Generative AI
Synthetic Data
Generative AI· Intermediate
Definition
Artificially generated data mirroring statistical properties of real data, used to train, test, or augment AI models. Addresses data scarcity, privacy constraints, and class imbalance. Increasingly generated by LLMs and diffusion models for training next-generation AI systems.
Tags
#data-augmentation#privacy#training#generation
MS
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