Synthetic Data — Training data generated by AI models rather than collected from real sources. Used when real data is scarce, expensive, or privacy-sensitive. Anthropic, OpenAI, and Google all use synthetic data to train their models. A controversial but increasingly common practice.
Why It Matters
Understanding Synthetic Data is critical for developers and decision-makers working with AI systems. As the technology evolves rapidly, knowing these fundamentals separates informed decisions from costly mistakes.
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