The Black Box Problem: Why AI Transparency Matters In an era dominated by increasingly complex artificial intelligence, the opacity of many AI models presents a significant challenge. These so-called ‘black box’ models, while achieving impressive accuracy, often operate in ways that are incomprehensible to even the most seasoned data scientists. This lack of transparency erodes