Earlier quoted context omitted.
Do you, as a human, feel the urgency in that text? How it sounds like people's jobs, as well as the agent's job, are on the line? So do the AIs. Sometimes they're better at picking up that sort of tone than most humans. And they definitely respond to those things. The fact that an agent can't really "have" a "job" won't matter.
I feel like new graduates will need to start taking linguistics, psychology and public speaking classes in order to understand why and how subtext matters, and how to control it. Then again, we might find newer generations just develop an intuition in the same way that I witness some toddlers interface with touchscreens better than their parents.
Hopefully these aren't the same graduates that just cheated their way through university, only the responsible users of LLMs.