Home
/
RELIGION & LIBERTY ONLINE
/
The futility of artificial intelligence economics
The futility of artificial intelligence economics
Apr 6, 2026 1:49 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
Audio: More on ‘Defending the Free Market’
Acton President Rev. Robert A. Sirico continues to promote Defending the Free Market: The Moral Case for a Free Economy on radio and television across the country; today’s roundup of media includes two radio interviews on west coast radio stations, starting with host Brian Sussman on the KSFO Morning Show in San Francisco, California: [audio: Next came a trip up the coast to Medford, Oregon and the Bill Meyer Show on KMED: [audio: Keep checking back for more clips here...
Rev. Robert Sirico and Jordan Ballor on The RJ Moeller Show
RJ Moeller of “Values and Capitalism,” an American Enterprise Institute initiative, recently hosted two Acton Institute staffers on his podcast, The RJ Moeller Show. First, president and co-founder kicks off the segment with a self-introduction and a discussion of his new book Defending the Free Market: The Moral Case for a Free Economy. Later, Acton Research Fellow Jordan Ballor closes out the segment with a testimony to his own work and that of the Acton Institute. The segment can be...
What is ‘Meaningful Work’?
Telling young people that some jobs are menial, says Thomas Sowell, is a huge disservice to them and to society: It was painful, for example, to see an internationally renowned scholar say that what e young people needed was “meaningful work.” But this is a mon among educated elites, regardless of how counterproductive its consequences may be for society at large, and for e youngsters especially. What is “meaningful work”? The underlying notion seems to be that it is work...
Updated: Sirico Promotes ‘Defending the Free Market’ on Cavuto, Kresta, Hewitt
Acton President Rev. Robert A. Sirico continues to promote Defending the Free Market: The Moral Case for a Free Economy on radio and television across the country. Yesterday, Father Robert spent a full broadcast hour with Al Kresta on Ave Maria Radio’s Kresta in the Afternoon: [audio: And if you missed it, here’s Father Robert’s appearance from yesterday on Your World With Neil Cavuto on the Fox News Channel: UPDATE: Here’s the audio from Father Robert’s interview last night on...
Rev. Sirico: There is no ‘social justice’ without economic freedom
On , Rev. Robert A. Sirico looks at the recent anti-capitalism, anti-NATO protests in Chicago: In countless debates and conversations with modern proponents of social justice, I have noticed that they are less interested in justice than in material equality. They borrow the language of justice and mon good but have either forgotten or rejected the classical meanings of those terms. In the classical tradition of reflection on justice (especially seen in Aristotle, St. Thomas Aquinas, and their intellectual descendants)...
Does God Always Side With the Poor and Oppose the Rich?
Does God side with the poor and oppose the rich? Glenn Sunshine looks at what the Bible says about the issue: So why are the poor described as blessed? The issue isn’t poverty per se, but rather the attitude of humility and reliance on God that it can produce in us, which is why Matthew’s version of the beatitude isn’t just “Blessed are the poor,” but “Blessed are the poor in spirit.” Reliance on personal wealth or government help (Ps....
Commentary: The Power of Market-Driven Diversity
In this week’s Acton Commentary (published May 30), Anthony Bradley argues that racial discrimination is no match for the power petition: panies were free to discriminate against blacks it was not in their economic interests to do so because, at the end of the day, pany’s favorite color is green.”The full text of his essay follows. Subscribe to the free, weekly Acton News & Commentary and other publicationshere. The Power of Market-Driven Diversity byAnthony B. Bradley The story of Chicago-based...
Os Guinness on Separation of Powers
I recently finished the advanced copy of Os Guinness’s A Free People’s Suicide: Sustainable Freedom and the American Future. I posted a previous excerpt on the topic of virtue in a free republic a couple of weeks ago. In recent writing and speaking about President Calvin Coolidge, it is encouraging to study a leader who saw himself as a civic educator rather than an imperial president. We need a cultural change before we can ever expect reasonable change in the...
Sandel’s Flawed Philosophy
Rev. Sirico’s new book is not the only recent entry on the topic of markets and morality (though paring reviews, it may be the best). Harvard political philosopher Michael Sandel also examines the subject in What Money Can’t Buy. Unlike his wildly overpraised Justice, though, Sandel’s latest work is getting mixed reviews—even from those who you’d expect to sing his praises. For instance, Rowan Williams, Archbishop of Canterbury, seems to believe that Sandel missed an opportunity to provide a stronger...
Rev. Robert Sirico scheduled to appear on ‘Your World with Neil Cavuto’ today
Acton Institute president and co-founder Rev. Robert Sirico is slated to appear on Fox News’ “Your World with Neil Cavuto” today at 4:30 p.m. (EST). Be sure to tune in for Rev. Sirico’s perspective on his recently published book, Defending the Free Market: The Moral Case for a Free Economy, and other relevant happenings of the day. ...
Related Classification
Copyright 2023-2026 - www.mreligion.com All Rights Reserved