Home
/
RELIGION & LIBERTY ONLINE
/
The futility of artificial intelligence economics
The futility of artificial intelligence economics
Apr 19, 2026 3:20 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
Rand Paul Knows What We Know: Power Corrupts
After nearly 13 hours of speaking in an attempt to stall the confirmation of CIA Director nominee John Brennan, Sen. Rand Paul ended his filibuster. The filibuster is a grandiose method of legislative stalling, requiring the speaker to hold the floor, talking the entire time and not sitting down. In essence, one tries to talk a bill to death. The most famous fictitious depiction of the filibuster is probably is Frank Capra’s Mr. Smith Goes To Washington. Paul Rand, as...
Orthodoxy and Natural Law: A Reappraisal
At Ethika Politika today, I examine the recent critique by David Bentley Hart in the most recent issue ofFirst Things of the use of natural law in public discourse in my article, “Natural Law, Public Policy, and the Uncanny Voice of Conscience.” Ultimately, I offer a measured critique—somewhat agreeing with, but mostly critical of Hart’s position—pointing out Hart’s oversight of the vital role of conscience in classic natural law theory. What I find so bizarre, and have for some time...
Welfare Spending Equals $47,000 and a Ford Fiesta Per Family
When es to proving support for those in poverty, a significant number of economists, politicians, and pundits support direct transfer of money—just giving the poor cash. There are many moral and practical reasons I think that option is a suboptimal means of aiding the poorest of our neighbors. But it does have one substantial benefit: It’d be much cheaper and efficient than current welfare programs. As Daniel Halper at The Weekly Standard points out, the Senate Budget Committee finds that...
Integrating Faith, Work, and Economics by the Power of the Holy Spirit
Over at the IFWE blog, Art Lindsley continues his series on the gifts of the Spirit, offering seven reasons the gifts of the Holy Spirit matter for our work. “Whether working in creation or regeneration, the Spirit constantly empowers us to carry out the callings God places on our lives,” Lindsley writes. Providing some brief Biblical basis for each, he offers the following reasons: The Spirit gives us power.We shouldn’t separate “natural” and “spiritual” gifts.The Spirit helps us reach our...
Jayabalan: Possibility of a Non European Pope
Update: Video Interview with Kishore from Rome. Cardinal Malcolm Ranjith As the world awaits the beginning of the conclave, many are looking at non European Cardinals as potentials for the next pope. Channel News Asia points out that “68 per cent of the world’s Catholics currently from Latin America, Africa and Asia, there are increased calls for the next pope to be a non-European.” They asked Kishore Jayabalan, director of Acton’s Rome Office, to offer his thoughts on non Europeans...
International Women’s Day: Please Stop “Helping” Us So Much
International Women’s Day has been celebrated on March 8 since 1911, when Clara Zetkin, a member of the Social Democratic Party in Germany, proposed the yearly event that has its roots in women’s suffrage. It is good to remember that women have not always enjoyed the right to vote, the right to work in a safe environment and to earn a fair wage. Indeed, many women around the world still do not enjoy such basic rights. However, the website promoting...
Audio Roundup: Acton Vatican Experts on the Conclave
Acton president and co-founder, Rev. Robert Sirico, and Director of Research, Samuel Gregg, are currently in Rome for the ing papal conclave. Here’s a roundup of their observations, including thoughts on the legacy of Pope emeritus Benedict XVI. Rev. Sirico was recently on the Laura Ingraham show discussing Benedict XVI’s resignation and legacy with guest host, Raymond Arroyo. Rev. Sirico pointed out that in some ways this is an “era of firsts,” once a new pope is elected, there will...
Audio: Discussing ‘Becoming Europe’ on African-American Conservatives
Samuel Gregg recently spoke with Marie Stroughter from African-American Conservatives. They discuss Gregg’s new book, ing Europe: Economic Decline, Culture, and How America Can Avoid a European Future. Stroughter asked Gregg about the dichotomy between “cuddle capitalism” (the European social model) and a dynamic market economy. Gregg says that Americans are more and more choosing a ‘Europeanized’ economy favoring security over economic liberty. Listen to the full audio here: [Audio: You can purchase the hardcover or eBook version of ing...
Creating a Culture That Lasts: Matthew Lee Anderson on ‘Radical Christianity’
I recently expressed my reservations about David Platt’s approach to “radical Christianity,” noting that, outside of embracing certain Biblical constraints (e.g. tithing), we should be wary of cramming God’s will into our own cookie-cutter molds for how wealth should be carved up and divvied out. In this month’s cover story inChristianity Today, my good friend Matthew Lee Anderson of Mere Orthodoxy does a nice job of summarizing some additional issues surrounding the broader array of “radical Christianity” books and movements....
Ralph Baer and the Art of Innovation
In the video below, Ralph Baer, the “father of video games,” explains why he still invents at 90 years old. “What do you expect me to do?” he asks. He likens invention to the work of a painter. Would someone ask why a painter doesn’t retire? It’s what they love to do! Indeed, it is a calling. In The Entrepreneurial Vocation, Fr. Robert Sirico writes, Entrepreneurs, as agents of change, encourage the economy to adjust to population increases, resource shifts,...
Related Classification
Copyright 2023-2026 - www.mreligion.com All Rights Reserved