Draft Convergence Is Not Correctness: Stopping Rules for Repeated Model Redrafts of Docs
This story is from 2026-10-19. It is preserved in the archive; the latest stories are on the live feed.
Repeatedly asking a model to redraft the same documentation section produces a measurable signal, and that signal is churn, not quality. When the edits between consecutive drafts fall to near zero, the model has stopped changing its mind, which is useful to know. It means you can stop spending pass…
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- 2026-10-19 09:06 · DEV Community — AI
Draft Convergence Is Not Correctness: Stopping Rules for Repeated Model Redrafts of Docs