In an algorithmic digital age, Artificial Intelligence (AI) is becoming more pervasive in our lives — from personalized recommendations to autonomous vehicles and decision-making in finance, healthcare, and government. Yet, as AI systems become ubiquitous, public trust in how these systems are trained, deployed, and used is becoming a paramount c