The Genesis of Artificial Intelligence in the Humankind’s System
a Cybernetic View
Abstract
Artificial intelligence (AI) is considered, – from the standpoint of informatics-cybernetic modeling (ICM) of the development of the self-controlling hierarchical-network system of Humankind, – as a natural phenomenon closely associated with the concepts of "human cognitive functions" and "human intellectual activity". From these positions, the concept of “human-apparatus intellectual unit” introduced earlier by the author is naturally generalized to all levels/tiers of the Humanity system located in its hierarchy above and below the level/tier of “person/personality”. That is, the phenomenon of “personal natural-artificial intelligence” is complemented by the phenomenon of “hierarchical AI” (HAI). The formation of its basic components – "intelligent memory" (software memory)–"intelligent hardware" (hardware memory)–"intelligent algorithms" (brainware memory) – took place in three stages (all dates are calculated). The first stage of the proto-HAI formation of "intellectual memory" was carried out on the basis of information technology (IT) signal poses/sounds/movements (leading during the period ~28.2-1.86 million years ago, with a culmination of ~9.26 million years ago), IT mimics/gestures (~1.86-0.123 million years ago, with a culmination of ~0.612 million years ago) and IT speech/language (~123-8.1 thousand years ago, culminating in ~40.3 thousand years ago). The second stage of the pre-HAI formation of "intellectual equipment" was carried out on the basis of IT writing/reading (leading during the period ~6.1 thousand years BC-~1446, with a culmination of ~0.7 thousand years BC) and IT text replication/printing (~1446-1946, culminating in ~1806). The third stage of the "proper" HAI formation of "intelligent algorithms" was carried out on the basis of IT local computers (leading during the period ~1946-1979 and further, culminating in ~1970) and IT telecommunications/networks (~1979-1981 and further, culminating in ~ 2003). The ICM-based calculation predicts the continuation of the third stage of the HAI formation, using a promising nano-apparatus supported IT (~1981 and beyond, with a culmination, presumably, either ~2341 or ~2046), etc.
References
[2] Grinchenko S.N. Sistemnaja pamjat' zhivogo (kak osnova ego metajevoljucii i periodicheskoj struktury) [System memory of the living (as the basis of its meta-evolution and periodic structure)]. IPIRAN, Mir, Moscow; 2004. (In Russ.)
[3] Grinchenko S.N. Meta-evolution of Nature System – The Framework of History. Social Evolution & History. 2006; 5(1):42-88. Available at: https://elibrary.ru/item.asp?id=9304647 (accessed 02.08.2020). (In Eng.)
[4] Grinchenko S.N. Metajevoljucija (sistem nezhivoj, zhivoj i social'no-tehnologicheskoj prirody) [Metaevolution (systems of inanimate, living and socio-technological nature)]. IPIRAN, Moscow; 2007. (In Russ.).
[5] Grinchenko S.N. Homo eruditus (an educated person) as an element of the system of Humankind. Open Education. 2009; 2:48-55. Available at: https://elibrary.ru/item.asp?id=11992835 (accessed 02.08.2020). (In Russ., abstract in Eng.)
[6] Grinchenko S.N., Shchapova Yu.L. Periodization Models of the Humanity History. Vestnik Rossijskoj Akademii Nauk = Bulletin of the Russian Academy of Sciences. 2010; 80(12):1076-1084. Available at: https://elibrary.ru/item.asp?id=16367086 (accessed 02.08.2020). (In Russ., abstract in Eng.)
[7] Grinchenko S.N., Shchapova Yu.L. Human history periodization models. Herald of the Russian Academy of Sciences. 2010; 80(6):498-506. (In Eng.) DOI: https://doi.org/10.1134/S1019331610060055
[8] Grinchenko S.N. The Pre- and Post-History of Humankind: What is it? In: Grinchenko S.N. (ed.) Problems of Contemporary World Futurology. Cambridge Scholars Publishing; 2011. p. 341-353. (In Eng.)
[9] Grinchenko S.N. On the evolution of mind as a hierarchical system (a cybernetic approach). Istoricheskya psihologia i sociologia istorii = Historical Psychology & Sociology. 2012; 5(2):60-76. Available at: https://elibrary.ru/item.asp?id=18749871 (accessed 02.08.2020). (In Russ., abstract in Eng.)
[10] Templeton A.R. Has Human Evolution Stopped? Rambam Maimonides Medical Journal. 2010; 1(1):e0006. (In Eng.) DOI: https://doi.org/10.5041/RMMJ.10006
[11] Schwaninger M., Grösser S. System dynamics as model‐based theory building. Systems Research and Behavioral Science. Special Issue: System Dynamics. 2008; 25(4):447-465. (In Eng.) DOI: https://doi.org/10.1002/sres.914
[12] Grinchenko S.N., Shchapova Yu.L. Archaeological epoch as the succession of generations of evolutive subject-carrier archaeological sub-epoch. In: Philosophy of Nature in Cross-Cultural Dimensions. The result of the International Symposium at the University of Vienna. KoPhil, Vienna, Austria; 2016. p. 423-439. (In Eng.)
[13] Shchapova Yu.L., Grinchenko S.N. Vvedenie v teoriju arheologicheskoj jepohi: chislovoe modelirovanie i logarifmicheskie shkaly prostranstvenno-vremennyh koordinat [Introduction to the theory of the archaeological epoch: numerical modeling and logarithmic scales of space-time coordinates]. MSU, FRC CSC, Moscow; 2017. (In Russ.)
[14] Schwartz R.D. Artificial Intelligence as a Sociological Phenomenon. The Canadian Journal of Sociology. 1989; 14(2):179-202. (In Eng.) DOI: https://doi.org/10.2307/3341290
[15] Jorgenson D.W., Vu K.M. The ICT revolution, world economic growth, and policy issues. Telecommunications Policy. 2016; 40(5):383-397. (In Eng.) DOI: https://doi.org/10.1016/j.telpol.2016.01.002
[16] Mitra A., Schwartz R.L. From Cyber Space to Cybernetic Space: Rethinking the Relationship between Real and Virtual Spaces. Journal of Computer-Mediated Communication. 2001; 7(1). (In Eng.) DOI: https://doi.org/10.1111/j.1083-6101.2001.tb00134.x
[17] Grinchenko S.N., Shchapova Yu.L. Genesis of Information Technologies as a Marker of the Genesis of Hierarchies in the Humankind’s System: a Model Representation. Sovremennye informacionnye tehnologii i IT-obrazovanie = Modern Information Technologies and IT-Education. 2019; 15(2):421-430. (In Russ., abstract in Eng.) DOI: https://doi.org/10.25559/SITITO.15.201902.421-430
[18] Grinchenko S., Shchapova J. Genesis of Information Technologies as a Marker of the Genesis of Hierarchies in the Humankind’s System: A Model Representation. In: Sukhomlin V., Zubareva E. (ed.) Modern Information Technology and IT Education. SITITO 2018. Communications in Computer and Information Science. 2020; 1201:238-249. Springer, Cham. (In Eng.) DOI: https://doi.org/10.1007/978-3-030-46895-8_19
[19] Grinchenko S., Shchapova Y.L. The Deductive Approach to Big History’s Singularity. In: Korotayev A., LePoire D. (ed.) The 21st Century Singularity and Global Futures. World-Systems Evolution and Global Futures. Springer, Cham; 2020. p. 201-210. (In Eng.) DOI: https://doi.org/10.1007/978-3-030-33730-8_10
[20] Bostrom N. The Future of Humanity. In: Olsen J.K.B., Selinger E., Riis S. (ed.) New Waves in Philosophy of Technology. New Waves in Philosophy. Palgrave Macmillan, London; 2009. p. 186-215. (In Eng.) DOI: https://doi.org/10.1057/9780230227279_10
[21] Derevianko A.P. The Origin of Anatomically Modern Humans and their Behavior in Africa and Eurasia. Archaeology, Ethnology and Anthropology of Eurasia. 2011; 39(3):2-31. (In Eng.) DOI: https://doi.org/10.1016/j.aeae.2011.09.001
[22] Zhukov R.A., Pinsky E.M. Regional Geology: Genesis. Regional'naya geologiya i metallogeniya = Regional Geology and Metallogeny. 2018; (74):78-89. Available at: https://elibrary.ru/item.asp?id=35249200 (accessed 02.08.2020). (In Russ., abstract in Eng.)
[23] Steinhardt P.J., Turok N. The Cyclic Universe: An Informal Introduction. Nuclear Physics B - Proceedings Supplements. 2003; 124:38-49. (In Eng.) DOI: https://doi.org/10.1016/S0920-5632(03)02075-9
[24] Panov A. Singularity of Evolution and Post-singular Development in the Big History Perspective. In: Korotayev A., LePoire D. (ed.) The 21st Century Singularity and Global Futures. World-Systems Evolution and Global Futures. Springer, Cham; 2020. p. 439-465. (In Eng.) DOI: https://doi.org/10.1007/978-3-030-33730-8_20
[25] Zhirmunsky A.V., Kuzmin V.I. Kriticheskie urovni v processah razvitija biologicheskih sistem [Critical levels in developmental processes of biological systems]. Nauka Publ., Moscow; 1982. (In Russ.)

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