AI Glossary
Synthetic Data
AI-generated training data used to train other AI
Definition
Synthetic data is artificially generated data used to train or evaluate AI models. Instead of relying entirely on human-collected data — which can be expensive, scarce, or privacy-sensitive — researchers generate data using existing models or simulations. Synthetic data is used heavily for fine-tuning, safety training, and in domains where real data is limited.