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CONCEPT

Dissolution of the Expert Self

The restructuring of professional identity demanded by AI — a load-bearing wall of the adult self-concept becoming smaller, permeable, and available for rebuilding around capacities that remain uniquely human.
The expert self is the identity a person constructs from years of accumulated mastery. It is not an accessory to the self; it is a structural element, a way of being in the world organized around the question 'What am I uniquely good at?' The AI transition is dissolving expert selves at unprecedented pace. The dissolution is not uniform across domains, but the pattern is consistent: vastness triggers accommodation, and the success or failure of accommodation determines whether dissolution produces the emergence of a new identity or produces collapse. Keltner's framework identifies three characteristic responses — defensive entrenchment, premature abandonment, and awe-mediated dissolution — and specifies the conditions under which each occurs. The third response, the healthiest, is the rarest, because it requires conditions the AI transition has been slow to provide.

In The You On AI Field Guide

Defensive entrenchment is the most psychologically understandable response. The expert doubles down on the existing identity — dismissing or minimizing the AI's capability, asserting the irreplaceable

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