Opportunities and Challenges of Generative AI in Healthcare

Generative AI models like chat GPT provide new opportunities in the healthcare space. With large foundation models, AI developers can build models quickly and interact with them like humans. For instance, a model can generate complete descriptive radiology reports. However, the challenge lies in quality control. Human-like responses create infinite potential outputs, making it difficult to maintain quality. Issues like hallucinations can be harmful, especially in healthcare. Ensuring model quality is crucial, and experts are needed in data labeling and ongoing monitoring to prevent mistakes and ensure accuracy.