Hallucination Prevention: AI Prompting for Factual Accuracy

A group of diverse professionals in a modern office engaging in a brainstorming session about AI prompting for factual accuracy, with a flowchart displayed on the screen behind them.

Why AI Hallucinations Happen in the First Place If you’ve played around with GPT or any large language model (LLM), you’ve probably been impressed—and sometimes alarmed—by how confidently it generates completely fabricated nonsense. These are what we call hallucinations: when an AI outputs inaccurate or made-up information as if it were true. But to prevent … Read more

Healthcare AI Prompts: Medical Data Interpretation & Patient Care

A healthcare professional in scrubs discusses medical data with a patient in a modern hospital room. The professional holds a digital tablet showing health metrics, while the patient is seated on an examination bed.

How Generative AI Handles Chart-Based Patient Data One of the trickiest things I ran into while testing AI prompts in a medical dashboard was getting them to understand lab result tables. Almost every EHR (Electronic Health Record) system formats lab values like a spreadsheet, meaning you have rows labeled “WBC,” “RBC,” or “Hemoglobin,” and columns … Read more