Chain-of-Thought Prompting

Ask an LLM a multi-step math problem and demand an immediate answer, and it might get it wrong — even if it "knows" all the individual facts needed to solve it. Ask the same question but add "think step by step," and accuracy often jumps dramatically. That gap is what...