Home
/
RELIGION & LIBERTY ONLINE
/
The futility of artificial intelligence economics
The futility of artificial intelligence economics
Dec 1, 2025 5:41 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
‘Disturbing ideas’ of the Progressive Movement
In a new article at the Public Discourse, Acton’s director of research Samuel Gregg, reviews Thomas C. Leonard’s new book,Illiberal Reformers: Race, Eugenics, & American Economics in the Progressive Era. Leonard’s latest “details the progressive movement’s reliance on eugenics and race science as well as its effort to exclude the disabled, blacks, immigrants, the poor, and women from full participation in American society.” Gregg starts his article by noting both the positive and negative events that took place in the...
Lessons from India’s ‘private city’
Given the acceleration of urbanization around the world, many are wondering how local governments and city planners will keep up with the pace. While advocates of free markets routinely argue for fewer top-down restrictions and more privatization of local services, others argue for increased controls and more advanced central planning. In most corners of the world, the norm is far closer to the latter, with the quality of solutions varying from city to city. In select regions, however, private firms...
Radio Free Acton: Avik Roy on how to transcend Obamacare
On this edition of Radio Free Acton, we’re joined by Avik Roy, Opinion Editor at Forbes magazine and the founder and president ofThe Foundation for Research on EqualOpportunity. He’s been an insightful critic of the health care reform process in the US since Congress began debating the legislation that we now know as Obamacarein 2009. Through his new organization, he’s published a plan to reform the American health care system called “Transcending Obamacare“; the plan is intended tomaximize health care...
Turkey imprisons American pastor for ‘terrorism’
A pastor and North Carolina native is being held in Turkey on unsubstantiated charges of terrorism related activity. After more than 20 years of serving as an evangelical missionary in Turkey, Andrew Brunson, 48, thought he was being summoned to receive a long-awaited permanent residence card. Instead, Brunson was notified that he was being deported based on being a “threat to national security.” He was held for 63 days while being denied access to an attorney—and even denied access to...
Clobbering free speech with the Constitution
“When it’s too late to intimidate, it’s never too late to retaliate,” says Bruce Edward Walker in this week’s Acton Commentary. It was in 2010 that the U.S. Supreme Court’s decided Citizens United by a 5-4 vote. The decision overturned most campaign finance provisions of the bipartisan McCain-Feingold Act. Kimberley Strassel, in her 2016 book The Intimidation Game: How the Left is Silencing Free Speech, depicts Sen. John McCain’s co-sponsorship of the bill as the Arizona Republican’s public penance for...
5 facts about human trafficking
January isNational Slavery and Human Trafficking Prevention Month, a time when “we resolve to shine a light on every dark corner where human trafficking still threatens the basic rights and freedoms of others.” Here are five facts you should know about modern-day slavery: FBI.gov (Public Domain) 1. Human trafficking,also referred to as trafficking in persons or modern slavery, describes the act of recruiting, harboring, transporting, providing, or obtaining a person pelled labor mercial sex acts through the use of force,...
Understanding the President’s Cabinet: Secretary of State
Note: This is the secondin a weekly series of explanatory posts on the officials and agencies included in the President’s Cabinet. See the series introduction here. Cabinet position: Secretary of State Department: U.S. Department of State Current Secretary: Thomas A. Shannon Jr. is serving as acting Secretary pending the confirmation of President Trump’s nominee, Rex Tillerson. Ranking/Succession: The Secretary of State is the highest ranking member of the Cabinet and the third-highest official of the executive branch of the federal...
A businessman who builds low-cost private schools for the masses
Many plain about the poor quality of America’s public schools. ButBob Luddy didsomething about it. Tired of trying to convince North Carolina bureaucratsto improve the state’s public schools, Luddy built his own network of low-cost private schools that the government can’t meddle with. ...
5 facts about the UK Supreme Court’s Brexit decision
This morning, the UK Supreme Court ruled that Brexit may not go forward unless Parliament votes to authorize withdrawal from the European Union, despite the fact that the motion won a national referendum last year. Here are five facts you need to know about British citizens’ attempt to reassert their sovereignty by leaving the Brussels-based international government body. 1. Brexit passed handily and remains popular in England. Parliament voted in June and December 2015 to allow for a national referendum...
Should the government cap CEOs’ salaries?
Ideas have consequences, but they do not have geographical boundaries.The latest example of this truth isUK Labour Party leader Jeremy Corbyn’s proposal that the government impose amaximum annual salary on British residents – an“earnings cap” on how much anyone could earn in any givenyear. The idea enjoyed massive popularity in the United States during the Great Depression due to the charismatic support of one man: Senator Huey “Kingfish” Long. The Louisiana governor and senator claimed that his “Share Our Wealth”...
Related Classification
Copyright 2023-2025 - www.mreligion.com All Rights Reserved