Home
/
RELIGION & LIBERTY ONLINE
/
The futility of artificial intelligence economics
The futility of artificial intelligence economics
Mar 13, 2026 7:45 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
Haitian Government: ‘Give us our fair share.’
The AP reports that of the roughly $379 million spent by the US government on relief efforts in Haiti, less than 1% has been in the form of direct government to government aid. This has plaints from the Haitian president, Rene Preval, who says his government isn’t getting its fair share. According to the report, Preval spoke at a news conference plained, “There’s a perception of corruption, but I would like to tell the Haitian people that the Haitian government...
Lithuanian Priest and Free Market Advocate to Receive Acton Institute’s 2010 Novak Award
Lithuanian scholar and Roman Catholic priest, Fr. Kęstutis Kevalas, is the winner of the Acton Institute’s 2010 Novak Award. During the past nine years, Fr. Kęstutis Kevalas has initiated a new debate in Lithuania, introducing the topic of free market economics to religious believers, and presenting a new set of hitherto unknown questions to economists. Fr. Kevalas is a respected figure and well known expert on Christian social ethics, the free market, and human dignity to the people of his...
Obama to Small Businesses: I’m from the government, and I’m here to help.
In last night’s State of the Union address, President mented that “even though banks on Wall Street are lending again, they’re mostly lending to panies. Financing remains difficult for small-business owners across the country, even though they’re making a profit.” He then offered some of our tax dollars to help: “So tonight, I’m proposing that we take $30 billion of the money Wall Street banks have repaid and use it to munity banks give small businesses the credit they need...
Review: Thomas Sowell’s Field Guide to Intellectuals
“Intellectuals and Society,” by Thomas Sowell, (2009) Basic Books, New York, 398 pp. Arguments about ideas are the bread and butter of the academic, journalism and think tank worlds. That is as it should be. Honest intellectual debate benefits any society where its practice is allowed. The key element is honesty. Today, someone is always looking to take out the fastest gun, and in the battles over the hearts and minds of the public many weapons are brought to bear....
On Life Support
Revive is a monly associated with the efforts that paramedics and other medical personnel make when someone has stopped breathing. Whether that’s due to slipping beneath the pond ice or being pulled under by a nasty California rip tide, the consequences of inaction will be fatal. So it’s an appropriate word for Hillsdale College to use in titling their townhall last Saturday – “Reviving The Constitution” – that was broadcast online from the Michigan college’s Washington D.C. annex, The Kirby...
A Reminder
Children are not the property of the state: A Christian family from Germany have been granted political asylum in the US after facing the threat of prison for home schooling their children. Uwe and Hannelore Romeike, who are evangelical Christians, were forced to flee Germany as they wished to educate their five children at home. Home schooling is still illegal in Germany under laws introduced during the Nazi era. The German law means that parents who choose to home school...
Ralph McInerny, Renaissance Man
Ralph McInernyThe Church and the world has lost an immense soul in the passing into eternity yesterday of Dr. Ralph McInerny, long time professor of philosophy at Notre Dame University. He was the modern epitome of the Renaissance Man: a towering intellectual, a Latinist, raconteur sublime, a writer of doggerel, a mystery writer (the Father Dowling series) and the list could go on. Of all this, I suspect the role in which he took most pride was in being a...
Zimbabwe’s Entrepreneurs
Business Weekly, a production of BBC World Service, had an informative feature on Toby Sheta, a Zimbabwean mobile phone trader, who provided insights into the courage and tenacity required of entrepreneurs under Mugabe’s brutal dictatorship (you can download the original Business Daily story in MP3 format here). During the worst times of the Mugabe regime, Sheta would illegally buy and sell fuel coupons, a profitable enterprise because of the chaos of governmental interference in international trade and domestic fuel markets....
New Book: Echeverria on Real Ecumenism
Occasional Acton Institute collaborator and theologian Eduardo Echeverria has a new book out: “Dialogue of Love”: Confessions of an Evangelical Catholic Ecumenist. I haven’t gotten my hands on a copy yet, but the buzz—from some pretty respectable folks—is good. To wit, Francis Beckwith of Baylor University: This is an amazing book. Professor Echeverria, artfully and persuasively, shows how the Catholic and Reformed traditions can better understand, as well as learn from, each other. This book is a model on how...
Will America Help the Persecuted Copts of Egypt?
Protection and justice for the Egyptian munity is an issue that is very close to my heart. That is a major reason that this week’s mentary highlights the grave difficulty of their situation. The inspiring news is that the international munity has united to peacefully magnify their outrage of the violent shooting that took place on January 6; the date Coptic Christians celebrate Christmas Eve. I’d like to point out to our Powerblog readers one especially moving video by John...
Related Classification
Copyright 2023-2026 - www.mreligion.com All Rights Reserved