Tag: resource

Japan-Watching: Economics in the Age of AI

A Thought Experiment Envisioning A “Fully Automated Society”

from REITI, by IKEUCHI Kenta [池内 健太], Senior Fellow (Policy Economist)

In a world where human labor has become unnecessary because of AI, what should be the focus of the study of economics? In the future, if AI and robots have become capable of producing all goods and services necessary for our society, what kind of economic problems could remain?

Of course, a fully automated society is not predicted for the near future. This article imagines such an extreme type of society as a thought experiment designed to consider economic systems in the age of AI. Here, a fully automated society refers not only to one in which corporate production is automated, but also to one in which the legislative, administrative, and judicial functions of government are substantially supported—and in some cases automated—by AI.

I started thinking about this matter when I heard from a researcher acquaintance that a paper concerning AI’s impact on employment had caused quite a stir on X, and I decided to read it out of curiosity. The paper discussed the possibility that AI-driven job cuts could reduce workers’ incomes, weaken consumer demand, and ultimately backfire on firms themselves (Falk and Tsoukalas 2026). Companies may earn higher profits in the short term by taking advantage of AI to cut back on personnel costs. However, if most companies follow that same approach, overall market demand would weaken because workers are also consumers.

The purpose of this article is not to question the validity of that paper’s argument. Rather, the focus is on what economic problems would remain in a future society if AI not only partially replaces human labor but also produces most goods and services.

Scarcity Will Continue to Be a Problem

There has already been extensive research regarding the impact of AI on employment. For example, Acemoğlu and Restrepo (2019) argued that while automation may replace existing human jobs, it may also create new ones. Moreover, the possibility that technological advances could free humans from labor and greatly alleviate economic problems was discussed long ago by Keynes (1930).

If AI and robots become capable of producing goods and services on a sufficiently large scale, would economic problems disappear? That would not necessarily be the case. Even in a fully automated society, scarce resources such as land, location, natural environments, energy, and rare metals will remain limited. Moreover, social status, influence, and political decision-making power are deeply connected to human intentions and perception, and cannot simply be delegated to AI. More land will not become available simply because more people wish to live in convenient urban locations. Quiet natural environments, advanced healthcare resources, social attention, and political influence also cannot be maximized for everyone at the same time.

Therefore, even in a fully automated society, some economic problems will remain. However, the main focus will shift from the “problem of insufficient ordinary commodities” to “how to allocate fundamentally scarce resources.” As production capacity increases, the value of true scarcity only becomes clearer.

In that case, the roles of markets and prices will still exist. Prices are not merely figures that allow for corporate earnings; they convey information about which resources are scarce and to what extent, how much demand there is for those resources, and what supply constraints there are. That perspective connects to a classic argument made by Hayek (1945), who argued that prices function as a mechanism through which dispersed information can be aggregated.

However, if AI becomes deeply integrated into the market, the concept of price itself may change. At present, prices serve as one-dimensional signals representing the levels of various factors, such as scarcity, quality, demand, supply, environmental impact, and future risks, expressed in terms of a single metric, that is, monetary value. If AI agents become capable of processing large volumes of information on behalf of consumers and companies, it is possible that multi-dimensional market signals that convey information concerning all those various factors, including quality, environmental impact, congestion, delivery time, reliability and social impact may come into use. Narita (2025) also discussed the possibility that the roles of money and prices may change, with more diverse evaluation standards becoming involved in economic coordination.

For People to Enjoy Affluence

In a fully automated society, how people participate in the market and society will become more important than ever. If the premise that people earn income through labor becomes obsolete, it will be necessary to develop a mechanism whereby purchasing power is distributed to everyone. In this context, universal basic income (UBI) may be reframed not only as relief for the unemployed, but as a form of fundamental purchasing power used by people to express their preferences. Managi [馬奈木 俊介] (2025) also pointed out that governance over the equitable distribution of the benefits of AI is essential.

Moreover, UBI may not be limited to simple monetary payments. In the future, UBI may take the form of a system combining other benefits as well, including energy use quotas, rights of access to basic healthcare services and education, and rights to refuse or control the use of personal data. In a fully automated society, UBI would therefore be a matter not only of how much to provide, but also of what kinds of access to guarantee and over what time horizon.

Another important issue is whether it is appropriate to treat people merely as consumers. In a fully automated society, the need for people to work for a living may diminish. However, even without such a necessity, humans will likely still possess the desire to create or to be creative. It is human nature to try new things and to try to surprise or impress other people. The spirit of fun and curiosity, a desire for self-expression, an inquisitive mind, and an appetite for challenges are deeply and fundamentally connected to human nature. Therefore, when designing a future UBI system, it will be important to treat people not merely as consumers but as agents who can participate in creation and exploration.

Additionally, the question of who owns and controls AI systems, robots, foundation models, and computing infrastructure is also a major issue. Even if a certain level of income is distributed to everyone, there may remain a power gap between those who control AI systems and robots and those who merely have access to them, in place of the income gap that currently exists in society.

All of the above-mentioned points for debate are relevant to the study of economics. How scarce resources should be allocated, how to guarantee people’s range of choices, and how to design ownership and controlling rights are problems central to economics. A fully automated society is not a near-future prediction. However, this extreme thought experiment serves as a useful guide for considering economic systems in the age of AI. Economics in the age of AI is not about discarding the intellectual legacy of economics, but about inheriting it and extending it toward a new society.

References

June 12, 2026

Countries and Deep Patternings: China

China’s High-Level Equilibrium Trap as a Concept

The Pattern of the Chinese Past
Mark Elvin
Paperback: 348 pages
Publisher: Stanford University Press; 1st edition (June 1, 1973)

The 1973 classic work in Sinology, Mark Elvin’s The Pattern of the Chinese Past gives the student an “exemplum” in the kind of scholarship that might be called “pattern-seeking.” Without such attempts, all of history becomes formless and shapeless and an endless parade of “routs and rallies,” and “crimes and follies and misfortunes” (in Edward Gibbon’s catchphrase).

Professor Elvin renders Chinese history through an economic perspective instead of using the common dynastic classification by attempting to answer three questions:

  1. What contributed to the continuity of the Chinese empire?
  2. Why was the Chinese economy the most advanced in the world from the Song dynasty (960-1279) up until the latter half of the Qing dynasty (mid-1800s)?
  3. Why did China fail to maintain her technological advantage after the mid-fourteenth century while advancing economically?

In the first section of the book, the author elucidates the staying power of the Chinese empire was due to the following factors. The economics of defense in relation to the size of empire and the power of its neighbors never became an extreme burden that it rendered the state impotent for any consecutively long period of time. It was always able to reformulate itself after a short disunity or rule by a foreign power of the whole, which only happened twice within a two thousand year period (Mongol and Manchu rule). Two other factors that contributed to the continuity of the Chinese state include a relatively isolated existence from the rest of the Eurasian landmass and the important placed on cultural unity, beginning with the first emperor’s destruction of local records in order to quell local loyalties (pp. 21-22). Both of these factors had been built up over time through a revolution in communication and transportation.

The second section of the book analyses the causes of the economic revolution that occurred between the 8th and 12th centuries and the technological growth that accompanied it. The transformation of agriculture, especially in the south, was the major impetus that fueled the economic growth of this period. This revolution in agriculture had four aspects.

  1. The preparation of soil became more effective as a result of improved or new tools and the extensive use of manure and lime as fertilizer.
  2. Seed improvements allowed for double cropping.
  3. Improvements in hydraulic techniques and irrigation networks.
  4. Specialization in crops other than basic food grains (p.118).

Improvements in transportation and communications were almost as important as agriculture in growing the economy. Water transport saw big gains and led to the golden age of geographic studies and cartography, with envoys traveling as far away as Africa. Money and credit matured during this time helping to expand the economy. Paper money made its first appearance in 1024. Improvements in science, medicine, and technology also occurred during this period. However, despite all these advancements, “this period was the climax and also the end of many preceding centuries of scientific and technical progress” (p. 179). Although the Chinese economy continued to advance from the 14th century on, albeit on a smaller scale, it was not accompanied by improvements in technology.

The last section deals with this phenomenon, describing the distinctive characteristics of this late traditional period (1300-1800), and then proceeding to point out why technological advancements did not keep pace with the growth in the economy. This period sees a rise of small market towns in the sixteenth century and a decline in contact with the non-Chinese world around the middle of the fifteenth century. Also, by the eighteenth century serfdom disappeared, aiding population growth, which had reached 400 million by the mid-1800s. Elvin interestingly points out that the highly sophisticated metaphysics that evaded Chinese intellectual thought during the Ming and Qing dynasties negated any deep scientific inquiry (p. 233). In the attempt to explain the lack of technological advancement, Elvin disputes a number of conventional explanations. Contrary to popular belief, there was enough capital during this period to finance simple technological advances, also there was minimal political obstacles to economic growth.

In short, Elvin believes “that in late traditional China economic forces developed in such a way as to make profitable invention more and more difficult. With falling surplus in agriculture, and so falling per capita income and per capita demand, with cheapening labor but increasingly expensive resources and capital, with farming and transport technologies so good that no simple improvements could be made, rational strategy for peasants and merchants alike tended in the direction not so much of labor-saving machinery as of economizing on resources and fixed capital. Huge but nearly static markets created no bottlenecks in the production system that might have prompted creativity” (p. 314). This condition is what he terms as a “high-level equilibrium trap.” The term “trap” to describe the condition of late imperial China’s technological advancement in relation to the economy is similar to Escape from Predicament, Thomas Metzger’s analysis of the “predicament” that confronted Chinese intellectual thought from the Song through to the end of the Qing dynasty. Both explanations have at their core the idea of late imperial China not being able to generate real sustainable progress internally, stating that it was the Chinese response to the Western threat in the mid to late 1800s that finally brought the needed change.

World-Watching: 21st International Economic Forum on Africa 2022

[From the Organisation for Economic Co-operation and Development (OECD)]

The Future Africa Wants: Better Policies for the Next Generation and a Sustainable Transition

Fast and brutal mutations in the global economy today are reshaping conditions for transforming African economies and creating better opportunities for its youth. Efforts to reduce the continent’s dependence on raw material exports, advance productive transformation and increase investment and domestic resource mobilization are being challenged.

Can innovative policies and international partnerships help address: 

Join OECD experts, African leaders and policy makers and shakers to discuss next steps for a more sustainable future.

The 21st edition of the AU–OECD International Economic Forum on Africa takes places in the framework of the OECD Ministerial Council Meeting (MCM), chaired by Italy under the theme “The Future We Want: Better Policies for the Next Generation and a Sustainable Transition.” The Forum is an opportunity for OECD members to engage at high level, yet informally, with Africa’s leaders, movers and shakers on the way forward.

Register to attend in person.

Can’t come to Paris? Join the Forum online, watch it on OECD TV, Twitter or Facebook