Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

Paper scales reinforcement learning with verifiable rewards (zero RL) to a trillion parameters, leading to emergent reasoning capabilities. It elicits chain-of-thought reasoning without human-annotated data.