Autodata: Using AI agents as data scientists to generate high-quality synthetic training data

This paper introduces Autodata, a method that uses AI agents as data scientists to create high-quality synthetic training and evaluation data. The approach involves training (meta-optimizing) a data scientist agent that learns to produce increasingly better data. The paper descri