Explain the four-step loop for using AI safely near the jagged frontier.
Use this loop whenever an AI answer could be fluent but wrong because context is unevenly distributed. Four-step frontier loop Frame the subtask What exactly should AI do? scope Test hidden context What might AI not see? surface Verify evidence Source or human check check Delegate or pull back Centaur handoff decision route Frontier risk rises when hidden context matters Delegate only after verification Which behavior best matches the frontier loop? Use AI for a bounded draft, check missing context, then decide whether to delegate more.
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