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News
July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
July 20, 2026
‘Science Is Universal-It Knows No Borders
Fuad Aleskerov, Tenured Professor and Director of the International Centre of Decision Choice and Analysis at HSE University, together with his colleagues, has developed methods of network analysis in bibliometrics that have made it possible to identify patterns in the appearance and citation of publications in academic journals, as well as their influence on each other. When one or a number of studies are frequently cited by a wide range of journals, this is an indicator that the research is of high quality. By contrast, extensive cross-citation within a limited group of journals increases the likelihood of identifying a network of predatory publications.
July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.

 

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CONTRACT LAW 2.0: «SMART» CONTRACTS AS THE BEGINNING OF THE END OF CLASSIC CONTRACT LAW

NRU Higher School of Economics , 2016.
Savelyev A.
The paper analyzes legal issues associated with application of existing contract law provisions to  so-called Smart contracts, defined in the paper as “agreements existing in the form of software  code implemented on the Blockchain platform, which ensures autonomy and self-executive  nature of Smart contract terms based on predetermined set of factors”. The paper consists of  several sections. In the first section, the paper outlines peculiarities of Blockchain technology as  currently implemented in Bitcoin cryptocurrency and which forms the core of Smart contracts. In  the second section, the main characteristic features of Smart contracts are described. Finally, the  paper outlines key tensions between classic contract law and Smart contracts.. The conclusion  section sets the core question for analysis of the perspectives of implementation of this  technology by governments: “How to align the powers of the government with Blockchain if  there is no central authority but only distributed technologies”. The author suggests two  solutions, which are not optimal: 1) providing the state authorities with the status of a Superuser  with extra powers and 2) relying on traditional remedies and enforcement practices, by pursuing  specific individuals – parties to Smart contract - in offline mode. It is emphasized that those  jurisdictions, which have the most Blockchain-friendly regulations will have competitive  advantage in attraction of new innovative business models and companies willing to exploit  them in a legal way.
Research target: Law Computer Science
Priority areas: law
Language: English
Full text
Text on another site
Keywords: contractобязательстводоговорное правобиткоинблокчейнBitcoinBlockchainsmart contractумный контракт
Publication based on the results of:
Trends in the development of legal institutions in the digital age (2017)
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