In this episode of Smart Enterprises: AI Frontiers, we dive deep into the cutting-edge research on the Chain-of-Thought (CoT) prompting technique and its effectiveness in enhancing AI's problem-solving capabilities. Drawing from the latest paper, To CoT or Not to CoT?, we explore how CoT helps AI excel in math, logic, and symbolic reasoning, while providing limited improvements in other areas. Join us as we break down the key findings, discuss real-world applications, and explore the future of reasoning paradigms beyond prompt-based CoT for AI advancements in enterprises.