The phenomenon of the rapid transformation of the world under the influence of artificial intelligence (AI) is driven by its ability to accelerate innovation, reshape economic processes, influence the ways people interact with technology, and open new perspectives for human development. In recent years, AI has been integrated into key areas of life at an unprecedented pace, significantly transforming the labor market, scientific research, social communications, global security, and the economy. However, these changes require a conscious approach to regulation, the establishment of ethical boundaries, and the adaptation of society to new technological realities. It is crucial to ensure that AI remains a tool for progress, fostering sustainable development rather than posing a threat to stability and human well-being. Keywords: artificial neural networks, data centers, graphics processing units (GPU), tensor processing units (TPU), neural processing units (NPU), big data, machine learning, natural language processing (NLP), AI development scenarios.
Michael Z. Zgurovsky (2025) studied this question.