Nvidia, Google, and OpenAI are adopting synthetic data to train AI models due to a shortage of real-world data. This shift is seen as a crucial solution to address data scarcity and privacy concerns, with major AI companies increasingly relying on synthetic data generation tools for various applications like automotive and robotics.