Discuss the role of machine learning in improving AI systems.
Machine learning plays a critical role in enhancing AI systems by enabling them to learn from data and improve their performance over time. Through algorithms that identify patterns and make predictions, machine learning allows AI to become more accurate and efficient in its tasks. As these systems are exposed to more data, they refine their models, leading to better decision-making capabilities and more sophisticated interactions. This iterative process is fundamental to the evolution of AI technology, making it increasingly capable and intelligent.