Home
/
RELIGION & LIBERTY ONLINE
/
The futility of artificial intelligence economics
The futility of artificial intelligence economics
Apr 1, 2026 7:27 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
Does the equilibrium model work in the real world?
Note: This is the seventhpost in a weekly video series on basic microeconomics. In previous videos in this series from Marginal Revolution University we learned how prices reach equilibrium and how the market works like an invisible hand coordinating economic activity. In the next couple of videos you’ll see why the equilibrium price (he market price where the quantity of goods supplied is equal to the quantity of goods demanded) is the only stable price and whether this model works...
Why Doug (like other low-income Americans) doesn’t trust authority
This weekend Saturday Night Live had a sketch that set the Internet abuzz and had Slate asking whetherthe skit was the “most astute analysis of american politics in 2016.” The setup was “Black Jeopardy!”,a recurring bit on SNL that normally pits two lower-class black contestants against a wealthier and/or well-educated white contestant who is clueless about African-American perspectives on race and culture. Thistime, though,the white guy is a working-class (presumed)Trump supporter named Doug(played by Tom Hanks)—who isn’t as out of...
‘The world has never been less bad’
A new interactive tool shows that men, women, and families from around the world have a lot more similarities than differences. With the U.S. presidential election, confusion over Brexit, and seemingly crumbling international relationships, 2016 feels like it’s been months and months of anger, resentment, and disharmony. Americans—and non-Americans too—are feeling like we have nothing mon with anyone anymore. It’s worth taking a moment to look at the data and realize that just isn’t true. Gapminder recently launched a new...
Samuel Gregg: The ‘phony war’ between Catholics and libertarians
“Supporting markets as the economic arrangements most likely to help promote human flourishing doesn’t necessarily mean you accept libertarian philosophical premises” says Acton Institute Director of Research Samuel Gregg in an essaypublished today at Public Discourse. es in response to “Koch Brothers Latest Target: Pope Francis,”an Oct. 14article written by John Gehring at the American Prospect that claims the Acton Institute is part of a larger network of organizations behind “a decidedly different message than Pope Francis does when es...
Trump and Clinton are wrong: free trade helps the poor
Imagine if Donald Trump made a campaign promise that he would lower the pay of every American, but would ensure that the poorest 10 percent have their pay lowered the most. Would you vote for him then? Or imagine if Hillary Clinton said she would increase inflation substantially to make the economy more “fair” for everyone. Would she win your support? Neither candidate has made such a claim—at least not directly. TheAmerican people would immediate reject such harmful economic policies,and...
Why coffee tasting matters to God
Does the work of a coffee buyer have an impact that stretches on into eternity? Does coffee tasting matter to God? In a new video from Chapel Hill Bible Church, coffee taster and buyer Jeff McArthur shares how he came to see the deeper meaning of his work, both in the day-to-day trades and exchanges with his customers munity and in the relational ripple effects that reach on into the broader economic order. “I feel like sometimes God has us...
In defense of sweatshops (and proximate justice)
A recent study of Ethiopian workers released last week by the US National Bureau of Economics Research found “sweatshops” were unpleasant, risky, and paid even less than self-employment in the informal sector. But, the researchers also found, countries were still better off than not having those jobs at all. AsMichael J. Coren of Quartz writes, By encouraging mass hiring in the economy, even low-wage factories could lift everyone’s wages. Fewer desperate peting for jobs meant employers must pay more for...
Radio Free Acton: Benjamin Domenech On The Roots And Rise Of American Populism
On this edition of Radio Free Acton, Jordan Ballor – Acton Research Fellow, Director of Publishing, and Executive Editor of the Journal of Markets and Morality – talks with Benjamin Domenech, publisher of The Federalist, about the current populist moment in American politics, the roots of American populism, and what the possible es of the current populist uprising may be for the United States. For more from Ben Domenech, be sure to check out The Federalist Radio Hour, and subscribe...
The case for faith and a free market
“In modern times, more and more Americans have unwittingly relinquished their freedoms and self-determination to career politicians,” says Daniel Garza, president and chairman of The LIBRE Institute. “Millions have ceded their fate to a raft of government programs and entitlements administered by a powerful central government.” Fighting poverty through work, generated by a free market economic system, is essential to sustain a free society. Ours is the only system the world has ever known that so effectively improves the human...
Is it possible for the church to be apolitical?
Weary and wary from the Religious Right’s checkered history of unhealthy political alliances, many pastors and churches have opted for disengagement altogether. Or the illusion of disengagement, that is. As Andrew Walker reminds us, “It is impossible for churches to be apolitical because Jesus is a King. He isn’t a pious emblem to tuck away into our hearts with no earthly effect.” The Gospel we preach is inherently political. Indeed, as Walker continues,“Jesus is Lord” is “the most political statement...
Related Classification
Copyright 2023-2026 - www.mreligion.com All Rights Reserved