The Embedded Economy
The embedded economy is the second of Raworth's seven conceptual moves: the replacement of the self-contained circular-flow diagram that dominates introductory economics with a nested picture in which the economy is a subsystem of society, which is a subsystem of the biosphere. Nothing enters the economy that does not come from the living world. Nothing leaves the economy that does not return to the living world. The economy is an open subsystem of a finite, materially closed planetary system — and treating it as if it were self-contained is the source of the most systematic economic errors.
In the AI Story
The circular-flow diagram that Raworth displaces was developed by Paul Samuelson in the mid-twentieth century and has been taught to generations of economics students as the foundational picture of what an economy is. Households supply labor to firms, firms supply goods to households, money circulates between them, and the system is analytically complete. The living world appears, if at all, as an externality — a cost imposed on parties not directly involved in the transaction.
The embedded picture displaces this by nesting the economy within concentric rings: economy inside society, society inside the biosphere, the whole diagram bounded by the Sun's energy flows and the Earth's heat loss to space. The diagram makes visible what the circular-flow picture conceals: that every economic transaction is a transformation of matter and energy extracted from the Earth, and that the total throughput is bounded by what the biosphere can sustain.
Applied to AI, the embedded economy reveals what the amplifier metaphor obscures. Every token processed by a language model is a material event — a transformation of energy, processed through an infrastructure of mines, refineries, power plants, cooling systems, and networks, and returned to the Earth as waste heat, carbon emissions, depleted aquifers, and contaminated landscapes. The sum of billions of daily material events is a planetary-scale material flow that presses directly against the ecological ceiling.
The framework also makes visible the household and commons — domains that the conventional diagram treats as invisible residuals. Care work, mutual aid, volunteer contribution, and the open commons from which AI training data was largely harvested all register as economic activity within the embedded picture. This recasting has direct implications for AI's ownership structure: if the training data was produced in a commons, the value generated from it cannot legitimately be captured entirely by the firms that harvested it.
Origin
Raworth drew the embedded economy diagram explicitly against Samuelson's circular flow, citing Herman Daly's ecological economics and the Stockholm Resilience Centre's Earth-system science as direct sources. The diagram appears prominently in Chapter 2 of Doughnut Economics.
Key Ideas
Nested, not self-contained. The economy is a subsystem of society, which is a subsystem of the biosphere, not a standalone domain with ecological externalities.
Material thermodynamics. Every economic transaction is a transformation of matter and energy bounded by physical laws.
Commons and household visible. The diagram restores care work and the commons to economic analysis, reversing their exclusion from the circular-flow picture.
AI throughput is material. Digital operations are material events whose aggregate consequences press against planetary boundaries.
Appears in the Orange Pill Cycle
Further reading
- Kate Raworth, Doughnut Economics (2017), Chapter 2
- Herman Daly, Steady-State Economics (1977)
- Nicholas Georgescu-Roegen, The Entropy Law and the Economic Process (1971)
- Kate Crawford, Atlas of AI (2021)
- Donella Meadows, Thinking in Systems (2008)