The use of Artificial Intelligence algorithms is not limited, as is sometimes assumed, to effective procedures; the use of this vocabulary raises several conceptions, interpretations and problems. In order not to get distracted in this linguistic labyrinth, we have taken a position on a very common characterization in the psychological sense that consists of conceiving it as a capacity possessed by certain organisms/mechanisms to adapt to new situations using for this purpose the knowledge acquired in the course. . from previous adaptation processes. The emergence of artificial intelligence (AI) is increasingly integrated into society and is generally used to make timely decisions that affect society and therefore people, in different areas. In the development of AI algorithms, systemic and repeatable errors can occur in a computer system that create unfair results, such as privileging a...