Question

A healthcare analytics startup wants to train a machine learning model to detect a rare disease, but the real patient dataset is very small and cannot be widely shared due to privacy regulations. A data scientist proposes using a generative AI model to produce additional artificial patient records that statistically resemble the real data. Which business value of generative AI does this proposal best demonstrate?

Accepted Answer

Generating synthetic data to augment scarce datasets while preserving privacy

Answer

Automatically labeling the existing patient records with disease outcomes

Answer

Eliminating the need to evaluate the trained model before deployment

Answer

Guaranteeing that the model will never produce incorrect predictions