – it can view the whole fro from different perspectives and not at the same time. In addition, if earlier it was believed that the use of the hermeneutical circle leads to a common understanding, then in digital hermeneutics, as shown in the article, this is fundamentally unachievable, since now the understanding depends on network structures that constrain and filter the collected data.  Finally,  another central idea of hermeneutics is changing,  namely Gadamer’s “merging of horizons” – in the digital world, it is not only “merging” but also “linking”, which involves establishing a relationship between messengers (messenger programs). In this way, digital hermeneutics goes beyond the classical task of philosophical hermeneutics as a theory of interpretation and reveals its own hidden dimension in the form of message theory, or angeletics, since there is no interpretation without prior communication.

Research target: Philosophy, Ethics, and Religious Studies Computer Science
Language: Russian
Full text
DOI
Keywords: пониманиеинтерпретацияunderstandingdigital hermeneuticsdigital ontologyhermeneutic networkweak ontologyслабая онтологицифровая онтологияцифровая герменевтика
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