VeRA: Verified Reasoning Data Augmentation

What Changed

Converts seed problems into templates, generators, and verifiers for scalable data augmentation

Why It Matters

VeRA transforms static benchmarks into dynamic generators, enabling indefinite scaling of robust AI evaluations without human labeling. It combats saturation and memorization, providing reliable progress measurement. Open-sourcing accelerates adoption in research and industry benchmarking.

What To Do Next

Clone VeRA repo from arXiv links and generate VeRA-H tasks to harden your model's reasoning benchmarks.