The study emphasizes that the meta-prompt design significantly influences prompt optimization performance, highlighting the importance of the sequence of previous instructions for effective learning.
Our experiments demonstrate that using a default ordering of instructions from lowest to highest yields better final accuracies and faster convergence, confirming the relevance of recency in optimization.
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