Single Canonical Prompts Underestimate LLM Safety's Surface-Form Sensitivity

Yongxi Zhou, Junwei Yao, Yuanzhe Liu +4

A benchmark score is a measurement instrument, yet most benchmarks read each item at a single canonical surface form. We ask whether that reading is faithful: when an item's intent…