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August 13, 2026
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Artificial intelligence is a working tool based on a balanced combination of algorithms and engineering. Experts and doctoral students from the HSE Moscow Institute of Electronics and Mathematics explain how AI technologies can improve an application, device, or system, and what engineering tasks are solved in the process.
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The Dunning–Kruger effect, which describes a sharp surge in self-confidence among beginners followed by an equally rapid decline as they gain experience, can be explained by the nature of the learning process and the acquisition of new knowledge. This conclusion was reached by Andrey Vorchik of the HSE Faculty of Economic Sciences together with independent researcher Murat Mamyshev. They developed a mathematical model of learning and demonstrated how subjective confidence is formed and changes as knowledge accumulates, as well as how teachers can reduce the ‘valley of despair’ experienced by learners.

 

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Механизмы социальной самоорганизации

Идеи и идеалы. 2025. Т. 17. № 1-1. С. 105–128.
Plusnin J.

The author proposes a hypothesis of two types of mechanisms of social self-organization: its launch and maintenance of structural integrity. These are two fundamentally different mechanisms. Social self-organization requires four mandatory conditions: (1) a set of interacting elements (individuals), homogeneous in origin and creating, due to their common habitat, a behavioral population system; (2) the obligatory identification of a pacemaker in the population, which “captures” the activity rhythms of other individuals, which is a condition for the emergence of heterogeneities in behavioral activity; (3) the lifetime of a population system must be significantly longer than the lifetime of an individual element; (4) the homogeneity of individuals and the complexity of their behavior in a long-existing population create conditions for functional subordination (heterarchy, in general sense).

The behavioral mechanism of self-organization in populations with complex behavior of individuals is reciprocal altruism. Altruism presupposes a hereditarily determined ability for sacrificial behavior. Its natural basis is the universal phenomenon of individual recognition and preference. The author examines four sociological concepts of self-organization, in which altruism is presented as a mechanism of self-organization: Ibn Khaldun, E. Durkheim, P.A. Kropotkin and P.A. Sorokin.

The mechanism for maintaining an already formed structure is different in nature; it is aimed at continuously ensuring solidarity. This is a “Game” that is implemented in two forms – competition (game) and performance (play). Game is not a specifically human attribute of social life. The content of the “game” satisfies the basic conditions of self-organization. The “game” has three important attributes: (1) isolation of the playing space and temporary organization; (2) the immutability and binding nature of the rules that set the order of actions and form a special ethos and ritual; (3) the game determines the emergence of associations that strive to survive and spread. The associations are based on altruistic behavior. The expansion of the game leads to the creation of male “alliances”; their forms are the basis of solidarity.

Research target: Sociology (including Demography and Anthropology Biology
Language: Russian
Full text
DOI
Text on another site
Keywords: социальная структураиграсолидарностьсоциальная самоорганизацияальтруизмaltruismвзаимопомощь solidarity social structuresocial self-organizationinteraction and mutual assistancemechanisms of self-organizationgame/playмеханизмы самоорганизации
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