Home
/
RELIGION & LIBERTY ONLINE
/
The futility of artificial intelligence economics
The futility of artificial intelligence economics
Feb 19, 2026 2:30 AM

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
Ray Nothstine Joins Acton Institute
With a background in ministry and journalism (complementary vocations?), Ray Nothstine joins the Acton Institute this week as Associate Editor. He will be working on Acton’s Religion & Liberty (new issue just out) and shepherding the monthly Acton Notes publication. And, of course, weighing in on the PowerBlog. Ray Nothstine (pronounced NOTE-stine) holds a B.A. in Political Science from the University of Mississippi and a Master of Divinity degree from Asbury Theological Seminary, which he received in 2005. He gained...
Incarceration and Immigration
Here’s a new NBER working paper, “Why are Immigrants’ Incarceration Rates so Low? Evidence on Selective Immigration, Deterrence, and Deportation,” by Kristin F. Butcher and Anne Morrison Piehl. Here’s the abstract: The perception that immigration adversely affects crime rates led to legislation in the 1990s that particularly increased punishment of criminal aliens. In fact, immigrants have much lower institutionalization (incarceration) rates than the native born – on the order of one-fifth the rate of natives. More recently arrived immigrants have...
Clement of Alexandria, Who Is the Rich Man that Shall be Saved?
Readings in Social Ethics: Clement of Alexandria, Who Is the Rich Man that Shall be Saved? The soteriological status of the rich: “So also let not the man that has been invested with worldly wealth proclaim himself excluded at the outset from the Saviour’s lists, provided he is a believer and one who contemplates the greatness of God’s philanthropy; nor let him, on the other hand, expect to grasp the crowns of immortality without struggle and effort, continuing untrained, and...
Kozol Misguided In the NY Times About Public School Segregation–Minority Schools Are Not Problem
Children in a summer program in the Atlanta Public School System. Jonathan Kozol misses the point again in his op-ed in today’s New York Times. Last month’s Supreme Court decision is not a dismantling of Brown vs. Board of Education but a continuation of it. It continues in the spirit of Martin Luther King that children will not be educated according to race. One wonders if Kozol, and others, actually like racial minorities. What’s so wrong with predominantly minority schools...
Religion, Race, and Hierarchy
I ran across this review essay by J. Daniel Hammond responding to S.J. Peart and D. Levy’s The Vanity of the Philosopher: From Equality to Hierarchy in Postclassical Economics over at SSRN, “In the Shadows of Vanity: Religion and the Debate Over Hierarchy.” In Hammond’s words, he wants to fill in a gap in Peart’s and Levy’s account: “The purpose of this paper is to make a start at casting light on the role of religion in the debate over...
Africans to Bono: “Stop!”
Here’s a great story by Jennifer Brea touching on a lot of favorite Acton topics. Brea observes that many Africans are getting wise to the fact that Western direct aid may be hurting more than helping their continent. We’ve long decried government-to-government aid and advocated expanded trade instead. More pointed is the article’s indictment of private charitable aid as well. Brea concedes the positive dimensions of such charity, but argues convincingly that Africans’ welfare really lies in the hands of...
A Not-So-Compelling Argument
This is a pelling argument that “information should be free.” Logos Research Systems Inc., which produces Libronix biblical and theological research software, was vandalized this past weekend by “a man throwing Froot Loops cereal and pieces of paper out of an apartment window in the shipping department building Saturday morning.” The Bellingham Herald reported that he “told officers he felt pany was charging him money for Bibles when he could get them for free.” ...
Illegal Immigration and the Church: Philanthropic Lawlessness
Some Christian churches are joining the New Sanctuary Movement, an organization that vows to “protect immigrants against unjust deportation.” But what about the laws of the land? Brooke Levitske looks at the highly charged immigration issue and concludes that “the New Sanctuary Movement’s lawbreaking solution is neither a prudent civic response nor a necessary act passion.” Read mentary here. ...
Cheerful Giving
Each man should give what he has decided in his heart to give, not reluctantly or pulsion, for God loves a cheerful giver. (2 Corinthians 9:7) Genuine giving can be a very hard thing to do, especially when talking about money and finances. The Gospels make this abundantly clear with the story of the rich young ruler. I remember attending a church where the tithes were brought forward to the altar and being tempted e carrying an empty envelope on...
Rev. Sirico column: ‘Free trade advances liberty, equality’
In today’s Detroit News, Rev. Robert A. Sirico discusses free trade and the conditions it creates for peaceful and flourishing societies. Every few years, a new round of trade negotiations hits the news, and the same debate takes place on the merits of free trade. But this time around, as we discuss a new round of trade relaxations between the U.S. and Latin America, there is an added element. The religious left has entered to argue against free trade on...
Related Classification
Copyright 2023-2026 - www.mreligion.com All Rights Reserved