Abstract
Artificial intelligence of large ensembles of intelligent agents in terms of computing power surpasses human intelligence. He is capable of artificial thinking and understanding. Giant ensembles of intellectual agents with artificial consciousness and intelligence are able, for the results set by the person necessary for him, to find solutions for their obtaining on the basis of professional competence and experience accumulation. The professional competence of artificial intelligence is the ability to use technologies, including computer vision, natural language processing, speech recognition and synthesis, intelligent decision support, as well as the use of synergistic methods, functional self-organizing methods and utility and preference criteria. For artificial intelligence, the functional organization of the system is important. The functionalism of artificial intelligence does not depend on its carrier, allows many methods of its functional implementation, as well as to form the completeness of its functions. Giant ensembles of intellectual agents with a full set of functions gradually and flexibly form events into solutions or rational behavior to obtain a given necessary result. Intelligent artificial intelligence has psychological, analytical, research, language, professional and behavioral hybrid competencies. Each competence is exercised by an intelligent agent with a competent functional professional manner. Intelligent agents form an ensemble with intelligent ethical artificial intelligence. Functional harmonious self-organization of the interaction of intellectual agents in different environments is carried out on the basis of data of a specific environment obtained by analytical competent intellectual agents. For each set of functions and smart hybrid competencies of an intelligent ensemble, there is a critical importance for the number of its intellectual agents capable of synergistic self-organization of interaction.
Highlights
Inform-Systems has developed a technology for creating self-organizing IT-systems, which can be used to develop ERP, MES, SCADA systems
The artificial intelligence of large ensembles of intellectual agents with functional hybrid competencies can be tuned to the functional harmonious self-organization of the collective interaction of the necessary intellectual agents to realize a set of functions and competencies, if their number exceeds the critical value that determines their ability to selforganize interaction based on multiple attempts and sufficient positive feedback
Smart hybrid competencies of intelligent agents are implemented by competent images
Summary
Inform-Systems has developed a technology for creating self-organizing IT-systems, which can be used to develop ERP, MES, SCADA systems. The Smart-MES system in the initial state does not have a single real-world task, does not have a database, does not have screen forms, does not have reports, does not have a single implemented algorithm for the technological task, and after compiling the text in the engineering language, everything appears. The extremes of the goal of Smart-MES self-organization are minimizing the actions of the technologist when adapting the system to specific production conditions and maximizing the calculation speed of technological algorithms. The artificial intelligence of large ensembles of intellectual agents with functional hybrid competencies can be tuned to the functional harmonious self-organization of the collective interaction of the necessary intellectual agents to realize a set of functions and competencies, if their number exceeds the critical value that determines their ability to selforganize interaction based on multiple attempts and sufficient positive feedback
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