SafeLLM: Extraction as a Hallucination-Resistant Alternative to Rewriting in Safety-Critical Settings

In three linesSafeLLM compares line-number extraction to free-form rewriting for RAG systems in safety-critical settings (SOPs, HR policies, medical guidelines). Line-based extraction outperforms direct copying and safety-focused strategies, achieving 95% term recall on NHS and NICE documents with better source text fidelity.

Summary generated by Claude — human-verified