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A system is tasked with solving the following logic puzzle: 'A bakery started with 15 donuts. They sold one-third of them in the morning and then baked 6 more. How many donuts do they have now?' The system considers two distinct methods to find the answer.
Method A:
- Generate a list of plausible final answers: {12, 14, 16, 18}.
- For each plausible answer, check if it can be reached from the starting conditions. For '16', the check is: (15 - 15/3) + 6 = (15 - 5) + 6 = 10 + 6 = 16. This i
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Ch.5 Inference - Foundations of Large Language Models
Foundations of Large Language Models
Foundations of Large Language Models Course
Computing Sciences
Analysis in Bloom's Taxonomy
Cognitive Psychology
Psychology
Social Science
Empirical Science
Science
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Formula for Sequential Sub-Problem Solving
Example of a Complex Number Arithmetic Problem
A system is tasked with solving the following logic puzzle: 'A bakery started with 15 donuts. They sold one-third of them in the morning and then baked 6 more. How many donuts do they have now?' The system considers two distinct methods to find the answer.
Method A:
- Generate a list of plausible final answers: {12, 14, 16, 18}.
- For each plausible answer, check if it can be reached from the starting conditions. For '16', the check is: (15 - 15/3) + 6 = (15 - 5) + 6 = 10 + 6 = 16. This i
A system is tasked with solving the following problem: 'A company's profit was $50,000 in the first quarter. In the second quarter, it increased by 20%. In the third quarter, it decreased by $10,000 from the second quarter's profit. What was the profit in the third quarter?' Arrange the following actions into a logical, step-by-step reasoning path to arrive at the correct solution.
Constructing a Reasoning Path for a Word Problem
Formal Representation of a Solution as a Sequence of Reasoning Steps