P02 / Online Book

Intelligence changes production. Circulation determines outcomes.

Economics After AI

CIRCULATION MAP / 01—03

Part 101

A Map of Economics

Open the historical map
Part 202

The Philosophy of Economics

Part 303

Growth-Circulation Economics in Practice

01 / 01Complexity economics
Black-and-gold illustrated portrait of economist W. Brian Arthur

1946—

W. Brian Arthur

威廉·布莱恩·阿瑟

Life

An economist and complexity scientist, formerly Morrison Professor at Stanford and now an External Professor at the Santa Fe Institute. In the late 1980s he led the Santa Fe group that helped establish complexity economics, and his work on increasing returns became foundational to the study of technology markets.

Selected works

  • Increasing Returns and Path Dependence in the Economy
  • The Nature of Technology
  • Complexity and the Economy

Ideas in brief

Arthur replaces the image of the economy as a machine at equilibrium with an adaptive system always in formation. Positive feedback can magnify small historical events into lock-in; technologies evolve by combining existing components; and each new technology helps reconstruct the economy that produced it. Economic structures are therefore emergent, path-dependent, and continually remade by innovation.

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01 / 02Critique of political economy
Black-and-gold illustrated portrait of philosopher Karl Marx

1818—1883

Karl Marx

卡尔·马克思

Life

A German philosopher, political economist, and revolutionary writer. After periods in Paris and Brussels, he spent most of his later life in London, working closely with Friedrich Engels and conducting the research that culminated in the first volume of Capital in 1867.

Selected works

  • Economic and Philosophic Manuscripts of 1844
  • The German Ideology
  • The Communist Manifesto
  • Capital, Volume I

Ideas in brief

Marx analyzes human beings as productive and social, yet capable of becoming alienated from their work, its products, one another, and themselves. His materialist account of history relates social change to modes of production and class relations; his critique of capital examines commodities, surplus value, accumulation, and the way social relations appear as relations between things.

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02 / 01Daoist philosophy
Black-and-gold imagined illustration of the legendary ancient Chinese philosopher Laozi

Trad. 6th c. BCE

Laozi

老子

Life

A foundational figure of the Daoist tradition, traditionally described as an older contemporary of Confucius and a keeper of archives at the Zhou court. Modern scholarship disputes whether Laozi was a single historical person and generally treats the Daodejing as a text formed through a longer process rather than the work of one securely identifiable author.

Selected works

  • Daodejing (Laozi)

Ideas in brief

The Daodejing presents Dao as the inexhaustible way through which the ten thousand things arise, and de as its particular efficacy in beings. Naturalness and nonaction do not mean passivity, but action that avoids coercive overreach. Reversal, softness, emptiness, and knowing sufficiency describe a form of power that works by making room rather than by imposing control.

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02 / 02Philosophy of technology
Black-and-gold illustrated portrait of German philosopher Martin Heidegger

1889—1976

Martin Heidegger

马丁·海德格尔

Life

A German philosopher who taught at Marburg and Freiburg and transformed twentieth-century continental philosophy with Being and Time (1927). His 1933 rectorship at Freiburg and membership in the Nazi Party remain inseparable from any responsible account of his legacy.

Selected works

  • Being and Time
  • The Question Concerning Technology
  • Building Dwelling Thinking

Ideas in brief

Heidegger asks about the conditions under which a world becomes meaningful to us. In his later work, technology is not merely a collection of tools: it is a mode of revealing that tends to order nature and people as resources on standby. His concept of enframing names this logic of ordering, while releasement points toward a less dominating relation to things.

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03 / 01Economics of knowledge
Black-and-gold illustrated portrait of writer and technology thinker George Gilder

1939—

George Gilder

乔治·吉尔德

Life

An American writer, economist, investor, and co-founder of the Discovery Institute. From supply-side economics to semiconductors, telecommunications, and decentralized computing, his long career has focused on the relationship between entrepreneurship, information, and technological change.

Selected works

  • Wealth and Poverty
  • Microcosm
  • Knowledge and Power
  • Life After Google

Ideas in brief

Gilder treats capitalism as a discovery system: wealth is knowledge, growth is learning, and entrepreneurial profit rewards surprising new information rather than the optimization of what is already known. His supply-side commitments and some social arguments are contested; his central epistemic claim is that creativity, experiment, and error—not static allocation alone—generate economic value.

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