In recent years, the market for non– fungible tokens (NFTs) has been developing steadily. The concept of tokenising the uniqueness of digital elements has emerged thanks to the Ethereum blockchain token standard. This type of token is associated with digital properties in the context of the value of properties as unique identifiers. This feature has expanded the penetration of NFTs in most industries. Despite this, the NFT ecosystem is still at an early stage of development, while the technologies on which NFTs are based are entering a mature stage of development. All this generates a large amount of unsystematic information, which complicates the process of analysing and evaluating NFT projects. This article identifies opportunities for businesses to use NFTs to help modernise and digitalise their operations. It also identifies the areas by which all NFT collections are grouped and provides criteria for differentiating assets by rarity. The study also identified the impact of the minimum price and the factors that influence it during listing. Based on the results of the analysis, a six– stage analysis of NFT projects was derived, which can be used to analyse and determine the rationality of further research for investment.
Abstract. Introduction. The history of the emergence of Bitcoin and other cryptocurrencies is analyzed. Basic concepts related to blockchain technology are explained. The main focus is on issues important from an investor's point of view, as well as on technical aspects, including the essence and importance of blockchain technology. Purpose. The purpose of the article is to generalize and systematize the available information about the emergence of cryptocurrencies and analyze their patterns. Results. The specifics of digital assets and the bitcoin exchange rate in 2012-2021 were studied in more detail. It was found that on the cryptocurrency market you can earn (as well as lose) both as a trader and as a so-called cryptocurrency hodlers. A rating of cryptocurrency exchanges was developed according to the following indicators: security, number of crypto currencies, fiat currencies, advantages of the exchange, disadvantages of the exchange. Cryptocurrency exchanges are a central part of the entire digital collection ecosystem today. Currently, there are already several hundred crypto exchanges on the market, which differ in terms of transactions, security levels or listed values. In this article, we have described cryptocurrency as objectively as possible so that you can assess for yourself whether it will be the right form of investment for you. Conclusions. The wide choice of service providers and the fact that digital currencies are a relatively new form of investment means that finding the best place to trade is not easy. The cooperation of international financial conglomerates in the development of blockchain technology will save these enterprises billions of dollars per year and will be able to improve their operations and eliminate errors related to the human factor. Participants in the financial system are forced to propose standards that would apply to each participant in the network without disturbing the established status quo in international markets.
The article explores the complexity and diversity of the crypto-asset space, examining the logic of its development, the dynamics of interactions within the ecosystem, and with the external world. It demonstrates how the open-source nature of crypto projects and the emergence of tools for simplified token creation on third-party blockchains have transformed the crypto-asset space into one of unlimited financial asset creation. The structure of the crypto-asset space is represented through a typology of crypto-assets based on technological, functional, and socio-economic characteristics. By studying thirty of the largest crypto-asset projects by market capitalization, several distinct groups that define the construction of crypto-asset space have been identified: bitcoin and ether as the poles of crypto space development; alternative to bitcoin payment cryptoassets; cryptocurrency based back-office solutions for traditional cross-border payments; stablecoins; coins of alternative blockchain platforms with innovative consensus mechanisms and scalability solutions (Layer 1 and Layer 2); crypto-assets of projects for scaling other blockchains and facilitating efficient interoperability between blockchains and the external world; crypto-assets of projects expanding existing successful virtual networks; crypto-assets of centralized cryptocurrency exchanges; DeFi project coins; meme coins; enhanced privacy coins; and non-fungible tokens (NFTs). The article reveals the ongoing development of the crypto-asset space in the following directions: solving the blockchain trilemma considering project goals; ensuring interoperability of decentralized networks; creating new forms of collaboration with traditional financial intermediaries and institutions (which often contrasts with the original cypherpunk ideology). It is argued that the space of decentralized interactions, mediated by crypto-assets, has become a domain of extreme volatility, hyper-financialization, and a space where it is difficult to separate technological value from speculative crypto markets. It also highlights the presence of centralized, opaque, and unregulated hyper-intermediaries, with no clear distinction between professional and non-professional participants in the crypto market. Furthermore, this space seeks additional sources of trust from the traditional world, including through sovereign currency-backed stablecoins, partnerships with traditional financial intermediaries, and regulatory lobbying. The second article presents the structure and logic of the crypto space by examining the nature of more than thirty crypto projects with the largest market capitalization. It also outlines the factors and trends shaping the interaction between the crypto asset space and the traditional financial system.
The use of private digital assets based on distributed ledger technology and cryptography methods is increasing every year. The opportunities provided by crypto assets due to their special characteristics can be used when issuing digital assets controlled by the state. The subject of this article is the study of digital currencies of central banks (CBDC), the digital ruble, consideration of their differences from cryptocurrencies and the opportunities provided by them to strengthen tax control in the field of compliance with tax legislation by subjects of economic relations. The research was carried out using universal (analysis, generalization) and special legal methods of cognition (comparative legal, historical legal). The novelty of the study consists in updating approaches to identifying the essence of digital currencies of central banks, including the digital ruble and the possibility of their influence on compliance with tax legislation. As a result of the study, the author concluded that the need to introduce digital currencies of central banks is now under active study by the central banks of a large number of states. The advantages for users of these assets will be speed, availability of assets even in regions that are difficult to access for banking services and security from the state. For regulators, the introduction of these assets will reduce interest in cryptocurrencies, transactions with which are often made for illegal purposes, as well as give additional incentives in the fight against tax evasion.
The paper discusses formation features of the metaverse concept in terms of the active introduction of information and communication technologies (ICT) into the state governance and business. The work’ goal is to study the concept content, its structure and development prospects. The author used such general scientific research methods as content analysis, comparative and correlation analysis, grouping, synthesis, systematization. In order to reveal the concept content, the paper reflects various approaches to the definition of the term “metaverse”. The author proposes his understanding and analyzes the issues of transition to the Web3 era and its relationship with the metaverse in the digital transformation of society and economy. The research presents a vision of the major elements of the metaverse at the current time. Despite the emerging risks, it assumes the active use of ICT and trends towards decentralization of the economy will contribute to the further implementation of the metaverse concept in our daily life. A practical significance of the research lies in the possibility of using its provisions in the compilation of strategies for the development of corporations and state institutions. As an inference, the study gives some recommendations to corporations on taking part in the creation and it makes development of virtual worlds and a conclusion about the prospects for the concept progress in the medium term.
Open access
Digitalization and Economic Development in Agriculture
In the conditions of a steady surplus of up-to-date information, institutional and value-based tools for reducing the uncertainty of economic activity fade into the background, the paternity that progresses as a result of a combination of the short-term temporal paradigm, historically and institutionally inherent in the Western business traditions and becomes an important structural element, with the fundamental innovation of the information-network economy, the actual manifestation of which is the production of excess information and the creation of conditions for reproduction of uncertainty at the higher level. Cryptocurrencies emphasize the crisis of the banking institutions of financial intermediation as a result of the trust destruction as a natural result of the dominance of the financial component in the system of complementary interaction between financial intermediaries and subjects of the real economy sector, which in turn led to the crisis of financial intermediation and led to the desire of financial services consumers for operating activity without any mediation. Nowadays, the first cases of blockchain technology influence on the processes of reformatting the basic principles of human society development - information asymmetry and trust, which can testify to the depth of the modern transformation transition, are observed. An indirect development effect regarding information-network economy is the intensification of households` credit activity and the development of financial-oriented patterns of behavior, which indicate a prevailing focus on short-term prospects in economic and social activity, an increase in the value of self-interest over the interests of family and immediate surroundings, and a reduction in the impact of long-term hierarchical responsibility (in the generations context) on financial decision-making processes. A striking result of these patterns is an increase in household debt, which leads to a narrowing of economic freedom. Financial culture is gradually losing its role as a basic factor in the development of financial patterns of behavior, that in turn influences financial decision-making process, meanwhile the factors of economic and social conditions, banking marketing tools using client databases are updated.
Olga N. Uglitskikh, Yulia E. Sizon, Raisa I. Safiullaeva
The article discusses modern digital financial technologies used in transactions with decentralized and centralized finance. The blockchain technology is presented, on the basis of which the world’s cryptocurrencies are created and bank payments are made. Attention is paid to Russian cryptocurrencies and the possibility of using them as a means of payment when transferring funds. The advantages and disadvantages of cryptocurrency and banking transactions are compared. The conclusion is made about the choice based on the individual needs and preferences of users, as well as the availability and acceptance of cryptocurrency in the country or industry.
Economic and Technological Developments in Russia
Digitalization and Economic Development in Agriculture
Classic banking operations, such as granting loans, accepting deposits and participating in payment transactions, are on the verge of revolution thanks to the potential use of web 3.0 technologies and tokenized assets. These new financial horizons run the gamut from unsecured virtual assets (like cryptocurrencies) and shadow payments to central bank digital currencies and widespread circulation of money rights. The potential of digital transformations in the financial sphere is best illustrated by distributed ledger technology (blockchain) and new solutions based on it – decentralized digital platforms and tokenized assets. However, there are other forms of decentralized financial instruments, payment services and financing that can allow households and companies to access credit and share unbreakable financial risks, bypassing traditional financial intermediaries. This scientific article discusses relatively new methods of providing access to low-cost and "seamless" payment systems from the point of view of their implementation in small or regional banks. The drive to innovate through alternative financing mechanisms involves the integration of many disparate customers into mainstream and even new financial systems. Tokenized assets can become a means that are available to those who are deprived of access to classic banking services, and even to those who are outside the scope of services of traditional banks.
Open access
Economic and Technological Developments in Russia
Economic, Social, and Public Health Issues in Russia and Globally
Digitalization and Economic Development in Agriculture
The subject of the study is to minimize the risks of strengthening international financial sanctions on economic entities by building a decentralized mechanism for direct financing of budget recipients without the participation of the Federal Treasury in Russia, while ensuring that the payer fulfills its obligations and control over the targeted use of funds. The relevance of the study is to consider this mechanism in the context of international sanctions and as an alternative to a one-time collection from large businesses (windfall tax or tax on excessive profits of past years). The actuality is also confirmed by the use of the principle of “uberization” of relations between public finance entities, while the effectiveness and the need of “uberization” has already been confirmed in business practice. It is established that the financing of part of government spendings through such an alternative mechanism as “Uber” will reduce the sanctions risks for representatives of the business community. In the course of the study, specific examples of projects funded from the federal budget were analyzed, and these projects could first of all be transferred to the proposed new budget pilot financing mechanism. The conclusion is made about the efficiency of the proposed concept and the need for its further elaboration within the increased number 1) of enterprises and organizations directly financing the budget system expenditures on this electronic platform, and 2) of social, cultural and scientific projects financed with its help, gradually “uberizing” an increasing segment of budget financing.
Introduction. The development of information technologies led to the emergence of new financial instruments, payment systems, methods and payment platforms. Cryptocurrency is a means of circulation and payments fundamentally different from traditional ones. Awareness of the emergence and existence of electronic money is quite high, however, awareness of the mechanism of its functioning and the possibility of using/making calculations, financing projects is low. The puppose of the article is to highlight the main characteristic features of cryptocurrencies, to justify the advantages and disadvantages of cryptocurrencies, to analyze the state, dynamics and development prospects of the cryptocurrency market. Results. Characteristic features of cryptocurrencies include: lack of payment system administration; impossibility of forced return, withdrawal or "freezing" of payments (without access to the owner's private key). Cryptocurrency is an investment object, and the speculative-investor type of demand for cryptocurrencies is also noted. The authors identified the advantages of using cryptocurrencies, including: equal conditions of use by users, unlimited possibilities of transactions, their transparency, lack of complications in international transfers and the impossibility of blocking or freezing a cryptocurrency wallet and its funds, no commission, open code of cryptocurrency, decentralization. Among the disadvantages of cryptocurrencies are identified: the danger of losing the key to cryptocurrency; the difficulty of returning funds in case of erroneous currency transfer; lack of guarantees for keeping electronic wallets; intervention by hackers; instability of the cryptocurrency exchange rate, dependence of the exchange rate on demand; high energy consumption; distrust of users. The dynamics of the exchange rate of bitcoin and ethereum were analyzed, significant fluctuations in their exchange rate relative to the dollar during the research period were noted. The difference in the views of countries on the issue of regulating the circulation of cryptocurrencies is described (recognition of operations with cryptocurrency as illegal activity, full / partial ban, legalization of legal circulation of electronic money). Conclusions. Barriers and prospects for the development of the electronic money market have been identified. Given the described features of cryptocurrencies, the prospects of recognition / settlement of cryptocurrencies as a financial instrument at the same level as freely convertible currencies (dollar, euro, etc.) are unrealistic and impractical within the framework of the existing mechanisms of functioning of the cryptocurrency market. The prospects for the growth of cryptocurrency circulation in the sectors of NFT-tokens (in games, music, art, sports) were noted.
Purpose. The aim of the article is to determine the place of cryptocurrencies in the digital economy, assess their state and development trends, research prospective directions for expanding the scope of their use by introducing innovative technologies and tools, and reducing the risks of investing in crypto assets. Methodology of research. The following research methods were used to achieve the set goal: induction and deduction – in the process of identifying cause-and-effect relationships and trends in the development of cryptocurrencies in the digital economy; analysis and synthesis – in the process of studying the individual essential characteristics of the category "cryptocurrency"; comparison – in the process of researching changes in the market capitalization of cryptocurrencies, the dynamics of the Bitcoin exchange rate, the dynamics of the market capitalization of cryptocurrencies and DeFi; graphic – to visualize the results of the study. Findings. The influence of environmental factors on the dynamics of the development of cryptocurrencies during 2021‒2023 has been determined. The directions of their development in the digital economy are substantiated, which include the correlation of the crypto market with traditional markets and the financial sector of the economy, the emergence of new types of cryptocurrencies that expand the range of offered market tools, the expansion of the scope of use of cryptocurrencies through the introduction of innovative technologies and tools. Alternative directions for investing in crypto assets have been identified. A comparative assessment of the risks of traditional investing and investing in cryptocurrencies was carried out. Originality. Determining the essential characteristics of cryptocurrencies, such as price volatility, investment attractiveness and riskiness, has been further developed. Prospective directions for the use of innovative tools in the crypto industry, in particular, decentralized finance (DeFi), are substantiated. Practical value. Conclusions and proposals substantiated by the results of the research can be used in the process of carrying out operations with cryptocurrencies and making decisions by market subjects regarding directions and instruments for investing in crypto assets. Key words: cryptocurrencies, market capitalization, rate dynamics, price volatility, innovative technologies and tools in the crypto industry, decentralized finance (DeFi), alternative investments in crypto assets.
The article analyzes the problems of the current digital transformation of the Russian public sector in organizing the activities of government bodies and public sector institutions. The characteristic of metauniverses and the sphere of decentralized finance in modern economic processes is given. Perspective directions for the development of metauniverse technologies for the public sector and the provision of socially significant services have been determined. The theoretical content of the metauniverse model in the public sector of the economy has been clarified. Recommendations for the development of a model of the national metauniverse for the public sector of Russia are proposed.
The article discusses the institutional aspects of the creation and functioning of financial metauniverses, including the directions of their development in the public sector. The role of NFT and decentralized finance (DeFi) in the scalability of financial metaverses was assessed. The basic roles of the state in the processes of formation of financial metauniverses have been determined and general recommendations have been prepared for approbation of digital finance tools in the activities of executive authorities.
The scant legislative definition of the phenomenon of virtual currencies, the lack of established business circulation and, consequently, the scattered judicial practice, all point to the complexity of understanding the legal status of electronic digital media - digital currency. Since distributed ledger technology is still in its infancy, digital currency users, miners, cryptocurrency exchange owners, tax regulators and policymakers face a number of unresolved issues at the national and international level. It is unlikely that any major economy today would support a cryptocurrency such as bitcoin, which cannot be controlled by a central bank and was created by a secretive cryptographer. Nevertheless, we believe that central banks around the world will launch their own digital currencies, combining the advantages of cryptocurrencies and traditional money. For the future: despite the legislative basis for the fixation of digital currency in Russia, we believe that the further free use and use in civil circulation of cryptocurrency is questionable. Introduction in the near future by the Central Bank of Russia of such a category of object or a type of non-cash money as "digital ruble" practically excludes the free circulation of digital currency. Presumably, that (central bank digital currency, CBDC) or digital ruble will work on the principle of optional means of payment, combining the properties of cash and non-cash funds and subject to issuance by the Bank of Russia in a digital format. The issues related to the legal status of digital rubles today are open and are in the plane of not only civil law, but also constitutional law. The analysis of crypto-exchanges around the world presented in this article reveals one trend - these activities are subject to licensing. For the full development of global financial activities, including the cryptoindustry, the development of competent business legislation on the organizers of trade turnover - crypto-exchanges - with the establishment of general principles of their activities, with the definition of the criteria of these subjects, as well as the content of their actual activities is necessary. To regulate such an institution, a specialized type of licensing is needed, by analogy with fiat money activities, based on the progressive experience of such states as Malta, Estonia, the USA, Canada, Latin America, Switzerland, Japan, etc... Such licensing could be tiered, depending on the volume of cryptocurrency transactions. The creation of strict standardization for any trade, exchange transactions with digital currency would allow Russia to be a full participant in global business. Finally, improving the legal literacy of Russians when participating in exchange activities will raise the status of investment, allow the population to avoid financial risky operations, which will ultimately contribute to the stabilization of the economic situation in the country. The author declares no conflicts of interests.
Nowadays, actively developing digital technologies have a significant impact on all spheres of society. The digitalization of the economy and, in particular, finance is particularly dynamic. Blockchain, distributed ledgers technologies, Big Data and others became the basis for the emergence of cryptocurrencies, tokens, and then other forms of digital financial assets (digital assets). Since the beginning of the use of digital technologies in the financial sector, a separate market has been formed – digital financial assets, opening up to the world community not only new opportunities, but also challenges related to its regulation, control, taxation, and finally, the rules of interaction of participants and the protection of their interests. The article presents the main approaches to the definition of digital financial assets, their classification is considered, a historical overview of the emergence, formation and development of the digital assets market is made, the key directions of their legal regulation and taxation are outlined, the experience of interaction of foreign countries with different types of digital assets is described, with an emphasis on the USA, EU, China and the Middle East countries.
Purpose. The research aim is to study effects of cryptocurrencies inclusion into an investment portfolio. To achieve the aim, portfolios with different composition of traditional and crypto assets are to be formed and compared.Methodology. It is proposed to conduct the following steps of the appropriate algorithm of investigating modern opportunities with cryptocurrency market: 1) preliminary analysis of the relationships and interdependencies between traditional assets and crypto assets; 2) formation of the initial set of crypto assets that can be potentially included into portfolio; 3) efficient frontier assessment for portfolios with different initial composition of assets; 4) comparative assessment and result analysis.Findings. The algorithm was implemented for the initial set of five most common traditional assets and ten cryptocurrencies. The latter constituents list was formed according to the value of market capitalization. Than the initial set of crypto assets was reduced according to their multidimensional distances from traditional assets. The results obtained allow to conclude that there are opportunities of portfolio efficiency increase via crypto assets inclusion in its structure. The increase value varies noticeably and depends on the particular kind of crypto assets, their total share and number.Originality. This research suggests to conduct additional preliminary procedures to choose potential candidates to be included into the traditional portfolio among initial set of crypto assets. Firstly, market capitalization value and low correlations with traditional portfolio constituents are taken into account. Secondly, all assets are presented as points in two-dimensional risk-return space and crypto assets are chosen according to the multidimensional distance measure value.
Maria A. Egorova, V. V. Grib, L. G. Efimova, О. В. Кожевина · 6 authors
The article deals with the national practicies of direct and indirect taxation of income from cryptoassets in some countries of the world, including Russia, France, Italy, USA, Great Britain, etc. The authors study various approaches to the concept of cryptocurrency for the purposes of fiscal management: macroeconomic, cost, accounting, legal and institutional approaches. According to the authors position cryptocurrencies for tax reasons should be treated as a property and means of payment. Therefore, any income in cryptocurrencies received by taxpayers should be subject to personal income tax or corporate income tax, respectively. The recognition of cryptocurrencies as a means of payment (that is, private money) leads to the need to exempt taxpayers from paying value added tax in cases where cryptocurrencies perform these monetary functions in transactions performed by taxpayers, in particular, they perform the function of a means of payment. Payment of taxes on income of taxpayers received in cryptocurrencies can be carried out both in cryptocurrencies and in national (fiat) currencies. It is permissible to establish a tax declaration of transactions for cryptocurrency. The foundations of the legal regime of taxation of digital currencies in the Russian Federation have been formed. The problems of introducing effective taxation of cryptocurrency transactions in the Russian Federation are identified, as well as changes to tax legislation are proposed, in particular, clarification of the range of objects that can be classified as “digital currency”, synchronization with the law on digital financial assets, determining the tax base and implementing tax control of transactions with cryptocurrency. As the study showed, the approaches to indirect taxation are the most unified. Tax regulation is a potential incentive to reduce the speculative interest of participants in transactions with cryptocurrencies and increase the transparency of taxation of cryptocurrencies.
Vladimir. V. Velikorossov, Aleksandr K. Zakharov, Yulia S. Filina, Aleksei Zh. Yakushev
The article analyses the possibilities of creating and implementing digital financial instruments that contribute to the sustainable development of the monetary and financial system of Russia. The methods used are: structural-system, formal-logical, analysis and synthesis, legal, technical, systematic, comparative, historical and grammatical, the method of unity of theory and practice. An attempt has been made to explore a number of digital financial instruments, the key and most promising of which is a smart contract. The main directions of blockchain and mining development in Russia are analysed, including the adoption of the necessary legal acts, the views of specialists, legislative innovations in the field of digital assets, etc. It is shown that the development of blockchain is one of the global trends of the coming years, which will have an impact on different sectors of the economy and business processes of companies. It is concluded that in order to implement the proposed measures for the development of smart contracts and the blockchain system, it is necessary to create a centralized risk management system.
The paper is dedicated to the discussion of the author’s attempt to explain a trend in the future market infrastructure development through the use of tokenized assets. The paper successively solves eight working tasks: a) clarify standard functions of the market infrastructure and roles of a market intermediary; b) outline the logic for developing a virtual market and place of a legal deal; c) clarify four mandatory components of a standard deal; d) distinguish the concept of “tokenized document” as a modern type of legally valid contract; e) distinguish entities and objects involved in a deal and essential conditions of a legally valid deal; f) subjectively assess the potential impact of tokenized assets on the renewal and development of the market infrastructure; g) outline new opportunities for regulating market relations using tokenized assets, which are consequences of their properties and parameters of tokenized assets; h) summarize levels of formation of a new economic potential of tokenized assets for the market infrastructure development. The author concludes that distributed ledger tools and especially the most promising type of distributed ledger virtual asset, such as a tokenized asset, can drive the market infrastructure modernization. It will be a new and additional means for addressing global wealth inequality using tokenized assets. Its “key” is to create new professional jobs in the ecosystems of decentralized information platforms. The most expected promising areas, especially widespread digital commerce, management of objects of intellectual property rights, agricultural sector at the level of micro and small farms, pave the way for significant, almost radical transformations in the composition, structure and number of participants in the market infrastructure and economic relations on the markets. The main and fundamental technical means for this new market infrastructure organization are backed distributed ledger tokens or tokenized assets, namely tokenized contracts, tokenized resources and tokenized deals. Based on the information and applied nature of tokenized assets and four standard components of a deal (contract, entities and objects involved as well as essential conditions of the contract), the author proposed three types of tokenized assets based on the feature “original asset underlying the tokenized asset”, namely: (a) tokenized document, (b) tokenized resource and (c) tokenized deal. Together they universally cover all types of original (underlying) assets in legal civil and economic circulation in almost any country in the world. Having different functional purposes, these three types of tokenized assets along with a digital ecosystem of services potentially fulfill many functions of market intermediaries in the modern market infrastructure.
Open access
Economic Development and Digital Transformation
Digitalization and Economic Development in Agriculture
Due to the significant expansion of the use of cryptocurrencies in the world, there is a need to understand the perspectives and risks associated with their use. Today, the relevance of cryptocurrency has risen sharply again. The cryptocurrency market has increased and is in no hurry to fall. However, this topic is still ambiguous and surrounded by many myths. Before becoming a stable means of payment, the cryptocurrency began to resemble financial instruments. Cryptocurrencies have an impact on the economy, financial system, society, and ecology, so it is necessary to analyze their impact and consider possible ways to solve the problems associated with their use. In recent times, cryptocurrencies, particularly Bitcoin, have been actively used in the traditional financial system. Today, cryptocurrencies can help open up new markets and increase the volume of international trade, as they are not dependent on financial institutions or national currencies. The problem lies in the fact that cryptocurrencies are still relatively new and not fully understood by many people, and their impact on the global economy and financial system can be significant. Therefore, it is necessary to investigate the issue of the prospects and risks of cryptocurrencies in the modern world to understand their impact and make necessary decisions regarding their use. The economic characteristics of the crypto market are essential since blockchain and digital currencies significantly impact the economic sphere. Cryptocurrencies allow people to invest and store their assets without being tied to the traditional financial system. The purpose of this article is to analyze the perspectives and risks of cryptocurrencies. The article covers the impact of cryptocurrencies on the economy, financial system, society, and ecology. Additionally, it analyzes the fluctuations and growth rates of the most well-known cryptocurrencies. Cryptocurrencies can have significance for the economy and the environment if they are used properly and take into account certain factors such as social responsibility, energy conservation, and efficient use of resources. However, it is also important to remember the potential risks associated with cryptocurrencies, which can harm the economy, society, and the environment.
Информатизация затрагивает различные стороны человеческой деятельности, в частности сферу образования.Если в начале этого процесса основной задачей информатизации являлась автоматизация документооборота и управленческой деятельности (менеджмента образования), то в настоящее время акцент смещается в сторону автоматизации и упрощения деятельности преподавателя.В статье рассматривается автоматизированная система, позволяющая повысить объективность контроля качества обучения путем предоставления преподавателю показателей объективного контроля прохождения образовательного мероприятия и самостоятельности выполнения заданий обучающимися, а также информации о других показателях, которые могут быть использованы для валидации оценки.В работе приводится структура интеллектуальной системы и ее особенности.Авторы предлагают классификацию признаков качества обучения на ретроспективные, подлежащие анализу с помощью методов искусственного интеллекта, и оперативные, контролируемые программно-аппаратными методами с помощью системы датчиков.В