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analysis // exercise

chain of thought

intermediate

chain of thought prompting makes AI show its work. this technique dramatically improves accuracy on complex reasoning tasks by breaking them into steps.

the theory_

  • 01explicit reasoning reduces errors
  • 02step-by-step forces logical progression
  • 03visible reasoning is easier to debug
  • 04works best for math, logic, and analysis

example prompt_

solve this step by step, showing your reasoning at each stage: a store has 3 types of apples. red apples cost $2, green cost $1.50, yellow cost $1.75. if i buy 4 red, 6 green, and 3 yellow, what is my total? let's think through this carefully.

why it works:

the phrase "step by step" and "let's think through this carefully" triggers methodical reasoning. the AI will show each calculation before the final answer.

your challenge_

create a chain of thought prompt for analyzing whether a business idea is viable. make the AI evaluate multiple factors systematically.