TLDR Tech / Dev
When everyone has AI and the company still learns nothing
While many organizations gain individual productivity from AI adoption, these gains often fail to translate into broader organizational learning because traditional corporate structures are too slow to capture informal employee discoveries. Companies must shift from monitoring basic token usage to tracking decision-making improvements, building feedback mechanisms that transform individual AI experiments into shared organizational capabilities.
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