The evolution of the foundations toward a conceptual regulatory framework on artificial intelligence (AI

The article explores the evolution and foundational principles of artificial intelligence (AI), from its theoretical origins in the 20th century to its modern applications. The authors discuss the essential contributions of pioneers such as Turing, McCarthy, and Minsky, presenting a timeline of technological development. Recent advances in deep learning, computational power, and the social and ethical implications of AI are analyzed. The paper highlights the need to redefine the relationship between humans and machines, proposing a human-centered approach to AI. It out lines both the successes and current limitations of AI, emphasizing the crucial role of artificial intelligence aligned with human values.