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News/Single Canonical Prompts Underestimate LLM Safety's Surface-Form Sensitivity
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

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

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arXiv:2608.02665v2 Announce Type: replace-cross Abstract: 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 is held fixed and only its meaning-preserving surface form va

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