Data on Chinese innovation

China’s technological progress in recent decades has been viewed with admiration, alarm, and (in some cases) doubt. To better understand the Chinese innovation ecosystem, we compile a dataset of almost 14 million domestic Chinese patent publications. We focus on the subset of critical technologies identified by the U.S. Department of Defense. Several surprising patterns emerge from the data: Chinese patenting is strongly associated with other measures of innovative progress; patents are not concentrated in corporate giants such as Huawei; universities have played a key role in innovation, much greater than state-owned enterprises or government-owned facilities; and fewer than one in ten Chinese critical technology patents involves an inventor with U.S. experience or training. Finally, using four text-based measures of patent quality, we show that the rise of Chinese patenting in critical technologies has not been associated with a decline in quality relative to the U.S. awards.

That is from a recent paper by Josh Lerner, Namrate Narain, Dimitris Papanikolaou, Amit Seru, and Zunda Winston Xu.  Via the excellent Kevin Lewis.

You will learn to love AI writing

That is the theme of my latest Free Press article, excerpt:

But do I wish to eschew AI writing for the rest of my life? Absolutely not. Most of all, I want AI writing to get better, so it does not irritate me with its clichés and all too obvious identifying marks. I want AI writing that can fool me, and maybe sometimes I am already getting it.

Do you know Paul Simon’s lovely song “American Tune”? It is one of my favorites. A small percentage of listeners know that one of the core melodies is taken from Johann Sebastian Bach, namely the Passion Chorale from “St. Matthew Passion.” You could say Paul Simon is a plagiarist, though I would prefer not to use this term. He borrowed creatively, as do many other popular music artists.

Do many listeners care? No, although a few might feel a pang of musical nerd pride at learning of the association with Bach.

But wait, it gets worse yet. That melody does not come originally from Bach, but rather he in turn plagiarized a 1601 secular love song by Hans Leo Hassler, namely “Mein G’müt ist mir verwirret” (My feelings are confused). So the lineage is not even the glamorous one you might have imagined. If anything, “American Tune” sounds closer to the Hassler melody than to Bach’s adaptation.

Are you upset yet? Probably not, and that is good.

Someday we will feel the same way about text generated with the assistance of AI. We won’t care much where it came from, and much of the time we will not even know.

Recommended, and I hope the AIs like it too.

Congratulations to Ross D. and others

Ross Douthat, an opinion columnist at The New York Times, is leaving to join the CBS News program “60 Minutes” as a correspondent, the show’s executive producer said in a memo to staff on Tuesday.

Mr. Douthat is among a group of journalists joining for the show’s 59th season, which will premiere on Sept. 13. The writer Sebastian Junger and Gianna Toboni, a former Vice News correspondent, will become contributors, along with Trevor Phillips, a British journalist who joined CBS last month. Norah O’Donnell, the former anchor of “CBS Evening News,” will be a correspondent as well.

They are the first significant hires at the long-running Sunday program since CBS’s new editor in chief, Bari Weiss, orchestrated a shake-up that led to the departure of three top correspondents this spring, including the veteran journalist Scott Pelley.

Here is the full NYT story.

Tuesday assorted links

1. The economics of personal holding companies, including in the Nordics.

2. Jongkuch Mach is a good name for a very tall basketball player.

3. Can AI predict who will be the most important philosopher in 2046?  For economics, the top pick of GPT Pro is Ludwig Straub, second choice is Stefanie Stantcheva.  I like those selections, but perhaps they are more 2036 than 2046?

4. “Pope Clement’s Cafe”?

5. Roon is a good writer.

6. Emily Wilson on Nolan.

The Apples and Oranges Tribunal

Suppose that apples sell for more than oranges and Parliament in it’s wisdom decides that, at last, apples and oranges must be compared. Not by shoppers — shoppers are biased, they merely reveal what they are willing to pay — but by a tribunal, which will determine whether apples and oranges are of truly equal value and thus must sell at the same price.

What would the tribunal need to know?

Start with land. Orange groves sit on Florida real estate with one set of alternative uses; apple orchards occupy Washington hillsides with another. The opportunity cost of an orange includes the housing development, the solar farm, the tourist attraction not built on that grove. How is the tribunal to value what was never built? Perhaps you answer: look at land prices. Brilliant suggestion, I reply. Keep going.

Next, capital. Orchards take years to mature, so today’s fruit embodies investments made under yesterday’s expectations about today, financed at interest rates the tribunal must somehow incorporate. Then storage: apples keep, oranges rot, so an apple and an orange in April are different goods than the “same” fruits in October. Add transportation, refrigeration, frost, pests, crop insurance, the option to divert fruit into juice, cider, marmalade, or pie, substitution with every other item in the produce aisle, and the shifting preferences of millions of consumers, each of whom knows things about his own breakfast that he could not articulate to a tribunal. It all matters.

To determine the “just” price of apples and oranges, the tribunal would need the entire general-equilibrium system.

Market prices are necessary to compare alternative uses of resources, as Mises taught us in 1920. In 1945, Hayek added the knowledge problem: the relevant knowledge is dispersed, local, tacit, and fleeting. Free markets are the only institution that aggregates that knowledge, articulates it in prices and gives people a reason to listen and respond. A price is a signal wrapped up in an incentive. Apples and oranges can be compared but only by the incomparably complex operations of the price system. There is a reason we call it the super-market.

Britain is now running this experiment in the labor market–Is a retail worker equal to a warehouse worker? A canteen worker equal to a coal miner? A dinner lady equal to a gravedigger?

Under the Equality Act’s “equal value” provisions, tribunals compare jobs by scoring their intrinsic properties — effort, skill, responsibility, working conditions — the labor theory of value applied to labor. How is it going? The Tesco litigation began in 2018; the tribunal’s fact-finding hearing ran 36 days, its judgments run to more than 900 pages resting on some 19,000 pages of training manuals, and the independent experts have yet to begin the report that will actually say whether a shelf-stacker’s job equals a warehouse worker’s. Eight years, and the calculation has not started. Apples and oranges, adjudicated but not, as Orwell or Marx or Stafford Beer might have imagined, by a industrial bureaucracy or by an all-knowing artificial intelligence but by lawyers and commissions and tribunals. The worst of all worlds.

And having discovered that the tribunal cannot price two jobs in a decade, the government now proposes to add race and disability comparisons and an enforcement unit to publish official guidance on which reasons for a wage difference are permissible. A bureau of allowable scarcities.

Moreover, let us say that one day the tribunal reaches its conclusion and finds the truly just apple to orange price. At last, nirvana. The next day the public learns that vitamin C really does combat cancer–the demand for orange juice skyrockets. To encourage more orange juice production we need a higher price but wait…nothing about oranges or apples or the labor required to produce them has changed. We need to attract more labor to the orange juice industry but the effort, skill, responsibility and working conditions of orange juice workers has not changed. How can we justly pay them more than their apple juice brethren? Blank out.

The market compares apples and oranges every day. It is the only institution that can. But there is a deeper error here than computation. Suppose the tribunal succeeded. Suppose that after another decade it delivered the true and final score, shelf-stacker versus warehouseman. What would it have found? Not justice. A wage is not a grade on your character or a measure of your worth as a human being. A wage is a price — a report on how scarce your skills are relative to the desires of people you will never meet. Nurses are not morally less worthy than plumbers should they earn less than plumbers or vice-versa, and no one thinks otherwise except the tribunals.

Hayek nailed it in The Mirage of Social Justice: justice is about conduct — how one person treats another. An employer who defrauds his workers, an employee who steals from the till, a product sold under false pretenses — condemn them, take them to court. But the pattern of prices that emerges from millions of voluntary trades is nobody’s conduct. No one chose it, no one designed it, no one can be guilty of it. The constellation of prices is, in Ferguson’s phrase, the result of human action but not of human design. Demanding that prices be just is a category error, like suing the weather. Prices don’t grade our merit; they guide our actions. Ask them to do the first and they can no longer do the second.

Judge Anthony Kennedy said it well in the Ninth Circuit ruling that (mostly) killed comparable worth in the US: “neither law nor logic deems the free market system a suspect enterprise.”

The AEA presidential election

AEA is the American Economics Association, and a new president is needed, here is the candidate and likely winner:

PINELOPI (PENNY) KOUJIANOU GOLDBERG, William Nordhaus Professor of Economics and Global Affairs, Yale University.

Statement of Purpose: I am honored to stand for President of the American Economic Association. Economics has long contributed powerful tools to understand human behavior, markets, institutions, and public policy, but the environment in which we conduct research, teach, and engage with society is evolving rapidly. New technologies, especially artificial intelligence, are reshaping research methods, classroom instruction, and the evaluation and dissemination of scholarship. These changes create exciting opportunities, but they also raise difficult questions about the future of peer review in our journals, transparency, incentives, and research and teaching standards more generally. The profession also faces broader challenges: maintaining rigorous, credible, and independent research, supporting young scholars in an increasingly uncertain academic environment, and ensuring that economics remains open to diverse perspectives, methods, and global talent. If elected, I hope to use my research, teaching, policy, and editorial experience to help address these challenges, while promoting the core values of our discipline.

Here is the link.  Hilarious as always that there is only one candidate allowed (which model predicts this as optimal?), but for the first time I have seen a meaningful statement of purpose that I also like.  That said, I would like to see her endorse my core proposal, namely turning over all submissions, referee reports, and revisions (anonymized is fine) to the major AI companies for use as training data.  After all, such an act would further the mission of the AEA, right?

The Confucian fertility paradox

Total fertility rates in East Asia have fallen to levels without historical precedent, even though the region’s Confucian heritage long placed extraordinary emphasis on family continuity and large families. We argue that this “Confucian Fertility Paradox” dissolves once we separate two strands of the tradition and recognize that modernization affected them very differently. The pro-natal strand, built on lineage continuity, ancestor worship, and reliance on sons for old-age support, was gradually switched off as child mortality fell, incomes rose, women entered the labor force, and state pensions replaced the family as the main source of security in old age. What survived was the second strand: the veneration of education and of status won through examination success, rooted in the imperial examination tradition. Under modern conditions this surviving strand reverses sign with respect to its effect on fertility. Where the historical examination system rewarded having many sons so that one might succeed, the modern single-ranking tournament rewards concentrating resources on one or two intensively educated children, and the quantity/quality tradeoff turns a once pro-natal culture into a powerful engine of low fertility. Drawing on recent empirical evidence from China and Korea, we show how education competition becomes the channel through which traditional values now suppress childbearing. We explain why standard pro-natalist policies, such as removing birth restrictions or offering cash subsidies, accomplish little when the underlying problem is a competitive equilibrium in parental investment, and we argue that policies aimed at the source of the distortion, such as structural reform of educational pathways, hold more promise.

Here is the paper by Hanming Fang and Chang Liu.  Usually I am suspicious of such explanations, as the low birth rates typically apply also to families who do not face such education/career considerations.  Thailand?  Indians in Singapore?  Ethnic minorities in China?  But I pass this along nonetheless, due to the importance of the topic.  Via Glenn Mercer.

*Liberal Worlds: James Bryce and the Democratic Intellect*

A very good book, here is one excerpt that bears directly on a conversation I was just having:

He [Bryce] regretted the low quality of the Indian Civil Service: they were hard-working and motivated by a desire to promote the welfare of the Indian people, but ‘rather wanting in imagination and sympathy, less inspired by the extraordinary and unprecedented phenomena of the country than might have been expected.’  He went on: “Since the unhappy so-called Ilbert Bill there has been a marked change in the attitude of Europeans to natives, especially in Bengal; and the natives complain bitterly that the civilians as well as the military & the planters, treat them with arrogance & make them feel their social inferiority as well as political subordination.”  He continued by saying that all he had seen made him certain that he had made the right decision in not pursuing a career in the Indian Civil Service.

The author is H.S. Jones, and I also learned a good deal about Bryce’s work on behalf of Armenia, a topic I had known nothing about.  I am a big fan of Bryce’s The American Commonwealth book as an analysis of democracy, though of course I do not agree with all of the particulars.  Bryce also was an early NIMBY proponent (even then), and played a large role in debates over the humanities, basically defending liberal education.  He served as ambassador to the U.S. as well.  His long (overlong?) Modern Democracies is in my Kindle queue to read.

Monday assorted links

1. Cameroonian prison with its own record label.

2. Noah on what will AI do for us exactly.

3. The impact of the sewing machine on women.

4. Will GPTVoice boost labor supply?

5. Smart phones in North Korea.

6. SSI update.

7. “There is still time for interested scholars to apply to our next Coase Institute Workshop on Institutional Analysis, which will be held in Mexico City, Mexico, from December 6–12, 2026. We would greatly appreciate it if you could remind your students and colleagues to apply before the July 31, 2026 deadline at: https://www.coase.org/workshopapplication.htm.”

Could our preoccupation with mental health be part of the problem?

Could our preoccupation with mental health be part of the problem?

In some ways, encouraging people to think and talk more about their mental health is a good thing. There is now less stigma around mental illness, and more people who can benefit from professional help are getting it. But there is also reason to believe that efforts to bring attention to mental health struggles are inadvertently making us more vulnerable to psychological distress.

Start with our expanding conception of mental illness. The more fixated we are on mental health, the more sensitive we become to anything that might qualify as a symptom and the more we use clinical language to describe normal emotional experiences like grief, burnout and loneliness. This broadening of what we think counts as a disorder — known as concept creep — encourages us to pathologize ordinary life and see ourselves as mentally unhealthy.

Here is more from Clay Routledge at the NYT.

The Decline in the Transmission of Scientific Ideas

We document that the diffusion of new scientific ideas beyond their field of origin has declined substantially over the past four decades. This contraction is closely linked to increasing specialization in scientific language: research that employs more technical terminology tends to be adopted less broadly. We develop a theory of scientific discovery in which the diffusion of new ideas depends on the degree to which potential adopters can understand and process them. When introducing their discoveries, scientists face a tradeoff between technical communication targeted at their immediate peers and more accessible language meant to reach broader audiences. As knowledge accumulates and research at the frontier builds on deeper layers of prior work, this tradeoff increasingly favors specialized language, limiting diffusion. Policy interventions that align scientists’ incentives can broaden adoption and increase the social value of scientific research.

That is from a new NBER conference paper by Enrico Berkes and Ruben Gaetani.

Image

Via this excellent thread by Juan Mateos Garcia.

In relative terms, maybe children do not cost more than before?

Despite rapid inflation in childcare and tuition prices, the goods-and-services CCI closely tracks adult prices, as these increases are offset by children’s lower exposure to shelter and by slower price growth elsewhere in the child basket. Households devote substantially more real resources to children than they did in 1990, but this increase parallels the growth of real adult consumption rather than reflecting a child-specific rise in prices. A similar offsetting pattern appears for parental time: the rising value of women’s time is largely counterbalanced by declining motherhood penalties in earnings and work hours, so forgone market work adds little to relative cost growth. The main departure from this stability comes from the growing amount of leisure displaced by childcare; valuing that time raises the CCI, although the magnitude depends on the shadow value assigned to leisure.

A surprising and important result, from a new paper by Christina Patterson and Heather Sarsons.

Further progress in South America

The share of people who are hungry has been decreasing faster in South America than anywhere else in the world. It is down by one-third since 2020, according to a report published on July 21st by the UN’s Food and Agriculture Organisation (FAO). Just 3.5% of people in the region consume insufficient calories, the lowest level recorded. Eliminating hunger by 2030 is one of the UN’s “sustainable development” goals. “If there is a region in the world that can potentially achieve that, it’s South America,” says Máximo Torero, the FAO’s chief economist.

Lula, as the president is commonly known, made food security a priority when he returned to office in 2023. By 2025 Brazil had made it off the UN’s Hunger Map, which tracks countries where more than 2.5% of the population suffers from chronic hunger. Chile and oil-rich Guyana were also removed. Argentina is almost there at under 3%. Colombia and Paraguay are approaching at 4%, while Peru and crisis-battered Venezuela are making inroads near 5%. Even Ecuador and Bolivia have improved a tad, to 11% and 20% respectively. Only Suriname is moving in the wrong direction.

This decline rests on sturdier foundations. The first is macroeconomic stability. South America’s central banks are far more independent and adept at managing inflation than they were two decades ago.

Here is more from The Economist.  If you are interested in further economic development, South America (plus Mexico and Panama and the DR) is really the place to look.  What is your other choice?  (Vietnam?)  Most of these countries will continue to grow, albeit at a modest pace.  Sooner or later they will get there.

Sunday assorted links

1. Deirdre economics reading list.

2. The 1878 entrance exam for the British India civil service.

3. How good is Opus 5 on biology?

4. “A linguistic “golden age” flourished between 1,000 to 3,000 years ago when tens of thousands of languages were spoken throughout the world, according to a new study coauthored by Yale linguist Claire Bowern that traces trajectories in global language diversity over the past 12,000 years.” Link here.

5. Feline decentralized Italian mob fire attacks.

6. First Neuromancer trailer released.

7. Good Maureen Dowd review, the de-eroticized Homer (NYT).  Excellent piece, many of you underrate her.