The AI Fairness Myth: A Position Paper on Context-Aware Bias

Kessia Nepomuceno, Fabio Petrillo

Defining fairness in AI remains a persistent challenge, largely due to its deeply context-dependent nature and the lack of a universal definition. While numerous mathematical formu…