IntroductionAs real-world data sources become saturated, restricted, or legally encumbered, synthetic data has moved from a niche research concept to a strategic priority for AI development. In 2025, major technology firms, defense agencies, and regulated industries are accelerating investment in AI-generated training data to overcome privacy limits, data scarcity, and bias concerns. What was once Read.