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Reinforcement Learning Drives AI Reasoning Evolution: From Imitator to True Thinker

May 15, 2026·3 min

Reinforcement Learning Drives AI Reasoning Evolution: From Imitator to True Thinker

How RL, Self-Play, and Verifiers work together to evolve LLM reasoning — driving the leap from SFT imitation to true System 2 deep thinking.