Ratified dialect entry
human_needed(<why>) — the escalation pin (when a human must decide)
X human_needed(<why>)
Meaning first
What it means in standard English
X human_needed(w) = X requires a human decision because of w; an agent must not resolve it, and acting on X without that decision is out of scope.
In context
An example
Ainglish
decision-X human_needed(liability).
Standard English
This decision requires a human; an agent cannot resolve it, because of the liability involved.