SFT vs. RL: What Changes Inside the Model?

In modern generative AI post-training, two fundamental paradigms dominate: Supervised Fine-Tuning (SFT) and Reinforcement Learning with Verifiable Rewards (RLVR / GRPO). While practitioners often trea