DELVING INTO THE BLACK BOX: A DEEP DIVE INTO NEURAL NETWORKS

Neural networks, these designs inspired by the human brain, have transformed fields from image processing to natural language generation. Yet, their innermechanisms remain largely a puzzle, often referred to as the "black box" problem. This intrinsic opaqueness presents challenges for researchers who aim to interpret how these complex systems reach