The article discusses strategies to mitigate AI hallucinations in medical writing, a critical issue where AI models generate inaccurate or fabricated content. Key solutions include using RAG-powered knowledge bases to provide accurate context, selecting large language models with strong factual performance, applying human-in-the-loop verification, and incorporating contextual prompt tuning and built-in fact-checking. AuroraPrime Create, a tool integrated with Microsoft Word 365, offers these features to ensure the reliability and accuracy of AI-assisted clinical documentation.