Weekend reading links

1. Are people overreacting to small struggles?

When asked if they would consider someone experiencing typical fluctuations in mood (described as broad happiness but occasional moments of worry, frustration or loss of confidence) as having a mental illness, more than half of young Americans say yes, up from just a fifth 15 years ago.

2. A picture of state finances.

3. The promise of quantum computing.

Quantum computers can transcend the limitations of the traditional binary computer bit, which can exist in two states, denoted by zero and one. By contrast, quantum bits, or “qubits”, can exist in both those states at once. This allows quantum machines to survey multiple potential solutions simultaneously, rather than dealing with them one by one like a conventional computer. One analogy is a maze. Where a quantum computer can examine the whole map to find a way through, a traditional machine will keep exploring dead ends until it finds the route. Quantum computers’ superior processing power should make them better able to generalise from small amounts of data and sift through multiple complex patterns...

But many companies are already experimenting with the technology because of its promised leap in capability, predicting early uses for the machines in areas such as chemistry and materials science. The idea is that because of their own workings and structure the computers will be better able to analyse and predict chemical behaviour determined by atomic and subatomic interactions governed by quantum rules. In a sense, they will be speaking the same language rather than translating an analysis into a string of ones and zeros as a traditional computer does. As a result, a sufficiently powerful quantum machine should in theory be adept at predicting the interactions between drugs and living cells that determine whether a new pharmaceutical will work. Such possibilities have already led tech companies to pair up with industrial groups.

4. India's trade account in a nutshell.

In 2025-26, its exports of services, at $421.3 billion, was close to the export of goods worth $446.1 billion. On the other hand, imports of goods ($783.4 billion) were way above the imports of services ($204.7 billion). Thus, while India recorded a merchandise trade deficit of $337.3 billion, it had a surplus of $216.6 billion on the services account.

5. Brilliant article by Simon Kuper on how football came to be dominated by Western Europe.

Western Europeans didn’t start by asking, “How can we win the World Cup?” Instead, they pursued a different goal: making amateur football cheap and widely available. The intended outputs were happiness, community and public health. Winning World Cups was a byproduct... I began playing football aged six, in 1976, after moving from London to Leiden in the Netherlands. Most Dutch boys I met belonged to a football club... The little Leiden region had dozens of football clubs. Some fielded 20 senior teams, seven teams of under-eights and so on. Many people built their identity and social life on being the right-back or linesman of the 14th team. The Netherlands in the 1970s reached two World Cup finals. Everyone played and understood how to play. Football is geometry — about creating space when you have the ball, and shrinking it when you don’t. That knowledge is all around you in western Europe, unlike in Asia, Africa, the US or Brazil... In 2017, the average Dutch person lived 1.6km from a football field. Neighbouring Germany’s football federation is the world’s largest sports association, with more than 7.7mn members...

As a father, I raised three footballers in Paris, now the game’s deepest talent pool. Almost all Parisian suburbs, or banlieues, have well-kept sports complexes, with artificial fields, used nonstop: at half-time of any amateur game, children storm on to the field for a kickaround. So structured is the system that my son had to earn a coaching diploma to train his little club’s under-eights. His own beloved coach, Mustapha Sangaré, who only joined a football club aged 15, now plays for Bulgaria’s Levski Sofia and Mali. He is far from an anomaly: almost 100 players across all squads in the current World Cup were born in France and just under 70 in the Netherlands.

In another article Tej Parikh looks at why China and India does so badly in football.

This is a striking statistic, pointing how globalised football has become and how the leading European clubs have become the feeding grounds for national teams. 

At this World Cup, more than 72 per cent of players appear for a club outside the country of their national team, and almost one in four are foreign born. (More than half of Cape Verde’s squad was born outside the nation and ply their trade in various European leagues.)

6. In what will prove to be a dramatic decision, DP World, which operates the Jebel Ali port that has been paralysed by the closure of the Strait of Hormuz, is reportedly planning to build a new port and a container terminal on the UAE's eastern coastal area of Fujairah. 

Shifting some of the port’s capacity outside Dubai marks a seismic change for the emirate, which has established itself as a global trade and finance hub partly off the back of Jebel Ali’s growth... But DP World’s plans align with a broader UAE government initiative to attempt to bulletproof its economy against future hostilities with Iran by reducing its dependence on the strait, where shipping has been disrupted by Iranian drones and missile strikes since the US-Israeli attack. The new project would deepen DP World’s presence on the Gulf of Oman, allowing containers to enter and leave the country without having to pass through the strait, before moving them on trucks overland to Dubai, Abu Dhabi and neighbouring Gulf countries. Since the war began at the end of February, Iran has fired nearly 3,000 drones or missiles at the UAE — more than any other country... DP World’s plans underline how the Iran war has forced governments and companies in the region to reconsider infrastructure and economic corridors developed on the premise that there would be uninterrupted passage through the strait.

7. Rote memorisation in schools is celebrated in China.

The guidelines to the gaokao, an exam for 18-year-olds and the world’s largest standardised test, describe memorisation as “the most basic level of ability”, placing it first among six traits that include comprehension, analysis and synthesis, appreciation and evaluation, expression and application, and inquiry. At the simplest level, the Chinese script itself, which operates at the level of the syllable and involves thousands of individually meaningful characters, requires years of memorisation... It is hard not to draw a contrast with the English-language west, where rote memorisation has taken on a faintly pejorative meaning. More than a century and a half ago, at the height of Britain’s industrial age, Charles Dickens was skewering the “facts alone are wanted in life” approach of fictional educator Gradgrind in the novel Hard Times.

8. Trump's makeover of the US State Department. 

Abandoning the precedent of the past 60 years, Trump has brushed aside the foreign service officers who have typically run at least two-thirds of embassies. Of the 101 nominations for ambassadorships in his second term, just nine were career diplomats. All this is against the backdrop of swingeing cuts to the department, whose workforce has shrunk by more than 3,000, over 20 per cent, since Trump resumed office.

9. China's remarkable success in reducing air pollution by 60% since 2013. 

10. Interesting that the IT sector explains half the difference in productivity growth between the US and EU.

Strikingly, even though the tech sector was only 9.2 per cent of US GDP, against 5.4 per cent of the EU’s, almost half of the difference in productivity growth between the two economies was explained by differences in the relative size of this one sector. Moreover, productivity growth in the EU’s (relatively small) tech sector was also measured as being lower than in the US one. So, overall, the tech sector alone accounts for well over half of the overall difference in growth of GDP per head.

This is important

Life expectancy for US men was 76.5 in 2024, against an average of 80.5 in comparable high-income countries. For women, it was 81.4 against 84.8. That is despite spending a far higher proportion of its GDP on health. The US homicide rate was 5.9 per 100,000 in 2023, against 1.3 in France and 0.9 in Germany. Its prison population was 542 per 100,000 in 2023, against 130 in France and 69 in Germany. Thus, if one takes a wider view of human welfare, the US is very far from superior.

11. China reports the lowest quarterly growth rate in decades at 4.3% for the second quarter of 2026. Industrial production and exports are propping up growth, even as consumption declines.

Retail sales added just 1 per cent in June from a year earlier, while fixed-asset investment was down 5.7 per cent year on year for the first half of the year, compared to 4.1 per cent in the first five months. Industrial production, one sign of strength, grew 5.3 per cent last month on a year earlier... Separate data on Tuesday showed exports soared 27 per cent year on year in June, adding to signs of reliance on trade to support economic activity... Julian Evans-Pritchard, head of China economics at Capital Economics, noted that the GDP data brought it “closer in line” with the consultancy’s alternative measure, which has been around 3 per cent.

Underlining the importance of exports, there was a surge in China's EV exports in June.

China’s monthly car exports rose to a record 1mn cars in June as part of an overall surge in trade that will heighten tensions with partners such as the EU. Shipments of cars rose 71.2 per cent from a year earlier to 1.06mn, putting the country on track to export more than 10mn cars this year, up from 7.1mn last year and more than double the 4.9mn in 2023. The surge in exports comes as domestic sales slow sharply following the phaseout of EV subsidies and a decline in demand for fuel-powered cars... The wave of Chinese exports has been driven by lower-cost cars boasting superior software, further threatening carmakers from Japan, South Korea, Europe and the US... China’s exports of rare earths in June fell 34 per cent year on year and 6.4 per cent in the first half, following tight export controls on the minerals, which are essential for high-technology products... The NBS’s Wang said China’s exports of green energy-related products such as lithium batteries and wind turbines increased 37.6 per cent and 35.6 per cent, respectively, during the first half.

And this highlights how production and exports have sustained growth.

Industrial production rose by 5.4 percent in the first six months of the year, versus the same period last year. High-tech manufacturing rose by more than 13 percent over that period. But fixed asset investment — which includes infrastructure, property construction and manufacturing — fell by 5.7 percent. Real estate development dropped 18 percent. The value of China’s exports surged by more than 20 percent in the first half. But consumer spending, which a Moody’s Analytics report said “remains the economy’s weakest link,” faltered. Retail sales of consumer goods increased by 1.3 percent over the first half of the year.

12. Ruchir Sharma holds that peak China was reached in 2021, and since then it has been a story of decline, papered over by exports and AI.

Since then, China’s share of global GDP has fallen in nominal terms from 18 to 16.5 per cent, while the US share has risen to 26 per cent. China’s growth rate has dropped below the rest of the world, including the US. In real terms, independent estimates now put China’s growth in real terms closer to zero than to the official target of 4.5 to 5 per cent... China’s population also peaked in 2021. Last year, births hit a record low, and deaths hit a record high. The working-age population is on pace to shrink by 75mn every decade this century... After adding little in the 2010s, net exports now account for about a third of the country’s growth, driven mainly by AI-related goods... And though every country now hopes for an AI-driven productivity miracle, the expected boost in China is about a third of a percentage point by 2030, hardly enough to halt its decline.

13. India agriculture statistics

If one looks at the growth areas in agriculture in the 12 years between 2011-12 and 2023-24, production of paddy and wheat rose by just 27 per cent. Fruit and vegetable production rose by 52 per cent, and milk production by 85 per cent, even though they did not receive any substantial support by way of subsidies or minimum support price procurement by the government. The true growth areas in agriculture are out of direct central government support and depend largely on producer enterprise... In 2023-24, the value of output of cereals (mainly paddy and wheat) was ₹8.5 trillion, while the value of the largely cooperative-controlled milk sector was ₹12.2 trillion.

14. Outbound corporate investments from India on the rise.

Indian companies have announced overseas equity investments worth more than $14bn in the first four months of the fiscal year that began on April 1, compared with $18.7bn in the previous 12 months. The outflows come as foreign investors flee India’s markets at the fastest pace ever this year, pulling out more than $23bn as of the end of June over a lack of AI champions.

15. Simon Kuper on Lionel Messi.

On the field, Messi sees everything. All his career, he ignored the ball for the first five minutes and instead walked around, memorising the position of each opponent and the spaces between them. But now he spends almost the entire game walking and scanning. When he breaks into a run, his teammates know he has seen an opening. They play to serve him. When he moved to the right wing against Egypt, seeing space there, the team remade itself around him. Argentina, two goals down after 78 minutes, won 3-2. Scaloni said afterwards: “We were not the ones who told him to go out to the right.” Messi moved right again against England and again Argentina came back to win.

16. The AI-boom is spilling over to energy sector.  

Initial public offerings for energy firms raised $12.6bn in the first half of this year, according to data firm Dealogic. That marks the highest half-year level since the peak of the dotcom bubble in late 1999 and the highest first-half figure on record. It is well above 2025’s full-year total of $4.3bn. The surge in fundraising comes as access to the vast amounts of energy needed to run data centres emerges as a bottleneck in a multi-trillion-dollar AI investment boom... US electricity demand is projected to increase 39 per cent between 2026 and 2035, according to consultancy ICF, in large part due to ballooning demand from data centres...

Companies that have been able to raise money on public markets include those involved in complex, capital-heavy projects such as nuclear and geothermal power plants, while investors have also been willing to back businesses trying to develop new technologies... “This is a moment in which speculative projects are being funded and underwritten,” said Julien Dumoulin-Smith, a Jefferies research analyst covering power, utilities and clean energy. “They’re not just limited to venture capital or private equity.”... Nearly two-thirds of the energy companies that floated this year and last are now trading below their offer price, according to Dealogic. That compares with less than 40 per cent of IPOs across all sectors that are underwater.

And Wall Street Banks are already AI trades. 

Four of the five big Wall Street banks reported yesterday: JPMorgan Chase, Bank of America, Citigroup and Goldman Sachs (Morgan Stanley chimes in today). The numbers were outstanding, as one would expect in a quarter when markets whipped around and big deals were done. In aggregate, equity and debt trading revenue at the four hit $38bn, up more than a third from a year ago and 60 per cent higher than two years ago. Investment banking fees, at $10bn on the quarter, have grown almost as much... It is AI that has markets churning and drives capital-raising. The banks are another example of the false “broadening” of the stock market that has also driven up industrial and utility stocks in the past few years. All these sectors have lived, and could die, with AI.

And their profits are not confined to the US, with even Asia becoming a major source.

Equities trading in Asia is helping power a record-breaking run from Wall Street’s banks, with the region on course to surpass Europe as the industry’s second-largest source of revenue behind the US. In the past 12 months, clients of large investment banks have ploughed into companies in Asia that provide critical infrastructure to the AI semiconductor industry, including South Korean SK Hynix, Taiwan’s TSMC and China’s Cambricon Technologies... In the most recent quarter, the largest investment banks collectively reported an unprecedented $25.7bn in earnings from equities trading and called out Asia as a crucial factor in the growth.

17. Even by the low standards of Trump 2.0, this is surely an outrageous example of private profiteering from public office. 

Donald Trump’s social media company has discussed charging traders and investors as much as $100,000 a month for faster access to the US president’s posts on his Truth Social platform. Trump Media & Technology Group (TMTG) has quoted the six-figure monthly sum in talks with prospective buyers of the “Truth API” data service, according to people familiar with the matter. Proprietary trading firms and hedge funds pay huge sums for ultrafast data feeds because every millisecond counts when reacting to market-moving news. Trump often makes major announcements on Truth Social that trigger huge fluctuations across global markets... TMTG, which is majority owned by the Trump family, controls Truth Social...

A pitch sheet circulated by TMTG to promote Truth API, seen by the FT, lists 10 “documented market-moving posts” from the president’s Truth Social account. On April 9 2025, for example, the document says Trump’s “THIS IS A GREAT TIME TO BUY!!!” post “restored” $4tn to the market capitalisation of the S&P 500. Trump’s post in early June that the US would hit Iran “very hard tonight” caused a 6 per cent intraday jump in oil prices, the document says. “When @realDonaldTrump Truths, the world reacts,” the document continues. “No comparable signal exists. No official API has ever been offered. Until now.” Trump has also touted specific stocks, complimenting companies such as Nvidia and Apple and fuelling rallies in their share prices. More recently after the outbreak of the war with Iran, Trump posted on March 23 that there had been “very good and productive conversations with Iran”, sending oil prices falling sharply.

Weekend reading links

1. Europe too has its chokepoints over China and the US.

A group of experts called the Geostrategic Europe Taskforce last week published a report which “identifies 41 critical chokepoints where China depends on the EU for more than 80 per cent of its imports, and 67 such dependencies for the United States. These span essential inputs including insulin, pharmaceutical intermediates, medical technologies, and specialised machinery for agriculture, paper production, and industrial processing.” And the German economic think-tank Dezernat Zukunft has also just released a study highlighting that “Europe has more cards than it thinks. We control 80 per cent of US uranium imports. Siemens dominates the turbines US data centres desperately need.”

2. US and Western VCs are struggling to exit their China investments.

Ten of the biggest buyout firms with investments in China including KKR, Blackstone and CVC had zero publicly disclosed complete divestments from mainland Chinese portfolio companies in 2025, according to data from providers PitchBook and Dealogic.

3. Declining attention spans.

A 2022 survey by King’s College London found that 49 per cent of UK adults feel their attention span is shorter than it used to be. Forty-seven per cent feel “deep thinking” has become a thing of the past. Studies that monitor people’s attention in their real-world environment show that since 2004, the average time people stay focused on a single task has dropped from about 2.5 minutes to roughly 47 seconds, according to data tracked in Attention Span, a book by Gloria Mark, professor of informatics at the University of California, Irvine.

4. South Korean stock markets rose 76% last year to become the best-performing major market. 

Retail investors have bought a net Won6.3tn ($4.3bn) of locally listed stocks since the start of 2026, according to Korea Exchange, the country’s securities market operator. In addition, they have pumped Won13tn into Korean ETFs, helping boost the benchmark Kospi by 35 per cent this year and making it one of the world’s best-performing stock market indices for the second year running... The number of individual active stock trading accounts in Korea topped 100mn for the first time last month — the equivalent of roughly two accounts for every member of the population. Deposits held at retail brokerages, reserved for stock purchases, hit a record Won103tn this month, up from Won87tn at the end of last year. Margin balances (the funds investors have borrowed from brokerages to buy stocks) have also surged to a record at Won31.5tn.

5. The MAGA right and progressive left converge in their opposition to emerging AI trends.

AI opposition spans the political spectrum. Democrat Senators Bernie Sanders and Elizabeth Warren warn against corporate power concentration and job displacement, while Maga strategist Steve Bannon and Republican Senator Josh Hawley spread warnings about the dangers of empowering tech billionaires... The list of grievances being raised against AI is varied. At the local level, communities are fighting the construction of data centres that they worry will disrupt resources such as water, land and electricity... Meanwhile, in Hollywood, celebrities have launched the “Stealing Isn’t Innovation” campaign against the use of creative work for AI training, and parents, along with 37 state attorneys-general, are pressing for accountability after Grok, xAI’s chatbot, facilitated the generation of non-consensual nude images of women and children.

6. China announces restrictions on exports of rare earth magnets and other critical minerals, in the guide of "dual-use materials", to dozens of Japanese companies, especially vehicle makers.

7. Contrary to Elon Musk's claims that space-based data centres are three years away, they may be decades away.

Google’s satellite-based data centre initiative, Project Suncatcher, estimates that launch costs would need to fall below $200 per kilogramme (a sevenfold reduction from current levels) before this becomes economically viable. That threshold isn’t expected until the mid-2030s. Even if costs do fall, the components required — including radiation-hardened servers, on-orbit communications infrastructure and in-space servicing capabilities — do not yet exist at commercial scale. Adding to the conundrum, orbital data centres turn routine IT management into a complex space systems problem. On Earth, a failed server can be replaced in minutes. In orbit, that task requires either sophisticated in-space servicing or acceptance of degrading performance and stranded capital that becomes orbital debris as components age and fail. Burning satellites up when they become obsolete is not environmentally neutral: the process injects metal particles into the upper atmosphere where they can affect winds, temperatures and ozone chemistry.

8. On the importance of manufacturing for national economic development.

Most successful development stories — from Britain’s Industrial Revolution to South Korea’s transformation to China’s ascent — have run through the factory floor. Manufacturing drives productivity through economies of scale that services struggle to replicate. It generates innovation spillovers that ripple through entire economies. It enables countries to access global markets at a scale services cannot match. And contrary to fears about automation eliminating manufacturing jobs, countries like China demonstrate that manufacturing can absorb hundreds of millions of workers even as robots proliferate... Digital platforms, financial services, and business process outsourcing... cannot replace manufacturing’s role as the engine of sustained productivity growth and structural transformation...

Between 1750 and 1950, the West’s establishment as the world’s economic hegemon was fundamentally a process of becoming the world’s manufacturing hegemon. Since 1950, this pattern has persisted with remarkable consistency. A World Bank study published in 2008 identified 13 countries that sustained annual growth rates of 7% or higher for a period of 25 years or longer. Among these growth miracles, only two — Botswana and Oman, both small countries with highly idiosyncratic economic structures — achieved this without manufacturing-led development... recent data by the UN Industrial Development Organisation (UNIDO) arrive at similar conclusions. In their Industrial Development Report 2026, they highlight that 64% of growth episodes over the last 50 years can be directly attributed to manufacturing... Manufacturing firms spend heavily on research and development (R&D), generating strong innovation spillovers throughout the economy. In fact, manufacturing is attributed to 53% of global R&D activity. Manufacturing provides the material foundation for innovation, creates demand for new technologies, and enables the accumulation of productive capabilities that underpin further innovation.

9. Britain has a peculiar worsening trend in graduate fortunes. 

10. Good illustration of how regulations may be stifling European business environment. From Pieter Garciano

The whole point of the AI Act, is to create an extremely consistent and level playing field across all of Europe to allow like companies to face a much larger market straight away. The problem is that because of directives, the actual enforcement of a given law is left to the member state and the member states are ordered to create their own regulatory bodies. So for example, in the case of the AI Act, every single member state is ordered to have a notifying authority and an enforcement authority... these different regulators, they talk to each other, but they’re not necessarily forced to agree with each other... And so you have cases where the Irish regulations happened with GDPR, the Irish Data Protection Authority said to Meta, this is excellent. You can do X or Y. And then the Austrian and German data protection authorities disagreed and then fine Meta billions of euros. And so, this is a case where the law, even if you agree with the intent of the law, the way it’s currently being executed, which is through directives, makes it so that you’re going to always get an extremely high friction and fragmented regulatory system... They currently have, I think the count is between these four laws, they’ve created 270 different tech regulators... And that of course has really distortionary effects as well for what kind of basically very large fixed cost. And so if you’re a large company, if you’re a Google or a Meta, you have a thousand guys in your Brussels compliance office and they’re really good at this. But if you’re a smaller company, then you actually really struggle with figuring out what the 270 different bodies want you to do.

European regulators have been influenced by beliefs against big corporations and their market power, which explains both their anti-trust actions against Big Tech and refusal to approve European mergers like those between Siemens and Alstom.  

11. China is leading the race for humanoid robots, including those which resemble human beings and mimic their facial expressions while talking. This is a real advance.

Galbot’s silvery humanoid folds T-shirts, retrieves a bottle of water from a shelf and rolls walnuts about in its hands. Developing multifunctional hands has been a major challenge for robot makers, requiring advanced sensitivity and a high density of mechanical components. The Beijing-based company says its robots can be used for household tasks or in retail contexts such as shops and pharmacies... Galbot, backed by Chinese battery giant CATL, also showed its humanoid picking up irregular shards of broken glass, suggesting “integration of perception, grasp planning, and controlled force and precision, differentiating the performance from purely staged movement”, according to analysts at Morgan Stanley.

12. Is the National Green Tribunal (NGT), the primary appellate authority against orders of the Ministries of Environment of state and central governments, becoming a captive of ease of doing business?

Between 2020 and 2025, of the 329 appeals filed by citizens and activists against the grant of clearances by the Government, only in 20% (65 cases), did the NGT rule in favour of the appeal. Conversely, when the project’s proponents appealed against the denial of clearances by the government, in nearly 80% (126 of 160) of the cases, they secured relief. This is not a historical norm. Data from 2016-2019 shows a more balanced era where relief for both sides hovered between 18% and 31%. This pro-project trend has accelerated sharply in the last 24 months. Between 2024 and 2025, only 7% of appeals challenging clearances were successful. In contrast, 88% of industry-led appeals against clearance rejections got relief... of the 264 unsuccessful citizen appeals during 2020–2025, a significant portion was dismissed on technical grounds, labelled “time-barred” for more than 90 days delay in filing. The rest were dismissed as “not tenable,” or lacking “any merit.”

13. Excellent article by Richard Hurowitz on how gum arabic, a sap that comes from the acacia tree, is fuelling the civil war in Sudan, joining Sierra Leone's blood diamonds and DRC's cobalt in fuelling their respective civil wars. 

Found in everything from soft drinks and candy to cosmetics and pharmaceuticals, gum arabic is a critical ingredient for Coke and Pepsi and gives an M&M its distinctive shell. Commonly listed as E414 on labels, it’s an ingredient in pet food, chewing gum, lipstick, pill capsules and throat lozenges... the groves of Sudan’s subsistence farmers produce 70-80 per cent of the global supply. And no one has yet found an effective synthetic substitute. Sudan exported some 60,000 tonnes of its “white gold” in the year prior to the conflict. It is no surprise, then, that multinationals have been stockpiling gum arabic since the civil war started... 

It is also, tragically, being used to finance what the UN has declared the world’s worst humanitarian disaster. Since April 2023, Sudan has been engulfed in a civil war between the government in Khartoum’s Sudanese Armed Forces and the rebel Rapid Support Forces. The war has drawn in foreign powers including Saudi Arabia, the UAE, Turkey, Russia and Egypt... The crisis in Sudan dwarfs any other current conflict on every measure... According to a former US envoy, over 400,000 people have died. More than 15mn have been displaced. Tens of thousands of Sudanese have been massacred, there is widespread sexual violence and a man-made famine has sent millions into starvation... Both sides have used the commodity to finance their efforts... and the SAF continues to export what it can while the RSF smuggles its supplies abroad... The RSF controls large portions of the main gum-producing regions in Darfur and Kordofan where they have looted warehouses, seized shipments and imposed fees on harvesters and traders. Tens of millions of dollars’ worth of gum arabic has been stolen, smuggled and sold to finance their military operations. At the same time, the SAF controls Port Sudan, where taxes on gum arabic exports fill its coffers with revenue.

14. The killing of Nemesio Oseguera, the leader of Mexico's Jalisco New Generation Cartel (CJNG) has once again drawn attention to Mexico’s pervasive drug gang problem.

Weekend reading links

1. Indian software industry productivity facts

Over the past decade, India’s top five outsourcing companies have managed to raise labour productivity by less than 2 per cent annually because of their squeamishness to put more fixed capital behind human effort: The average value added by an employee has risen to roughly $40,000 a year, from $34,000 in 2015. The modest gains are going to labour, although not at the entry level where salaries have been stagnant. Profit per worker, in my calculations, has been practically unchanged in dollar terms.

2. Concentration in the VC industry.

The top 10 most valuable private companies, including OpenAI, ByteDance, Anthropic and SpaceX, have been sucking up funding mega-rounds and are collectively valued at $2tn. The top 10 most active VC funds, including General Catalyst, Andreessen Horowitz, Sequoia and Accel, are heavily focused on AI. “The most influential investors are essentially running concentrated AI funds, not diversified portfolios,” CB Insights concluded. 

One other significant difference today is how the Big Tech companies are reshaping the start-up universe given their overlapping roles as suppliers, customers, competitors, funders and acquirers. The Magnificent Seven US tech companies — Nvidia, Alphabet, Microsoft, Amazon, Apple, Meta and Tesla — dominate the tech landscape in a way that was not the case at the dawn of the internet era. These giant companies are massive allocators of capital in their own right, investing almost as much as the entire VC industry. They also provide start-ups with AI software, cloud computing services and direct investment funding through their own sizeable corporate venture capital arms. But they are furiously rolling out AI themselves in sectors as varied as video generation, healthcare, autonomous driving and scientific discovery. Every time a giant AI company releases a new generative AI model, scores of undifferentiated start-ups shrivel up and die.

3. Oil industry trends 

Oil executives seem to not only be balking at the risk of having assets nationalized but also expressing a view that has become standard across the sector: Big new projects have to survive intense scrutiny. Venezuela’s tar-like oil has to be diluted to flow through a pipeline. It has to be upgraded locally before it even gets to a refinery. That’s a multi-billion-dollar expense. For most of the past 15 years, Big Oil was focused on projects — such as drilling for North American shale oil — that have a quick and predictable payback, even though their production drops off steeply after the first year. To some extent, the companies deprioritized projects such as those in offshore oil, or heavy crude deposits like Venezuela’s, that keep producing at low cost for 10 to 20 years but require more upfront investment to bring online.

So a lot of oil came from fields that were low in risk but relatively high in cost. According to Rystad Energy, a research company, in 2024 North American shale had a break-even cost of $45 a barrel. That was expensive compared with offshore deepwater ($43), offshore shelf ($37) and onshore Middle East ($27). From 2014 to 2024, daily crude production in the United States increased 71 percent, while production in the rest of the world actually decreased a couple of tenths of a percent, according to data in the Statistical Review of World Energy 2025. That’s changing a bit. North American shale is beginning to be tapped out, although the oil majors are using advanced technology to get more oil out at lower costs. Since around 2022, when Russia invaded Ukraine and oil prices spiked, the oil majors have shifted some of their interest back toward higher-risk, longer-payout projects in parts of the world where the oil is cheapest — not North America. Exxon and Chevron have explored bidding on exploration opportunities in Libya. Last year, Chevron signed an agreement in principle to develop Iraq’s vast Nasiriyah oil field and other assets. Exxon is also in discussions with Iraq.

Interesting that Trump is forcing his oil companies to invest in a country that has historically been univestable despite its abundance of oil reserves, one reason being the high cost of extraction of the country's heavy crude (costs $70 to extract a barrel, when oil sells for $58). 

4. In 2017 when Donald Trump said he was going to pull the US out of the Paris Agreement, this was the reaction of corporate America.  

“Today’s decision is a setback for the environment and for the US’s leadership position in the world,” wrote Lloyd Blankfein, Goldman’s then chief executive, in his first post on what was then Twitter. Facebook’s Mark Zuckerberg agreed, saying the move was “bad for the environment, bad for the economy, and it puts our children’s future at risk”. Tesla’s Elon Musk and Walt Disney’s Bob Iger both quit White House business advisory councils. At Apple, Tim Cook said he had tried but failed to persuade Trump to abandon a move that would have “no impact on Apple’s efforts to protect the environment”. And other corporate leaders spoke out with equal force.

Last week he announced US exit from both the 34-year old parent of the Paris Agreement, the UN Framework Convention on Climate Change, and the UN's 38-yar-old Intergovernmental Panel on Climate Change, it was met with silence from the same people. 

5. China violates Taiwan's airspace with a drone for the first time,

A Chinese surveillance drone entered the airspace of Pratas, a Taiwan-controlled island in the South China Sea also known as Dongsha, for four minutes on Saturday. The unmanned aerial vehicle was a WZ-7 known as ‘Soaring Dragon’ according to a Taiwanese national security official. It flew at an “altitude outside the range of our air defence weapons and left following warnings Taipei broadcast via international radio channels”, Taiwan’s defence ministry said in a statement... “China has found another soft spot,” said Kitsch Liao, an associate director at the Atlantic Council’s Global China Hub. “They can repeat this to demonstrate that they can enter Taiwan airspace with impunity. And what do you do if they start flying lower and lower? If you decide to shoot the drone down when it comes into range, China can blame Taiwan because it didn’t do anything before.”

6. Ishan Bakshi makes some very important points on the central government's tax revenues on the back of the lowering of corporate taxes in 2019, the rejigging of the personal income tax slabs in the Union Budget of 2025-26, and the GST rate rationalisation of late 2025.

The net impact of these fiscal steps — even as the direct and indirect tax base has significantly expanded over the past decade — is constrained finances, forcing governments to restrain expenditure, despite the bluster of lavish spending. The estimates of the extent of revenue foregone due to these tax cuts vary considerably. Nonetheless, they are quite significant. For the corporate tax cuts, the initial estimates pegged the revenue foregone at Rs 1.45 lakh crore, while in the case of the income taxes, it was around Rs 1 lakh crore. For GST, while precise estimates are difficult to arrive at, they will reflect slowly in tax collections... Over the past decade, the Centre’s tax collections have barely inched upwards – net tax revenues were 7.2 per cent in 2014-15 and were budgeted at 7.9 per cent in 2025-26. Collections may, in fact, end up being lower this year.

7. Tim Harford writes about smart fitness tracker watches and their health behaviour tracking. 

...in a study conducted with behavioural scientists Linda Chang, Erika Kirgios and Sendhil Mullainathan. The researchers asked a simple question: “Do we decide differently when some dimensions of a choice are quantified and others are not?” The answer emerged loud and clear from a series of experiments: yes, we do. Whenever experimental subjects were offered a choice between two options, they would tend to favour whichever option looked better on numerical measures and overlook qualities that were expressed as graphical elements, letter grades, star symbols or in words (“moderate”, “excellent”, “highly likely”). This was true whether the choice was between hotels, job applicants, conference locations, public works projects, restaurants or charitable causes. Numbers loomed large. What was quantified, got attention. This matters because fitness trackers purport to excel at quantifying some things and do not pretend even to quantify others. If quantification fixation applies, we would expect to see such trackers systematically pushing people towards the quantified behaviour at the expense of other things.

And the perverse incentives generated from such health behaviour tracking.

Larger studies strongly suggest that fitness trackers do not usually hinder weight loss, but the surprising and disheartening finding is an example in miniature of the quantification-fixation problem. In this case, both groups were equally active, but those using a fitness tracker were getting automatic, effortless validation of their effort, which they could then use to justify more indulgent eating. The lead researcher, John Jakicic, speculated at the time: “People would say, ‘Oh, I exercised a lot today, now I can eat more.’ And they might eat more than they otherwise would have.” Calorie counting is joyless, easily fudged — and not automated by the watch. We’re all familiar with the tendency to be virtuous in one aspect of our behaviour, then let ourselves off the hook somewhere else — choosing a healthy salad, then using it as permission to order dessert. Psychologists call this behaviour “self licensing” and fitness trackers encourage it by supplying us with asymmetric data. We are told how much we moved, but not what we ate. We get stark feedback on heart rate and step count, but the tracker looks the other way if we order french fries and a glass of beer.

8. Tej Parikh thinks that China will win the AI race with the US. I think this piece is one of the least persuasive ones from Parikh.

9. As anti-immigration and nationalism trends rise, it is likely that US companies will show increasing preference for US-born chief executives. 

Foreign-born CEOs already face a more difficult time than native ones. Academic research shows they are held to a higher standard for performance and are more likely to be dismissed when things are going wrong. They also have to work harder to prove their legitimacy and trustworthiness. In politicised environments, the margin for error becomes smaller.

10. The continuous weakening of rupee despite the combination of low inflation, high GDP growth rates, and low current account deficit (around 1% of GDP) can be traced to the worsening trade balance and weak FDI inflows. 

Merchandise imports averaged about $62 billion a month in 2025, far exceeding exports of roughly $37 billion and leaving a $25 billion trade deficit. Although services exports offset much of this gap, weak goods exports and a rising import bill — driven in part by higher gold and silver prices — have skewed demand towards dollars... In 2025, foreign portfolio investors (FPIs) withdrew about $19 billion from Indian equities on a net basis — the worst outflow on record... Gross FDI inflows have been stuck at around 1.7 per cent of GDP since early 2023, well below the 3 per cent seen in the mid-2000s... Between January 2024 and October 2025, gross FDI inflows averaged about $7 billion a month, while withdrawals ran close to $4 billion, leaving net inflows of barely $3 billion — negligible for a $4 trillion economy. Once rising outward investment by Indian firms, averaging $2-3 billion a month, is taken into account, the picture worsens. In effect, India has received close to zero net FDI each month over the past 22 months.

In fact, net FDI has been negative for last three months. 

Data shows that net FDI in November was negative $446 million, compared with negative $1.67 billion in October.

11. Disinvestment facts for India.

Lowering the government’s stake to 51 per cent in 78 listed public-sector enterprises (PSEs) could unlock value worth about ₹10 trillion.

12. Ashok Gulati has a summary of the food subsidy.

In the case of rice, the economic cost hovers around Rs 42/kg, and for wheat, it’s around Rs 30/kg to FCI. It gives 5 kg of free rice or wheat to about 813 million people under the PM Garib Kalyan Yojana. Roughly 56 per cent of the country’s population of around 1.5 billion is covered. The introduction of point of sale (POS) machines in more than 5 lakh fair price shops (FPS) was a significant reform of the Modi government. It helped to reduce massive leakages in PDS. But how rational is giving free food to 56 per cent of the population, when, according to the World Bank’s extreme poverty criteria — $3 per capita/day/in purchasing power parity (PPP) terms at 2021 prices — India’s poverty came down to just 5.3 per cent of the population in 2022? Even at a higher poverty line of $4.2/per capita/day, poverty in India was about 24 per cent. One can argue that the extremely poor need to be given free food (antyodaya). Viewed from this perspective, only about 5 per cent of the country’s population needs free food, while others should pay at least half of the MSP. If not, then this policy is nothing but the biggest political revdi (dole) the government is giving consumers for votes.

13. FT Alphaville suggests that the threat of pulling out from the $35 trillion foreign holdings of US financial assets is not a credible option for Europeans and others trying to exercise leverage over the US. 

While the US’s large current account deficit suggests that in theory there is the potential for the USD to drop should international savers stage a mass retreat from US assets, the sheer size of US capital markets suggests that such an exit may not be feasible given the limitations of alternative markets.

14. Amidst China's real estate crisis, this stands out

China had about 440 square feet of housing for each man, woman or child living in cities in 2024, up from 340 square feet only 15 years earlier. It was less than 100 square feet per person before Mao Zedong’s death in 1976.

15. In a ruling that has far-reaching implications for how India applies tax treaties to offshore transactions, the Indian Supreme Court has ruled on the tax treatment of Tiger Global's capital gains from the sale of its investment in Flipkart (done through three Mauritius-based entities) to Walmart for about $1.6 billion in 2018. 

Tiger Global had argued that capital gains on the transaction should only be taxed in Mauritius and not India, in line with a treaty in place between both countries for decades. While a significant amendment in 2017 to the treaty had made capital gains on transactions in Indian shares taxable in India, it also exempted share purchases that were made before the change came into force. The Delhi High Court agreed with this view at the time. Last week’s ruling essentially strikes down this interpretation and makes all transactions vulnerable to being taxed in the country. The exact amount Tiger Global will have to pay the tax authorities is unclear, but some estimates suggest that tax plus penalties may be close to $1.5bn... 

The court said holding a tax residency certificate was not a “magic wand” that automatically bestowed the benefits of the treaty, and that Indian tax authorities could examine whether the structure of an investment had been created primarily to avoid taxes. In his concurring opinion, one judge wrote: “Taxing an income arising out of its own country is an inherent sovereign right. Any dilution of this is a threat to a nation’s long-term interest.” This signals that the court could take a similar approach if presiding over other investments. Foreign investors typically use Singapore, Mauritius, the Netherlands or other treaty jurisdictions to structure their investments into India. The supreme court’s order will force a rethink on this.

16. China is influencing the course of the Russia-Ukraine war by informally supplying drones to both sides. 

China already makes 70-80 per cent of the world’s commercial drones and dominates production of critical elements such as speed controllers, sensors, cameras and propellers, according to analytics provider Drone Industry Insights. That has made it a hidden fulcrum in the conflict. “It just puts into perspective how much control the Chinese actually have over the outcome of this war,” says Catarina Buchatskiy of the Snake Island Institute, a Kyiv-based military think-tank. “They could just choose to supply or not to supply the Ukrainians. I mean, the drone is such a definitive battlefield weapon now. It underlines how China has kind of evolved into a really influential player.” China’s Ministry of Foreign Affairs said the country had “always maintained an objective and just position on the Ukraine crisis” and had “never supplied lethal weapons to any party to the conflict and strictly controls the export of dual-use items, including drones”.

17. AI-related capex contributed as much to the US economic growth in H1 of 2025 as consumer spending, which makes up 70% of the economic output.

18. This sort of sums up Trump's presidency

Trump’s behaviour seems to be becoming even more erratic. Since the beginning of the year, he has staged a military operation in Venezuela; promised to intervene in Iran; threatened to annex Greenland; dispatched hundreds of masked federal agents to Minnesota; and launched law suits against the head of the Federal Reserve, Jerome Powell, and the head of JPMorgan, Jamie Dimon. That is in just three weeks and there are three years of his presidency left to go.

Weekend reading links

1. As grocery prices rise and popularity ratings dive, President Trump rolls back tariffs on certain agricultural products where import reliance is high. 

Trump issued an executive order on Friday afternoon saying that imports of certain goods that were generally not grown or produced in the US would no longer be subject to “reciprocal tariffs” — the high levies he set based on emergency powers starting in April. The president’s order said the tariff exemptions would apply to common and tropical fruits including oranges, tomatoes and bananas — as well as cocoa, coffee and tea. Beef imports were also included in the list, as well as spices and some fertilisers, according to a factsheet provided by the White House.

Beef prices have surged in the US, with the average price of a pound of ground beef rising 13% in a year, while uncooked steaks rose 11%, leading to steakhouses raising prices or trimming portions or both.

The exorbitant tariffs of 50% on Brazil, the world's largest beef exporter, have been a major contributor. 

Before the Trump administration levied a sweeping 50 per cent tariff on Brazil in July, the US had been steadily increasing imports from Brazil in order to keep up with domestic demand. In the first five months of 2025, the US imported some 215,000 tonnes, more than double during the same period in 2024. After July, the effective rate for out-of-quota Brazilian beef rose to more than 76 per cent. Exports to the US, Brazil’s second-largest beef market year-to-date, fell 41 per cent in September to $102.9mn.

2. Continuing on the tariff front, Switzerland has reached an agreement with the US to lower tariffs from 39% to 15%, the same rate as EU exports to the US. In return for the deal, Swiss companies have promised to invest $200 billion in the US by the end of 2028. White House has said at least $67 of the investment would occur in 2026, and Swiss businesses would set up apprenticeships and training programs in the US. 

This also follows trade deals with Argentina, Guatemala, El Salavador, and Ecuador over the week. 

3. Good news on the South African economy, as S&P upgrades sovereign ratings for the first time in two decades to BB, two notches below investment grade, on the back of reforms and fiscal revenues. 

The rolling blackouts that hamstrung the economy have largely been avoided this year and Eskom, the state power company, returned to profit after eight years of losses and reliance on government bailouts... S&P said the upgrade reflected South Africa’s recent record of budget surpluses, excluding interest payments, and less financial pressure from Eskom... After a decade in which GDP expansion remained below 1 per cent, there have been other positive developments. The country was recently removed from the Financial Action Task Force’s grey list while the survival of the government of national unity has improved investor confidence. This week, the government cut its inflation target for the first time this century to 3 per cent, bolstering a rand rally...

S&P said it expected South Africa’s GDP growth to pick up to 1.1 per cent this year, from 0.5 per cent in 2024. South African assets have stood out this year even in the midst of a rally in other emerging markets, while the rand is up about a tenth against the dollar in spot terms. The Johannesburg all-share index has risen about a third this year, or nearly 50 per cent in dollar terms. The yield on South Africa’s 10-year rand government debt has fallen from 11 per cent in April to about 8.7 per cent.

3. The latest in rent-seeking by the Trump family is a report that the Trump Organisation is in talks to bring a Trump-branded property to a $63 billion government-owned project that is set to transform the historic Saudi town of Diriyah into a luxury destination with hotels, retail shops, and office space. The Organisation is also talking to bring Trum branded property to other developments in Saud Arabia. 

The negotiations are the latest example of Mr. Trump blending governance and family business, particularly in Persian Gulf countries. Since returning to office, the president’s family and businesses have announced new ventures abroad involving billions of dollars, made hundreds of millions from cryptocurrency, and sold tickets to a private dinner hosted by Mr. Trump... In Saudi Arabia, a Trump tower is planned for Jeddah, and two projects have been announced in Riyadh. A Trump hotel and tower has moved forward in Dubai, the largest city in the United Arab Emirates. And a golf course deal in Qatar has put the Trump family in business with a government-owned real estate firm there... Each venture generates licensing fees for using the Trump name... Licensing deals can be lucrative, particularly if a development does well. Often, a company is paid for the use of its name and is not required to invest any money in the project itself. The Trump Organization’s licensing agreements are not public, making it impossible to know the terms.

4. Sustainable high growth rates in India is not possible without broad-basing aggregate demand. More here. 

5. Corporate India's R&D problem in a graphic.

And global comparison.

And it does not seem to be improving.

Most of the top six sectors saw a dip in their share in the R&D expenditure by Nifty 100 companies during FY23-25.

6.  Retail is an illustration of the deeply price-sensitive and low-margin nature of Indian market. 

Foreign brands including West Elm, Pottery Barn and Superdry have stores in Reliance’s shopping malls in upmarket Mumbai. However, those joint ventures have largely struggled to gain traction with shoppers in India, where the per capita income remains less than $3,000. The conglomerate’s foreign brands business housing these joint ventures lost Rs2.7bn ($30mn) in the financial year through March 2025, according to the latest available accounts... Reliance’s high-profile partnership with fast-fashion retailer Shein has also been underwhelming... Shein’s app has been downloaded just 11mn times so far, according to market intelligence firm Sensor Tower. Its discount prices are largely matched, if not undercut, by many Indian ecommerce and fashion retailers, say analysts... Blinkit, Swiggy and Zepto, which together control more than 90 per cent of the quick commerce delivery market and compete with Amazon and Walmart-owned Flipkart. None of the companies are profitable.

7. Arvind Datar has a good explainer of the telecommunications adjusted gross revenue issue that the Supreme Court has just allowed for reconsideration (after having created the problem in the first place).

8. Even as Delhi grapples with toxic air pollution levels, here's something from England.

In my home country of England, levels of PM2.5 — fine particulate matter which is widely seen as the most damaging pollutant to human health — have plummeted. A report by the Institute for Fiscal Studies describes “remarkable progress” over the past two decades. Between 2003 and 2023, the average level of PM2.5 roughly halved in every region of England, and almost everywhere is now already below the target the UK government set for England for 2040.

Also India's VC industry facts

The country has created more than 120 unicorns, start-ups valued at more than $1bn, according to Tracxn — the third highest number after the US and China. Indian and international venture capital firms have invested $96bn over the past five years, according to consultants Bain, in around 8,000 funding rounds. Most of this has come from foreign investors but the domestic long-term capital base is developing fast, from family offices to insurance companies and pension funds.

9. The remarkable precision of Chinese economic forecasts raises red flags.

10. The spectacular reduction in the cost of renewable energy.

Since 1976, the price of solar modules has fallen by 99.6 per cent. With each doubling of installed capacity, the price fell by 20 per cent.

11. Janan Ganesh may well be spot on with his assessment of Rachel Reeves, the British Chancellor of Exchequer,

Rachel Reeves: one of life’s triers, but never cut out for this particular office at this particular time. At next week’s Budget, she will announce a second round of tax rises, which she said would never come. She has spent 2025 fanning and then dousing speculation about certain levies, such as higher income tax, with predictable effects on confidence. (A Tory who behaved like this would be called a vandal.) Most workplaces, including newspapers, contain staff who are out of their depth but survive because the boss is too embarrassed to fire them. They just tend not to be the second-highest person in the organisation.

And on her boss, the Prime Minister, Keir Starmer.

There were warnings about Starmer’s character in opposition. He let others stand up to Jeremy Corbyn, whom he served in shadow cabinet. He let others fight woke dogma, until the tide turned against it. Even now, he makes liberal use of human shields. Notice that every crisis for Starmer quickly becomes a conversation about his underlings. His then chief of staff Sue Gray used to be the problem. Now it is her successor Morgan McSweeney. What rotten luck the prime minister has with recruitment. The British are having to relearn a lesson that Theresa May should have fixed in their minds forever. Don’t assume that uncharismatic people have hidden depths. Being boring does not make someone a “technocrat”. One can be dull and inept.

12. Britain has the biggest difference between the bottom and top tax slabs. 

According to the latest figures from the OECD, 45 per cent of top earners’ salaries goes on taxes and social contributions, compared with 29 per cent for the average worker, for a top-to-middle gap of 16 percentage points. Scandinavian gaps come in at about 12 points. Northern Europe’s social democracies tax everyone from bottom to top at a moderately high rate. In Britain, taxes at the top are comparable to Denmark and Norway but the average Briton is taxed less than the average American.

13. John Martinis, Professor of Physics at the University of California, Santa Barbara, and the winner of 2025 Nobel Prize in Physics, poses a manufacturing challenge to realise quantum computing.

Anyone who has looked inside a modern quantum system can see the truth of this. Look at the diagrams or pictures of devices and what do you see? A jungle of wires and discrete components, all designed to cool and control a single, small chip hidden at the bottom of the cryostat. We have reached a stage where the complexity of the plumbing completely overwhelms the quantum device itself. My vision is that the entire, spaghetti-like control system must be replaced by a single, integrated chip. Think of it as the transition from the room-sized mainframe computers of the 1960s to the microchips of the 1970s and beyond. That transition wasn’t an innovation in abstract mathematics; it was an industrial engineering marvel. We need cryogenic integrated circuits to operate at the very low temperatures required for superconducting qubits. Using this approach, we can put not hundreds but 20,000 high-fidelity qubits on a single, clean wafer, and then achieve the target of millions of qubits per system by interconnecting those wafers. Quantum computing must adopt state-of-the-art chip manufacturing — the same technology that builds billions of transistors into every modern smartphone. This means getting rid of outdated, inefficient methods, such as the 60-year-old lift-off fabrication process used in the development of quantum computing chips, which simply is not clean or scalable enough.

He sees this as an industrial engineering challenge for the US and wonders whether the modern culture distracts from its realisation.

When the classical semiconductor industry offshored much of its fabrication capacity, it shifted technological leadership overseas. I do not wish my scientific legacy to simply mint a few more billionaires... I wonder whether modern culture, with its focus on the latest result and aggressive marketing, makes the necessary, difficult and frankly less glamorous work of deep industrial engineering harder to justify and fund. But the path to scalable quantum computers is paved with high-tech fabrication equipment, not just high-impact papers. It is time for the superconducting qubit community to shift its focus from chasing the next algorithmic demonstration to tackling the immense manufacturing and engineering challenge that lies ahead. The moment for foundational scientific discovery needs to give way to the era of industrial manufacturing.