{'fraction_non_alphanumeric': 0.01919253708518122, 'fraction_numerical': 0.003440893102920936, 'mean_word_length': 5.790758047767394, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
ABOUT FORMATION OF INTERNATIONAL ETHICAL DIGITAL ENVIRONMENT WITH SMART ARTIFICIAL INTELLIGENCE

Intellectual agent ensembles allow you to create digital environment by professional images with language, behavioral and active communications, when images and communications are implemented by agents with smart artificial intelligence. Through language, behavioral and active communications, intellectual agents implement collective activities. The ethical standard through intelligent agents allows you to regulate the safe use of ensembles made of robots and digital doubles with creative communication artificial intelligence in the social sphere, industry and other professional fields. The use of intelligent agents with smart artificial intelligence requires responsibility from the developer and owner for harming others. If harm to others occurred due to the mistakes of the developer, then he bears responsibility and costs. If the damage to others occurred due to the fault of the owner due to non-compliance with the terms of use, then he bears responsibility and costs. Ethical standard and legal regulation help intellectual agents with intelligent artificial intelligence become professional members of society. Ensembles of intelligent agents with smart artificial intelligence will be able to safely work with society as professional images with skills, knowledge and competencies, implemented in the form of retrained digital twins and cognitive robots that interact through language, behavioral and active ethical communications. Cognitive robots and digital doubles through self-developing ensembles of intelligent agents with synergistic interaction and intelligent artificial intelligence can master various high-tech professions and competencies. Their use in the industry increases labor productivity and economic efficiency of production. Their application in the social sphere improves the quality of life of a person and society. Their widespread application requires compliance with an ethical standard so that their use does not cause harm. The introduction and use of an ethical standard for the use of cognitive robots and digital doubles with smart artificial intelligence increases the safety of their use. Ethical relationships between individuals and intellectual agents will also be governed by an ethical standard.


INTRODUCTION
Artificial intelligence is gradually approaching intelligent natural intelligence. Artificial intelligence operates with knowledge and big data. Natural intelligent intelligence operates with sense and knowledge. Smart artificial intelligence is being developed by Google, Microsoft and other firms in different countries. For two years, Boston Dynamics was able to create a humanlike robot with behavioral intelligence, that knows how to build a more convenient route, run, jump, rise when it fell, distinguish a person from an inanimate object. A Japanese human-like robot with communication intelligence from Geminoid DK, a clone of psychology professor Henrik Scharf, can self-learn and take information from the Internet. The system of artificial intelligence GPT-3 of OpenAI understands science, has the opinion and keeps up the conversation, it is also able to write verses and news, to do the translations, to solve anagrams and to answer questions. The Dutch neural artificial network Artbreeder produces human drawings in different styles and techniques. Artificial intelligence Alpha Zero beats champions in chess, and AlphaGo in GO.
Microsoft is working on a model with artificial intelligence algorithms that can detect errors in program code with a 99 percent probability and divide them into critical, important and insignificant ones. Using an intelligent model reduces the time and money spent searching for errors in program code. The accuracy of detection based on the results of the first tests of the intelligent model turned out to be very high. The intelligent model was able to identify work items with security errors in 99% of cases. The correct division of these errors into critical and non-critical occurs in 97% of cases. The intelligent model in the public domain will be on the GitHub service.
Standard Cognition is working on a standalone shopping payment system where customers can wander around the store, pick items and pay without scanning their items or interacting with an employee. Its ceiling chambers continuously track individuals and objects.
Icertis manages nearly 6 million contracts. Its cloud platform helps companies analyze past contract negotiations and automate administrative tasks.
The United Nations, which uses Dataminr to identify early signs of potential humanitarian crises around the world. Dataminr accepts public Internet data to send user alerts.
The Japanese government in 2020 began to solve the problem of increasing the birth rate in the country using artificial intelligence. A group of researchers from several universities in Japan using supercomputers created an artificial intelligence called Dark Emulator, which can explain the structure of the universe and some of its secrets.
OpenAI develops his own intelligent artificial intelligence, consolidating some principles and pursuing good goals. OpenAI introduced Universe to train and train strong artificial intelligence. Learning can take place on all the information of mankind available through the Internet. His actions are based on algorithms similar to those of human behavior. He can build the right behavior in difficult conditions. He can write poetry and news, make translations, solve anagrams and answer questions. In San Francisco, the company's artificial intelligence OpenAI won against the Dota 2 world champion. OpenAI strives to become the first creator of friendly generalpurpose artificial intelligence and a universal machine that has the ability to learn and reason. Microsoft and OpenAI at the Build conference on May 19, 2020 introduced one of the most powerful supercomputers in the world to work together to create a new generation of smart artificial intelligence.
Author proposes to develop smart artificial intelligence by ensembles of intellectual agents on base communicative-associative logic through recurring development of professional skills, increasing visual, sound, subject, spatial and temporal sensitivity, by ethical standard. It operates on virtual images of natural entities. Thought imaginary smart artificial intelligence is considered in detail in works [1][2].
The article is devoted to creating digital environment with smart artificial intelligence, professionally and ethically interacting with society. The digital environment is filled with professional images with ethical communications between themselves and members of society in various spheres of life. Humanity's desire to create a digital environment with smart artificial intelligence is aimed at improving the quality of life of society. Safe interaction of professional images is regulated by the ethical standard, conditions and rules of communication without harm and damage. Scientists, engineers and technologists embody the professional images of the digital environment with tools, endowing them with similar specialized knowledge, skills and competencies, in the form of digital doubles and cognitive robots. Ensembles of intellectual agents with professional images and linguistic, behavioral and active ethical communications will allow the cognitive robot to have various required professions and competencies.
Creating digital environment with intelligent artificial intelligence proposed on the basis of theoretical provisions, practical criteria, standards and tools described in published works ].

FUNDAMENTAL BASES OF ETHICAL DIGITAL ENVIRONMENT WITH SMART ARTIFICIAL INTELLIGENCE
The fundamental foundations of the digital environment are smart artificial intelligence, ethical standard, intellectual agents, professional images of intellectual agents, language, behavioral and active ethical communications of professional images.
The standard case «Ethical application of ensemble intelligent agents» contains seven tables. Ensemble is complex of intelligent agents with language, behavioral and active communications, interacting through smart interface, implementing technological process, social services, multi-intertrans-disciplinary research, or production cycle.

Complete description
Ensemble is complex of intelligent agents with language, behavioral and active communications, interacting through smart interface, implementing technological process, social services, multi-intertrans-disciplinary research, or production cycle. In the creative ensemble, the whole range of tasks by certain rules is distributed among all agents. Job allocation means assigning each agent a role whose complexity is determined by the agent's capabilities. To organize the task distribution process, the creative ensemble creates either a distributed problem solution system or decentralized artificial intelligence. In the first version, the process of decomposition of the global problem and the inverse process of composition of the found solutions takes place under the control of some single "center." At the same time, the creative ensemble is designed strictly from top to bottom, based on the roles defined for the agents and the results of dividing the global task into subtasks. In the case of decentralized artificial intelligence, task distribution occurs during agent interaction and is synergistic.  Table 5. Evaluation.

Scenario name Evaluation
Step No. Event Name of process/Activity

Primary actor
Description of process/activity Requirement  The wide use of intellectual agent ensembles with smart artificial intelligence is carried out on the basis of an ethical standard, so that their use does not harm or harm [3].
Ensembles of agents with artificial intelligence are multi-agent synergistic self-organizing systems that function according to the laws of development, synergy and self-organization. Intelligent agents use physical, informal and logical model of the environment. That is, they use both attributes and sets of entities, processes, relationships, etc.
Standard case Application of ensemble of intelligent agents defines parameters, characteristics, methods, human digital double models, knowledge, skills, behavior, images and other entities of intelligent virtual agent interaction (Table 1 -Table 7). Intelligent virtual agent interaction uses categorical method of utility and preference [1]. Standard case "Application of ensemble of 8 intelligent agents" contributes to the formation of an ethical digital environment with smart artificial intelligence. The synergistic mechanisms of self-organization of technological ensembles of intelligent agents are basic for standardization in the application of ensembles in various fields. Communicative-associative smart artificial intelligence with the help of an ensemble of diversified agents with a smart interface help control ethical application of ensemble intelligent agents [4].

MANAGEMENT IN ETHICAL DIGITAL ENVIRONMENT WITH SMART ARTIFICIAL INTELLIGENCE
An ethical digital environment with smart artificial intelligence allows detect diseases using telemedicine, manage smart city, smart production and agriculture, as well as other areas of society [5][6][7][8][9][10][11][12][13][14][15]. Management is carried out through ensembles of intellectual agents with professional images and ethical language, behavioral and active communications based on digital doubles, cognitive robots and ethical standard.

CONCLUSION
In the era of technological development, there is a rapid change in professions and competencies. The problem arises of the operational optimal management of the economy of smart cities, hightech industries, robotic of combining the activities of natural intelligence with the activities of artificial intelligence. The combination of their activities can be carried out at the level of professional images with ethical linguistic behavioral and active communications. The formation of an international ethical virtual environment with smart artificial intelligence is becoming very popular for the digital effective management of combined areas of society based on smart professional images with ethical language behavioral and active communications through intellectual agents. The global community of researchers, engineers, technologists and programmers can create digital ethical environment with smart artificial intelligence for digital management of various spheres of human life within the framework of the international Mega project: "Ethical Smart International Virtual Environment". The global digital environment of professional images with international ethical standard of linguistic, behavioral and active communications will contribute to the peaceful safe use of smart artificial intelligence by the natural intelligence of technocratic civilization, lead to its moral improvement and not cause harm and damage to the environment.