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June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
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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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Доверие как продукт вовлеченности в информационные потоки

Мониторинг общественного мнения: Экономические и социальные перемены. 2014. № 4. С. 128–140.
Vólchenko O.

The purpose of the study is to examine how the involvement in information channels influences the trust. The author chooses the information approach towards the analysis of the phenomenon of trust as a means to overcome the lack of knowledge or uncertainty. The article highlights that trust is tightly connected to the assessment of the possible outcome, uncertainly and the amount of available information about the world. The author admits that the more people are involved in information channels, the higher the generalized trust is. The information taken from different sources makes society more understandable and transparent, and people`s behavior – more predictable; that leads to the increased level of trust.

Using the data of the fifth wave of the European Social Survey, the author constructs a model that considers information approach towards trust and a number of key variables which allow determining the pure influence of the involvement in information channels on trust. Involvement in information channels (use of Internet, reading newspapers, everyday communications) is also important along with such factors as age, years of education, subjective welfare on trust. Multilevel modeling helps to determine how the frequency of the Internet use influences the trust.

Priority areas: sociology
Language: Russian
DOI
Text on another site
Keywords: information flowsинформационные потокиInternetEuropean countriesевропейские страныmultilevel modelingмногоуровневое моделированиегенерализованное довериеинтернет generalized trust
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