Author page: Marina Khokhlova

Requiem for Cybernetics. The Genesis of Digital

DOI: 10.33917/es-6.204.2025.16-25

In the present work the authors practically present a requiem for cybernetics — a classical management science that has fulfilled its historical role, but is now giving way to new approaches emerging at the junction of the philosophy of knowledge, complexity theory, the cognitive and social sciences. The article gives a historical and philosophical overview of cybernetics — from Plato, Ampere and Wiener to the present day. It is demonstrated that classical cybernetic paradigm — a mechanistic control model with feedback loops and representation of the world as a set of “finite state machines” — has proven insufficient in the era of dynamically changing, weakly deterministic, self-organizing living systems. Analysis of the causes of the methodological crisis in cybernetics at the turn of the 20th and 21st centuries is provided and it is argued that its resources are exhausted — further progress requires transition to new conceptual ideas. The authors propose a new engineering approach to understanding the World (K3-Engineering) and an original concept for Genesis of the digital — “Digital Genesis” — as a promising replacement.

References:

1. Wiener N. Cybernetics: or Control and Communication in the Animal and the Machine. 1948.

2. Beer S. Brain of the Firm. London, Allen Lane, 1972. 320 p.

3. Sobolev S.L., Kitov A.I., Lyapunov A.A. Osnovnye cherty kibernetiki [The Main Features of Cybernetics]. Voprosy filosofii, 1955, no 4, pp. 136–148.

4. Thiel P., Douthat R. Peter Thiel and the Antichrist. The New York Times, June 26, 2025.

5. Karp A., Zamiska N. The technological republic: hard power, soft belief, and the future of the West. Crown Publishing Group, 2025.

6. Budanov V.G. Metodologiya sinergetiki v postneklassicheskoy nauke i v obrazovanii [Methodology of Synergetics in Post-Non-Classical Science and Education]. Izd. 4-e dop. Moscow, Lenand, 2017, 272 p.

7. Budanov V.G., Kutin V.N., Khokhlova M.N. Kognitivnyy kollektivnyy konvergentnyy inzhiniring. Chast’ I [Cognitive Collective Convergent Engineering. Part I]. Ekonomicheskie strategii, 2023, no 5, pp. 100–109, DOI: https://doi.org/10.33917/es-5.191.2023.100-109

8. Budanov V.G., Kutin V.N., Khokhlova M.N. Kognitivnyy kollektivnyy konvergentnyy inzhiniring. Chast’ II [Cognitive Collective Convergent Engineering. Part II]. Ekonomicheskie strategii, 2023, no 6, pp. 52–61, DOI: https://doi.org/10.33917/es-6.192.2023.52-61

9. Kutin V.N., Khokhlova M.N. Kak aytishniki “obuvayut” promyshlennikov. A u vas kakaya kollektsiya PPO? O problemakh tsifrovoy transformatsii na primere sistem upravleniya proizvodstvom i promyshlennogo programmnogo obespecheniya (PPO) [How IT Professionals “Shoe” Industrialists. What’s Your Software Collection Like? On the Challenges of Digital Transformation Using Production Management Systems and Industrial Software (IS) as Examples]. OOO “GiperGrafGrupp”, 2022, available at: https://www.gipergraf.ru/kak-ajtishniki-obuvayut-promyshlenniko

Cognitive Collective Convergent Engineering. Part II

DOI: 10.33917/es-6.192.2023.52-61

The article presents an analysis of the fundamental problems of civilizational transit with digital transformation of Industry 4.0 and forms the requirements for methodology and technologies for reassembling transdisciplinary engineering knowledge. The authors propose alternative solutions and counterintuitive approaches to transform reindustrialization based on innovative technologies of cognitive collective convergent engineering – C3 engineering, graph-centric platforms of digital genesis, tools, models and systems of collective intellectual work. The new global trend, proposed by Russia, represents the closing technologies of C3 engineering, which have a colossal socio-political resource of ensuring national sovereignty and leadership with the potential for global technological accession.

References:

5. Budanov V.G. Metodologiya sinergetiki v postneklassicheskoi nauke i v obrazovanii [Methodology of Synergetics in Post-non-classical Science and Education]. Izd. 4-e, dop. Moscow, LENAND, 2017, 272 p.

6. Budanov V.G. Obobshchennaya nauchnaya ratsional’nost’: istoki, struktura, perspektivy v tsifrovuyu epokhu: Antropomernost’ kak vyzov i otvet sovremennosti: Kollektivnaya monografiya [Generalized Scientific Rationality: Origins, Structure, Prospects in the Digital Age: Anthropomension as a Challenge and Response of Modernity: Collective Monograph]. Otv. red. V.G. Budanov. Kursk, Universitetskaya kniga, 2022, pp. 44–62.

7. #Gipergraf:Platforma, RKD [#Hypergraph:Platform, RKD]. Moscow, OOO “GiperGrafGrupp”, 2021.

8. Protocol of demonstration of the control system to representatives of the Kalashnikov Concern [Electronic resource], available at: https://7055ce99-63ff-

424d-ab7e-fe27c9fefd34.usrfiles.com/ugd/7055ce_a0898b7345e94386819200c0d4110432.pdf

9. Taxonomic analysis of mandatory reporting of credit organizations of the Central Bank of the Russian Federation [Electronic resource], available at: https://www.grafxm.ru/post/modernizaciya-sistemy-sbora-otchetnosti-kreditnyh-organizacij-v-cb-rf

10. NATO RTO protocols. NATO-RUSSIAN working platform on defense R&T co-operation [Electronic resource], available at: https://7055ce99-63ff-424dab7e-

fe27c9fefd34.usrfiles.com/ugd/7055ce_24f228929de04862aecb27ac452f559c.pdf

11. Expertise and reviews [Electronic resource]. M.: HyperGraphGroup LLC, 2021. URL: ht tps://www.gipergraf.ru/

Cognitive Collective Convergent Engineering. Part I

DOI: 10.33917/es-5.191.2023.100-109

The article presents an analysis of the fundamental problems of civilizational transit with digital transformation of Industry 4.0 and forms the requirements for methodology and technologies for reassembling transdisciplinary engineering knowledge. The authors propose alternative solutions and counterintuitive approaches to transform reindustrialization based on innovative technologies of cognitive collective convergent engineering – C3 engineering, graph-centric platforms of digital genesis, tools, models and systems of collective intellectual work. The new global trend, proposed by Russia, represents the closing technologies of C3 engineering, which have a colossal socio-political resource of ensuring national sovereignty and leadership with the potential for global technological accession.

References:

1. Kutin V.N. Poema “Dary Tvortsa (Cidempotentnyi monoid)” [Poem “Gifts of the Creator (Сommutative Idempotent Monoid)”]. 2023.

2. Kutin V.N., Khokhlova M.N. Epik feil tsifrovoi transformatsii BigTekha. Gde klyuch k level ap? [Epic Fail of BigTech Digital Transformation. Where is the Key to Level Up?]. Ekonomicheskie strategii, 2022, no 4, pp. 46–55, DOI: https://doi.org/10.33917/es-4.184.2022.46-55

3. Kutin V.N., Khokhlova M.N. Kak aitishniki “obuvayut” promyshlennikov. A u vas kakaya kollektsiya PPO [How IT Specialists “Shoe” Industrialists. What Kind of Software Collection do you have?]. GiperGrafGrupp, 2022, available at: ht tps://www.gipergraf.ru/kak-ajtishniki-obuvayut-promyshlenniko

4. Ma Khuaten. Tsifrovaya transformatsiya Kitaya. Opyt preobrazovaniya infrastruktury natsional’noi ekonomiki [Digital Transformation of China. Experience in Transforming the Infrastructure of the National Economy]. Moscow, Intellektual’naya literatura, 2019.

Epic Fail of BigTech Digital Transformation. Where is the Key to Level Up? [Epic Fail of Digital Transformation of Transnational Corporations. Where is the Key to a Level up Management?]

DOI: https://doi.org/10.33917/es-4.184.2022.46-55

World trend of the XXI century — Industry 4.0 and digital platforms. In 2014, General Electric (GE) partnered with Big Tech giants — AT&T, Cisco, IBM and Intel — to take control of the global manufacturing industry created the Industrial Internet Contributors Association (Industry IoT Consortium IIC). By 2021, the IIC included Microsoft, Hewlett-Packard, Accenture, Huawei, Bosch, EMC, SAP, Siemens, SAS and others. GE together with BigTech created the industrial cloud platform Predix, declaring it to be practically an “operating system” for factories, analogous to Android or iOS in the world of machines, the language of the industrial Internet.

However, in 2020 GE and Predix suffered a devastating fiasco.

The article provides an analysis of the root causes and problems, and formulates the requirements for digital platforms of industrial software. The author describes alternative solutions and new principles for implementing digital transformation of Industry 4.0 based on the closing technologies of digital genesis, graph-centric platforms, tools, models and systems of collective conscious scientifically based balanced management (industrial, corporate, social, state). Closing technologies offered by Russia have got an enormous social and political resource.

New Architecture of Digital Economy

#4. Monument up to the Sky
New Architecture of Digital Economy

Digital economy has become a key trend in building a modern information society, including e-governments, knowledge management, FinTech, industrialization 4.0, clusters, ecosystems, and the like. It offers new fundamental changes in all disciplines and industries. Today the chaotic creation of separate fragmentary software products of the Internet of Things is growing uncontrollably and avalanche-like. Such software products depending on the performer’s tastes or on the customer’s requirements are written in various ways, with various development tools, with various DBMS, GIS, CAD/CAM and other common software. Traditional cybernetics has outlived itself and is dying. At the conceptual level the IT leaders are exhausted. The article proposes a new paradigm and a network GGG-architecture for implementing the instrumental infrastructure of a collective balanced digital economy.