CONCEPT
Model I and Model II
Argyris's two theories-in-use — Model I governs by control, unilateral protection, and avoidance of negative feeling; Model II governs by valid information, free choice, and internal commitment — and the AI transition demands the shift nearly every institution still resists.
Model I is the default theory-in-use of most professionals and organizations: achieve intended goals, maximize winning, minimize losing, suppress negative feelings, appear rational. Its governing variables produce predictable behaviors — unilateral control, advocacy without inquiry, face-saving, and the suppression of threatening information. Model II replaces these with valid information, free and informed choice, and internal commitment to the choice and vigilant monitoring of its implementation. The difference is not stylistic. Model I is incompatible with double-loop learning because it structurally protects the variables that double-loop learning must examine. The AI transition is a governing-variable event that requires Model II operation, and most organizations are structurally Model I.
In The You On AI Field Guide
Model I is not a philosophy people profess; it is the theory that governs their actual behavior under pressure. Argyris's method for detecting it was the left-hand column exercise, in which practitioners wrote down