CONCEPT
Transition Architecture
Juma's term for the integrated institutional system — economic, professional, cognitive, and cultural — that determines whether a technological transition produces broadly shared prosperity or concentrated suffering.
Transition architecture is not decorative. It is structural, in the engineering sense: it determines whether the building stands or collapses under the loads the transition imposes. The loads of the AI transition operate across four dimensions that require separate analysis because they demand different institutional responses: economic (displacement and income support), professional (identity, status, and community), cognitive (skill atrophy and developmental conditions), and existential (meaning, narrative, and the frameworks within which work makes sense as a human activity). The dimensions interact — economic insecurity undermines professional reinvention, professional disorientation erodes cognitive maintenance, cognitive atrophy diminishes the judgment existential narrative requires — and the architecture must address them as a system rather than in isolation.
In The You On AI Field Guide
The economic dimension is the most visible and most tractable. When AI enables one developer to do the work of five, four positions become redundant. The cost is immediate, quantifiable, and amenable to mechanisms refined across centuries of experience with technological displacement: unemployment insurance, income