A two-statistic pre-flight predicts when permutation search beats random sampling, and exhaustive ordering tests show instruction order alone shifts LLM accuracy by 90.6 points.
Quantifying Language Models’ Sensitivity to Spurious Features in Prompt Design or: How I Learned to Start Worrying about Prompt Formatting
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PRISM: A Predictive Protocol for Permutation Optimization via Landscape Diagnostics
A two-statistic pre-flight predicts when permutation search beats random sampling, and exhaustive ordering tests show instruction order alone shifts LLM accuracy by 90.6 points.