Abstract
The use of artificial intelligence in fifth and sixth generation mobile networks has been declared as a crucial development direction, enhancing their operational efficiency. However, equipment manufacturers do not provide scientifically justified calculations of the efficiency gains achieved through Artificial Intelligence application in these mobile network technologies. Therefore, this hypothesis needs evaluation and a thorough analysis of the justifiability of using this technology to confirm the potential for efficiency enhancement in mobile networks through Artificial Intelligence integration, considering the required costs for the development of the technology and the software infrastructure of networks. The research presented in the article shows that this requires a new approach to addressing this issue, one of which is the assessment of the justification and subsequent evaluation of the efficiency of Artificial Intelligence technology application based on the use of a model and tools of technological controlling.