CONCEPT
Espoused vs. Practiced Values
The gap between what organizations say they believe about AI — augmentation, not replacement — and what they do when the productivity gains arrive and the board asks the obvious question.
Nearly every organization that has adopted AI tools has espoused the value of augmentation. The word appears in strategic plans, leadership speeches, and all-hands meetings with the regularity of an incantation. The practiced value — revealed through actual decisions rather than stated intentions — is often something quite different. The gap between espoused and practiced values is not organizational dishonesty in any simple sense. The people who espouse the values genuinely believe them. The gap exists because espoused values live at one level of cultural awareness and practiced values live at another, deeper level where behavior is actually governed. The AI transition has created the largest version of this gap in Schein's framework's history, and the gap is where organizational trust is being destroyed.
In The You On AI Field Guide
The mechanism through which the gap destroys trust is precise. Genuine AI adoption requires vulnerability — the engineer admitting she does not understand the tool's output, the