Language Radical Service Platform for Analysis and Synthesis of
Automated Multi-Agent Artificial Intelligence Systems for Various
Purposes

Chechkin Alexander Vitalievich; Pleshakova Ekaterina Sergeevna

Language Radical Service Platform for Analysis and Synthesis of Automated Multi-Agent Artificial Intelligence Systems for Various Purposes

Chechkin A. V., Pleshakova E. S.

Chechkin Alexander Vitalievich

Doctor of Physical and Mathematical Sciences, Professor, Financial University under the Government of the Russian Federation

Pleshakova Ekaterina Sergeevna

Candidate of Technical Sciences, Associate Professor, MIREA~--- Russian Technological University

Received: 16 Nov 2025 Revised: 14 Apr 2026 Accepted: 16 Apr 2026

Published: 2026, vol. 30, issue 2, pp. 158–178

Download full text (In Russian)

Abstract

This paper proposes the concept of a human-centric architectural information system — the Language Radical Service Platform for Analysis and Synthesis (YARSPAS) of Automated Multi-Agent Artificial Intelligence Systems (AMASII). In the context of the growth of autonomous intelligent modules and the increasing complexity of digital spaces, the need arises for a formalized mechanism for their independence, adaptive configuration, and centralized control. A conceptual model of YARSPAS is proposed, considered as a distributed environment created by modules with controlled activation and redundancy states, interacting through an event-oriented communication bus and a conducting knowledge area. The necessary and sufficient requirements for the YARSPAS platform for the construction and maintenance of mass-scale smart systems like AMASII for various purposes are substantiated. Methods of radical, mathematical, information, language, neural network, and digital modeling, as well as system and ultra-system analysis and synthesis are used. Basic requirements for YARSPAS and AMASII are formulated and substantiated. A new type of neural network transformers is developed.

Keywords: digital platform, automated multi-agent system, natural and artificial intelligence, transformers, hybrid neural networks.

BibTeX

@article{IS-Chechkin-Pleshakova2026,
  author  = {Chechkin, Alexander Vitalievich and Pleshakova, Ekaterina Sergeevna},
  title   = {{Language Radical Service Platform for Analysis and Synthesis of Automated Multi-Agent Artificial Intelligence Systems for Various Purposes}},
  journal = {Intelligent Systems. Theory and Applications},
  year    = {2026},
  volume  = {30},
  number  = {2},
  pages   = {158--178},
}

AMSBIB

\Bibitem{IS-Chechkin-Pleshakova2026}
\by A.\,V.~Chechkin, E.\,S.~Pleshakova
\paper Language Radical Service Platform for Analysis and Synthesis of Automated Multi-Agent Artificial Intelligence Systems for Various Purposes
\jour Intelligent Systems. Theory and Applications
\yr 2026
\vol 30
\issue 2
\pages 158--178
\lang In Russian

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