Yes, AI can work without ML. Artificial Intelligence is a broad field which encompasses various techniques and methods, not limited to Machine Learning. Traditional rule-based systems, expert systems, and genetic algorithms are examples of AI that don't require Machine Learning. However, Machine Learning has become a popular tool within AI due to its ability to learn and improve from data.