Part 1. General problems of the intellectual systems theory

Five principles multi-agent automated artificial intelligence systems

A. V. Chechkin<sup>ab

a</sup> Financial University under the Government of the Russian Federation, Moscow
^b Military Academy of Missiles Forces after Peter the Great, of Russia Federation

Abstract: Goal. To investigate the effectiveness of the interaction of natural and artificial intelligence (AI) of the Earth’s noosphere.
Methods. Mathematical, informational and virtual modeling. System and ultrasystem analysis and synthesis.
Results. The necessity of using the concept of a multi-agent automated system as a very typical human-machine AI system of the Earth’s noosphere is substantiated. five conceptual principles are formulated and substantiated: the principle of automation and human-centrism of AI; the principle of information system redundancy and security of AI; the principle of reasonable integrity of AI; the principle of abnormal goal setting of AI; the principle of five levels of language development of AI.

Keywords: natural and artificial intelligence, automated system, multi-agent system, digital twins, intellectual planning and situational group management system, interface language