LLMs are the least deterministic means you could possibly ever have for automation.
What you are truly seeking is high level specifications for automation systems, which is a flawed concept to the degree that the particulars of a system may require knowledgeable decisions made on a lower level.
However, CAD/CAM, and infrastructure as code are true amplifiers of human power.
LLMs destroy the notion of direct coupling or having any layered specifications or actual levels involved at all, you try to prompt a machine trained in trying to ascertain important datapoints for a given model itself, when the correct model is built up with human specifications and intention at every level.
Wrongful roads lead to erratic destinations, when it turns out that you actually have some intentions you wish to implement IRL
If you give the same subject to two different journalists, or even the same one under different "temperature" settings, say, he had lunch or not, or he's in different moods, the outputs and approaches to the subject will be completely different, totally nondeterministic.
But that doesn't mean the article they wrote in each of those scenarios in not useful and economically valuable enough for them to maintain a job.
If you want to get to a destination you use google maps.
If you want to reach the actual destination because conditions changed (there is a wreck in front of you) you need a system to identify changes that occur in a chaotic world and can pick from an undefined/unbounded list of actions.
What you are truly seeking is high level specifications for automation systems, which is a flawed concept to the degree that the particulars of a system may require knowledgeable decisions made on a lower level.
However, CAD/CAM, and infrastructure as code are true amplifiers of human power.
LLMs destroy the notion of direct coupling or having any layered specifications or actual levels involved at all, you try to prompt a machine trained in trying to ascertain important datapoints for a given model itself, when the correct model is built up with human specifications and intention at every level.
Wrongful roads lead to erratic destinations, when it turns out that you actually have some intentions you wish to implement IRL