Finetuning and Instruction Tuning
A pretrained model knows an enormous amount about language and often about the world — and none of it about how to behave. It has no notion that a question deserves a direct answer rather than a continuation of similar-looking text scraped from a forum. Fine-tuning is where capability turns into behaviour, and most complaints of "the model can't do X" are actually behaviour problems in disguise.