Home
/
RELIGION & LIBERTY ONLINE
/
The futility of artificial intelligence economics
The futility of artificial intelligence economics
Apr 23, 2026 1:42 PM

Salesforce, an American cloud-based pany, earlier this year announced an initiative to develop an artificial intelligence economist. Stephan Zheng, the lead research scientist at Salesforce Research, describes the moonshot goal of this project as to build a reinforcement learning framework that will mend economic policies that drive social es in the real world, such as improving sustainability, productivity, and equality.” One of the major requirements he outlines as necessary to achieve such a goal is to “challenge conventional economic thinking.” This initiative requires more than just a “challenge to conventional economic thinking” but a fundamental abandonment of economics as a science.

The science of economics is a social science. Its subject is human persons who are by nature acting persons. Acting persons are always economizing, constantly choosing among different possibilities to realize diverse goals with different degrees of success. The process of exchange produces information relevant to human action in the form of prices. It is for this reason that the German economist Wilhelm Röpke argues in his essay “The Place of Economics among the Sciences”:

Only a market economy makes it possible for economic science to go beyond those general and platitudinous truths and to discover relationships that have the objective definitiveness and validity which a market economy actually establishes by means of the mechanism of price. Only a market economy makes of economic science an analytical social science rather than a science which is merely a descriptive-understanding one having a logical structure like that of historiography.

Beyond simple axioms and truisms such as “incentives matter”:

The particular intellectual effort required of us economists consists in recognizing that economic science deals essentially not with constants but with functions, with relations, with interdependent forces. The logic peculiar to economic science is the logic of relationships.

plex web of human relationships cannot be reduced to lines of code – even code which can learn – as they are not abstract static phenomena but emergent phenomena within the real world:

As Alfred Marshall once observed, all simple statements in economics are erroneous. But when we modify them and make them conform to pertinent relationships, we soon arrive at a point where the process gets out of control and where it would be possible to reason out economic justification for any abuse that assumes the name of economic policy.

The efforts of Salesforce, while mistaken and ultimately futile, are not without analogues in the dead ends of economic history. Röpke observed with dismay the tendency to regard the whole economic process as something objective and mechanical:

Hence purely mathematical and statistical methods, it seems, can be applied and the whole economic process can therefore be quantitatively determined and even pre-determined. Under those circumstances an economic system readily takes on the appearance of a sort of huge waterworks, and the science which treats of that economic system quite logically assumes the appearance of a kind of engineering science, which teems with equations in ever-increasing profusion. And so oblivion threatens to engulf what, as I see it, is the actual fruit of a century and a half of intellectual effort in the field of economics, namely, the doctrine of the movement of individual prices.

The greatest achievement of economics, price theory, explains how order, cooperation, and coordination can emerge in the real world of risk and uncertainty. In his final book, The Fatal Conciet: The Errors of Socialism, the late Nobel Laureate Friedrich von Hayek elegantly explains how the market process of the emergence of prices generates more real-world information than even the most sophisticated natural or artificial intelligence:

The curious task of economics is to demonstrate to men how little they really know about what they imagine they can design.To the naive mind that can conceive of order only as the product of deliberate arrangement, it may seem absurd that plex conditions order, and adaptation to the unknown, can be achieved more effectively by decentralizing decisions and that a division of authority will actually extend the possibility of overall order.Yet that decentralization actually leads to more information being taken into account.

Almost two millennia ago, Jesus of Nazareth posed the provocative question: “Suppose one of you wants to build a tower. Won’t you first sit down and estimate the cost to see if you have enough money plete it?” (Luke 14:28). The mainline tradition in economics, from Adam Smith to Vernon Smith, sees this as a necessary and perennial question which we all must answer. In so doing, we each contribute not only to the realization of our own ends, but we also provide information which aids our neighbor in carrying out his or her duties. Our choices are our own to make not only as a personal right but as a social responsibility. The outsourcing of that right and responsibility to any other intelligence, natural or artificial, cannot lead to true human flourishing.

domain.)

Comments
Welcome to mreligion comments! Please keep conversations courteous and on-topic. To fosterproductive and respectful conversations, you may see comments from our Community Managers.
Sign up to post
Sort by
Show More Comments
RELIGION & LIBERTY ONLINE
Foreign aid fraud concerns ‘valid,’ says UK chief
The man who oversees the UK’s foreign aid budget says that public concerns about fraud, abuse, and futility associated with international development programs are “valid.” And he plans to fight those perceptions by launching an evangelistic campaign on behalf of the government. Matthew Rycroft, permanent secretary for the Department for International Development (DfID), told a civil service website that foreign aid skeptics raise two chief objections: Either they believe that “the problems are too big” to fix or that “the...
How you can listen to Radio Free Acton
Radio Free Acton, the official podcast of the Acton Institute, has gone through a lot of change in the past year. Now featuring more segments, varied guests and an expanded presence on over twelve podcast apps, Radio Free Acton is easier to listen to than ever before. So how can you make sure you never miss another episode? For many people, especially younger listeners, accessing a podcast may seem obvious. But did you know that48 percentof people still don’t know...
Why we need virtue education
“The wider culture needs virtue education, because a free society relies on certain bedrock moral principles being inculcated and incarnated,” says Josh Herring in this week’s Acton Commentary. We need business men, doctors, lawyers, plumbers, electricians, and grocers who act with the honesty which allows the free market to thrive. Virtue, character, ethics – these things matter profoundly, and it is one of the tasks of education to transfer the system of values from one generation to the next. And...
Peter Heslam on wealth creation among the global poor
Throughout our debates about global poverty and economic inequality, critics of capitalism routinely raise the point that half of the world’s population live on less than $2 per day, while wealth among the other half continues to “concentrate.” The underlying assumption is clear: For so many to be making so little, someone (somewhere) must surely be takingmuch. Yet given that such a statistic actually represents a high-water mark in human historyfor all people — rich and poor alike — we’d...
Radio Free Acton: Interview with a Venezuelan dissident; Jared Meyer on the sharing economy
In this episode of Radio Free Acton, Noah Gould, summer intern at Acton, interviews Javier Avila, a Venezuelan dissident who speaks of both the bleak and hopeful future he sees for the resistance against tyrannical government in Venezuela. Then, another Acton summer intern, Jenna Suchyta, talks to Jared Meyer, senior fellow at the Foundation for Government Accountability, about the sharing economy. Check out these additional resources on this week’s podcast topics: Read “Venezuela: Latin America’s socialist nightmare” by Noah Gould...
Why we borrow and save money
Note: This is post #87 in a weekly video series on basic economics. Why do people borrow and save? How does it affect how we live our lives? And what affects the desire to borrow and save? In this video by Marginal Revolution University, Alex Tabarrok explains the lifecycle theory of savings and how the supply and demand for loanable funds affects our decision to e either borrowers or savers. (If you find the pace of the videos too slow,...
‘If anyone was ever a socialist it was Jesus’: Democratic Socialists of America leader
Last week, Kelley Rose told the national media why she helped found a chapter of the Democratic Socialists of America: Jesus made her do it. Fittingly, she told her story at taxpayer expense. ments came as part of a glowing profile of the DSA that National Public Radio posted on July 26 mistitled, “What You Need to Know About the Democratic Socialists of America.” Rose, a 36-year-oldwho co-founded the DSA’s North Central West Virginia chapter, told NPR: “I might be...
When it comes to plastic straw bans, won’t somebody please think of the children?
Twenty years ago on The Simpsons, Helen Lovejoy gave us one of the most ubiquitous rallying cries in politics: Homer: Mr. Mayor, I hate to break it to you, but this town is infested by bears. Lovejoy: Think of the children! [The mayor sets up a Bear Patrol, which costs tax money. One week later, the citizens have a plaint.] Homer: Down with taxes! Down with taxes! Lovejoy: Won’t somebody please think of the children? The attempt to gain support...
C.S. Lewis on why we have cause to be uneasy
If, like me, you spend a lot of time online—especially on social media—or watching the news you probably have a constant, low-level sense of anxiety. Always focusing on the problems in the world can cause us to feel a perpetual sense of unease. But while we may try to blame this feeling on the state of the world, deep down we know there must be something more to it. We have a sense that something is truly wrong, as if...
Whether welfare recipients should work is a question of values
Should people who receive welfare benefits from the government be required to work? There are at least two ways to consider that question. The first is from the perspective of technical economics. Do work requirements lead to higher rates of employment for welfare beneficiaries? Does a lack of such requirements discourage work? The second is a matter of moral philosophy. Michael R. Strain argues that it’s the latter approach that should be our starting point when considering welfare policy: Whom...
Related Classification
Copyright 2023-2026 - www.mreligion.com All Rights Reserved