Post-Training Doesn't Create Your Model's Character. It Inherits One

IntroductionEvery team building on top of LLMs has a version of the same mental model: pretraining teaches the model what it knows, and post-training teaches it how to behave. Don't want it to say harmful things? Train that out. Want it to be more helpful? Push