Asked about Grading: code first, judges second

You are comparing two prompt versions with a pairwise judge. What do you do about position bias?

An answer that works

Run every comparison twice with the answers in both orders, and average. The gap between the win rate in one order and the other is the size of the bias, and it is worth reporting as a property of the judge. In a realistic case a fifteen-point pull towards whichever answer is shown first is enough to reverse the verdict on a version that is genuinely better, so judging in one fixed order can send you the wrong way.

Reading an answer is not being able to give one. The section that teaches this is Grading: code first, judges second, 6 hours of Evaluation.

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