Chain of Thought Prompting is a technique used to guide models in reasoning through problems in a step-by-step fashion. This method encourages models to break down tasks into smaller, manageable parts, thereby improving their performance in complex reasoning tasks. It is similar to how humans solve complicated problems by analyzing them systematically. Chain of Thought Prompting has been beneficial in tasks requiring logical thinking and planning.