AI, machine learning, and deep learning represent a nested hierarchy of progressively specialized fields. AI is the broadest concept, encompassing any machine or software miming human intelligence. Machine learning is a subset of AI involving systems that improve performance through exposure to data without explicit programming. Deep learning is a further subset of machine learning. It focuses on complex neural networks capable of processing vast amounts of data, often exceeding the capabilities of traditional machine learning models.