Branko Milanovic — On AI
This page lists every Orange Pill Wiki entry hyperlinked from Branko Milanovic — On AI. 24 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.
Attentional Ecology
The study of how AI-saturated environments shape the minds that live inside them — the framework for asking what becomes of judgment, curiosity, and the capacity for sustained attention when answers become abundant and friction is engineer…
Competitive Compression
The mechanism by which AI erodes wage premiums for professional skills — not through displacement but through supply expansion that devalues scarcity, leaving the professional middle class employed but economically compressed.
Democratization of Capability (Senian Reading)
The Orange Pill claim — that AI tools lower the floor of who can build — submitted to Sen's framework, which asks the harder question: does formal access convert into substantive capability expansion?
Homoploutia
Milanovic's term for the structural condition in which the same individuals are simultaneously rich in both capital and labor income — a dissolution of the capital-labor divide that historically drove redistributive politics, now intensifie…
Imagination-to-Artifact Ratio
Segal's term for the gap between what a person can conceive and what they can produce — which AI collapsed to approximately the length of a conversation, and which Gopnik's framework reveals to be an exploitation metric that leaves the exp…
Institutional Dams
The systemic counterpart to Segal's individual beaver metaphor — the structural architectures of taxation, labor bargaining, portable benefits, and international coordination that operate at the level of the economy, not the level of the in…
Institutional Lag
The widening gap between the speed at which an institution can adapt and the speed at which its environment is changing — the mechanism through which individual future shock compounds into systemic disorientation.
Kuznets Waves
Milanovic's generalization of Simon Kuznets's inverted-U hypothesis into a theory of recurring inequality cycles — each major technological transition producing a rise in inequality later moderated by institutional responses, then the next …
The AI Elephant
The prospective distributional curve of the AI transition — four segments (flat left tail, deep valley, upper hump, soaring trunk) that Milanovic's framework sketches from structural analysis before the retrospective data can confirm it.
The AI Serpent
The distributional trajectory in which the AI elephant's valley becomes absolute decline rather than relative stagnation — the conditional outcome if institutional architecture fails to moderate the transition, with political consequences t…
The Beaver's Dam
The Orange Pill's metaphor for the institutional work of redirecting the river of AI capability — not to stop the current but to shape what grows around it.
The Capital-Labor Split
The division of national income between returns to capital and compensation for labor — the structural ratio that has shifted toward capital for four decades and that the AI transition is accelerating through a uniquely lopsided productivit…
The Citizenship Premium
Milanovic's empirical finding that national location explains more variation in individual lifetime income than education, occupation, or any individual characteristic — the institutional rent that geography extracts, and that AI amplifies …
The Developer in Lagos
The figure at the intersection of Segal's democratization narrative and Milanovic's capture analysis — the builder whose capability has expanded dramatically and whose value-capture remains bounded by the institutional geography surrounding…
The Distribution Problem
The uncomfortable fact that AI's benefits and costs do not distribute evenly across the population of affected workers — a Smithian question about institutions, not a technical question about tools.
The Elephant Curve
Milanovic and Lakner's 1988–2008 global income-growth chart — the single most cited diagram in contemporary political economy, whose shape made the distributional reality of globalization undeniable.
The Geography of Value Capture
The distinction between capability and capture — between who can build and who keeps what gets built — that reveals how AI's democratization of tools coexists with the concentration of value in the jurisdictions that own the infrastructure.
The Luddite Response
The political and emotional reaction against transformative technology on behalf of the workers and ways of life it displaces — historically vilified, increasingly reconsidered, and directly relevant to the AI transition.
The Missing Builders
Milanovic's identification of the political agency gap — the populations in the AI valley who have not yet recognized their shared distributional condition, and whose absence from political mobilization is the binding constraint on institut…
The Plutocratic Bias
The structural correlation between distributional position and technological optimism — the observation that the most enthusiastic voices in any technological transition are disproportionately the voices of those who stand to gain most, and…
Software Death Cross
The 2025–2026 phase transition in which AI-assisted software production costs crossed below the costs of maintaining legacy code, triggering a trillion-dollar repricing of the SaaS industry in months.
The Trivandrum Training
The February 2026 training session in which Edo Segal's twenty engineers in Trivandrum crossed the orange pill threshold and emerged as AI-augmented builders producing twenty-fold productivity gains — the founding empirical moment of The Orange…