EXPLORING THE BLACK BOX: A DEEP DIVE INTO NEURAL NETWORKS

Neural networks, those systems inspired by the human brain, have transformed fields from image recognition to natural language understanding. Yet, their innerworkings remain largely a mystery, often referred to as the "black box" problem. This fundamental opaqueness presents difficulties for researchers who strive to interpret how these complex sys