Home
/
RELIGION & LIBERTY ONLINE
/
The futility of artificial intelligence economics
The futility of artificial intelligence economics
Jun 17, 2026 2:51 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
Is it wrong to earn a profit?
“The ability to earn a profit thus results in multiplying our resources while helping other people,” says Wayne Grudem. “It is a wonderful ability that God gave us, and it is not evil or morally neutral, but is fundamentally good.” Some people will object that earning a profit is “exploiting” other people. Why should I charge you $2 for a loaf of bread if it only cost me $1 to produce? One reason is that you are paying not only...
Radio Free Acton: The Global Vatican, Part 1
On this week’s edition of Radio Free Acton, Michael Matheson Miller speaks with Ambassador Francis Rooney, who served as U.S. Ambassador to the Holy See from 2005 to 2008 under President George W. Bush. Rooney has a new book out on the Vatican’s role in the world entitledThe Global Vatican.Miller and Rooney discuss the role of Ambassador, what it’s like to meet the Pope, and focus for a time on Pope Benedict’s Regensburg Address, and the political and diplomatic consequences...
Why Christians Should Listen to Mike Rowe on (Not) ‘Following Your Passion’
Television personality and former Dirty Jobs host Mike Rowehas e somewhat notorious for penning pointed responses to fans and critics on Facebook, offering routine challenges to prevailingattitudes aboutwork, calling, and vocation. In his most recent rant,Rowestays true to form, explainingto a man named “Stephen” why popularvocational directives such as“follow your passion!”make for such terrible advice: Like all bad advice, “Follow Your Passion” is routinely dispensed as though it’s wisdom were both incontrovertible and equally applicable to all. It’s not. Just...
Exile Supply Pack: Expand Your FLOW Experience
The Acton Institute’s new film series, For the Life of the World: Letters to the Exiles, was released earlier this year, andin the months since, has garnered heaps of praisefrom a variety of corners, most recently in Christianity Today, where Andy Crouch described it as “Christian popular culture that embodies theological and spiritual maturity—and childlike humility.” Now, in addition to the DVD and bo pack (which is on sale for only $35), you can expand your FLOW experience with a...
Why is Marie Claire Celebrating Child Soldiers?
Image source: Marie ClaireMarie Claire’s latest feature on inspirational women is misleading. The article by Elizabeth Griffin is titled “These Remarkable Women Are Fighting ISIS. It’s Time You Know Who They Are” — and the women profiled are indeed remarkable. Even if, like me, you generally oppose women serving bat roles, you have to admire their courage in fighting the evil that is ISIS. But what is misleading it the claim that they are women. Of the 13 females in...
Anthony Bradley on Policy and Personalism
“What if we thought about our politics and economics from the person up?” asked Dr. Anthony Bradley in a recent lecture at the Carl F. H. Henry Center for Theological Understanding. According to Bradley, an associate professor of theology at The King’s College and research fellow of the Acton Institute, conservative Christians continue to isolate themselves because they are allegedly the only ones to “get the gospel right”, while progressives isolate themselves because they are allegedly the only ones who...
Catholic Group Launches Health Care Sharing Ministry
Throughout the history of the church, Christians have been actively involved in the provision and funding of health and medical resources. But for the past 50 years, these functions have been treated as political problems reserved for the state rather than matters to be addressed by the church. Some Christians, though, are beginning to reassert this biblically mandated role by participating in health care sharing ministries (HCSM). HCSMs are not panies, but nonprofit religious organizations that help members pay for...
Is G. K. Chesterton Still Relevant? Why, Yes
Gilbert Keith Chesterton (1874-1936) is considered by many to be one of the most brilliant thinkers of the 20th century. But you’d be hard-pressed to find him discussed in any public high school (or even most colleges or universities, for that matter.) A prolific writer (he penned everything from a popular mystery series to epic ballads), he thought himself mainly a journalist. While he never attended college, his knowledge had both depth and breadth: Chesterton was equally at ease with...
PovertyCure’ and ‘Call of the Entrepreneur’ Screened to Central and Eastern Europeans
Rome Office director Kishore Jayabalan presents PoveryCure at the Sorrento “Liberty Camp” On October 8-9, the director of Acton’s Rome office, Kishore Jayabalan, and its operations manager, Michael Severance, traveled to southern Italy to present PovertyCure and The Call of the Entrepreneur, the original and latest of the Institute’s popular educational DVD films. About thirty university students and young business professionals gathered near the resort town of Sorrento to attend a week-long “Liberty Camp”, organized by Glenn Cripe of the...
The Beauty of Oyster Farming
The oyster population in the Chesapeake Bay has severely dwindled, amounting toless than 1% of historic levels, according to the NOAA. In turn, from a consumer’s perspective, Virginia oysters have been increasingly replaced by other varieties from around the globe. Yet if Rappahannock Oyster Co. has anything to say about it, the Bay oyster will once again reign supreme. Their mission?“To put the Chesapeake Bay oyster back on the map” and give consumers achance to once again enjoy “what is...
Related Classification
Copyright 2023-2026 - www.mreligion.com All Rights Reserved