Sayumi Muthukumarana

Prompt Sensitivity or Evaluation Artifact? A Task-Aware Analysis for Large Language Models

Prompt sensitivity is widely treated as a model robustness deficiency. Yet the extent to which measured sensitivity reflects genuine model instability, rather than artifacts of the evaluation method used to measure it, remains largely underexplored. We introduce Evaluation-Attributable Sensitivity (EAS), a per-instance...