• human-in-the-loop — Requiring a person's approval at specific points in an automated process, chosen so the irreversible steps are the ones a human sees.

Shows empirically which knowledge-work tasks get fully automated versus kept in the loop, and that people build their own throwaway tools with Artifacts rather than only chatting.

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