This article delves into how AI is revolutionizing CNC lathe turning by enhancing precision, optimizing toolpaths, enabling predictive maintenance, and automating complex tasks. It covers AI technologies, industry applications, benefits, challenges, and future trends, providing a comprehensive overview of AI's transformative impact on CNC machining processes.