How Reinforcement Learning Environments Destroy Training Quality – Practical Solutions5. June 20264. July 2026AI ModelsRL environments with software bugs (stale cache, reward hacks, false state transitions) generate toxic training data that sabotage agent training – systematic quality validation is necessary. Share on: