- In short
- Iteration versus escalation is the judgement of when further prompting has stopped improving an output, which is the signal to escalate to a human expert rather than keep iterating. Productive iteration measurably improves the output each round; when several rounds in a row produce little to no improvement, that flat curve is the signal to escalate. More prompting cannot manufacture judgment the situation actually requires, and the signal is the stalled trend, not a visible error.
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