Part 1. General problems of the intellectual systems theory

Cognitive level of artificial intelligence

A. V. Chechkin<sup>ab

a</sup> Financial University under the Government of the Russian Federation
^b Strategic Missile Forces Military Academy named after Peter the Great

Abstract: Goal. To discuss the cognitive level and substantiate the basic principle of artificial intelligence of smart systems, human-centricity - subordination and service to a person (master). Methods. The central role of the radical (redundant) model of the theater of operations of a smart system as the core of artificial intelligence is emphasized. The stages of creating an ultrasystem to ensure the information and system security of a smart system, its intelligent planning of actions and situational behavior management in the theater of its actions, including the development of the system itself and the reasonable transformation of the theater of its actions, are discussed. Results. There are five main levels of artificial intelligence development. The features of the first and second signaling systems (primary and language sensoriums) are studied. The information and system irregularities of a smart system are highlighted as points of growth of its intellectual development based on machine learning. The collective artificial intelligence of a group of smart systems is being investigated within the framework of their unified theater of action and subordination to the human master of the grouping. The principle of human-centric goal-setting of any technical intelligent system, determined by its unconditional subordination to its human owner, is substantiated. The corresponding requirements for the ultrasystem and its language operating system of intelligent planning and situational management of the behavior of a separate smart system or a team of smart systems are discussed. The problems of the development of a separate smart system, the reengineering of a collective of such systems and the problem of reasonable transformation of the theater of actions of such a collective are considered.

Keywords: cognitiveness of natural intelligence, automated smart system, collective artificial intelligence, radical, language, Internet of Things, interface, information system security, tactical and operational planning of smart system actions.