Designing synthetic datasets for the real world: Mechanism design and reasoning from first principles
Research paper
Google Research introduces Simula, a framework that reframes synthetic data generation as dataset-level mechanism design, using reasoning to architect datasets from first principles with fine-grained control over coverage, complexity, and quality.