computing

The article describes a method of image generation with Artificial Intelligence services Dall-e, MidJourney and Stable Diffusion using text abstraction retrieved with Artificial Intelligence services ChatGPT, Claude, Copilot, PI, Gemini, that work with natural language.  The implementation of the new approach gives a significant gain in image quality and consistency with analysed text.  The methodology is based on using neural network API services instead of commonly used natural language algorithms to extract keywords or sentences.

Implementing cyber-social computing components and cloud management services based on metric cyber-physical monitoring for social processes is aimed at creating a cyber-state to ensure a high quality of life for citizens. Logical schemes of cyber-social computing are provided for creating a cyber-physical structure of cloud management for the university based on metric digital monitoring of scientific and educational processes.