Designing synthetic datasets for the real world: Mechanism design and reasoning from first principles (opens in new tab)

The rapid advance of generalist AI models has been fueled by the abundance of internet data. However, widespread integration of AI will require models to specialize in novel, uncommon, and privacy-sensitive applications where data is inherently scarce or inaccessible.