Today, a growing body of research indicates that the development of artificial intelligence represents a transformative force capable of significantly impacting economic growth and social well-being. For Kazakhstan, which strives for leadership positions in the current digital era, establishing a solid technological culture that involves the entire society is not merely desirable, but an essential condition. Current analysis shows that despite ambitious state strategies and s