Tip Intermediate Use 'Let's think step by step' for Math Problems July 29, 2024 For mathematical or logical reasoning problems, adding the phrase 'Let's think step by step' before the LLM generates its solution significantly improves accuracy. Category: Prompt Engineering Difficulty: Intermediate Tags prompting math reasoning CoT