Conclusion and key learnings.

        In conclusion, Artificial Intelligence is a world full of wonders in which as a human being you never tire of delving into your research to make the life of humanity easier, but like any tool, it has its consequences that many times human beings do not act in the right way, misuse it and use it for bad purposes. However, if these applications are put to good use to help humanity, good results and improvements will be achieved in the world. Over the past five years, AI has made significant advances that have impacted people, institutions, and culture. Computer programs now excel at sophisticated image and language processing tasks, a fundamental activity since the field's inception in the 1950s. While AI fails to fully replicate human intelligence, research and development teams are integrating the advancements of AI in real-world applications. For example, AI techniques are transforming healthcare, and brain sciences intersect with AI progress.

         Beyond computer science, all areas of human research, especially the social sciences, must participate in debates about the future of AI. Minimizing negative impacts and improving positive outcomes requires constant. Governments play a critical role in shaping the development and application of AI. They need to invest time and resources to meet changing challenges. Educating communities about AI concepts is essential for equitable participation.

        As a future teacher, these applications mentioned above will be used in a way that facilitates teaching in everyday life, as well as facilitating learning for students. From the moment of creating teaching materials to the moment of explaining the use of the applications.