The Trillion-Parameter RL Paper Is Really About Letting the Model Find the Workflow

A new arXiv paper, Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning, reports a 1T-parameter mixture-of-experts reasoning model trained with reinforcement learning from verifi