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>I apologize, GPT-4, for mistakenly accusing you of making mistakes.

I am testing large language models against a ground truth data set we created internally. Quite often when there is a mismatch, I realize the ground truth dataset is wrong, and I feel exactly like the author did.

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Apologizing to a program seems rather silly though. Do you apologize to your compiler when you have a typo in your code, and have to make it do all that work again?

If the compiler could listen and update its functions based on the tone of what I said to it, yes I probably would.

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