The Verifier Design Playbook: How to Build RLVR Gyms That Models Can't Game
Engineering teams deploying reinforcement learning with verifiable rewards (RLVR) post-training have found that building the training harness accounts for only 20% of the work, with the remaining 80% going to verifier de…