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News/Separating Prompt Harmfulness from Interaction Safety via Partial Generation
arxiv
PublishedOctober 15, 2026 at 4:00 AM

Separating Prompt Harmfulness from Interaction Safety via Partial Generation

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Publisher summary· verbatim

arXiv:2610.16761v1 Announce Type: new Abstract: LLM-based information systems need safety guardrails. Most guardrails classify the prompt alone. If the prompt looks harmful, the system rejects it before any answer is generated. This is costly. Many rejected prompts would have received a safe respons

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