AI and machine learning are revolutionizing tsunami early warning systems, offering more precise and faster predictions than traditional methods. AI-driven models analyze vast datasets to predict tsunami occurrences, impact zones, and strength, allowing for targeted evacuations. Drone technology, integrated with AI, enhances