The Complementarity Flywheel
Explain how routine automation can complement human skill growth instead of replacing it.
The complementarity flywheel turns automation savings into human skill growth. Routine automation -> human leverage Routine work compressed summaries, formatting, first drafts time released Human rep protected framing, interpretation, judgment practice targeted Evidence created recommendations, decisions, trust capital visible Responsibility expands harder problems, higher stakes options grow Automation creates space. Practice converts space into skill. Evidence makes skill trusted. Which behavior keeps automation complementary rather than merely faster?
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