On Distinguishing Capability Elicitation from Capability Creation in Post-Training: A Free-Energy Perspective

Yuhao Li, Shengchao Liu

Debates about large language model post-training often treat supervised fine-tuning (SFT) as imitation and reinforcement learning (RL) as discovery. But this distinction is too coa…