Like humans, models need the right information to get a job done. Also like humans - confusing, ambiguous, or absent instructions and/or evidence prevent a human from a getting task done well.
A significant part of the job of an AI engineer is to ensure a model has the context it needs, which can be gathered and provided in a variety of ways. We'll discuss a few of these options and the pragmatic tradeoffs between them.