Artificial Intelligence and the Specific Aspects of Its Implementation in Psychological Rehabilitation Processes

The article examines current trends in the development and implementation of artificial intelligence and artificial neural network technologies in professional activities, automated industrial systems, as well as within the ecosystems and infrastructures of innovative start-ups. Particular attention is devoted to the integration of different artificial intelligence models and the development of technological mechanisms enabling their effective collaborative operation.

New algorithmic approaches designed to overcome differences between the tokenization systems employed by individual AI models and to enable the conversion of output data into a universal format are considered. The article analyzes methods based on the use of tokens with equivalent meanings across different models, thereby creating additional opportunities for the collaborative application of large and small language models and improving the efficiency of information processing.