AI RESEARCH
A Paired Testing Protocol for Batch-Conditioned Refusal Robustness in LLM Serving
arXiv CS.LG
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ArXi:2605.27763v1 Announce Type: new Safety evaluations of language models often treat serving configuration as fixed background infrastructure, but batch condition is an untested treatment variable whenever the same prompt may be evaluated alone, in a synchronized batch, or inside a continuous-batching scheduler.