Saturday, May 17, 2025

Artificial intelligence creates more academic dishonesty than it detects!

Back in December, 2024, The Wall Street Journal carried a feature on an economics preprint research article that showed surprising findings. David Autor and Daron Acemoglu lauded the preprint. "It’s fantastic," said Acemoglu. "I was floored," said Autor. The two economists appeared in a photo flanking the author, Aidan Toner-Rodgers. Turns out Autor was right. The paper was fantastic, but not in a good way.

On May 16, The WSJ reported on the unraveling of the tale under a headline proclaiming "MIT Says It No Longer Stands Behind Student’s AI Research Paper":

"The paper was championed by MIT economists Daron Acemoglu, who won the 2024 economics Nobel, and David Autor. The two said they were approached in January by a computer scientist with experience in materials science who questioned how the technology worked, and how a lab that he wasn’t aware of had experienced gains in innovation. Unable to resolve those concerns, they brought it to the attention of MIT, which began conducting a review. 

MIT's presse release stated it "has no confidence in the provenance, reliability or validity of the data and has no confidence in the veracity of the research contained in the paper."

Autor was "heartbroken" by the developments, "More than just embarrassing, it’s heartbreaking," he said.

Autor's gullibility has been a recurring concern of the Sandwichman. In 2013, I called attention to a 2011 white paper by Autor and Lawrence Katz that claimed:

Leading economists from Paul Samuelson to Paul Krugman have labored to allay the fear that technological advances may reduce overall employment, causing mass unemployment as workers are displaced by machines. This ‘lump of labor fallacy’—positing that there is a fixed amount of work to be done so that increased labor productivity reduces employment —is intuitively appealing and demonstrably false.

There is no more confidence in the provenance, reliability or validity of the fallacy claim than M.I.T. has in the research contained in Toner-Rodgers's article. Contrary to what Autor and Katz say, it is the fallacy claim that is intuitively appealing -- to economists -- but demonstrably false. I've demonstrated the flimsiness of the claim and have just finished a 10,000 word essay detailing its origin and history.

In 2014 Autor presented a paper at Jackson Hole, Wyoming containing the following claim:

Economists have historically rejected the concerns of the Luddites as an example of the 'lump of labor' fallacy, the supposition that an increase in labor productivity inevitably reduces employment because there is only a finite amount of work to do.

This struck me as rather odd because if there is not "only a finite amount of work to do" there must be an infinite amount. This is Marc Andreessen level mathematical illiteracy. Andreessen blustered the "counterargument" to the alleged lump of labour fallacy "comes from economists such as Milton Friedman, who believe that human wants and needs are infinite, which means there is always more to do." Human wants and needs can no more be "infinite" than can the amount of work to do. There are a finite number of people on earth and a finite number of hours in the day. No matter how much you extend the working day and increase labour force participation the product will be a finite number.

Then in 2020, Autor was interviewed by NPR's Planet Money at the American Economic Association conference in San Diego. They were asking economists "what is the most useful idea in economics?" Autor's answer was... envelope, please... BIG SURPRISE! The lump-of-labor fallacy! In the interview, he rehearsed the standard boilerplate about there not being a "finite" amount of work to be done so we are not in danger of running out of jobs. Then he qualified that with the need for job training and productivity gains in the service sector so they won't be WORSE jobs. One begins to wonder how such a sharp cookie could be bamboozled by fraudulent research.

Daron Acemoglu appears to be from the same Planet as Autor. In Why Nations Fail: The Origins of Power, Prosperity, and Poverty, Acemoglu and his co-author James Robinson wrote that "Luddites" burned down the house of "John Kay, English inventor of the flying shuttle" in 1753. The fictional redresser, Ned Ludd, did not appear on the scene until November 1811. The story of the house burning down may be apocryphal. Early accounts of John Kay's invention do not mention it. Later, some sources say that his son, or brother, Robert was the victim. Yet others say that his house was broken into and the machines in it smashed.  

Here is a stop action video I made 12 years ago. David Autor is on the cover frame and then shows up fifth in the video

8 comments:

Sandwichman said...

What is the "lump-of-labour fallacy" claim and why does Sandwichman go on and on about it and keep coming back to it? The short answer is that the claim is a watchword of what Herbert Marcuse called the "preventative counter revolution." The long answer I wrote up in an essay that is way too long for a blog post.
https://timeworkweb.com/riot%20strike%20disposable%20pop.pdf

Anonymous said...
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Sandwichman said...

I do not need to defend my "failure" to write about matters in which I have no specail expertise. Please do not repeat this off-topic theme. You have said it already to excess and I will delete any further comments that raise the issue.

Anonymous said...

Google AI Overview

The "lump of labor" fallacy is a flawed economic idea that assumes there's a fixed amount of work to be done. It suggests that any increase in labor force participation or productivity will lead to fewer jobs overall, as work is simply redistributed rather than created. In reality, new technologies and increased labor supply often lead to new industries, job creation, and economic growth.

Anonymous said...
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mahaCoh said...

They embrace data they never verify because they already believe a larger fiction—that work is a fixed pie that can't grow, only spread thinner for wage-slaves. It's a 245-year-old alibi for exploitation; work, like want, is *infinite* for your masters, and limited for *you*.

Ironically, hybrid (labour-inten) cells always lap 'lights out' (capital-inten) factories, yet many firms still push full automation because it degrades labour into cheap tax-advantaged debt via depreciation & arbitrage.

Anonymous said...
This comment has been removed by a blog administrator.
Sandwichman said...

I would rather not have to police comments. The most recent anonymous comment was a counter argument about China to a previous comment from another anonymous about China. Making a brief remark about the OP before PIVOTING to another topic is OFF TOPIC. Period.