Narrow AI, or weak AI, is the most commonly used type of AI today. It is designed to perform specific tasks like language processing (e.g., Siri, Alexa), image recognition (e.g., facial recognition software), and recommendation systems (e.g., Netflix, Amazon). These systems are specialized and lack general intelligence.