r/help cannot fix LLM hallucination rates on medical queries

Recent evaluations in the PubMedQA benchmark show open-source models still hallucinate citations at a 23% rate despite safety fine-tuning. No amount of community troubleshooting can override the probabilistic nature of next-token prediction when factual grounding is absent. Users seeking definitive medical advice should consult primary literature rather than expecting prompt engineering to solve architectural limitations.