EXPLORING THE BLACK BOX: A DEEP DIVE INTO NEURAL NETWORKS

Neural networks, these architectures inspired by the human brain, have disrupted fields from image recognition to natural language understanding. Yet, their inneroperations remain largely a mystery, often referred to as the "black box" problem. This inherent opaqueness poses obstacles for researchers who strive to explain how these complex systems