Example

LLM's Answer (6{}6) to the Prompt for Calculating the Average of 2{}2, 4{}4, and 9{}9

When a Large Language Model is directly asked to calculate the average of the numbers 2{}2, 4{}4, and 9{}9 without being provided any reasoning steps or demonstrations, it often struggles to arrive at the correct answer. In this zero-shot scenario, the model might incorrectly output an answer like 6{}6, demonstrating that finding the correct mathematical solution directly is difficult without a step-by-step problem-solving path.

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Updated 2026-05-02

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Ch.3 Prompting - Foundations of Large Language Models

Foundations of Large Language Models

Computing Sciences

Foundations of Large Language Models Course