Designing synthetic datasets for the real world: Mechanism design and reasoning from first principles April 16, 2026 Tim R. Davidson, Student Researcher, and Hamza Harkous, Senior Staff Research Scientist, Google To address the scarcity of data required for specialized AI, we introduce Simula, a framework that reframes synthetic data generation as dataset-level mechanism design. By using reasoning...