Data World: Scaling Data Environments from Scratch

What this work does

Data World generates synthetic data environments from explicit underlying mechanisms, along with tasks and auditable rubrics. This provides scalable, verifiable training and evaluation material for agents that must discover insights across heterogeneous files.