Substack

Showing posts with label Education. Show all posts
Showing posts with label Education. Show all posts

Saturday, October 4, 2025

Weekend reading links

1. Beneficiaries of George Soros and his Open Foundation.

Among the beneficiaries is Hungary’s Viktor Orbán whose Oxford scholarship was paid by Soros in 1989. Talk about no good deed going unpunished. Another kind of beneficiary is Scott Bessent, the US Treasury secretary, who ran Soros’s hedge fund for many years. Soros was the anchor $2bn investor in Bessent’s own hedge fund, Key Square Group, in 2015.

2. Chinese companies produce many AI tech components.

Image

3. Yogendra Yadav reviews Partha Chatterjee's new book, For a Just Republic: The People of India and the State. 

4. The US tariffs latest update.

Image
5. India's IT industry facts of the day
The top five Indian IT firms had free cash flows of nearly $13bn in the 2023-24 financial year, according to HFS Research. And Infosys said on September 11 it had approved a $2bn share buyback offer — a week before the Trump order. Yet the R&D to sales ratio for India’s IT industry is abysmal: 0.88 per cent on average, according to a 2024 report by India’s Ministry of Corporate Affairs.

6. China moves to restrict Ericsson and Nokia equipment in their telecom networks. 

Chinese state-backed buyers of IT equipment — which include mobile network operators, utilities and other industries — have begun more closely analysing and policing foreign bids. That process has required contracts by Sweden’s Ericsson and Finland’s Nokia to be submitted for “black box” national security reviews by the Cyberspace Administration of China where the companies are not told how their gear is assessed. The reviews by the powerful tech watchdog can stretch three months or longer. Even in cases where the European groups ultimately secure approval, the lengthy and uncertain audits often leave them at a disadvantage to Chinese rivals that face no such scrutiny, the people said... Beijing’s growing sales restrictions have collapsed Ericsson’s and Nokia’s combined market share in China’s mobile telecoms networks to about 4 per cent last year from 12 per cent in 2020.

Amidst these moves, Europeans have been half-hearted in their efforts to restrict Huawei and ZTE. 

Huawei and ZTE have retained 30 to 35 per cent of the European mobile infrastructure market, down only 5 to 10 percentage points from 2020, data from Dell’Oro Group shows. Germany has 59 per cent of installed 5G gear sourced from Chinese groups, according to John Strand of Strand Consult, even though the country plans to phase out high risk Chinese vendors by 2029.

7. FT writes on the wealth of the super-rich

When Forbes magazine released its first global billionaires list in 1987, just 140 names appeared on it. The 2025 version featured more than 3,000 people, worth a collective $16tn. Even allowing for factors such as the rise of China and over three decades of inflation, it is a staggering increase in both numbers and values; the net worth of Elon Musk, judged the world’s richest person in April 2025, was estimated at $342bn — compared with $295bn for the entire class of 1987. Globally, the average wealth of the top 0.0001 per cent of the population grew on average 7.1 per cent a year between 1987 and 2024, compared to 3.2 per cent for the average adult, according to Gabriel Zucman, a professor of economics at the Paris School of Economics and at the University of California, Berkeley... The top 400 wealthiest Americans had a total effective tax rate of 23.8 per cent of income in the years from 2018 to 2020, including individual income taxes, estate and gift taxes, and corporate taxes. In comparison, the rate for the wider US population was 30 per cent, rising to 45 per cent for the highest-earning workers.

Historically, asset-based taxes were the main revenue source for governments. Taxes on income in the UK, for example, were a mid to late-20th century phenomenon closely tied to the emergence of a welfare state. Now, as demographics worsen (with fewer worker and more retired people), the case for wealth taxes is becoming more compelling. 

8. How housing prices in the UK have changed over the last 35 years. 

Image
9. GCCs are cannibalising the business of India's IT services firms.
As GCCs grow, they are eating into the pie of IT services majors, both in terms of business and skilled talent... Out of the 200,000 tech roles in India in FY25, approximately 120,000 were in GCCs, with a 10–15% year-on-year growth, said Vikram Ahuja, co-founder of ANSR, a GCC solutions platform... The real evolution started with traditional companies coming in to set up true capability centres, like [department-store chain] JCPenney, [luxury-superstore chain] Saks Fifth Avenue, [lingerie retailer] Victoria’s Secret…They have no business to be experimenting with this concept. All airlines, hotel chains, car-rental companies are coming. So, it’s become industry agnostic. On the contrary, the more low-tech and the more traditional you are, the more the need [for a GCC]... Lloyds has hired over 2,500 engineers in Hyderabad within 14 months, with 95% focused on tech. At Barclays’ India operations, two–thirds of its tech workforce is now in-house—a stark jump from just about 33% a decade ago. Even Indian lenders are following suit. Just six months ago, RBL Bank achieved a 60:40 split between in-house and outsourced tech talent—a significant leap from the 35:65 ratio of a few years ago.

A major reason for the exit is the low and stagnant wages paid by IT services firms, even as the scope of work expands. 

Image
Private equity firms are betting big on Indian education, and their playbook mirrors a Western model—optimised for cost control, standardised for scale-up, and centralised for effective management... Both CBSE and state-board campuses face tighter fee caps and myriad state-level approvals. International boards like International Baccalaureate (IB) and Cambridge have a wider fee latitude and can levy “development” charges, creating room for upgrades and margins. The model makes money within India’s nonprofit rulebook. The school usually sits in a Section-8 entity to satisfy K–12 regulations. A for-profit services arm—typically charging 10–15% of school revenue through the likes of management fees, royalties, and infrastructure leases—operates on the side... 

Investors like GSF fall back on the same approach with each school: centralise leadership, trim excess, introduce standardised systems, and make visible infrastructure upgrades. But beneath the surface, the effects of this strategy vary sharply... While fee hikes have remained within the standard 5–10% range at premium schools like Sancta Maria (Rs 7–8 lakh in annual fees)—already operating near permissible ceilings—some lower-fee campuses could see steeper increases... Infrastructure investment varies significantly by operator and campus... The international school Manthan in Hyderabad saw 60–70% staff attrition after a 100% ISP acquisition... At TIPS Coimbatore, acquired by Globeducate, 20% of the staff left after the founder exited... Student numbers, too, fell by nearly a fifth at Glendale and Oakridge in the years after their acquisition... Pre-acquisition pay rises of 8–15% have been slashed to 2–7% under new management—standard practice in the West, but a sharp adjustment in Indian schools... The result: well-trained, experienced teachers leave, and classroom quality drops... The same Western-school playbook that made these operators successful abroad doesn’t map cleanly onto India’s hyper-competitive, founder-led education landscape.

Saturday, September 13, 2025

Weekend reading links

1. Some facts about how increasing intermittent renewable power is upending the electricity market in India. 
Real time market (RTM) volumes exceeded Day Ahead Market (DAM) volumes for the first time ever in Q1FY26 – a reversal, since DAM volumes have been much higher than RTM volume in the past. In June of Q1FY26, DAM prices fell from record peaks of around ₹6.95/unit in Q2FY24 to below ₹4/unit. Nine of the last 10 months have seen month-on-month declines in DAM prices. In the RTM market, prices dropped to nearly ₹0/unit between 7 am and 1 pm, and spiked to as high as ₹5/unit between 8 pm and midnight. This seems to be the norm during April-October. The diurnal variations are huge. On the same days, RTM units were sold at a few paisa/unit and also at above ₹5/unit... During sunlight hours, there are big surpluses. At night, shortfalls occur as solar no longer contributes and price surges. Peak RTM demand in summer typically occurs between 2000 and 2400 hours (8pm and midnight). Solar is off at that time. On most days in Q1FY26, night-time supply was 10 per cent below demand, with shortfalls reaching 90 per cent sometimes. Conversely, during peak solar hours (0700–1700 or 7 am–5 pm), supply was nearly three times the demand. RE capacity is scaling up at 25-30 Gw per year. There’s a case for a big push on the storage front, to ensure surplus solar units can be used at night.

2. Distribution of teachers between different school management.

Image
3. India's cost advantage in medical procedures is clear.
Image
4. FT long read about how a wave of middle-class Chinese migrants to Tokyo, described as Run-ri, seeking permanent residency in Japan, is slowly transforming the city. 

Chinese buyers propel Tokyo property prices beyond the reach of many Japanese. The government has been pushed to tighten the requirements for the “business manager” visas on which so many Chinese secure their residencies. Some predict a full nationalist backlash, pointing to the klaxons of xenophobia audible in July’s upper-house election campaigns… The number of foreign residents rose by an average of roughly 1,000 per day over the course of 2024, of which about 10 per cent were Chinese. By next year, according to some projections, the total Chinese population of Japan is likely to hit a million… 

There has also been a surge of Chinese enquiries for places in Tokyo’s international schools, to as much as 60 per cent of the total in some cases… the Branz tower, a huge block of high-end flats overlooking Tokyo Bay, of which about 20 per cent are believed to have been sold to people with Chinese names, according to local estate agents. A listing for a three-bedroom flat in a nearby tower displayed in the window of a Chinese-owned estate agent in Roppongi, has an asking price of ¥350mn ($2.4mn). Other newly built developments nearby, including a vast complex built as the athletes’ village for the Tokyo 2020 Olympics, have similar ratios of Chinese buyers…

As the Chinese community in Bunkyo has expanded, the children have begun to group together and do not speak Japanese outside school. Within school, it is already becoming a distraction… The most tangible impact has been on property prices in Tokyo — one issue over which populist Japanese politicians have been able to stoke public anger. The prices of higher-end apartments in the capital, and the land in central wards on which low-rise houses can be built, has risen significantly since 2022.

5. More from the brilliant John Burn-Murdoch, this time on how the progressives may be ceding ground to the conservatives by having less children.
Recent studies find that the left’s lack of concern over falling birth rates is likely to be pushing societies in a more conservative direction. Extending previous analysis of the interplay between political ideology and family formation, I find that the assumption that birth rates are falling across society in general is not really true. From the US to Europe and beyond, people who identify as conservative are having almost as many children as they were decades ago. The decline is overwhelmingly among those on the progressive left, in effect nudging each successive generation’s politics further to the right than they would otherwise have been. This may ultimately mean more curtailing of individual freedoms, not less. Of course, children do not inherit their parents’ politics wholesale, and each successive generation has historically tended to be more liberal than the last on social issues. But it is well established that children’s values are strongly shaped by those of their parents. A growing left-right birth rate gap will slow that liberalising conveyor belt, and could result in societies and politicians that are less liberal and less concerned with the environment than would otherwise be the case.
Image
6. China dominates EV sales across the developing world, with Vietnam and India being the exceptions. This is data from 2023 and 2024. 
Image
7. The rise and rise of government bond yields.
Image
8. Nvidia's market cap now exceeds FTSE, CAC, and DAX! (HT: Adam Tooze)
Image
In a 2023 report, Mr. de Boer and a colleague estimated that Delta’s SkyMiles program was the world’s most valuable loyalty plan, worth about $28 billion. Investors value Delta itself at around $40 billion, based on its stock price. The loyalty program at American is worth about $24 billion, while United’s is worth $22 billion, according to the report. At Southwest Airlines, which started as a low-fare airline but has become one of the country’s biggest carriers, the loyalty program is worth around $9 billion.

The airlines share little publicly about their loyalty programs, but American and Delta each received about $7 billion from frequent-flier programs last year and United about $6 billion, according to an analysis of financial filings by Jay Sorensen, who runs IdeaWorksCompany, a consulting firm that works for airlines and other aviation businesses. Those programs are supported in part by the millions of people who use airline credit cards and then earn airline points for spending. The banks that issue those cards buy those points from the airlines in bulk, typically spending many billions of dollars every year... Banks recoup that money by charging interest and fees to card users and from fees paid by retailers, restaurants and other merchants every time customers pay with credit cards. For the banks, airline cards bring in many customers who fly and spend a lot.

Last year, consumers spent about $186 billion on Delta-branded credit cards, according to an analysis of securities filings of American Express, the airline’s credit card partner. That was about 12 percent of global spending on cards issued by the bank. Delta said in a financial filing that cash sales of loyalty points to American Express were $7.4 billion in 2024, an 8 percent increase from the year before. 

Many travelers love the cards and loyalty programs. By earning status, they can board planes early, enter airport lounges and enjoy other perks. Racking up points for dream vacations or seat upgrades is a powerful motivator, too. Those benefits create what Dwight James, Delta’s senior vice president of loyalty, calls “an emotional bias” toward the airline... Loyalty programs have become so valuable that during the pandemic, American, United and Delta each used their programs as collateral to borrow billions of dollars. The companies were struggling because they had to ground many planes and others flew largely empty.

10. New York City is a big outlier among US cities, thanks to its intra-city mass transit and high FAR.  

Image
These numbers point to large amounts being taken out by foreign investors who invested earlier and have been exiting their positions.  
A lot of FDI that flowed into India from roughly the middle of the last decade, peaking in 2020-21, were in the form of private equity (PE) and venture capital (VC) investments – in diverse sectors, from retail, e-commerce and financial services to green energy, healthcare and real estate. Those who put in this money are now cashing out by selling the shares they had originally bought, either to other firms engaged in the same business or via initial public offerings by the investee companies. Such exits by investors seeking to monetise their profitable “mature positions” were valued at $24 billion in 2022, $29 billion in 2023 and $33 billion in 2024, according to Bain & Company. The American management consulting firm reckons about 59% of PC/VC exits in 2024 to have been through public markets that were, in turn, enabled by the rich stock valuations in India.

12. Labour-intensive exports made up 35% of India's exports to the US in FY25, down from 50% in FY19. However, the share of the US in each of them have risen in the period. 

Image
Textlies and food processing, in particular, are major employers.

Image
And also forms a major share of manufacturing wages.
Image
13. Tej Parikh writes that the US economy is already in recession based on several of NBER's economic indicators. 
Image
While private investment has shrunk, AI investments have propped up net investment. Total private fixed investment rose by about 3 per cent year on year in the second quarter, but it would have fallen by around 1.5 per cent if AI-related components were excluded.
Image
Health care and social assistance jobs made up 86% of the 598,000 jobs created in this Trump term till date.
Image
And household spending has been propped up by the well off households who also have been the beneficiaries of the stock market boom. 
Image
14. China and the US compared economically.
Its economy, while slowing, is still nearly 30 percent larger than America’s when one accounts for purchasing power. China has twice the manufacturing capacity, producing vastly more cars, ships, steel and solar panels than the United States and more than 70 percent of the world’s batteries, electric vehicles and critical minerals. In science and technology, China produces more active patents and top-cited publications than the United States. And militarily, it has the world’s largest naval fleet, a shipbuilding capacity estimated to be more than 230 times as great as America’s and is fast establishing itself as a leader in hypersonic weapons, drones and quantum communications.

The balance changes when compared with allies.

Together with economies such as Europe, Japan, South Korea, Australia, India, Canada, Mexico, Taiwan and others, there is no competition. This coalition would be more than twice China’s G.D.P. when adjusted for purchasing power, more than double its military spending, the top trading partner of most countries in the world, and would represent half of global manufacturing to China’s one-third. It would possess deeper talent pools, create more patents and top-cited research, and wield a degree of market power that could deter Chinese coercion. Allied scale would win the future.
Image

Monday, July 21, 2025

Bridging an important data gap in improving learning outcomes in India

Credible long-term performance measurement can be a powerful lever to transform systems. There’s a compelling case that the National Assessment Survey (NAS) (now PARAKH), administered nationwide by the NCERT, can be one such longitudinal data source. Started in 2001, it is a large-scale representative sample assessment of student learning outcomes in Grades 3, 5, 8, and 10, and is conducted every three years. 

A big frustration about school education policy making in India is the absence of credible learning outcomes data that can be compared over time and across geographies, and also which can be used to generate actionable insights for education system managers. The NAS can be an excellent source to address this deficiency. It can become the definitive source of data to design both pedagogy and school education policies at both national and, more importantly, at the state government levels.

But this would require certain important changes in the design, administration, and analysis of NAS/PARAKH. In particular, the following six measures are critical. 

1. The NAS should be conducted every year. The most useful takeaway from such surveys is often the directional trends with important parameters. Three years is too long a period for this data to generate meaningful and actionable takeaways. 

2. Instead of primarily being a mechanism for the Ministry of Education (MoE), Government of India, to compare performance across states, it should become a tool for state governments to understand where their schools stand and improve their education systems. India is too large and too diverse (in terms of the baseline of educational outcomes) to be able to derive meaningful, actionable inferences from nationwide surveys. Comparisons across states need only be a secondary outcome. 

3. Instead of being a centrally administered test, it may be more appropriate for NAS to be administered by state governments. This is necessary to ensure ownership by the state governments. To ensure the objectives are not compromised, it can be done by contracting with independent testing agencies using a standardised set of instruments. The contracts should be for 3-5 years to build capabilities, including at the supply side. 

ASER, for example, samples 600 households in each district through a two-stage randomisation process - 30 villages in the district and 20 households in each village. PARAKH 2024 was administered to 2.29 million students across 75,565schools. Tablets and digital technologies can be used extensively to administer these tests effectively. 

MoE can issue guidance on the instruments, administration and scoring of the tests, selection of independent agencies (including model RFP, contract agreement, etc.), analysis of the test scores/performance data, and analysis of the instruments for academic learning. This guidance can also help ensure comparability of the test data from different states. 

Alternatively, the NCERT must figure out ways to conduct the test in a collaborative mode with state governments and with their full ownership. This may be difficult given the legacy and NCERT’s own incentives and institutional culture. 

4. It should have two objectives: to evaluate test performance and to improve pedagogy. The former will be done by analysing the test scores, and the latter by analysing the responses in the instruments. The current NAS does little (or nothing) to directly address the latter. There’s a strong case that the latter is arguably more important. 

5. The test scores data should allow for the comparison of grade-wise and subject-wise performance across blocks and districts, and provide actionable insights for administrative-side improvement interventions/measures (analysis based on blocks, subjects, grades, gender, social groups, management, etc.). 

6. The student responses in the instruments, especially when they make mistakes, can offer important insights about how children understand concepts, and can help with academic-side improvements. It can help identify the most common types of mistakes made by students in each concept, and even why they are making those mistakes. This analysis can be used to create subject-wise and grade-wise libraries of the common mistakes for concepts mapped to the respective lessons. 

Given the critical importance of understanding concepts in achieving learning outcomes, this library can be an invaluable pedagogic tool for teachers. It can help teachers to make lesson plans and tailor their pedagogy to pre-emptively address the common misconceptions and mistakes that students tend to make. This library can be appropriately digitised and made available on Apps for teachers and students to engage with these concepts. 

The national and state councils for education research and training could build a body of pedagogic practices to remediate these common learning misconceptions and mistakes. The NCERT could develop a mechanism to bring together and compile a library of good pedagogic practices,

This can be called the Science of Learning (SoL) library, and can be continuously updated from the analysis of the emerging data from each NAS. It’s unlikely to vary significantly across states and can even be developed as a central SoL library by the NCERT and then made available to state governments to customise and adapt for their respective contexts. It can be a powerful global public good generated by India and is very useful in addressing the global challenge of lagging student learning outcomes.

The NAS/PARAKH instruments can be analysed to generate these academic-side insights. They must be shared with state governments. Given the effort put into administering NAS and its longitudinal nature, it is a great opportunity that must not be wasted. 

For a start, NCERT could share the instruments with state governments so that at least some interested states could analyse them to generate some versions of SoL libraries. The NCERT itself could create a dedicated unit with resources to analyse its vast repository of NAS student responses and build a SoL library on the lines mentioned above. 

A more comprehensive and practical agenda for school education reforms, covering these and more, aimed directly at improving student learning outcomes, is outlined here

Saturday, July 5, 2025

Weekend reading links

According to World Bank data, the share of R&D in GDP in India was 0.64 per cent in 1996, rose to 0.86 per cent by 2008, and has steadily fallen since, reaching 0.65 per cent in 2020. The same database shows a steady rise in China —from 0.56 per cent of GDP in 1996 to 2.56 per cent in 2022... In 2020-21, corporate sector accounted for 36.4 per cent of the total R&D expenditure. If one includes the public sector corporations, the share goes up to 40.8 per cent... Corporations in India do not appear to treat R&D as a major factor in their advancement. A detailed 2024 study on R&D by the 1,000 largest listed companies, conducted by the Office of the Principal Scientific Adviser to the Government, offers revealing insights. According to this report, in 2022–23, R&D spending amounted to over 6 per cent of turnover in defence and pharmaceutical companies, around 3–4 per cent in automobiles and healthcare, marginally over 1 per cent in auto-components and heavy electrical equipment, and well below 1 per cent in the remaining 24 sectors covered in the study.

2. Public funded research laid the foundation for Ozempic and Wegovy.

Today, millions of Americans take Ozempic, Wegovy, Mounjaro or one of the other new blockbuster diabetes and weight-loss drugs. Thank Uncle Sam — and a slow, venomous lizard that can survive on just a few meals a year. In 1980, Dr. Jean-Pierre Raufman, a researcher studying insect and reptile venoms at the National Institutes of Health, discovered that venom from the Gila monster had a pronounced effect on the pancreas, prompting it to release a digestive enzyme. This piqued the interest of Dr. John Eng, an endocrinologist at the Veterans Affairs Medical Center in the Bronx, who worked with Dr. Raufman to isolate and identify a novel compound, exendin-4, in the lizard’s venom. A synthetic version of the compound, which stimulates insulin production and slows stomach emptying, was approved for the treatment of diabetes in 2005. It was the first drug in the now booming class of medications known as GLP-1 receptor agonists, which are being studied for their potential to treat a wide range of conditions, including kidney disease, Alzheimer’s and alcohol use disorder.

The article has eight other examples of public funded innovations that have transformed our lives today. 

3. Are Chinese brands now going global?

From Stockholm to Sydney, the electric car gliding silently by is increasingly likely to be Chinese. Mixue, a purveyor of ice-cream and cold drinks, has dethroned McDonald’s as the world’s largest fast-food chain by number of outlets. It is expanding in South America, as is Meituan, a Beijing-based delivery app. Chagee, a chain of tea shops, is on track to have at least 1,300 stores outside China by the end of 2027, mainly in South-East Asia; a few years ago it had barely any. And Pop Mart, a Chinese toymaker, has created a buzz worthy of Disney around its strange grinning (or are they grimacing?) nine-toothed dolls, called Labubus. Fans include Rihanna, a pop star, and Sir David Beckham, a retired footballer.

4. Ruchir Sharma points to three ways in which the US stock market run may be stopped.

There are however three ways this buoyancy might break: the AI narrative shifts again, given that companies are investing hundreds of billions of dollars in AI infrastructure, without quite knowing who will profit, or when. Economists prove uncharacteristically more right than the market about the threat of lower growth and higher inflation from tariffs. Or investors come to realise that the apparent strength of US consumers and corporations is a mirage — the flip side of the massive and rising US government deficit.

5. Martin Sandbu points to the return of financial repression, or the process of steering financial flows to where the government (and not the market) wants them to flow.

Rumours of a “Mar-a-Lago accord”, which would manage the dollar’s value down while forcing global investors to discount and lock in lending to Washington, has produced shocked disbelief by other countries. But it is not just Mar-a-Lago: several policy proposals have surfaced recently that can fairly be grouped together as measures of financial nationalism. These include a tax on remittances, levies on foreign investment stakes by nations with policies Washington disapproves of, and the promotion of dollar-denominated stablecoins and looser bank leverage regulations... China... has retained a non-convertible currency and manages its exchange rate. It uses a network of state-controlled or state-influenced banks, corporations and subnational governments to steer the flow of credit to outlets indicated by various economic development doctrines favoured by Beijing over the years... 

The influential reports of former Italian prime ministers Enrico Letta and Mario Draghi have emphasised that the EU sends several hundred billion euros abroad every year when there are huge domestic funding gaps. This invites policymakers to adopt measures to redirect financial flows. So does the agenda to unify national financial markets. The aim of making the euro a more attractive reserve and investment currency has also been invigorated by Trump’s seeming disdain of the dollar’s role. A big EU-level borrowing programme suddenly looks at least conceivable, and an official digital euro is on the way. In parallel, the UK is trying to coax pension funds to put more savings in the hands of British businesses.

6. Tamal Bandopadhyay charts the impressive 70 years of State Bank of India.

On June 30, 1955, the last day of the Imperial Bank, it had ₹210.94 crore of deposits and ₹116.24 crore credit. The size of the Indian economy at the time was ₹10,977 crore. By March 2025, India’s GDP has risen 3,000 times – ₹330.68 trillion. During this period, SBI’s deposit portfolio has grown 25,000 times, to ₹53.82 trillion, and advances, 35,800 times, to ₹41.63 trillion. In the past 70 years, the bank’s income has risen from ₹8.50 crore to ₹5.24 trillion, and profit, from ₹1.36 crore to ₹70,901 crore. In 1955, it had paid ₹90 lakh as dividend; for FY25, the figure is ₹14,190 crore. The number of employees, too, has risen – from 14,388 to 236,226; profit per employee has grown from ₹90,000 to ₹29,91,000, and branches from 469 to 22,397... 

The SBI has the largest mutual fund under its belt; boasts the second-largest credit card portfolio; and its life insurance arm is among the largest in the private sector. Two of its 18 subsidiaries are listed. On an investment of ₹6,200 crore, the current valuation of the subsidiaries is at least ₹3.5 trillion. Its share in bank deposits is 22.5 per cent and credit, 19.5 per cent. In different business segments, such as retail loans, home loans, et al, its market share varies between 20 and 30 per cent. And, its share in the Pradhan Mantri Jan Dhan Yojana, the world’s largest financial inclusion scheme, is around 30 per cent... with a ₹15.06 trillion retail book, it has at least 25 per cent market share. Ditto for home loans. While it entered the mortgage business late, with a ₹8.3 trillion mortgage book, it is now breathing down the neck of HDFC Bank Ltd, which holds the portfolio of HDFC Ltd following the merger of the home lender with it.

7. Amidst all its industrial prowess, China has lagged behind in high quality industrial products which require precision and engineering excellence, like ball bearings and carbon fibre. 

High-end ball bearings are crucial for reducing friction in everything from high-speed trains and tunnel boring machines to electric vehicles, humanoid robots and drones... for machinery like offshore wind turbines — which are now being built close to 200-metres tall and need to last for around 25 years — bearing manufacturers face “incredible reliability requirements” as their products must withstand “huge” amounts of weight and pressure. While China is by far the biggest single ball bearing market in the world, the $53bn global bearing industry is dominated by Sweden’s SKF along with Germany’s Schaeffler, US group Timken and Japanese companies NSK, NTN and JTEKT... carbon fibre composite cascades, which are used in an engine’s casing to help aircraft land safely. Japanese group Nikkiso has a market share of 90 per cent.

Image
8. Ravaged by the uncertainties induced by Trump policies, the dollar has had its worst first half year since 1973!
Image

9. Another Trump legacy, NSF grants have declined by 51% on a ten-year average, falling below a billion dollars in the first half of the year.
Image
10. Adam Tooze links to this important graphic, about the falling employment in America's biggest companies over the years.
Image
11. Luis Garciano has a great tweet thread (HT: Marginal Revolution) that points to possible limitations of AI in creating very high incremental growth.
The more successful a technology becomes, the less it matters economically. Revolutionary technologies shrink their own importance precisely through their success... Consider history's greatest productivity miracle: artificial light. In 1800, one hour of reading light cost more than a day's wages. By the 1990s, we produced the same light using 1/3,000th the energy. The price fell 40,000x. Modern homes flood with light that would seem miraculous to anyone from 1800. We leave lights burning carelessly, illuminate entire cities all night. Yet lighting is now a trivial fraction of the economy. Total victory made it economically irrelevant. When productivity crushes prices, quantity must rise proportionally to maintain economic weight. But we don't use 40,000x more light than in 1800. Maybe 100x. Human demand has limits. griculture tells the same story. In 1900: 38% of workers, 15% of GDP. Today: 1% of workers, under 1% of GDP. We produce far more food with 98% fewer workers. But we don't eat proportionally more just because food is cheap.

This reveals AI's first constraint: demand inelasticity. When AI makes something essentially free, we don't suddenly want infinite amounts. There's only so much text to generate, images to create, routine tasks worth automating. Second constraint: Baumol's Cost Disease. As AI makes some tasks hyperproductive, wages rise everywhere. But nursing, teaching, therapy, plumbing can't be automated. These sectors must match rising wages without productivity gains. They grow expensive and dominate the economy. Third: O-Ring (named after Challenger). Modern services depend on weakest human link. A restaurant with AI-optimized everything fails if the waiter is terrible. An AI-designed building collapses if contractors mess up. Humans remain the bottleneck.

This explains why technologists and economists can't agree. Epoch sees engineering problems to solve with better AI. Economists see structural forces. You can't engineer away the limits of human demand or the need for human judgment in critical roles. The question isn't "Can AI substitute for humans?" It's "What happens when it does?" History's answer: Automated tasks become economically trivial while the economy reorganizes around what remains human. Growth is constrained by what's hard to improve, not what we do well.

Like electric light, AI will generate massive consumer surplus - the gap between what we'd pay and what we actually pay. But consumer surplus doesn't show up in GDP. The lighting revolution transformed civilization yet its economic footprint nearly vanished. Steam, electricity, computers delivered enormous benefits while their economic importance shrank through success. AI will transform society profoundly. But 20% GDP growth? History says no.

Garciano has a full post here.

12. The impact of the Big Beautiful Bill in the US.

It imposes steep cuts on Medicaid for America’s poorest to partly fund tax cuts for its wealthiest. Between 11mn and 16mn would lose health insurance. Millions more would lose food assistance. The bottom 10th of Americans would sacrifice $1,600 a year while the top 10th would gain $12,000... Depending on the estimate, Trump will be adding between $3tn and $4tn to the US national debt over the next decade... His budget robs tomorrow to help the rich today.

On the definitive event of the week, the passage of the Big Beautiful Bill (BBB) in the US. Its impact.

Image 

13. Luring manufacturing back to the US is facing a labour market problem.

The pool of blue-collar workers who are able and willing to perform tasks on a factory floor in the United States is shrinking... About 400,000 manufacturing jobs are currently unfilled, according to the Bureau of Labor Statistics... Difficulty attracting and retaining a quality work force has been consistently cited as a “top primary challenge” by American manufacturers since 2017... Many Americans aren’t interested in factory jobs because they often do not pay enough to lure workers away from service jobs that may have more flexible schedules or more comfortable working environments... Attracting motivated young people to manufacturing careers is also a challenge when high school guidance counselors are still judged by how many students go on to college. College graduates, on the other hand, often do not have the right skills to be successful on a factory floor. The country is flooded with college graduates who can’t find jobs that match their education, Mr. Hetrick said, and there are not enough skilled blue-collar workers to fill the positions that currently exist, let alone the jobs that will be created if more factories are built in the United States... the number of young people going to vocational schools and community colleges... is dropping, not growing.

14. More on China's weaponisation of its manufacturing prowess.

In a setback to Apple’s India expansion plans, Foxconn Technology Group has been sending hundreds of its Chinese engineers and technicians back home from its iPhone factories in India, it is learnt... According to sources in the electronics industry, the Foxconn move may have been prompted by the Chinese government’s focus on strengthening its supply chain. They also point out that some Chinese equipment makers, which had identified land for smartphone plants in the country, have shelved their plans. There’s signalling from the Chinese side that technology for making machines for new products should remain within their country. Also, there are reports of the Chinese Customs indefinitely holding key machines, which are required to be retrofitted on the assembly lines to make iPhone 17 in India.

15. An important sub-plot in the US-Vietnam trade deal which imposes 20% tariffs on Vietnamese imports and double that on those transshipped from there. 

Tran Quang, an executive at a home fragrance company that exports nearly all of its products to the United States said that he supported the steeper duty on transshipment because it could help Vietnamese businesses facing unfair competition from Chinese companies that have invested in Vietnam to escape tariffs. “There are a lot of small Chinese guys who come to Vietnam just to relabel their products before exporting to the U.S.,” he said. Trade and investment from Chinese companies have helped bolster economic growth in Vietnam and the region, but Southeast Asia is struggling to beat back the torrent of goods from China that are putting domestic companies out of business...

The lack of information so far released about the Vietnam deal makes it impossible to fully gauge its impact, experts said. Transshipment could refer to products that originate in China. It could also include things that are made in Vietnam but have a certain percentage of Chinese parts. But if the limits on Chinese components end up being strict, American companies could move their production out of Vietnam, said Matt Priest, chief executive of the Footwear Distributors and Retailers of America, a trade group. “If it’s too onerous or difficult to comply, companies won’t use the opportunity to grow sourcing in Vietnam,” he said. “They may even head back to China if it’s price competitive.” ... The restrictions on the amount of Chinese content in exported products also place a burden on local customs officials who have never been asked to scrutinize exports so closely, raising questions about how effective they will be. Some countries have even discussed setting up entirely different supply chains for the United States.

16. Finally, declining reading levels across countries.

Research published in June by the UK’s National Literacy Trust (NLT) shows that children’s reading enjoyment has sunk to its “lowest point in two decades”. While 62.7 per cent of children aged 5 to eight said they enjoy reading, only 32.7 per cent of children between eight and 18 said they gained “very much” or “quite a lot” of pleasure from it. This is 18.7 percentage points lower than 20 years ago and 1.9 percentage points down from 2024. The decline in the UK is emblematic of a global trend seen across the western world. In the US, according to the National Assessment of Educational Progress, 14 per cent of children reported reading for fun almost every day in 2023, down 3 percentage points from 2020 and 13 from 2012.

Image

Saturday, April 26, 2025

Weekend reading links

1. Revival of manufacturing in the US faces a collective action problem! It's good as long as I'm not working in manufacturing.

Image
Interestingly, real value-added by US manufacturing has risen sharply even as employment has fallen.
Image
This is also reflected in the shift up the value chain in the sectors involved. 
Image
Since 1990 America has lost over 5mn manufacturing jobs. In that time, it has gained 11.8mn roles in professional and business services, and 3.3mn in transportation and logistical activities, linked to multinational supply chains.

2. One of the most important requirements for a deal between two parties is the space available to negotiate and their credibility as negotiating partners (preferably in terms of track record). If you present the other side with an egregiously unacceptable deal, then it virtually eliminates the likelihood of a deal even before the negotiations have started. 

The Trump administration appears to have erred in two very high-profile negotiations. The magnitude of the tariffs imposed on China and the subsequent public posturing may have made it impossible for the Chinese to not retaliate. On the same lines, the contents and the tone of the letter to Harvard and the track record of Columbia's submission failing to win reprieve on the release of funds meant that Harvard could not but reject the proposal. This tweet describes it nicely. 

Bullies can't make deals. 

3, Tyler Cowen makes a good point

The inconvenient truth, for China, is that its scale relies upon American power and influence. The Chinese export machine, for instance, requires a relatively free world trading order. The recipe to date has been “mercantilism for us, free trade for everybody else.” Yet Trump threatens to smash that framework. If the world breaks down into bitterly selfish protectionist trading blocs, China will be one of the biggest losers. After all, where will the Chinese sell the rising output from their factories?

4. Financial markets and Liberation Day

Image
5. Daron Acemoglu looks ahead to America in 2050 and finds an empire that has collapsed. He explains the foundations of the American century. 

American economic success in the era after the second world war depended on innovation, which in turn relied on strong institutions that encouraged people to invest in new technologies, trusting that their inventiveness would be rewarded. This meant a court system that functioned, so that the fruits of their investments could not be taken away from them by expropriation, corruption or chicanery; a financial system that would enable them to scale up their new technologies; and a competitive environment to ensure that incumbents or rivals couldn’t block their superior offerings. These kinds of institutions matter under all circumstances, but they are especially critical for economies that rely heavily on innovation... A basic pillar of the American century was the country’s ability to shape the world order in a way that was advantageous for its own economy, including for its financial and tech industries... Democracy’s bargain everywhere, and especially in the US, was to provide shared prosperity (economic growth out of which most people benefited), high-quality public services (such as roads, education, healthcare) and voice (so that people could feel they were participating in their own government). From around 1980 onwards, all three parts of this bargain started to fall away.

Unsurprisingly, given his research focus on institutions, he traces America's decline to the erosion of its institutions, which gathered pace during the Trump administration. He foresees increasing business concentration and dominance by the Big Tech firms which come to a head in early 2030s resulting in a massive crash and economic collapse. 

But the real extent of the damage became clear only with the tech meltdown of 2030... After Trump lifted all roadblocks ahead of AI acceleration and cryptocurrency speculation, there was initially a boom in the tech sector. But within a few years the industry had become even more consolidated than before, and both insiders and outsiders came to realise that only companies favoured by the administration could survive. Gargantuan incumbents began crushing rivals, first by using their financial might, then by luring competitors’ workers and innovators (who curiously stopped producing valuable patents once they had joined these mega-firms) and ultimately by stealing their intellectual property. By this point, US courts had lost most of their objectivity, and because the mega-firms were the administration’s friends and allies, they benefited from favourable rulings even when they were blatantly stealing from smaller competitors and engaging in predatory pricing and vertical foreclosure to drive them out of the market. By late 2029, many commentators were questioning what was going on in the tech industry, which had invested heavily in AI but had little to show for this in terms of innovation or productivity growth.

6. In a brilliant essay, Sarah Churchwell compares today's America to that of the Great Gatsby's.  

During the novel’s composition, Fitzgerald immersed himself in reading about Oswald Spengler’s The Decline of the West. Spengler wouldn’t be translated into English until after Gatsby’s publication; Fitzgerald was gleaning his ideas for it from other writers. But he assimilated Spengler’s vision of a world where power-hungry leaders rose from cultures grown cynical and spent — ideas the Nazis later appropriated. Fitzgerald recalled responding to Spengler’s sense of civilisational senescence — what he described as “gang rule . . . the world as spoil”. Fitzgerald absorbed from these sources a pervasive sense of cultural decline, where hope feels both essential and doomed... Gatsby reaches beyond the moral failures of its characters to expose carelessness as a political force. This includes not only the oligarchy’s immunity from consequence, but also the way extraction was equated with success. The unheeding brutality of so-called world-builders has returned most recently in the dark fantasies of Trumpism, and in Silicon Valley’s fatuous motto, “move fast and break things”...

Exploiting anxieties about cultural collapse and demographic shifts, Trumpism frames progress as decline, insisting America must forcibly reshape itself to resemble a mythologised past. If there is a philosophical undercurrent to this panic, it is the same ambient declinism revived by today’s “Dark Enlightenment” ideologues — neo-reactionaries who dress authoritarian nostalgia and rigid hierarchy in the guise of pragmatism. These movements posture as intellectually serious but offer only recycled grievance, cherry-picked from a deeply unserious reading of history. ​The Dark Enlightenment advocates for replacing democratic institutions with authoritarian governance led by a powerful executive, often likened to corporate management... Some Dark Enlightenment thinkers tout “accelerationism”, which seeks to hasten the breakdown of current systems to pave the way for authoritarian governance... People such as Thiel, Elon Musk and Donald Trump seem to find democracy vexatious because it is a theory of power-sharing. Tech moguls who glorify efficiency and advocate “exit” from democratic accountability imagine themselves natural rulers, reasserting hierarchies that protect their privilege. Ironically, of course, it is the very democratic and economic infrastructures they scorn as obsolete that enabled their rise.

7. Good primer on wealth tax, with focus on the UK.  

8. Rote learning and concepts remain the focus of India's school education system. 

Image
9. Globalised supply chain as illustrated by car manufacturing in the US (HT: Adam Tooze). 
Image
Image
11. Ruchir Sharma makes an important point about how US multinationals have been among the biggest beneficiaries of globalisation. 
The big losers are likely to be the biggest beneficiaries of globalisation — American multinationals. As barriers to trade and capital fell in recent decades, US corporations increased profits much faster abroad than at home. Profit margins for S&P 500 companies had held steady since the 1960s. Then margins nearly doubled to around 13 per cent after 2000, coinciding with China’s entry into the WTO. Many US giants generated “supernormal” profits, far higher than their developed world rivals, by cashing in on the appeal of American brands and outsourcing production to nations with the cheapest costs. Today, US multinationals generate more than 40 per cent of their revenue abroad. The biggest gainers were manufacturers, which on average pay their workers overseas 60 per cent less than staff at home. 

Now, American businesses will think twice before setting up new factories abroad and decisions will not be driven by the straightforward logic of maximising profitability. The large multinationals in particular will see profit margins under constant pressure. Amid anger over tariffs, “Made in America” is attracting more controversy than customers. Two in three Germans say they are avoiding US products. Social media campaigners are organising boycotts in Sweden and France. No nation is more irate than Canada, where consumers are switching from US to Japanese whisky, cancelling US streaming services and calling off trips to their southern neighbour.

12.  The rise and rise of gold

Image
13. Amidst the Trump trade war and the backlash against Chinese imports across countries, Beijing must accommodate a similar ‘China Shock’ underway in the Chinese domestic economy due to the decline in its labour-intensive manufacturing. Rising wages, increasing automation, and stiff overseas competition, coupled with the trade wars are strong headwinds. As an illustration, China’s share of footwear exports has slipped from 70 per cent by 10 percentage points over the decade. 
Image

Vietnam and Indonesia have been big beneficiaries of the migration of labour-intensive manufacturing, gaining more than 10 million jobs since 2011. Their exports have grown at 12.3% and 8.2% respectively from 2019-23. 

Analysis of 12 labour-intensive manufacturing industries between 2011 and 2019 by academics at Changzhou University, Yancheng Teachers University and Henan University found that average employment shrank by roughly 14 per cent, or nearly 4mn roles, between 2011 and 2019. Roles in the textile industry shrank 40 per cent over the period. An FT analysis of the same 12 sectors between 2019 and 2023 found a further decline of 3.4mn jobs… China shares of the export of 10 labour-intensive products — including home fixtures, furniture, luggage, toys and others — peaked at nearly 40 per cent in 2013, according to figures compiled by Hanson at Harvard Kennedy School. Hanson’s figures show that China’s share of the combined 10 goods had fallen to less than 32 per cent by 2018…

Beijing risks experiencing the same “China shock” that it imposed on advanced manufacturing nations after its entry to the World Trade Organization in the early 2000s, when orders migrated en masse from more expensive hubs to the cheap and efficient factories of Guangdong and other provinces. Now, the cheaper factories are in countries like Vietnam and Indonesia where exports have surged… Gordon Hanson, a professor at Harvard Kennedy School… points to the example of Martinsville, in the US state of Virginia, the onetime “sweatshirt capital of the world”, where in 1990 as many as 45 per cent of working-age adults were involved in manufacturing. The majority of those jobs “just disappeared” as the town failed to reposition its economy, he says — and today the poverty rate is double that of the nation.

Amidst the declining labour intensity, automation and robots have taken off in China, encouraged by President Xi’s vision of “new productive forces” - high-tech machines run by smart systems to develop sophisticated products. Besides, automation also improves productivity and allows Chinese companies to remain competitive. 

Image

Amplifying automation are demographic trends. China’s working-age population peaked at over 900 million in 2011 and is estimated to decline to 700 million by 2050. The decline, coupled with rising education levels, means that youth are reluctant to work on production lines. While all this creates employment opportunities and consumption, the problem is with the large numbers of workers who will be displaced and are not equipped to seize the emerging opportunities.

14. The death of Pope Francis has been accompanied by articles on his legacy. For a start, he was unique in many ways.

The Argentine prelate was the first pope from the Jesuit order, bearer of a centuries-old tradition of challenging authority and operating with relative independence from the Vatican. He was not only the first pope from Latin America and the western hemisphere, but the first non-European pontiff since the Syrian-born Gregory III (731-741). In this respect, his elevation to the Holy See on March 13 2013 reflected the steady movement of Roman Catholicism in modern times from its historical heartland of Europe to the Americas, sub-Saharan Africa and Asia.

More importantly, his 12-year tenure saw intense debates on several important areas like sexual behaviour, clerical morality and the liturgy. 

In the last months of his reign, Francis lashed out at the Trump administration’s plans for “mass deportations” of migrants... Another powerful example was his 2015 encyclical, Laudato sì (On Care for Our Common Home), a document that for the first time placed concern for the environment on the same level as human dignity and social justice in Vatican doctrine... If such language was guaranteed to raise the hackles of climate change sceptics, no less heated was the conservative response to Amoris Laetitia (The Joy of Love), an apostolic exhortation that Francis published in 2016. Less authoritative than an encyclical, in that it set out a possible course of action rather than binding Vatican doctrine, this document raised the possibility of allowing divorced and remarried Catholics to receive the sacraments — a significant break with Catholic tradition... Francis came under frequent conservative attack for his decision to reverse a 2007 initiative of Benedict and reimpose restrictions on the celebration of some sacraments according to old Latin rites. Yet Francis was no darling of progressive Catholics, either. Many regarded his approach to issues such as homosexuality and the role of women in the Church as too cautious.

His tenure, however, was widely critiqued among the conservative Maga Catholics in the US who were worried that the reforms were deviating from the Bible and the original teachings. They denounced Francis as a spokesman for a liberal cosmopolitan elite and hope that the death of the pope will mark an end to his reformism.  

Distrust of Francis was particularly widespread among the “Maga” Catholics, a group that combines support for Trump’s populist, nationalist agenda with an embrace of Christian orthodoxy and deep suspicion of liberal trends in the church... “Trump has boosted Catholicism by reaffirming some essential things, such as border protection, the defence of human life and the fact there are only two genders,” said John Yep, leader of Catholics for Catholics, a political campaign group. “That was good for Catholics and that’s why 58 per cent of Catholics voted Republican in November.”... Traditionalists were particularly angered by Amoris Laetitia, his 2016 apostolic exhortation, which raised the possibility of allowing divorced and remarried Catholics to receive the sacraments. They also denounced his 2023 decision to approve blessings for same-sex couples, his advocacy of action against climate change and his welcoming approach to migrants. For conservative Catholics who had always been uncomfortable with the reforms of Vatican II, his hostility to the Latin mass was particularly hard to accept.

The rise of MAGA populism among Catholics is an indicator of certain long-term rightward shifts in the US. 

“The clergy that has graduated from seminaries in the last 10-20 years [in the US] tends to be more conservative,” said Janna Bennett, chair of the Department of Religious Studies at the University of Dayton, Ohio. She noted the role played by institutions such as the Franciscan University of Steubenville, in Ohio and Ave Maria University in Florida, both of which have a conservative reputation and have provided a pipeline of aspirant priests and lay ministers with a traditionalist mindset. According to a survey published in 2023 by the Catholic Project, a research group at the Catholic University of America, more than 80 per cent of priests ordained since 2020 described themselves as theologically “conservative/orthodox” or “very conservative/orthodox”. The researchers said that while theologically “progressive” and “very progressive” priests made up 68 per cent of new ordinands in the 1965-69 cohort, that number had today “dwindled almost to zero”. It is no surprise, then, that Pope Francis became such an irritant to many American Catholics.

15. Chris Miller makes the case for component-based tariffs in the case of semiconductor chips.

An iPhone might be assembled in China, but most of the key components are from elsewhere. There is a precedent here in watches, where the tariff rate is calculated based on components like batteries and wrist-straps. The Biden administration previously considered imposing component tariffs on Chinese chips, before backing off, worried about the complexity. Yet imposing component tariffs on chips from China — which produces less than 3 per cent of chips in US supply chains — is far easier than imposing tariffs on all foreign chips.

16. Finally, China's policies with its neighbours are an important reason for the hard limits to its influence in Asia. Consider the example of setting up fish farm installations in international waters in the Yellow Sea, which are part of the country's 'grey zone' tactics to bully neighbours in their territorial waters and establish claims

Chinese companies started building large-scale deep-sea fish farms in 2016 for Norwegian companies raising salmon in the Atlantic Ocean. Construction on the first Yellow Sea installation, the Shenlan 1, began in 2018 in the “provisional measures zone”, a disputed area in the Yellow Sea where Chinese and South Korean exclusive economic zones overlap. It was built by Wanzefeng Group, a fisheries company based in eastern Shandong province. A second structure, the Shenlan 2, was installed last year in the PMZ by a joint venture between Wanzefeng and state-owned Shandong Marine Group, despite Seoul’s protests. South Korea dispatched a marine research vessel last month to investigate but was forced to turn back after an hours-long stand-off... some observers warned that such actions in disputed waters could be a precursor for more solid territorial claims. “They put their fishing vessels and fish farms there with subsidies and infrastructure support, and after a while they use the fact of that presence to underpin a historic claim,” said a senior government official in the Philippines, which has repeatedly clashed with China in the South China Sea. 

That stance has also been endorsed by some Chinese observers. Current affairs blogger Shijiu Chen Nianhuashe wrote last month: “On the surface, we are building ordinary fish farms. But in fact, this is a smart move to increase our actual control in these disputed waters.” Nam Sung-wook, a professor at the Graduate School of Public Administration at Korea University, said a chain of Chinese structures in the Yellow Sea could ultimately obstruct South Korean or Korea-based US naval vessels from accessing the East China Sea in the event of a conflict in the Taiwan Strait. “We should have taken action sooner,” Nam said. “If any country doesn’t respond to such territorial issues immediately, it becomes a fait accompli.”