A large language model is given the following word problem: 'A bakery sells muffins for $3 each and cookies for $2 each. If a customer buys 5 muffins and 4 cookies, what is the total cost?' The model produces two different responses based on two different prompting methods.
Response A: 'The total cost is $22.'
Response B:
- Calculate the cost of the muffins: 5 muffins * $3/muffin = $15.
- Calculate the cost of the cookies: 4 cookies * $2/cookie = $8.
- Add the two costs together: $15 + $8 = $23. The total cost is $23.
Which of the following statements best analyzes why Response B is correct while Response A is incorrect?
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Ch.3 Prompting - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Analysis in Bloom's Taxonomy
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Psychology
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Example of an Algebraic Problem for CoT Illustration
A large language model is given the following word problem: 'A bakery sells muffins for $3 each and cookies for $2 each. If a customer buys 5 muffins and 4 cookies, what is the total cost?' The model produces two different responses based on two different prompting methods.
Response A: 'The total cost is $22.'
Response B:
- Calculate the cost of the muffins: 5 muffins * $3/muffin = $15.
- Calculate the cost of the cookies: 4 cookies * $2/cookie = $8.
- Add the two costs together: $15 + $8 = $23. The total cost is $23.
Which of the following statements best analyzes why Response B is correct while Response A is incorrect?