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The learning loops through which authority capacity rebuilds: experiencing consequences over time, integrating feedback, developing interpretive fluency. Substitution suppresses regenerative feedback by externalising judgment.
When physicians make diagnoses and see patient outcomes, they learn. When they follow algorithmic protocols, outcomes are attributed to the algorithm, not to clinical skill. Regenerative feedback is suppressed.
RSRLS Section 3