AIBullisharXiv – CS AI · 8h ago7/10
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CareGuardAI: Context-Aware Multi-Agent Guardrails for Clinical Safety & Hallucination Mitigation in Patient-Facing LLMs
CareGuardAI is a safety framework designed to mitigate clinical risks and hallucinations in patient-facing medical LLMs through dual risk assessment mechanisms. The system employs context-aware multi-agent guardrails that evaluate both clinical safety and factual reliability before releasing responses, outperforming GPT-4o-mini on specialized healthcare benchmarks.
🧠 GPT-4