Kate Raworth — On AI
This page lists every Orange Pill Wiki entry hyperlinked from Kate Raworth — On AI. 21 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.
Ascending Friction
The Orange Pill's thesis that AI does not eliminate difficulty but relocates it to a higher cognitive floor — the engineer who no longer struggles with syntax struggles instead with architecture.
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?
Distributive Design
Raworth's fifth principle — building equitable distribution into the structure of an economy from the start rather than attempting to redistribute gains after concentration has already occurred.
Doughnut Economics
Raworth's visual framework depicting the safe and just space for humanity — bounded below by a social foundation of twelve human needs and above by nine planetary boundaries — that replaces GDP growth as the compass of economic success.
Ecological Cost of AI
The full material footprint of AI operations — energy, water, minerals, land, and carbon — that productivity metrics systematically exclude but that the embedded economy and ecological ceiling make inescapable.
Enough
The most subversive word in economics — Raworth's name for the bounded quantity between the social foundation's floor and the ecological ceiling's limit, which growth-addicted economic thought cannot formulate because it has no concept of …
Growth Agnosticism
Raworth's seventh principle — a stance of genuine indifference to whether an economy grows, stabilizes, or contracts, grounded in the recognition that what matters is not the size of the economy but whether it keeps humanity within the dou…
Jevons Paradox
The 1865 observation by William Stanley Jevons that efficiency improvements in coal-fired engines increased rather than decreased total coal consumption — the dynamic that converts AI efficiency gains into throughput expansion rather than …
Planetary Boundaries
The nine Earth-system thresholds identified by Johan Rockström and colleagues at the Stockholm Resilience Centre in 2009, beyond which the risk of destabilizing the biosphere increases sharply — the scientific foundation for the doughnut's…
Regenerative Design
Raworth's sixth principle — designing economic material flows in cycles that restore and replenish, rather than the linear take-make-use-lose model that has dominated industrial economics for two centuries.
The Amplifier
The device that increases the magnitude of whatever passes through it without evaluating the content — Wiener's framework for understanding AI as a tool that carries human signal, or human noise, with equal power and no judgment.
The Beaver's Dam
The canonical example of allogenic ecosystem engineering — a structure that modulates rather than blocks the flow of its environment, creating the habitat pool in which diverse community life becomes possible.
The Burnout Society
Byung-Chul Han's 2010 diagnosis of the achievement-driven self-exploitation that has replaced disciplinary control as the dominant mode of power — and, in cybernetic terms, a social system operating in positive feedback.
The Developer in Lagos (Winner Reading)
The composite figure from The Orange Pill whose access to AI tools is celebrated as democratization — and whose absence from governance decisions the Winner volume makes visible.
The Ecological Ceiling
The nine planetary boundaries — climate change, ocean acidification, chemical pollution, nitrogen and phosphorus loading, freshwater withdrawal, land conversion, biodiversity loss, air pollution, ozone depletion — beyond which Earth's li…
The Fishbowl
The Orange Pill's image for the set of professional and cultural assumptions so familiar they have become invisible — the water one breathes, the glass that shapes what one sees. A modern rendering of Smith's worry about the narrowing effe…
The Productivity Number
Edo Segal's twenty-fold multiplier from Trivandrum — received by the culture with the reverence a quantitative civilization reserves for quantitative claims, and the archetypal thin description of a transformation whose meaning lives elsew…
The Social Foundation
The twelve interdependent dimensions of human well-being — food, water, health, education, income, energy, housing, networks, political voice, social equity, gender equality, and meaningful work — that compose the inner ring of the doughn…
