Home
/
RELIGION & LIBERTY ONLINE
/
The futility of artificial intelligence economics
The futility of artificial intelligence economics
Feb 25, 2026 4:39 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
The Heresy of Corporation Theology
What makes pany great? To find the answer, Jim Collins’s 21-person research team (at his management research firm) spent five years reading and coding 6,000 articles, generating more than 2,000 pages of interview transcripts, and creating 384 megabytes puter data. His research identified panies that met the criteria for transforming from a pany” to one that had achieved “greatness.” Collins wrote about panies in his book, Good to Great, which became a massive bestseller, selling over four million copies. But...
We Need More Honesty in GMO Debates
A new report out of the U.K. shows just how muddled discussion on genetically modified crops really is. Late last week the U.K. House of Commons Science and Technology Committee published: “Advanced genetic techniques for crop improvement: regulation, risk, and precaution.” Very broadly, this report set out to look at the “challenge of feeding a burgeoning global population, using few resources,” specifically the use of GMOs, as well as the “EU’s current regulatory regime for genetically modified organisms (GMOs).” The...
A Plea for Prosperity
At the prodding of my friend Victor Claar, here’s a plea based onthe significance of the Vulcan salute pioneered by Leonard Nimoy, who passed away today at the age of 83. Mr. Spock would wish someone farewell by saluting them and saying, “Live long and prosper.” Other Vulcans or those in the know might respond, “Peace and long life.” Things go in cycles, and we’ve been hearing a lot about “flourishing” lately. I’m a bit tired of it, frankly, and...
Assyrian Christians Under Attack: Who Are They?
In both Syria and Iraq, the Islamic State is literally hunting and killing Assyrian Christians. Just this week, dozens of these Christians in Syria were captured by the Islamic State; their fate remains unknown. Who are these people facing persecution? Michael Holtz, at The Christian Science Monitor, examines the long history of these Christians. Alternatively known as Syriac, Nestorian, or ChaldeanChristians, they trace their roots back more than 6,500 years to ancient Mesopotamia, predating the Abrahamic religions. For 1,800 years...
Video & Audio: Sirico on Fox News, Gregg on Relevant Radio
On Friday afternoon, Acton Institute President Rev. Robert A. Sirico joined Neil Cavuto on Fox News Channel to discuss the notable lack of outrage on the part of the media in response to the slaughter of Christians by terrorist organization ISIS. Yesterday, Acton’s Director of Research Samuel Gregg made an appearance on Relevant Radio’s The Drew Mariani Show to discuss Pope Francis’ ments calling money “the dung of the devil,” setting them in their proper context and discussing the ments...
Pope Francis, Oscar Romero And The Economy
Rev. Robert Sirico ponders the economic and theological links between Pope Francis and Oscar Romero today at RealClear Religion. Sirico says that these “two prominent churchmen of our era … expose the difference between a ‘preferential option for the poor’ and a preferential option for the state.” Both men have been linked heavily to Liberation Theology, but Sirico points out that this is a misguided understanding of the thoughts and works of both Pope Francis and Archbishop Romero. For whatever...
The Real Time-Bomb in Europe
Much attention has been given to Greece’s fiscal and political issues, but one European country may have even bigger problems: France. Writing in the American Spectator, Samuel Gregg discusses ‘Europe’s Real Time Bomb’ and how the challenges Greece faces are pared to France’s. It’s no exaggeration to say that France is facing one of its most systematic crises since the Fourth Republic’s collapse in 1958. This time, however, there’s no man of destiny—no Charles de Gaulle—waiting in the wings to...
Why Spock Matters
Leonard Nimoy, best known for his role as Spock in the Star Trek television series and movies, passed away last week. For many of us, it was a sad event. Nimoy had created a memorable character that is an enduring and endearing part of our pop culture lexicon. While my colleague Jordan Ballor took a look last week at Spock’s “live long and prosper” tagline, I’d like to refer to the more human side of Spock and the world of...
Women Of Liberty: The Grimke Sisters
March is Women’s History Month, and during this month the Acton PowerBlog will be highlighting a number of women who have helped advance the cause of liberty and a free and virtuous society. A month or so ago, I read Sue Monk Kidd’s The Invention of Wings, which is a fictionalized account (in part) of the lives of the Grimke sisters, Sarah and Angelina. When I realized it was based on two real-life women, it gave me the impetus to...
Defend the Rule of Law, Not Judicial Supremacy
One of the core principles of the Acton Institute is the importance of the rule of law: “The government’s primary responsibility is to promote mon good, that is, to maintain the rule of law, and to preserve basic duties and rights.” While most conservatives would agree with this sentiment, there has recently been a lot of confusion about what defending the rule of law requires and entails. The most troubling mistake is the confusion of the rule of law with...
Related Classification
Copyright 2023-2026 - www.mreligion.com All Rights Reserved