The article discusses the consequences of implementing and using artificial intelligence systems in complex ergatic systems. It is shown that when creating systems and technologies of artificial intelligence, it is necessary to take into account the psychological issues of ensuring the symbiotic interaction of a person with an evolving technogenic environment. The perspective directions of engineering and psychological research using the conceptual apparatus of post-nonclassical psychology are considered.