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What is Chain-of-Thought Prompting? Chain-of-Thought Prompting is a method that guides language models through a series of logical steps to arrive at an answer or solution. Unlike traditional approaches where models generate responses directly, CoT encourages models to “think out loud,” detailing their reasoning process before formulating a conclusion. How It Works Problem Decomposition: The model is encouraged to break down a complex problem into simpler sub-problems. Reasoning Sequences: By stimulating thought sequences, the model can approach questions in a more structured manner. Iterative Reflection: The model can revise and refine its answers based on new information or identified errors.…