FT : The risk of relying on EDF to deliver Europe’s nuclear renaissance

The risk of relying on EDF to deliver Europe’s nuclear renaissance
Revered in France as a postwar miracle, the group needs to cut its costs and rejuvenate its reactor-building expertise

In mid-March, France’s President Emmanuel Macron visited Penly in Normandy, the site of two nuclear reactors due to start generating electricity from 2038. Donning a hi-vis coat and a white helmet, he hailed the “works of the century”, saying France would “do for its children what our parents did for us”. 

Some 225km to the west, another nuclear power development demonstrates how enormous that undertaking will be. Last December, the Flamanville 3 reactor reached full power, 12 years after its scheduled start-up date and costing seven times its original budget. New reactors in the UK have also been beset by delays and budget increases.

EDF, the state-owned company responsible for these projects, is Europe’s leading nuclear power generator and, for many French, a potent symbol of the country’s industrial and technological prowess. “There’s pride in the industry, linked to nostalgia for a winning version of France,” says HEC Paris professor François Gemenne.

But in the decades since France commissioned its previous generation of reactors, EDF has mutated into a sprawling, bureaucratic organisation. Its large workforce wields considerable political influence. It often finds itself torn between its own competing priorities and changing injunctions from a government that has veered between cooling on nuclear and doubling down on it.

This backdrop makes the challenge of controlling costs and refining new technology, while completing six new reactor units in France, plus four in the UK over the next decade, all the more daunting.

“Every EDF boss considers they answer to EDF and its own labour force, not to the state,” says one former government official. “It’s always a problem. The truth is, it is a state within a state.”

Chinese companies are now the fastest in the world at building new nuclear power stations. EDF has lost out to South Korean and US rivals on business overseas.

In an era of renewed energy supply disruptions, EDF’s nuclear reactors are central to energy security in France and, increasingly, across Europe. As prices rise again following the war in Iran, the task of renewing that fleet, and securing nuclear’s place in a pan-European, low-carbon energy system, has taken on even more importance.

“With what we’re seeing in Hormuz, and soaring petrol prices, the question of electrification is becoming even more central,” says Gemenne. “The French government is counting a lot on EDF to that end, and to succeed in that electrification plan.”

Agnès Pannier-Runacher, a former French energy minister who led efforts to have nuclear recognised by the EU as a source of low-emission electricity, describes EDF as “an extraordinarily precious asset for Europe”. But she adds that while the company has “incredible” engineers, it “needs to deliver the right proportion of quality and costs, and too much engineering means potentially more costs”.

Bernard Fontana, its chief executive since last year, does not dispute some aspects of this analysis. “We can improve in our speed of execution. That applies to the construction sites, to the factories, even to the way things are done in processes at corporate level,” he says.

“To succeed, we know we need the skills,” he adds, of the construction challenges. “Nuclear has suffered from stop and go. We’re recruiting 4,500 people a year in this area.”

EDF has a lot to prove. The group has pinned its fortunes on its own design for a water-pressurised reactor, but early iterations in Finland and France came on stream more than a decade late and more recent projects in the UK are also delayed.


“The toolset broke,” says one former insider. “When you only make one reactor in 20 years, it shows.”

Fontana and others say lessons will be applied to later reactors, cutting development times and budgets and converging on a standard design that can be more easily replicated.

Pannier-Runacher says that there will need to be considerable work to standardise processes and components and reduce costs, a process she acknowledges is “not innate” at EDF.

When EDF embarked on a huge programme of reactor construction after the 1973 oil price shock, it did so at pace, sometimes connecting more than four units a year to the grid during the 1980s. It relied, however, on designs from US engineering group Westinghouse.

“EDF was never a great designer of reactors,” says a person at an EDF supplier, describing it instead as a great “fast follower”.

For the next generation of power plants, it is planning an updated version of its own creation, the 1.65GW Evolutionary Pressurised Reactor (EPR), known as EPR2.

Until 18 months ago, debate was still raging within EDF about whether EPR2 was the right option or if it was still too large and unwieldy, according to several state officials and people close to the company. The designs are now with safety regulators for approval, but EDF is already ordering parts and the government is keen to proceed ahead of the presidential election in 2027, the people add.

Critics say EDF, which unusually is both a builder and operator of nuclear power plants, is conceiving reactors with its own operating constraints in mind. “EDF has limitations in the land at its disposal in France for new reactors; it’s also one of the reasons they want these extra-large, complex ones,” the supplier says. 

Several other people, including company insiders, say the operator side of EDF has offered valuable input to help make the designs more practical.

The latest design is intended to be simpler than earlier versions; for instance, it includes 100 door designs, according to EDF documentation, down from nearly 300 previously, or 256 different types of piping versus more than 400 at the Hinkley Point C unit being built in Britain.

Fontana, the chief executive, is trying to cut back on red tape, recounting a recent meeting with an executive from a components supplier who told him that the part was completed a month ago but he could only deliver it by year-end “because he had 15,000 pages of paperwork to fill out”.

Some decisions on-site could be made by managers empowered to do so rather than through weeks of verifications and meetings, Fontana says. He has said that EDF could shave up to four years off construction times simply by diminishing the number of stoppages for checks — from 26,000 on Flamanville to nearer 700 — without compromising on safety.

EDF is also developing a design for smaller reactors that might one day power data centres and factories, although it faces competition from both established names such as Rolls-Royce and Westinghouse and relatively new companies.

The most immediate test of EDF’s newer working methods will be the two reactors at Sizewell C in the UK. These are supposed to be exact replicas of the Hinkley Point C reactors in Somerset, which are currently due to enter service in 2030.

As it strives to perfect its new technology, the biggest obstacles facing EDF could yet prove to be cultural and political, rather than technological.

Jean-Paul Bouttes, a former strategy director at EDF who has written about its history, describes the group as “the fruit of communism and Gaullism”. Its creators were Charles de Gaulle, the father of the Fifth Republic, and members of the wartime résistance, including Marcel Paul, a communist politician and trade unionist who is still a revered figure inside EDF.

Following the second world war, they nationalised nearly 1,500 electricity and gas producers to help marshal power for big reconstruction projects. The government also created a system of protections and benefits within EDF, under energy worker statutes, that persists to this day.

“It’s the most equitable system you could find,” says Sébastien Koch, a senior representative of the leftwing CGT union and 25-year veteran of the group. 

People cannot be fired unless they commit a grave error. Its employees, numbering almost 200,000, get vastly discounted electricity and 1 per cent of EDF’s annual revenue goes to finance social activities, from holiday camps for children and mobile home rentals for vacations to preferential rates for football tickets, in a system that is means-tested. 

Near the hydroelectric dams from the 1950s and 1960s, EDF’s first major feat of postwar construction, company-built residences have endured. “In those valleys, you live EDF — the barbecue is EDF, the sports centre is EDF,” says another former EDF executive. “It creates loyalty and a sense of family, with the good that comes from it, and the less good.”

Staff are unusually motivated in their mission to “provide energy to the nation”, as Koch puts it. But any move to tinker with the workforce or the group is often incendiary, as Macron discovered early in his presidency, when EDF responded to proposals for a reorganisation of the indebted business by lowering output across France’s fleet of nearly 60 nuclear reactors, forcing EDF to import electricity.

“The French feel like they’re the owners of EDF, and as soon as you touch it, incredible support movements form,” says Pannier-Runacher, who became Macron’s energy minister after the overhaul was abandoned in 2022. “There’s an emotional dimension to the company which is very strong.”

Bureaucracy, meanwhile, has proliferated. Insiders have complained there was red tape even around ordering pencils inside EDF, and more than 20 different regional and local administrations in France to contend with.

“If you tell the people of EDF to conquer Everest, they’ll do it,” says one former insider, recalling how staff recovered output after half of its reactors were offline for repairs in 2022, just as Russia’s war on Ukraine caused energy prices to surge. “If you tell them to fill out paperwork, they’ll also do it.”

Recent chief executives have tried to tackle some of its internal processes and costs. During the tenure of Luc Rémont, the former Schneider Electric executive who ran EDF from 2022 to 2025, the company discreetly closed an office it used to rent in the eighth arrondissement in Paris, say people familiar with the matter. The desks and secretaries were solely for former chief executives, who could also use driver services.

Fontana, his successor, has promised to make cost savings of €1bn a year by 2030. 

Within EDF, many see the government as largely responsible for its predicament. For several decades the group was encouraged to build nuclear plants then mothball some; branch into renewable energy or pull back from it; export its technology or focus on France.


The French government made EDF foot part of the bill for subsidising consumers’ energy bills when wholesale prices soared after Russia’s invasion of Ukraine in 2022.

Macron ousted Rémont after he tried to charge big industrial customers more on new contracts, with the latter arguing EDF needed to become more competitive in order to fund its €25bn-a-year of investment. Rémont hit out in response, telling Le Figaro that a publicly owned company “is not here to subsidise a small club of private ones”.

But Denis Florin, an energy consultant at Lavoisier Conseil, says that when people at EDF were on the same page as the government, “they moved amazingly quickly and effectively”.

“They built [reactors] in the 1980s with unprecedented speed, only matched today by the Chinese.”

Fontana dismisses the idea that the company is riddled with too many competing forces, saying that its ultimate goal for the past 80 years has remained coherent.

“First there was a need to give France an electricity system, through building the dams and the grid, then there were the oil shocks and the decision to embark on the nuclear programme,” he says, describing the overarching mission as “providing competitive, sovereign and low-carbon power”.

“Now you have today’s news [in the Middle East] . . . in the end there is a huge amount of continuity.”

Along the way, France’s stable nuclear generation capacity became a cornerstone of the broader European energy market. “EDF does not get paid to provide a power supply guarantee to Spain and to Germany,” says one of the former insiders. “But that implicit guarantee is here — and it’s worth something.”

Pannier-Runacher adds that France has “secured European energy security for years, and everyone realised that the day we were no longer able to provide it, in the second part of 2022”.


EDF is now in talks with the European Commission over its financing plan for the six new reactors France has ordered, part-funded by a low-interest state loan and a guaranteed purchase price for the power they generate.

The Commission is likely to ask for some remedies to ensure state aid does not unfairly benefit other parts of EDF’s business, and has already flagged “doubts” about some antitrust aspects, requesting more information from France.

One former French cabinet adviser believes it could even revisit the idea of asking the group to carve out its nuclear activities as part of any remedy. The French government, EDF and the EU declined to comment on specifics and have said it was too soon to draw any conclusions.

Company insiders, bankers and analysts say that the state and the company are, for now, pulling in the same direction, although unions have hit out at Fontana’s proposed cost cuts.

“There is no doubt they have a sense of urgency at the top of EDF. It’s a matter of pride and a sense of mission,” says Florin, at Lavoisier Conseil. But one of the former French government officials cautions that “it’s a steep hill to climb”.

“Steep because they have to do another ‘one of a kind’ reactor that is of good quality and replicable, and steep financially.”

FT : The luxury industry’s many contradictions

The luxury industry’s many contradictions
Exclusivity is not just a matter of selling some items that almost no one can afford

When the world is worried about fuelling up the car or losing a job to AI, sympathy for the troubles of the luxury industry is going to be in short supply. Fair enough. But even those who consider its products trivial should recognise that the industry is not. Luxury is an area where Europe, which badly needs industrial champions, is champion. The biggest four players alone — LVMH, Richemont, Hermès and Kering — generated more than $130bn in sales last year and employ some 320,000 people. So it matters that industry growth, well north of 20 per cent three or four years ago, is now roughly zero.

The easy explanation is cyclical. Post-pandemic, pent-up savings and demand were released, leading to unprecedented growth that was never going to last for ever. For the past few years, we have had the (champagne) hangover — but hangovers end. And things are not so bad. The very strongest brands (Hermès, say) and most resilient categories (jewellery) are still growing in real terms. 

Easy, but wrong. The pandemic bubble and its aftermath revealed an industry marked by internal contradiction — strategic tensions that ensured an identity crisis would come sooner or later. Unresolved, they will prevent a return to sustained growth. 

The first tension is the notion that luxury’s key growth market could be a communist country. China’s combination of state control and free enterprise has brought wealth to a slice of the country’s population. But it was never designed to support consumption, especially elite consumption — that was an unwanted side-effect. And the politics of a small class of people splurging on foreign-made baubles, in a country whose real ideology is nationalism, is always going to be a problem, as Chinese luxury buyers turn to local brands. Luxury sales in China are not as bad as they were a year ago, but the industry is going to need a new growth story. 

Next contradiction: the idea that price both is, and is not, the same as value. There was a point, in 2021 and 2022, where someone, somewhere, would pay almost any price for certain luxury items. Most of the industry responded by charging prices that maximised quarterly revenue. This is the right strategy in a commodity industry, where the market determines value. In luxury, with its 70 per cent gross margins and unique Veblen goods, price is part of the narrative, not the point where demand meets supply. Price establishes value and maintains it over the long run.

Stability and fairness are part of that story, so luxury companies cannot afford to confuse value with the price someone will pay. They face a multi-year process of slowly, delicately rebuilding their price architecture (outright cuts being even more destructive than excessive increases). 

Many in the industry frame this widely recognised problem in terms of losing the “aspirational” — rich but not super-rich — customer. To an extent, this is true. Bain, the consultancy, estimates that the industry lost an eighth of its customers — 50mn of them — from 2022 to 2024 as the industry focused on the very wealthiest. At the same time, however, it’s a mistake to think the demand elasticity at the top of the pyramid is infinite. The elite dislike being duped as much as anyone else, and those relationships need repairing too. 

This leads us to the final and most important tension: the very idea of aspirational luxury. Call it “mass exclusivity” and the contradiction becomes obvious. Many of the big groups want to live on both sides of the line, without managing the balance with sufficient care. Exclusivity is not just a matter of selling some items almost no one can afford. It is taking care of when and how those objects are seen, and what they are sold next to. Nor does aspiration mean paying an exorbitant price for a trivial item from a great brand. That is the way of the $850 T-shirt, which is neither successfully aspirational nor convincingly exclusive.

Resolving these contradictions will require hard thinking about the structure of the industry. Are big, publicly traded conglomerates the right home for the haute brands? The recent resurgence of privately held Chanel suggests that they might not be. How many stores is too many? Recent closures suggest many companies have decided the number is a lot lower than the number we have. Is there such a thing as too much social media exposure? A product an “influencer” can rent or borrow and pose next to on Instagram is leaking magic, fast. Most importantly, perhaps, the industry needs to think of the aspirational customer not as a lucrative side hustle but a valuable segment with its own needs. Companies such as Tapestry and Ralph Lauren are showing the way.

The luxury industry is ancient, it will survive; to thrive, it will have to make hard choices.

WSJ : Hedge Funds Are Making a Killing in the ‘Golden Age’ of AI Hardware

Hedge Funds Are Making a Killing in the ‘Golden Age’ of AI Hardware
Shares in makers of chips and related equipment gave stock-picking funds their best month in decades. Steve Cohen’s Point72 is among the winners.

  • Stock-picking funds achieved their best month in over two decades in April, gaining 6.5% due to rallies in semiconductor and AI hardware stocks.
  • Hedge funds increased semiconductor stock allocation to 20% of portfolios, up from 5.5% a year ago, driving April returns.
  • Rapid AI adoption and increased demand for computing resources are driving up chip prices and leading to longer-term supplier contracts.

The hedge-fund herd was early to see opportunity in the stocks of chip makers and other artificial-intelligence hardware companies. Those bets just delivered stock-picking funds their best month in over two decades.

Steve Cohen’s Point72, Whale Rock Capital Management and Seligman Investments are among the hedge-fund firms that posted strong returns in April thanks in part to rallies in semiconductor stocks and those of related equipment makers.

That helped make April the best month for stock-picking funds since December 1999, according to an industry index compiled by research firm PivotalPath, with a gain of 6.5%. For PivotalPath’s index of tech-focused funds, April’s 10.3% gain was the best month since its data series began 28 years ago.

The rapid adoption of AI coding tools and AI agents brought with it a broad, ravenous appetite for computing resources, from central processing units made by Intel to memory chips made by Sandisk. Much of the $670 billion in capital spending that Microsoft, Alphabet, Meta Platforms and Amazon.com are planning this year will go toward data centers full of advanced chips. Customer demand for AI that they and others are forecasting is driving up chip prices and leading them to agree to longer-term contracts with suppliers.

As a result, many semiconductor stocks are notching triple-digit percentage gains this year, capped by Samsung Electronics’ entry into the club of companies with trillion-dollar market values last week.

Recent monthly returns are better than what many fund managers report over the course of an entire year. The publicly traded stock portfolio of Alex Sacerdote’s Whale Rock was up about 39% in April, people familiar with the matter said. Its positions in Sandisk, South Korean memory-chip maker SK Hynix and Japanese memory-chip maker Kioxia Holdings were big winners for the firm, one of the people said.

“In addition to AI being the most compute intensive thing we’ve ever seen and shortages as far as the eye can see, we’re in a golden age of hardware,” Sacerdote said at the Sohn Investment Conference on Tuesday. “All of these companies that nobody used to ever pay attention to are now golden, wonderful businesses.”

The semiconductor industry is notoriously cyclical, with shortages often followed by gluts. Shares in chip makers soared during the Covid-19 pandemic when consumers splurged on laptops, smartphones and other devices laden with silicon. They slumped in the years that followed when demand normalized and extra capacity the industry added went unused.

Point72’s flagship fund gained about 4.5% in April, its best month in over five years, people familiar with its performance said. Point72’s Turion, an AI-focused hedge fund that Cohen launched with portfolio manager Eric Sanchez, gained 15% in April, the people said.

The Seligman Tech Spectrum fund, led by portfolio manager Paul Wick, gained nearly 20% in April, according to an investor update viewed by The Wall Street Journal. That was its best month since the fund launched in 2001. Assets in the hedge-fund strategy of Seligman, a unit of Columbia Threadneedle Investments, totaled $4.5 billion in February.

Wick said in a March letter to investors that the fund’s top five holdings in the prior month included chip maker Broadcom, chip-equipment makers Applied Materials and Lam Research, and Bloom Energy, a power provider for AI data centers.

Overall fund performance is notable given that the macroeconomic backdrop includes a war with Iran, higher consumer prices and inflation expectations, and lower chances of Federal Reserve rate cuts in coming months. The AI trade, even after some bumps late last year, has so far overpowered those hurdles.

Hedge funds are more overweight semiconductor stocks than at any point in the past decade. The industry went from 5.5% of hedge-fund portfolios on net this time last year to 20% at present, according to Morgan Stanley. Shares of companies in the AI supply chain drove nearly two-thirds of the returns on hedge funds’ positions in rising stocks last month, the bank found.

Hedge funds’ winning streak has continued in May, with the average global hedge fund up about 1.4% this month through last Thursday, according to Morgan Stanley. The bank told clients that hedge funds “have been off to a hot start to the month in large part due to their outsize exposure to the broader AI theme.”

FT : Brown-Forman’s $17bn bid rejection leaves a bitter taste

Brown-Forman’s $17bn bid rejection leaves a bitter taste
The Brown family may have balked at handing its brands over to Sazerac, but it would have been more appealing than the alternatives

Family-run businesses often have some clear advantages: the owners usually think long term and care a lot about the wellbeing of their company. Sometimes, as with distiller Brown-Forman, other investors might wish they paid more attention to what’s under their noses.

The Jack Daniel's maker has rejected a $32-a-share cash bid from private US spirits company Sazerac, maker of neon-coloured, spherical, ready-to-drink cocktails BuzzBallz. The offer, which valued Brown-Forman at $17bn including debt, looks reasonably attractive. It represented a roughly 36 per cent premium to the company’s share price on March 25, before news of any potential corporate activity leaked. It valued Brown-Forman at 19 times forward earnings, a fifth above industry leader Diageo.

Sazerac’s approach also looked more appealing than the alternatives available to Brown-Forman. It isn’t performing well as a standalone proposition: the company’s shares are down about 25 per cent over the past year and around two-thirds over the past five years. And a quickly abandoned tie-up with France’s Pernod Ricard, which had centred on a merger of equals, only offered its investors an 18 per cent uplift, Lex calculated, lower than the cash premium available on this deal.


But Brown-Forman is controlled by the Brown family, who may have had a number of reasons to turn down Sazerac’s offer. For one thing, they are unlikely to be interested in exiting the drinks business for cash: indeed, Sazerac apparently offered them the opportunity to take their consideration in stock. But that means that, unlike the other shareholders who would have to factor in nothing but price, the family would need to be comfortable with both the shape of the group that would emerge from a tie-up and their role in it.

On the former, there’s quite a lot of distance between Jack Daniel’s and BuzzBallz: the Brown family may have balked at the idea of placing its heritage brands in the hands of a company better known for its mass-market labels. And while the exact size of the shareholding the family was offered in the pro forma group is not known, it is likely that they would have ended up as minority shareholders in a private company.

It may also be that Brown-Forman is playing a canny negotiating game in rejecting Sazerac’s opening bid, hoping to extract a better offer. But it’s difficult to see how much further Sazerac could go. The $3.9bn premium it offered is akin to the lump-sum value it would generate by cutting Brown-Forman’s entire sales and marketing spend. The lesson may simply be that investments in family-led companies, like Buzzballz, are an acquired taste.

FT : Xpeng in talks with VW about buying a factory in Europe

Xpeng in talks with VW about buying a factory in Europe
Carmaker dubbed ‘China’s Tesla’ also explores building a new plant on the continent

Xpeng, often known as China’s Tesla, is in talks with Volkswagen and other carmakers about buying a factory in Europe as it looks to expand international sales.

“We are . . . discussing with [Volkswagen] to see if there is any possibility we can find a location here in Europe,” Elvis Cheng, Xpeng’s managing director of northeastern Europe, told the FT’s Future of the Car summit on Wednesday. VW did not immediately respond to a request for comment.

The German carmaker in 2023 invested $700mn for a 5 per cent stake in Xpeng in a deal that also involves the co-development of electric vehicles in China.

VW has said it needs to offload excess production capacity in Europe in response to weaker demand and rising competition. Xpeng builds its vehicles in the region at contract manufacturer Magna Steyr’s plant in Austria. But Cheng said the production line was running out of capacity.

The Chinese carmaker would also consider building a new European plant. “We think not all the factories can satisfy the requirements of our latest or future product requirements,” Cheng said, adding that VW’s plants were “a little bit old”.

Like Tesla, Xpeng is also developing “flying” cars and humanoid robots, which it wants to bring to Europe next year.

VW is in the midst of a significant restructuring programme, with plans to reduce capacity by about 750,000 vehicles a year and cut tens of thousands of jobs in Germany by 2030.

It is also seeking to cut a further 500,000 units of annual capacity across Europe with particular focus on underused factories in Germany.

The carmaker has previously indicated that it is seeking alternative uses for its plants, including production of VW vehicles currently made in China or allowing partners in the Asian nation to take up spare capacity.

Oliver Blume, the group’s chief executive ​said at the end of April that the company was considering whether “there are opportunities for our Chinese partners in Europe” to use some excess capacity.

FT : Citadel tells key researchers to relocate from Hong Kong or quit

Citadel tells key researchers to relocate from Hong Kong or quit
Hedge fund gives ultimatum to members of its global quantitative strategies team based in territory

Hedge fund giant Citadel has moved some of its core researchers out of Hong Kong, highlighting the pressures facing quantitative traders in the Chinese hub.

The $67bn US hedge fund told members of its Hong Kong-based global quantitative strategies team in recent months that they had to either relocate or leave the company, according to four people with knowledge of the matter.

Some affected researchers took the offer to relocate to Singapore or Miami, where Citadel is headquartered, while some left the fund, two of the people said.

Citadel’s global quant strategies team is crucial to the development of the hedge fund’s trading tactics. Three people familiar with the moves said they believed concerns over data security were part of the reason for relocating staff who are key to the fund’s intellectual property.

Citadel said the relocations were not related to data security concerns, and the fund continued to hire quantitative researchers in both Hong Kong and Singapore.

“This is Citadel’s global co-location strategy and has nothing to do with data security,” the hedge fund said, adding that it always tried to accommodate employees’ needs if they could not relocate.

Hong Kong remains Citadel’s largest office in the Asia Pacific region, where headcount has doubled from four years ago. “This story relies on incomplete facts from sources with limited knowledge,” it added.

Hong Kong has long established itself as a bridge between China and the rest of the world, and serves as the Asia headquarters for US financial institutions such as Goldman Sachs, Morgan Stanley and Jane Street.

The former British colony gained this position largely due to its independent regulatory regime and British common law heritage, which is increasingly being questioned by compliance at the US firms, now geopolitical concerns mount between the world’s two superpowers.

Hong Kong is viewed as increasingly on par with mainland China for US firms in terms of data compliance and intellectual property protection.

Apart from regulatory concerns, uncertain access to world-leading AI models also affects Hong Kong’s competitiveness as a financial hub especially for traders and analysts who rely heavily on such models to do their work in a competitive way. Quantitative strategists, for example, now increasingly use AI to code their trading algorithms.

Major US large language model providers such as Anthropic, Google and OpenAI have restricted direct access to their flagship models for users in Hong Kong, mainly due to concerns about data regulation, industry experts say.

Goldman Sachs stopped access to Anthropic’s Claude models earlier this year for bankers in Hong Kong, in another sign of how US-China tensions over data security are informing the location of technical employees of global financial institutions.

But such bans are subject to interpretation as some organisations continue to allow corporate access or access via a third-party provider to their Hong Kong-based employees.

Despite such uncertainty and geopolitical risks, some US institutions continue to expand their footprint in Hong Kong.

Jane Street, the New York-based trading firm, is taking up a new office space in Hong Kong’s harbourfront Central Yards that will occupy six floors and 223,000 square feet.

It is expanding because of its growing business in the region, especially in ETF trading in China, according to two people with knowledge of its plans. Jane Street did not respond to a request for comment.

Separately Citadel Securities, the market-making firm that also counts Ken Griffin as its founder, is looking to expand in China and has applied for a licence to establish fully owned operations onshore in mainland China.

If it were to obtain such a licence, the market-maker’s China operations would most likely be run locally and on systems built specially for the Chinese market, an industry norm, according to one of the people with knowledge of their plans.

>>> US After Hours Summary: GO +17.2%, STAA +16.9%, CSCO +16.5% sharply higher

After Hours Summary: GO +17.2%, STAA +16.9%, CSCO +16.5% sharply higher on earnings; SN +5.6% on news it will join S&P MidCap 400; DOCS -19.4%, ENVX -10.8%, PBH -5.5% lower on earnings

After Hours Gainers:

Companies trading higher in after hours in reaction to earnings/guidance: GO +17.2%, STAA +16.9%, CSCO +16.5% (also announces reduction in workforce), FOSL +14.1%, STUB +12.5%, AQST +9.7%, PGEN +4.8%, ARX +4.2%, OMER +3.7%, EQPT +2.5%, JACK +1.8% (also names Executive Chair and Interim CEO), TNK +1.4% (also declares special cash dividend), USAR +1.1% (files common stock offering, relates to warrants; also files for stock offering by selling shareholders)

Companies trading higher in after hours in reaction to news: SN +5.6% (to join S&P MidCap 400), FG +5% (to join S&P SmallCap 600), HPE +4.1% (in sympathy with CSCO earnings), NAVN +1.9% (new suite of AI tools at Navigate), MRVL +1.4% (in sympathy with CSCO earnings), ANET +1.3% (in sympathy with CSCO earnings), ECO +1.2% (increases dividend), CLPT +1.2% (Velocity Alpha MR High Speed Surgical Drill System has received CE Marking in the U.S.), COHR +1% (in sympathy with CSCO earnings), UWMC +1% (calls out the Board of Two Harbors Investment Corp (TWO)), KWR +0.9% (names new Chairman; also authorizes new $250 mln share repurchase program), FLO +0.8% (to join S&P SmallCap 600), TWO +0.7% (UWMC calls out TWO's Board), FISV +0.6% (joint venture with Bridgeport Partners), PBA +0.6% (renewal of share repurchase program), CIEN +0.3% (in sympathy with CSCO earnings), NEXA +0.3% (suspends operations at Peru smelter following incident), TOL +0.1% (names new COO), RLMD +0.1% (files mixed securities shelf offering)

After Hours Losers:

Companies trading lower in after hours in reaction to earnings/guidance: DOCS -19.4% (also partners with Aledade), ALMU -15.1%, ENVX -10.8%, PBH -5.5% (also to acquire LaCorium Health), BTGO -2.2%, CSWC -1.6%, DOX -0.3% (also strategic agreement with Telefónica Móviles Argentina; also makes several other announcements)

Companies trading lower in after hours in reaction to news: PDFS -8.7% (stock offering), KGS -6.4% (stock offering), NEXT -2.7% (stock offering by selling shareholders), INTA -1.3% (files mixed securities shelf offering; also files stock offering by selling shareholders), MIST -1.2% (files for $300 mln mixed securities shelf offering), ALLO -0.9% (enters a termination agreement with Overland Therapeutics), DOV -0.3% (SWEP expands production capacity), PSIX -0.3% (CEO resigns), MSFT -0.2% (looks for potential startup acquisitions in bid to diversify beyond OpenAI, according to Reuters), RUM -0.1% (initial results of exchange offer for Northern Data), OKLO -0.1% (enters equity distribution agreement; may offer up to $1 bln of common stock)

The Information : Former Alibaba Star Researcher Starts New AI Lab, Seeks $2 Bil

Former Alibaba Star Researcher Starts New AI Lab, Seeks $2 Billion Valuation

Junyang Lin, former lead researcher of Alibaba’s Qwen models, is seeking to raise several hundred million dollars for his new AI lab, according to two people with direct knowledge of the matter.

The new AI lab will likely be valued at around $2 billion after the funding round, the people said, adding that the discussions are ongoing and the final valuation could change. Chinese venture capital firms Gaorong Ventures and HongShan are in talks to fund the lab, the people said.

A $2 billion valuation for a brand new AI lab is almost unheard of in China, where startups are typically valued far less than those in the U.S. The high target valuation for Lin’s new AI lab, whose name couldn’t immediately be learned, reflects his accomplishments at Alibaba and growing investor euphoria for AI stocks. Alibaba’s Qwen line of models are among the leaders in open-source AI models, and small-size versions of Qwen that are cheaper to operate are particularly popular among cost-conscious developers around the world.

Lin departed Alibaba in a rare public fall-out with the Chinese tech giant in early March. He broadcast his resignation in a post on the X social media site, before any official announcements were made by Alibaba’s executives. He has been widely credited with building a team of researchers and taking Qwen to the forefront of the global open-source AI in his three years at Alibaba.

Chinese large language model developers Zhipu and Minimax have seen their stock prices soar since they listed in Hong Kong early this year. DeepSeek, the best known Chinese AI lab overseas, is raising external funding for the first time and has increased its expected valuations several times as the talks progress.

In the U.S., a number of new research-focused AI startups founded by renowned former researchers from industry leaders have raised money at soaring valuations. Safe Superintelligence, co-founded by former OpenAI Chief Scientist Ilya Sutskever, raised $1 billion at a $5 billion valuation in 2024 when the startup was just three months old. Similarly, Thinking Machines Lab, launched by former OpenAI CTO Mira Murati last year, raised $2 billion in its first funding round at a $10 billion valuation.

But venture capitalists in China say new AI labs in the country, such as the one founded by Lin, could face more challenges and uncertainties than their U.S. counterparts. The high valuations of the U.S. AI startups are due in part to expectations that they could be eventually acquired by the biggest tech giants—but it remains uncertain if the same logic can apply to China, the venture capitalists said.

Any new AI labs in China also face the overarching challenges of securing sufficient compute, given U.S. controls on exports of advanced AI chips to China. On top of that, they will have to carve out research paths that don’t completely overlap with existing tech giants such as Alibaba and ByteDance.

Lin’s abrupt resignation announcement came days after Alibaba unveiled Qwen3.5, its new-generation AI models at the time. The departure of Lin, known in the industry for his dedication to open-source technology, was followed by a strategic shift at Alibaba toward offering more of its new AI models as proprietary products that can lead to more revenue.

After Lin left, Alibaba announced a major restructuring, consolidating the Qwen research team and other key AI-related businesses under one new division managed directly by the company’s CEO.

>>> US Gapping down

Gapping down
In reaction to earnings/guidance
:
  • WIX -14.6%, TLSI -13.2%, WRD -9.2%, REZI -8.8%, KRMN -6.9% (also receives commitments from four key space and defense customers with total value of $1+ bln), BIRK -5.7%, DT -3.7%, INR -3.4%, QUIK -3%, BABA -2.7%, ATRO -2.6%, EYE -2.3%, JBS -1.8%, KEP -1.3%
Other news:
  • REI -20.2% ($60 mln stock offering)
  • RCAT -12.8% (prices offering of 23,936,171 shares of its common stock at $9.40 per share)
  • AVIR -8.2% (to present three abstracts at EASL 2026 Congress Highlighting Progress Across Viral Hepatitis Pipeline)
  • HIW -4.5% (sells Nashville office tower for $255 mln)
  • ELVR -3.9% (purchases Moblan offtake rights)
  • BELFB -3.6% (commences 1.3 mln Class B share offering; also files mixed shelf)
  • AEP -3.4% (prices common stock offering with forward sale structure)
  • GENC -3% (to delay 10-Q filing)
  • HYPR -2.3% (stock offering by selling shareholders)
  • AEIS -1.2% (announces proposed offering of $1 billion convertible senior notes)
  • MIRM -1% (prices offering of $600.0 mln of 0.00% convertible senior notes due 2032)
  • PALI -1% (files for $300 mln mixed securities shelf offering)