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August 25, 2026
Scientists Develop Algorithm for More Reliable Processors in Data Centres
Researchers from HSE MIEM and Samara University have developed the LRF-3D algorithm to automatically bypass idle nodes in three-dimensional networks-on-chip. Thanks to its hierarchical architecture, the algorithm outperforms existing solutions in both speed and path accuracy, improving processor reliability for use in data centres, supercomputers, and AI computing. The source code and test results are publicly available.
August 24, 2026
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Researchers at HSE University have developed a model for generating promoters and enhancers—DNA sequences that regulate gene activity. The model works directly with DNA nucleotides, without first transforming them into a continuous numerical representation. This solution could be useful for applications in synthetic biology and gene therapy. The study results were presented at the ICLR 2026 Workshop ‘Generative AI in Genomics (Gen^2): Barriers and Frontiers.’
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Social Integration: At the Crossroads of Knowledge and Values
The International Laboratory for Social Integration Research (ILSIR) at HSE University studies the challenges faced by vulnerable groups and explores ways to help them participate fully in everyday life. To develop effective solutions, the laboratory’s researchers combine cutting-edge methods with practical fieldwork. In this interview with the HSE News Service, Laboratory Head Elena Iarskaia-Smirnova discusses the laboratory’s work.

 

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Reasoning and meta-reasoning are independent of perception

New psychological research. 2026. No. 4.
Berezner T.
In press

Background. Our work was devoted to the influence of processing fluency on different types of thinking. Traditionally, it has been believed that processing fluency leads to a more superficial, intuitive processing of information, while disfluency leads to deep, analytical processing. Moreover, disfluency in some studies is considered as a desirable difficulty in learning.

Methods. We tested the idea that disfluency will contribute to greater success in completing tasks in 3 behavioral experiments aimed at studying logical reasoning (syllogisms), analytical (CRT) and creative problem solving (RAT). There were 4 experimental groups, in one of which tasks were presented in fluent font, and in the other three different types of disfluency were used: small font, illegible font and low contrast of font color with the background. We also asked the subjects to predict their success before completing the task and to assess their confidence in the answer after the task.

Results. Our hypotheses have not been confirmed in any experiment. Disfluency did not affect either the success of the tasks or the metacognitive judgments of the subjects.

Conclusions. We cannot say that disfluency would improve thinking. On the contrary, we can state on the example of our 3 experiments at once in conjunction with other studies that thinking processes are independent of the perceptual form of information, on how legible fonts are used. This result is consistent with other works devoted to the disfluency effect in the field of memory and learning.

Research target: Psychology
Language: English
Keywords: creative thinkingкреативное мышлениеreasoningне-беглостьжелательные трудностиdesirable difficultiesdisfluencymeta-reasoning рассуждениемета-рассуждение
Publication based on the results of:
Cognitive processes in the information environment: phenomena and explanatory models (2025)
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