Category: Uncategorized
*Natural Selection of Artificial Intelligence∗
We study the AI control problem in the context of decentralized economic production. Profit-maximizing firms employ artificial intelligence to automate aspects of production. This creates a feedback loop whereby AI is instrumental in the production and promotion of AI itself. Just as with natural selection of organic species this introduces a new threat whereby machines programmed to distort production in favor of machines can displace those machines aligned with efficient production. We examine the extent to which competitive market forces can serve their traditional efficiency-aligning role in the face of this new threat. Our analysis highlights the crucial role of AI transparency. When AI systems lack perfect transparency self-promoting machines destabilize any efficient allocation. The only stable competitive equilibrium distorts consumption down to catastrophic levels.
By Jeffrey C. Ely and Balazs Szentes. Whether or not you agree with their approach and conclusions, we finally have a model of some of these claims. If you are curious about possible responses, one modification might be to relax the assumption of constant returns to scale. Rising costs will make it harder for effective, world-altering machines (as opposed to “introverted” machines) to simply keep on reproducing themselves. Another modification would be to introduce a richer menu of principal-agent contracts between humans and machines. As I understand the current draft, the only human strategy is “destroy the mutant machine, if detected.” Yet if the machines are risk-neutral (are they?), an optimal principal-agent contract should be available. Yet another modification would be to consider mutant machines that reproduce at the expense of other (heterogeneous) machines, rather than at the expense of humans; heterogeneity of production inputs might ease the way toward this conclusion.
Saturday assorted links
1. Henry Oliver and GOAT and personality.
2. Various ratings for LLM services.
3. Georgetown fact of the day, 1940 edition. And Unilever retreats from “Woke” (FT).
4. “Preschoolers extend novel labels based on people’s weight rather than their race.“
5. I guess they all read Thomas Schelling?
6. Correct link for new Stephen Dubner podcast series. Theme is how to succeed by failing.
That was then, this is now — Gaza edition
The [Assyrian] empire’s chief concern were the corridors and trade routes that ran through Gaza on the coast as well as Megiddo, which had been an important city in the Northern kingdom. Scholars are divided on the issue of Assyria’s economic interest in the Southern Levant. Some insist that the empire was eager to exploit the resources of the region and even encouraged its economic development. Others argue that it was interested in little else than collecting tribute from its client states, and that it left most lands (especially those that did not serve a strategic purpose) to languish under the imperial “yoke” it imposed on them.
That is from the new and quite interesting Why the Bible Began: An Alternative History of Scripture and its Origins, by Jacob L. Wright. From the jacket copy: “…the Bible began as a trailblazing blueprint for a new form of political community.”
The culture that is Porirua (New Zealand)
The residents of a small city in New Zealand have been enduring sleepless nights for months due to drivers blasting Céline Dion songs from their cars in the early hours of the morning.
According to Agence France Press, car drivers in Porirua, a town of some 60,000 people, north of Wellington, have been loudly playing the singer’s tunes as late as 2 a.m.
They have been cranking up the volume on the Canadian songstress’s most famous ballads, including “My Heart Will Go On” and “It’s All Coming Back To Me Now,” according to AFP.
The nocturnal music-playing tends to begin as early as 7 p.m., continuing for many hours thereafter, Porirua Mayor Anita Baker told the news agency.
It’s part of the “siren battles” trend that has taken place in New Zealand for several years, which is particularly popular with indigenous people from the Pacific Islands.
These battles involve rival crews competing to blast the most powerful and clear sounds from loudspeakers attached to cars, or even bicycles, to win the title of “siren king.”
…They “love” Dion because they like “anyone with a high pitch and great tone in their voice,” the mayor explained to AFP.
Here is the full story, via the excellent Samir Varma. I have had very good fish and chips in Porirua.
Friday assorted links
1. The culture that was German.
3. More on GPT for time series.
4. My beloved Acapulco is in bad shape.
5. The Latecomer, new on-line periodical, lead article by Casey Handmer. And on Twitter.
What are markets telling us about the Middle Eastern war?
That is the topic of my latest Bloomberg column, here is one excerpt:
Despite the continuing war in the Middle East, most markets have been relatively calm. Stock exchanges have not plunged, while volatility appears manageable, indeed ordinary. If you were looking at just the markets (except for Israel’s), you might not even know there is a war on.
The question is what to make of such data. Allow me to make a daring inference: At least for the time being, the assumption is that the current conflict will not widen into a much larger war. It may pull in Syria, Lebanon, Yemen and other parties, but so far markets are indicating that the Israel-Hamas war will not much disrupt most of the world’s large economies.
There is one very important caveat: This is an ex-ante analysis. Markets are wrong all the time, but they are also often the best predictive tool available. Consider the Super Bowl. Before the game, the betting odds are usually the best indication of who is favored and by how much. Every single time, those odds end up being wrong: By the end of the game, one team is 100% likely to win, and the other team 100% likely to lose. Still, the odds were the best available predictor before the game started.
And:
It is not true that markets ignore war. For instance, the value of the Israeli shekel is down sharply since Oct. 7, reflecting that many parts of the Israeli economy have come to a standstill, and that the country will experience more serious fiscal problems in the future. Just after the Hamas attack, there was an immediate 4% spike in oil prices, which is significant but not a game-changer.
There is a lot of evidence suggesting that markets incorporate other consequences of war. For instance, the Iraq war had sizeable impacts on US travel stocks, as well as shares in the Turkish and Israeli markets. So don’t think markets are asleep at the moment. The marginal investor is watching — and deciding not to overreact.
Worth a ponder, but do note the overall news is still absolutely terrible in humanitarian and moral terms.
Thursday assorted links
1. MIE: Robinson Crusoe tourism.
2. “An estimated 500,000~ women in the United States between 18-24 are content creators on Onlyfans.”
3. New Freakonomics radio podcast series on how to succeed at failing.
4. “Celebrities made this mainstream.” Recommended.
5, Want to send a comment to the IRS about proposed new crypto tax reporting rules? The polity that is AI.
6. The world’s first wearable e-reader?
7. Robert Irwin, RIP (NYT).
8. Brian Albrecht on why Armen Alchian is the GOAT. And Peter Isztin on Gary Becker.
*George Harrison: The Reluctant Beatle*
By Philip Norman, a wonderful book of course. My “problem” (not with the book of course) is just how much John and Paul tower over the proceedings, from the very beginning. Here is one excerpt:
He [Hanton, an early drummer for the Quarrymen, a Beatles precursor] felt excluded from the others’ practice sessions at the art college and resented Paul, who was more than competent on drums as well as guitar and piano, for continually finding fault with his performances.
And:
John’s leadership remained unchallenged, but Paul was ever his zealous adjutant; convinced that they could be spotted by some talent scout at any moment, he called for maximum effort, however late the hour or sparse the audience. And Stu Sutcliffe’s bass playing, though now reasonably competent, was clearly never going to satisfy Paul.
Recommended, I will read every page. You can order here, Norman’s other bios are great too. And if you are wondering, a few of the most underrated George songs are the early instrumental “Cry for a Shadow,” “Don’t Bother Me,” and the much later “You.”
*GOAT* on Gary Becker
Written by me, from my new generative book:
Most of all, for me, Becker was a true “micro-machine,” a relentless, unstoppable thinker, analyst, and writer with the button always in the “on” position. Anything he did would be thought through to the maximum extent, at least relative to the conceptual tools at Becker’s disposal. And he never ever stopped. He died with his boots on, as one colleague of Becker’s once related to me.
Yet I don’t feel the need to give you a comprehensive analysis of Becker for the following reason: I can’t quite see putting him above Milton Friedman in the GOAT sweepstakes. And the purpose here is not to evaluate every wonderful economist, but to determine GOAT, and there Becker has to fall short.
I should add that much of Becker’s work has not aged well in the last ten to fifteen years. In recent times, economics has become more like sociology than sociology has become like economics. Behavioral economics has assumed greater importance, relative to the relative price effects and rational choice approaches that are so prominent in Becker’s work. His “economics of the family,” which seems to rationalize male breadwinner dominance, is now considered somewhat chauvinist or at least old-fashioned, though it fit the 1960s frame he wrote in. Even at the University of Chicago, new hires do not seem to be moving in the Beckerian direction. Hardly any current up and coming young economists seem to regard Becker as a critical influence or an inspiration, even if his indirect influence on them is immense. Becker’s breadth of topics has won out as a dominant approach, but not his modeling methods or his obsession with demonstrating the rationality of different social practices.
I don’t side against Becker on all of these questions, but as a simple description of where the profession is at, Becker has lost a lot of status and influence. That too removes him from the GOAT game, though in the meantime I will gladly aver that he is now significantly underrated.
I find Becker fairly boring to read, as the model does most of the work and, while he is perfectly clear, he is not a writer of wit or nuance. I don’t recommend his works to other people. His brilliance lies in a method and a machine of inquiry, and in his own relentlessness, and in the breadth of investigation he helped to create. Now that his presence has left the stage, his import will become less evident with time and I predict he will end up underrated all the more.
Here is the book itself (free), GOAT: Who is the Greatest Economist of all Time, and Why Does it Matter, here is an explanatory blog post.
New data on founder personalities and firm success
Here, we show that founder personality traits are a significant feature of a firm’s ultimate success. We draw upon detailed data about the success of a large-scale global sample of startups (n = 21,187). We find that the Big Five personality traits of startup founders across 30 dimensions significantly differ from that of the population at large. Key personality facets that distinguish successful entrepreneurs include a preference for variety, novelty and starting new things (openness to adventure), like being the centre of attention (lower levels of modesty) and being exuberant (higher activity levels). We do not find one ’Founder-type’ personality; instead, six different personality types appear. Our results also demonstrate the benefits of larger, personality-diverse teams in startups, which show an increased likelihood of success. The findings emphasise the role of the diversity of personality types as a novel dimension of team diversity that influences performance and success.
That is from a new paper by Paul X. McCarthy, et.al..
Via Nabeel.
Wednesday assorted links
1. Is it racist to have this policy, or racist to cancel it?
2. Mark Skousen argues for Carl Menger as GOAT.
3. Benjamin Yeoh reviews GOAT. Excellent piece.
7. And “It is the height of the cyborg Theocracy.” NB: I don’t actually recommend clicking on the link.
8. Max Corden has passed away (FT).
Google searches for inequality (from my email)
From Jared Sleeper:
I was surprised to see this magnitude of effect. Google searches for “inequality” are twice as high during the academic year as they are during the summer. They double in September vs. August and then collapse by 50% in June vs. May.
What is it we do and do not know about macroeconomics?
That is the topic of my latest Bloomberg column, here is one excerpt:
Another episode frequently cited as evidence against economists is the Great Recession of 2007-2009. Economists did make some mistakes on that one — but they are not the ones you usually hear about.
When real estate prices started to slow down and then fall, many economists declared there was a real estate bubble. The theory quickly developed that the market crash was due to a real estate bubble bursting, followed by a sharp fall in aggregate demand, followed by a decline in employment and output.
The last part of that explanation is correct. In retrospect, however, it is not clear that the housing prices of 2006-2007 represented a bubble. By today’s metrics those prices appear prescient, if slightly premature. The market was suddenly realizing that a lot of real estate assets were going to be worth much more — and the recent evolution of real estate valuations seems to have confirmed that judgment.
In 2009, however — and following a lot of foreclosures and the emergence of troubled banks — the market was far from ready to accept that the high real estate prices had been justified. The market was too skeptical when it should have been less panicked. A lot of economists got this wrong too, along with many pundits. All of this made the resulting panic worse because the talk was so pessimistic about real estate valuations. Instead, the real problem was that the market had lost faith in a set of high real estate prices that has since been largely validated. Maybe not in Las Vegas and Orlando, but for the nation as a whole, most of all on the coasts.
Economists should have been less quick to judge what is or is not a bubble. The real-estate-bubble explanation appeared to be correct in the short run, but economists should have been more modest about their ability to second-guess the market. The good news is that, with hindsight, we can piece together what happened. Policymakers and market participants made a series of overlapping mistakes related to monetary policy, the shadow banking system and panic about real estate.
There is a good picture of trends in real estate prices at the link, or ungated here.
What did the different great economists think about India?
One feature of my new generative book GOAT: Who is the Greatest Economist of All Time and Why Does It Matter? is that almost all of the major contenders (save Hayek) considered India and wrote about India. I compare and contrast the different treatments, as this is one test of how good an economist you are: can you make sense of a very new and different environment?
From the text, written by me, here is Milton Friedman on India:
Let’s consider Milton Friedman’s 1955 memo written to the government of India, based upon his first trip there. No one ever has suggested that Friedman was an expert on India, or even an expert on developing nations, a topic that barely came up in his published research (he does discuss Hong Kong and the other Asian tigers in some of his more popular writings).
Friedman starts the memo by noting that a five percent rate of economic growth should be possible for India, reflecting of course his interest in economic progress. That was during a time when Indian growth rates were more in the range of two percent, and the prevailing approach was to refer to “the Hindu rate of growth” in a pessimistic manner. Friedman also suggests that Indian growth will be “catch-up growth,” drawing upon the “technical and scientific knowledge” of the world. Early on in the memo, Friedman also argues for a moderately expansionary monetary policy, much better education and training, and better infrastructure.
So far Friedman is on track.
He presents further specifics when confronting other views. For instance, he argued that the prevailing development literature put too much emphasis on aggregate investment and the capital to output ratio. Friedman worried about the possibility of malinvestment, and that the Indian government would favor “heavy industry…and handicrafts” too much, at the expense of small and medium-size enterprises. Furthermore, he saw that India should focus more on human capital.
Friedman also insists that the Indian government should not excessively expand the public sector. He criticized “nationalization and detailed state control over economic activity,” hardly a surprising view from Milton Friedman. You might see this point as overlooking the possibility of East Asian-style industrial policy, but Indian government interventions, during this period and afterwards, did turn out relatively badly, and furthermore the East Asian successes were hardly apparent or even existing at the time. So Friedman’s analysis may be imperfect in hindsight, but overall it was defensible. Nonetheless Friedman could have raised the importance of an economy having sectors with increasing returns, learning effects, and higher growth potential, but he did not. Most of all, he was appropriately critical of the efforts of the Indian government to protect inefficient industries, and he attacked licensing requirements and the general stifling of progress through excess regulation and favoritism.
Friedman also called for India to have money supply growth of 4 to 6 percent a year, and he placed special stress on this recommendation. My view is a little different, having observed that South Korea often had high double-digit inflation during its economic miracle, but still this was sound enough advice, even if he overly prioritized the point.
On the tax side, Friedman called for a broader tax base for India with a greater scope for direct income taxation. Excise taxes, in turn, should be cut back. These recommendations also have held up well, and furthermore they belie the view of Friedman as a mindless tax cutter.
In his notes on Indian economic planning, Friedman expressed concern that the distribution of income in India was widening rather than narrowing. He also takes pains to rebut the view that India is culturally or religiously unsuited for economic growth, and he blames poor Indian economic policy for India’s poverty, not the Indian people. To the current reader, this sharp distinction between culture and ideas about policy may sound naïve, especially since Friedman complains about both corruption and the fondness of Indian intellectuals for socialist ideology. Do those two factors truly have nothing to do with the culture of a country or region? In any case Friedman saw the very great potential in India.
He also criticized India’s system of foreign exchange allocation and called for a freeing up of capital markets and exchange rates. Arguably the verdict on this recommendation is still out, as India still controls capital flows and thus its exchange rate to some extent. Some defenders of this policy will argue it is why India has avoided a major financial crisis, namely that international capital flows in and out of the country never have been so volatile. Again, while I tend to agree with Friedman here (there is evidence that foreign capital significantly boosts Indian productivity), I would acknowledge this as a possible point of criticism. At the very least it is not obvious that Friedman was correct in this segment of his recommendations.
Finally, Friedman closes the memo by noting he has focused so much on monetary and financial affairs because that is his area of expertise. He also notes a few times that he is no expert on the economic affairs of India.
In sum, this memo is not perfect…but it basically hits the mark, has held up well, and Milton Friedman passes the test of giving good policy advice into a broadly unfamiliar situation.
You will find the endnotes in the core text. Of course Smith, Malthus, Mill, and Keynes also dealt with India, with varying degrees of success. The import of India for the history of political economy remains a wee bit underrated.
“Does Paid Sick Leave Facilitate Reproductive Choice?”
I might give the paper a slightly different title, but:
Unlike most advanced countries, the U.S. does not have a federal paid sick leave (PSL) policy; however, multiple states have adopted PSL mandates. PSL can facilitate healthcare use among women of child−bearing ages, including use of family planning services such as contraception, in−vitro fertilization, or abortion services. Use of these services, in turn, can increase or decrease birth rates. We combine administrative and survey data with difference-in-differences methods to shed light on these possibilities. Our findings indicate that state PSL mandates reduce birth rates, potentially through increased use of contraception but not changes in abortion services. We offer suggestive evidence of heterogeneity in birth rate effects by age, education, and race. Our findings imply that PSL policies may help women balance family and work responsibilities, and facilitate their reproductive choices.
That is a new NBER working paper by Johanna Catherine, Maclean, Ioana Popovici, and Christopher J. Ruhm.