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The development of machine intelligence and the application of generative images created using it is a promising area of communication design and humanmachine interaction. This letter to the editor represents the authors vision of the use of generative images for diagnosing human conditions. The use of machine intelligence as an interactive and intelligent diagnostic tool will allow a psychologist and a physician to effectively complement the therapeutic processes of controlled interactions of their users. Libraries of models and sets of applications with text-to-image algorithms are already available that can be used by engineers and designers in the process of creating objects of modern digital art. They can also be applied in the investigation of new paradigms using visual communications and their application in experimental diagnostics.