Deep learning, the trendy domain of artificial intelligence, claims to revolutionize everything from medicine to transportation. But beneath the shiny facade, cracks are beginning to surface. Critics argue that these systems are black-box, making it difficult to understand how they arrive at their decisions. Furthermore, deep learning models can be