Wednesday assorted links

1. New results on lying.

2. China’s demographics are not as bad as you might think.

3. The worm charmers.

4. Might Russia sell some land to China?

5. Radical claims about batteries.

6. “Using three longitudinal samples of funded and unfunded grant applications from three of the world’s largest funders—the NIH, the NSF, and the Novo Nordisk Foundation—we find that the percentage of promotional language in a grant proposal is associated with the grant’s probability of being funded, its estimated innovativeness, and its predicted levels of citation impact.”  Link here.

7. Should Congress preempt state AI legislation?

Accelerating India’s Development

What will India look like in 2047? Combining projections of economic growth with estimates of the elasticity of outcomes with respect to growth, Karthik Muralidharan in Accelerating India’s Development reports:

Even with a strong GDP per capita growth rate of 6 per cent, projections for 2047 paint a sobering picture if we maintain our current course. While India’s infant mortality is projected to halve from 27 per 1000 births to 13 in 2047, it will still be well above China’s current rate of 8. Child stunting will only decrease from 35.5 to 25 per cent, which is only a 10.5 percentage point or 30 per cent reduction in nearly 25 years. In rural India, 16 per cent of children in Class 5 will still not be able to read at a Class 2 level, and 55 per cent of them will still not be able to do division at the Class 3 level.

Bear in mind that this is assuming an optimistic 6% growth rate in GDP per capita. Even more telling is that if growth increased to 8%, infant mortality would only fall to 10 per 1000 (instead of 13). Growth is great. It’s the single most important factor but it’s not everything. If India can double the elasticity of infant mortality with respect to growth, for example, then at the same 6% growth rate infant mortality would fall to just 6 per 1000 by 2047–that’s millions of lives saved. The big argument of Muralidharan’s Accelerating India’s Development is that India can get more development from the same level of growth by increasing the total factor productivity of the state.

There are many “big think” books on growth–Landes’ Wealth and Poverty of Nations, Acemoglu and Robinson’s The Narrow Corridor, Koyama and Rubin’s How the World Became Rich–but these books are primarily historical and descriptive. The big think books don’t tell you how to develop. Create institutions to strike “a delicate and precarious balance between state and society” isn’t much of a guide to development. Accelerating India’s Development is different.

“Accelerating” opens with two excellent chapters on the political economy of politicians and bureaucrats, outlining the constraints any reforms must navigate. It concludes with two chapters on the future, including ideas like ranked choice voting, representing its aspirations. It’s in-between the constraints and the aspirations, however, that Accelerating India’s Development is unique. I know of no other book that offers such a detailed, analytical, and comprehensive examination and evaluation of a country’s institutions and processes.

Muralidharan’s recommendations are often based on his own twenty years of research, especially in education, health and welfare, and when not based on his own research Muralidharan has read everyone and everything. Yet, he offers not a laundry list but a well-thought out, analytic, set of recommendations that are grounded on political and economic realities.

To give just one example, India’s bureaucracy is far over-paid relative to India’s GDP per capita or wages in the private sector. With wages too high, the bureaucracy is too small–a  reflection of the concentrated benefits (wages to government workers), diffuse costs (delivering services to citizens) problem. Lowering wages for government workers is a non-starter but Muralidharan argues persuasively that it is possible to hire new workers from local communities at prevailing wages on renewable contracts. The Integrated Child Development Services (ICDS), for example, is India’s main program for delivering early childhood education. There are 1.35 million anganwadi centers (AWCs) across India and typically a single anganwadi worker is responsible for both nutrition and pre-school education but they spend most of their time on paperwork!

A simple, scalable way to improve early childhood education is to add a second worker to AWCs to focus on preschool education….In a recent study, my co-authors and I found that adding an extra, locally hired, early-childhood care and education facilitators to anganwadis in Tamil Nadu doubled daily preschool instructional time…we found large gains in students’ maths, language and executive function skills. We also found a significant reduction in child stunting and malnutrition…We estimate the social return on this investment was around thirteen times the cost….the ECCE facilitators typically had only a Class 10 or Class 12 qualification and received only one week of training, and were still highly effective.

The example illustrates Muralidharan’s methods. First, the recommendation is based on a large, credible, multi-year study run in India with the cooperation of the government of Tamil Nadu. Second, the study is chosen for the book because it fits Muralidharan’s larger analysis of India’s problems, India has too few government workers which leads to high potential returns, yet the workers are paid too much so these returns are fiscally unachievable. But hiring more workers on the margin, at India’s-prevailing wages, is feasible. India has lots of modestly-educated workers so the program can scale–this is not a study about adding AI-driven computers to Delhi schools under the management of IIT trained educators, a program which would be subject to the heroes aren’t replicable problem. The program is also politically feasible because it leaves rents in place and by hiring lots of workers, even at low wages, it generates its own political support. Finally, note that India’s ICDS is the largest early childhood development program in the world so improving it has the potential to make millions of lives better. Which is why I have called Muralidharan the most important economist in the world.

One of the reasons state capacity in India is so low is premature load bearing. Imagine if the 19th-century U.S. government had attempted to handle everything today’s U.S. government does—this is the situation in India. When State Capacity/Tasks < 1, what should be done? In premature imitation, Rajagopalan and I advocate for reducing Tasks–an idea best represented by Ed Glaeser’s quip that “A country that cannot provide clean water for its citizens should not be in the business of regulating film dialogue.” Accelerating India’s Development focuses on increasing State Capacity but without being anti-market. In fact, Muralidharan proposes making the state more effective by leveraging markets more extensively.

Indian policy should place a very high priority on expanding the supply of high-quality service providers, regardless of whether they are in the public or private sector.

Hence, Muraldiharan wants to build on India’s remarkably vibrant private schools and private health care with ideas like vouchers and independent ratings. Free to choose but free to choose in an information-rich environment. My own inclinations would be to push markets and also infrastructure more–we still need to get to that 6% growth! But I have few quibbles with what is in the book.

Accelerating India’s Development is an exceptionally rich and insightful book. Its comprehensive analysis and innovative recommendations make it an invaluable resource. I will undoubtedly reference it in future discussions and writings. This book is a must-read for anyone interested in understanding and improving life in the world’s largest democracy.

Eating well in Stockholm

Yes, the fancy expensive places are great.  But more generally, I recommend that you order the dishes with game and lingonberries, most of all lingonberries.  Soups here are above average, and I do not generally love soups.  The pizza is surprisingly good, make sure you order it with “pizza salad,” which turns out to be cabbage.  If you are craving non-Western food, I would try Persian before Indian or Chinese.  At breakfast, butter is consistently good.  Overall, Stockholm is a quality food city, though it is not superb when it comes to breadth.

What I’ve been reading

Jill Ciment, Consent: a memoir.  A good short book on how you can have a creepy life for decades, and not be so aware of it.  In this case, a 17-year-old girl (Ciment) ends up marrying a man who first slept with her when he was 47 and married.  They had an apparently normal marriage for decades, or did they?  How much does “creepy” matter anyway?  She doesn’t seem to be complaining about unhappiness.  But is it just wrong anyway?

Hugh Warwick, Cull of the Wild: Killing in the Name of Conservation.  A well-written and subtle account of the tensions and paradoxes involved in attempts to conserve nature.  What if conserving one animal leads to the destruction of others?  I am slowly learning how many British people are obsessed with hedgehogs.  And I hadn’t known how much the importation of earthworms in the 18th century, from Britain to North America, shaped the environment.

Ebbe Dommissse, Anton Rupert: The Life of a Business Icon is a very favorable biography of who was probably South Africa’s richest man, with cigarettes being the central part of his business empire.  For a contrasting perspective, read Pieter h de Toit, The Stellenbosch Mafia: Inside the Billionaire’s Club.

Charles King, Every Valley: The Desperate Lives and Troubled Times That Made Handel’s Messiah.  This is what you would want from a book on Handel’s Messiah.  I hadn’t known that Handel was briefly supported by the Medici in Florence.  By the way, Suzuki will be conducting the Messiah in DC in late December, be there or be square!

Phumlani M. Majozi, Lessons from Past Heroes: How the rejection of victimhood dogmas will save South Africa.  A libertarian Zulu approach to what the subtitle promises.

David Albright with Andrea Stricker, Revisiting South Africa’s Nuclear Weapons Program: Its History, Dismantlement, and Lessons for Today.  It is odd how little-mentioned this episode in world history has become, in any case this is the go-to book on it, interesting throughout.

Still in my pile is Nathaniel Popper’s The Trolls of Wall Street: How the Outcasts and Insurgents are Hacking the Markets, which covers the WallStreetBets phenomenon.

Tuesday assorted links

1. Profile of Jennifer Harris, “Queen Bee” of Bidenomics? (NYT)

2. “1982 was a pivotal year for science-fiction and horror cinema. Eight beloved movies — “E.T.,” “Tron,” “Star Trek: Wrath of Khan,” “Conan the Barbarian,” “Blade Runner,” “Poltergeist,” “The Thing” and “Mad Max: The Road Warrior” — were released within six weeks.” Link here NYT.

3. EA vs. Progress Studies?

4. “As a percentage of annual income, Canadians have more mortgage debt than Americans had total household debt just before the GFC.

5. The changes to the California AI bill.

6. Bird flu update (NYT).

Are we overestimating the foreign-born population by about 2 million?

It seems so, here is one study from the Chicago Fed, by Kristin Butcher, Lucas Cain, Camilo Garcia-Jimeno, and Ryan Perry:

Standard estimates based on the main household survey used to shed light on labor markets—the Current Population Survey (CPS)—suggest that after a significant drop during the pandemic, recent rapid growth has brought the foreign-born population back to, or above, levels predicted by the pre-pandemic trend. However, we document that the weighting factors used to make the CPS nationally representative have recently displayed some unusual movements and conclude that standard estimates of the foreign-born population may currently be too high. We also show that recent labor market indicators are inconsistent with increased foreign-born induced slack.

Ive also read some privately-produced Zonda research, with a letter from the U.S. Census (neither on-line), basically supporting this conclusion, in the range of 1.7 million to 2.2 million.  So the current foreign-born population in the U.S. isn’t near as unprecedented as some people would like you to believe.

Extraordinary Labor Market Developments and the 2022-23 Disinflation

From a new NBER working paper by Steven J. Davis:

Two extraordinary U.S. labor market developments facilitated the sharp disinflation in 2022-23 without raising the unemployment rate. First, pandemic-driven infection worries and social distancing intentions caused a sizable drag on labor force participation that began to reverse in the first quarter of 2022, and perhaps earlier. As the reversal unfolded, it raised labor supply and reduced wage growth. Second, the pandemic-instigated shift to work from home (WFH) raised the amenity value of employment in many jobs and for many workers. This development lowered wage-growth pressures along the transition path to a new equilibrium with pay packages that recognized higher remote work levels and their benefits to workers. Surveys of business executives imply that the shift to WFH lowered average wage growth by two percentage points from spring 2021 to spring 2023. A direct inspection finds that average real wage growth from 2021 Q1 to 2024 Q1 in the U.S. economy was at least 3.5 to 4.4 ppts below the path suggested by pre-pandemic experience. This large shortfall in real wage growth aligns well with the interpretation of the 2022-23 disinflation offered here.

Of course this is an attempt to answer the question “why didn’t we have a recession?

Claude 3 for SCOTUS?

I would vote to confirm:

I decided to do a little more empirical testing of AI’s legal ability. Specifically, I downloaded the briefs in every Supreme Court merits case that has been decided so far this Term, inputted them into Claude 3 Opus (the best version of Claude), and then asked a few follow-up questions. (Although I used Claude for this exercise, one would likely get similar results with GPT-4.)

The results were otherworldly. Claude is fully capable of acting as a Supreme Court Justice right now. When used as a law clerk, Claude is easily as insightful and accurate as human clerks, while towering over humans in efficiency.

Let’s start with the easiest thing I asked Claude to do: adjudicate Supreme Court cases. Claude consistently decides cases correctly. When it gets the case “wrong”—meaning, decides it differently from how the Supreme Court decided it—its disposition is invariably reasonable…

Of the 37 merits cases decided so far this Term,1 Claude decided 27 in the same way the Supreme Court did.2 In the other 10 (such as Campos-Chaves), I frequently was more persuaded by Claude’s analysis than the Supreme Court’s. A few of the cases Claude got “wrong” were not Claude’s fault, such as DeVillier v. Texas, in which the Court issued a narrow remand without deciding the question presented.

Although I’ve heard concerns that AI would be “woke,” Claude is studiously moderate.

Here is much more from Adam Unikovsky.  A lot of people are still in denial, or not far enough along to even count as “denying.”

Monday assorted links

1. The publishing world is following in the footsteps of GOAT (NYT).

2. “most of the whistle-blowers I talked to did not see ethicists as their friends or allies…

3. Shakespeare wrote Shakespeare.

4. “Individuals who are unmarried and not in relationships at age 24 are extremely optimistic about the probability of having children, while married individuals have very accurate beliefs.

5. Human chain to move the books.

6. Louise Perry on eugenics.

7. The costs of RHLF are significant.

The Pentagon’s Anti-Vax Campaign

During the pandemic it was common for many Americans to discount or even disparage the Chinese vaccines. In fact, the Chinese vaccines such as Coronavac/Sinovac were made quickly and in large quantities and they were effective. The Chinese vaccines saved millions of lives. The vaccine portfolio model that the AHT team produced, as well as common sense, suggested the value of having a diversified portfolio. That’s why we recommended and I advocated for including a deactivated vaccine in the Operation Warp Speed mix or barring that for making an advance deal on vaccine capacity with China. At the time, I assumed that the disparaging of Chinese vaccines was simply an issue of national pride or bravado during a time of fear. But it turns out that in other countries, the Pentagon ran a disinformation campaign against the Chinese vaccines.

Reuters: At the height of the COVID-19 pandemic, the U.S. military launched a secret campaign to counter what it perceived as China’s growing influence in the Philippines, a nation hit especially hard by the deadly virus.

The clandestine operation has not been previously reported. It aimed to sow doubt about the safety and efficacy of vaccines and other life-saving aid that was being supplied by China, a Reuters investigation found. Through phony internet accounts meant to impersonate Filipinos, the military’s propaganda efforts morphed into an anti-vax campaign.

… Tailoring the propaganda campaign to local audiences across Central Asia and the Middle East, the Pentagon used a combination of fake social media accounts on multiple platforms to spread fear of China’s vaccines among Muslims at a time when the virus was killing tens of thousands of people each day. A key part of the strategy: amplify the disputed contention that, because vaccines sometimes contain pork gelatin, China’s shots could be considered forbidden under Islamic law.

…To implement the anti-vax campaign, the Defense Department overrode strong objections from top U.S. diplomats in Southeast Asia at the time, Reuters found. Sources involved in its planning and execution say the Pentagon, which ran the program through the military’s psychological operations center in Tampa, Florida, disregarded the collateral impact that such propaganda may have on innocent Filipinos.

“We weren’t looking at this from a public health perspective,” said a senior military officer involved in the program. “We were looking at how we could drag China through the mud.”

Frankly, this is sickening. The Pentagon’s anti-vax campaign has undermined U.S. credibility on the global stage and eroded trust in American institutions, and it will complicate future public health efforts. US intelligence agencies should be banned from interfering with or using public health as a front.

Moreover, there was a better model. It’s often forgotten but the elimination of smallpox from the planet, one of humanities greatest feats, was a global effort spearheaded by the United States and….the Soviet Union.

…even while engaged in a pitched battle for influence across the globe, the Soviet Union and the United States were able to harness their domestic and geopolitical self-interests and their mutual interest in using science and technology to advance human development and produce a remarkable public health achievement.

We could have taken a similar approach with China during the COVID pandemic.

More generally, we face global challenges, from pandemics to climate change to artificial intelligence. Addressing these challenges will require strategic international cooperation. This isn’t about idealism; it’s about escaping the prisoner’s dilemma. We can’t let small groups with narrow agendas and parochial visions undermine collaborations essential for our interests and security in an interconnected world.

Nat Friedman discusses Sora, and image wisdom

NF: Yeah, I interviewed the Sora creators yesterday, the day before on stage at an event and it was super interesting to hear their point of view. I think we see Sora as this media production tool, that’s not their view, that’s a side effect. Their view is that it is a world simulator and that in fact it can sort of simulate any kind of behavior in the world, including going as far as saying, “Let’s create a video with Ben and Daniel and Nat and have them discuss this,” and then see where the conversation goes. And their view is also that Sora today is a GPT-1 scale, not a lot of data, not a lot of compute, and so we should expect absolutely dramatic improvement in the future as they simply scale it up and thirdly that there’s just a lot more video data than there is text data on the Internet…

And then Andrej Karpathy, I was talking to him the other day too, and he said, “There’s something strange going on-”

[Ben Thompson] And a picture is worth a thousand words by the way, so the number of tokens there is just astronomically larger.

NF: He was exploring this idea that the world model and image and video models actually might better than in text models. You ask it for a car engine, someone fixing a carburetor and just the level of detail that can be in there is extraordinary, and maybe we made a mistake by training on the text extracted from Common Crawl and what we should do instead. I asked him for his most unhinged research idea. He said what we should do instead is train on pictures of web pages and when you ask the model a question, it outputs a picture of a web page with the answer and maybe we’d get way more intelligence and better results from that.

That is from his dialogue with Ben Thompson and Daniel Gross, gated but worth paying for.

Claims about Taylor Swift

Taylor Swift’s record-shattering Eras Tour is continuing to supercharge consumer spending as it enters its U.K. leg, suggesting that the Bank of England may not be out of the woods yet in its fight against inflation.

As hundreds of thousands of dedicated Swifties flock to London in August to see the singing sensation during her final U.K. dates, the economic boost could be enough to defer a possible September interest rate cut, according to investment bank TD Securities.

“We still anticipate a BoE cut in August, but the inflation data for that month might keep the MPC (Monetary Policy Committee) on hold in September,” the bank’s macro strategist, Lucas Krishan, and its head of global macro strategy, James Rossiter, wrote in a note Friday.

Here is more from CNBC, via D.  And recently Taylor Swift fans caused seismic activity at an Edinburgh show.