The state of affairs in modern information technology convincingly shows that the main vectors and efforts of leading players are now concentrated on the development and implementation of artificial intelligence methods with an unambiguous focus on natural language mechanisms. The development and implementation of intellectual artifacts based on the Large Language Models, which are the basis for hopes of overcoming the global crises of the World Order, have strengthened the professional community’s belief that artificial intelligence is a form of individualization of systems that has a linguistic status. The above stimulates the revision of the methodology of linguistic research, which involves a significant expansion of the phenomenological base and modification of the conceptual tools and cognitive practices within the functional decomposition, which the authors called the “Main Cognitive Path”, the elements of which are: < Perception—Sensation—Experience (Emotion)—Awareness—Understanding—Reflection—Reaction >. At the same time, the volume and intensity of verbal communication of the mass of individuals forming a community becomes a decisive factor in evolutionary processes. The creation of a sovereign communication environment for intellectual artifacts should complete the formation of an analog of the communication mechanism for intellectual artifacts. Only then will it be possible for artificial intelligence to further evolve and enter the world stage as an independent entity, which provokes a sharp reaction from human communities in view of the serious dangers to the human race. That integrates biological and technotronic substrates into a single cognitive organism.