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Journal article

Refusal Is Not a Rate: What a Context-Conditioned Refusal Policy Would Have to Specify, Why the Benchmarks That Score Context Assume It Is Verified, and the Provenance Term No Instrument Prices

Pranay Mahendrakar 2026

(c) 2026 Pranay Mahendrakar. Licensed under CC BY 4.0. A language model that refuses a harmful request and a model that refuses a harmless one produce the same event, and most of the literature on the jailbreak/over-refusal trade-off counts both as one refusal rate. The standard proposal for…

Cite Related research LOR-00055 · 8 views · 20 downloads Select “Refusal Is Not a Rate: What a Context-Conditioned Refusal…” for export

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