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

This research proposes distinguishing between capability elicitation and capability creation in large language model post-training. It argues that elicitation reweights existing behaviors within a model's accessible support, while creation changes that support itself, developing this through a free-energy view.