The Emergence of Explainable AI in Deep Learning: Bridging the Gap Between Model Complexity and Human Trust

Artificial intelligence has achieved remarkable feats. Deep learning models diagnose diseases, drive cars, and hold fluent conversations. Yet a growing paradox defines the field: the more powerful the