Game Playing AI refers to artificial intelligence systems specifically developed to play games, such as chess, Go, or video games, by analyzing game states and making strategic decisions. These systems often utilize algorithms like deep learning and reinforcement learning, enabling them to outperform human players through advanced pattern recognition, decision-making, and adaptability, showcasing AI's capability to handle complex, strategic tasks.