Calestous Juma — On AI
This page lists every Orange Pill Wiki entry hyperlinked from Calestous Juma — On AI. 13 entries total. Each is a deeper-dive on a person, concept, work, event, or technology that the book treats as a stepping stone for thinking through the AI revolution. Click any card to open the entry; in each entry, words colored in orange link to other Orange Pill Wiki entries, while orange-underlined words with the Wikipedia mark link to Wikipedia.
Absorptive Capacity
Juma's term for the institutional ecosystem that determines whether a society can translate an innovation into broadly shared benefit — educational systems, economic institutions, regulatory frameworks, and cultural narratives operating tog…
African Agency in the Digital Turn
The thesis that African populations are not merely subjects of the AI revolution but agents in it, with specific traditions of creativity, improvisation, and collective intelligence that constitute resources for engaging AI on terms the met…
Building Dams (Deaton Reading)
The institutional structures required to direct the AI surplus toward broadly shared welfare — infrastructure, education, labor market policy, governance of AI development, international coordination — built at the speed the transition dema…
Co-Evolution of Technology and Institutions
Juma's claim that technologies and institutions shape each other simultaneously — not a linear sequence in which society catches up to technology, but a mutual influence that determines what the technology becomes.
Institutional Ecology
The interdependent system of institutions — training pathways, credentialing, economic arrangements, social identity — within which individual expertise acquires meaning, context, and sustenance.
Ironies of Automation
Lisanne Bainbridge's 1983 insight that automation does not simply remove the human from a task — it transforms the human's role into monitoring, which humans do badly.
The Dampening Effect
Juma's term for the systematic deceleration of innovation adoption produced by organized resistance — a delay that is neither purely destructive nor purely protective, but whose use determines the transition's distributional outcomes.
The Framing Battle
Juma's name for the contest between competing narratives that determines how an innovation will be understood, evaluated, and governed — a struggle whose outcome shapes institutional responses more than any technical characteristic of the i…
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.
Visibility Structures
Juma's term for the institutional mechanisms that make transition costs visible to decision-makers — structural remedies for the structural blindness of winners to losers.
What the Incumbents Know
Juma's insistence that the diagnostic accuracy of incumbent objections has historically exceeded the predictive accuracy of innovator promises — making incumbents the indispensable source of intelligence for transition architecture.
