AI Decouples Production from Cultivation
AI is decoupling output from cultivation: as entry-level tasks are absorbed, how talent debt forms, where judgment comes from, and why growth no longer just happens on its own.
AI
The Hardest Part of AI Transformation Isn't AI — It's the Dirty Work Nobody Wants to Do
Why AI transformation stalls after model selection: dirty data, undocumented workflows, integration debt, evaluation gaps, and organizational resistance are the real bottlenecks.