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September 11, 2026
How to Assess Students Knowledge in the Age of AI
A researcher at HSE University has proposed a flowchart to help lecturers decide how to assess students who use artificial intelligence. It shows where the use of AI should be restricted and where it can be incorporated into the learning process. The article has been published in IT Professional.
September 9, 2026
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You cannot study spoken dialects from books. Instead, you need to go to a village, seek out its elders, and earn the trust of local residents before you can record hours of spontaneous stories. This is how Natalia Muravleva, Associate Professor at the Faculty of Humanities, conducts her research. Her internship in Serbia continued her long-standing study of dialects spoken by Macedonian settlers. In this interview, she discusses how diaspora cultural centres help researchers reach informants, why native speakers need to be interviewed only in their own language (otherwise, as she puts it, they may 'break'), and how a single field season helped her finalise her monograph. She also shares warm memories of autumn in Belgrade and of colleagues with whom grammar can be discussed in three languages at once.
September 9, 2026
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Researchers at the HSE FCS AI and Digital Science Institute have developed CAD2TechSpec, a framework that converts 3D models of mechanical parts into machining process plans—step-by-step instructions for machine tools. The solution aims to reduce the time required for the design and preparation of technical process documentation in mechanical engineering, aircraft manufacturing, and other high-tech industries. The study findings have been published in PeerJ Computer Science.

 

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Psychophysiological correlates of learner-instructor interaction: A scoping review

International Journal of Psychophysiology. 2025. Vol. 211. Article 112556.
Kustova T., Vodneva A., Tcepelevich M., Tkachenko I., Galina Oreshina, Zhukova M., Golovanova I., Grigorenko E.

This article reviews recent studies of real-time learner-instructor interactions and psychophysiological indicators associated with this process. The initial systematic search of the literature yielded 2,663 articles; 26 peer-reviewed articles in English were included in the final sample. The learner-instructor interpersonal relationships were studied using neuroimaging, eye movements, and peripheral physiological devices. Retrieved articles covered several phenomena accompanying learning interaction, including attention and meditation processes, mental effort, engagement, inter-brain synchronization, relationship quality, and interpersonal behavior. Some articles emphasized the link between the aforementioned processes and learning outcomes. The following psychophysiological correlates of processes underlying learning interaction were indicated. Inter-brain synchronization in the prefrontal cortex and temporal-parietal area is associated with the social component of learning interactions and positively correlates with learning outcomes. Students' engagement is accompanied by a decrease in electroencephalography occipital alpha rhythm, indicating heightened attention. Experienced teachers tend to focus their gaze on students while balancing gaze between learners and content facilitates students' attention. Students' gaze allocation toward learning-related areas indicates attention and engagement, which varies with instructional strategies. Heart rate and electrodermal activity positively correlate with learners' engagement, increasing during active educational strategies and decreasing throughout the lesson. Finally, heart rate, reflecting physiological arousal and interpersonal behavior, relates to the emotions experienced by the teacher. However, most of the registered associations require replication and further research, as at this point, their direction and magnitude are inconclusive due to, most likely, the differences in the methods and analytical strategies. Limitations and implications for future research are discussed.

Research target: Psychology
Language: English
DOI
Text on another site
Keywords: обучениевзаимодействиеповедениепсихофизиологияeye-trackingфизиологияneuroimagingнейровизуализацияайтрекермежмозговая синхронизацияInter-brain synchronizationLearner-instructor interactionPeripheral physiologyPsychophysiological correlatesвзаимодействие обучающийся-инструкторпсихофизиологические корреляты
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