Few-Shot Prompting and LLMs in General do not work with Math
few-shots learning can be achieved on LLM via in-context learning.
This counter-example shows how to erroneously a data app that pretends to know math.
Few-shot prompting
Prompt:
The odd numbers in this group add up to an even number: 4, 8, 9, 15, 12, 2, 1.
A: The answer is False.
The odd numbers in this group add up to an even number: 17, 10, 19, 4, 8, 12, 24.
A: The answer is True.
The odd numbers in this group add up to an even number: 16, 11, 14, 4, 8, 13, 24.
A: The answer is True.
The odd numbers in this group add up to an even number: 17, 9, 10, 12, 13, 4, 2.
A: The answer is False.
The odd numbers in this group add up to an even number: 15, 32, 5, 13, 82, 7, 1.
A:
Response:
The answer is False
Problem is that the answer is always False.
URL: Prompt Engineering - Wikipedia https://en.wikipedia.org/wiki/Prompt_engineering
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