FT : The hunt for copper to wire the AI boom

The hunt for copper to wire the AI boom
Data centres and green grids are heavy users of the red metal, but mine supply is stagnating and new discoveries are rare

The metal lift clangs and rattles during its 10-minute journey down to “68 Level”, over 2km beneath the scrubland near the Arizona town of Superior.

Its passengers step out into what feels like warm rain, thanks to water in the area between 68 level and the surface. They wear hard hats, steel-capped boots and a one-piece suit with emergency breathing apparatus attached to it. “Stench”, a pungent gas, will be released into the complex as an evacuation signal in an emergency. 

This is the deepest part of a huge complex in Arizona’s famous “copper triangle”, which has been mined since the 19th century. Resolution Copper, its owner, has spent more than $2bn to date on developing and permitting the site.

It is likely to be another decade before it starts hauling copper out of the ground, and even that is partly dependent on a key court ruling expected in 2026. The deposit is located underneath what some Native American people say is sacred land, and legal wrangling has delayed its progress.

The project would “forever change the landscape”, says Terry Rambler, chair of the local San Carlos Tribal Council, who opposes it. “This fight is not just for today, it’s for 100 years from now, for my kids and my grandkids.”

But Resolution expects the vast deposit to produce enough metal to meet up to a quarter of annual US copper demand over four decades and, economically, the stars are aligned for such a heavy investment.

Demand for copper is being boosted by the construction of grid infrastructure for the green transition and to power data centres for artificial intelligence. These need between 27 and 33 tonnes of copper per megawatt of power, according to miner Grupo México, over twice the requirement of conventional data centres.

BHP, the world’s biggest mining group by market value and a shareholder in Resolution, estimated in January that the amount of copper used in data centres worldwide will grow “sixfold by 2050”.


Then there is the move towards global rearmament. “A lot of copper demand is hidden,” says mining entrepreneur Robert Friedland. “Military requirements for copper are never publicly disclosed.” Analysts at Société Générale estimate that global defence spending grew by 9.4 per cent to $2.7tn in 2024. 

But existing mines, some dating back more than a century, are getting older and less productive, while large untapped deposits are becoming harder to find. In recent years there has only been a “trickle of new mines being built”, says Charles Cooper, head of copper research at Wood Mackenzie.

The International Energy Agency said this year that by 2035, production from existing and planned mines was on track to meet only 70 per cent of global demand. Existing producers are chasing mergers in order to increase their reserves and lower costs.

Analysts are expecting shortfalls as soon as this year, with consultancy Wood Mackenzie forecasting a 304,000-tonne shortfall of refined copper in 2025, a gap it says will widen in 2026. “Mining is the rate-determining step for the energy transition,” says Cooper.

Prices have responded, with copper hitting a series of record highs since October. The benchmark London Metal Exchange price currently stands at more than $11,000 per tonne, compared with around $8,500 two years ago.

“Metal market deficits can’t live for very long,” says Cooper, who notes that past price surges have tended to result in either substitution or increased supply from other sources, such as scrap metal. But he also points out that the technology “hyperscalers” building out data centres are less price sensitive than many of the metal’s traditional industrial consumers. They are already “outbidding grid suppliers on things like transformer units”, he says.

Vineet Mehra, chief executive of IRH Global Trading, says copper is the “new gold” and predicts that prices at recent levels are “here to stay” given the looming imbalance between supply and demand.

Resolution is also a high-profile test case for the Trump administration, which wants to reinvigorate the domestic mining sector and last month added copper to a list of critical minerals vital for the US economy.

Vicky Peacey, the project’s president and general manager, says the administration “has recognised this chronic, decades-long deficit in copper”, and adds that the project “definitely” has bipartisan support. 

The looming copper deficit is “exactly why we should bring on new supply sooner rather than later”.

BHP acquired the Magma Copper Company, which operated several mines and a smelter in Arizona, in 1996. But faced with a cyclical downturn in the copper market, it later wound down many of the operations and closed the smelter completely in 2003.

The following year BHP and Rio Tinto, the UK-headquartered miner that operates one of the oldest copper mines in the US, formed Resolution Copper to work out a way to extract the estimated 1.8bn tonnes of copper buried beneath the workings of the Magma mine.


It is one of the largest undeveloped copper deposits in the world — but accessing the ore reserves will require blasting and scooping out a mile-long tunnel from 68 level.

The renewed impetus for such a technically challenging and expensive undertaking is partly down to the push among western nations to break their dependence on China for a host of strategic metals. Beijing has not hesitated to wield its control over the supply chains of key minerals as a weapon in its trade war with the US.

China itself only produces around 9 per cent of the world’s mined copper, but that figure rises to around 20 per cent after taking into account overseas projects it has ownership stakes in, according to Benchmark Mineral Intelligence. 

As with rare earth metals, its real grip on the copper market comes at the processing stage. China now controls around half of copper smelting capacity worldwide. The US, by contrast, has just two operational copper smelters.

China is also by far the largest copper consumer, accounting for around 58 per cent of 2025 demand, according to Benchmark. The rapid expansion of its grid network was the single largest driver of copper demand growth in the past two years, according to the IEA.

Despite talk of a slowdown in China’s growth, India and other growing Asian economies are expected to boost global copper demand in the coming years. 


But the world’s biggest copper mines are ageing, with ore grades declining and costs inching upwards. Máximo Pacheco, chair of the Chilean state-run copper giant Codelco, says it is becoming “more difficult and more costly to produce copper” each year. 

An inability to maintain “operational continuity” and avoid supply disruptions was the “number one risk” under discussion among metals traders and executives in London during the industry’s annual gathering in October, Pacheco adds. 

There have been major accidents at three of the world’s largest mines this year, including at Codelco’s El Teniente, while major copper producers including London-listed Glencore and Antofagasta have lowered near-term production forecasts. 

Such mishaps have also highlighted the risks of relying on a handful of gigantic mines. “The global supply risks are being concentrated,” says Ekbal Hussain, a remote sensing geoscientist at the British Geological Survey. “We need more copper, but we’re also supplying our copper from bigger and fewer mega mines,” he says, noting that 20 mines produce about a third of the copper mined globally.

The largest of these is Escondida in Chile, where BHP and Rio Tinto are investing billions of dollars to maintain and boost production.

Few believe that maintaining output from existing mines will be enough, but discovering the next generation of Escondidas is getting more difficult. Of the 239 copper deposits discovered between 1990 and 2023, only 14 were discovered in the past decade, according to the IEA.

The easy things in our industry have been done,” says Kathleen Quirk, chief executive of the major US copper miner Freeport-McMoRan. Miners are having to explore in more remote locations or deeper underground.

“Historically, there’s always been a long list of projects that the industry could invest in globally, but that list has become much shorter,” says Quirk. “It’s a difficult industry [in which] to grow supply.”

Developing known reserves can be politically difficult and expensive. Miners have faced pushback from local communities even in countries such as Chile, where mining contributes around 12 per cent of GDP.

Copper mining is water intensive, and consultancy PwC warned in July that climate change was increasing the risk of drought in key copper mining regions including Chile. 

In November, market analysis group CRU said copper miners needed to accelerate the pace at which they approve projects, warning that the world is increasingly counting on “unprecedented” quantities of copper from theoretical mines and those that lack confirmed funding.

There are “shockingly few” major new copper mines in the near-term pipeline, says Albert Mackenzie, a copper analyst at Benchmark Mineral Intelligence. Investors are often unenthusiastic, he adds. “It’s not just that building a new copper mine is challenging, it’s juxtaposing what else you can do with that money.” 

There are also problems at the processing stage. In China, the domestic build-out of smelters has been so dramatic in recent years that there is not enough copper ore to feed all the facilities globally. Miners used to pay smelters to process their ore; now it is the other way around.

The prospect of new copper smelters opening outside China in the short term — something western policymakers want, in order to reduce their reliance on Beijing — is unlikely. They are expensive to build, energy-intensive to operate and run on thin profit margins.

BHP, which originally bought Magma in part to gain access to its San Manuel smelter, has not yet said where it will send its share of Resolution’s concentrates. Rio Tinto plans to use its existing facility in neighbouring Utah.

Those living near resource-rich regions are not always happy to have a mine or a smelter complex in their back yard. In Serbia, persistent opposition to Rio Tinto’s planned Jadar lithium mine forced the company this year to shelve plans for the project into which it has sunk millions. 

In Arizona, resistance to Resolution has come from some quarters of the San Carlos Apache Tribe, who have spearheaded lawsuits that have stalled the project. 

Although the US Supreme Court in May cleared the way for the project to go ahead, a federal appeals court in August halted the crucial “land exchange” process that would enable Resolution to start tunnelling. Rambler of the San Carlos Tribal Council says Resolution’s plans will destroy an area of land, Oak Flat, that certain Apache people consider sacred. Resolution says the mine would cause an area, that includes some of Oak Flat, to sink over time.

But the prospect of jobs, and differences in local traditions, means not everyone living on the San Carlos Apache Reservation agrees with him. “Just look at our reservation,” said William Belvado, a reservation resident, during a recent community meeting. “Do we have quality of life? No . . . It’s hard to see that every day,” he told fellow attendees at the event, which was organised by Resolution.

Poverty on the reservation is clear to see; many houses are tiny, some are garden sheds or trailers fashioned into permanent dwellings. Rubbish and disused items are scattered around many properties, as well as the occasional burnt-out or broken vehicle.

Belvado added that many were open to engaging with the company about the plans. “That doesn’t mean we give up everything.” 

Rambler acknowledges that some tribal members work locally for Resolution, as well as for Freeport, and that some of the community is “more open to mining jobs”. 

“We’ve done our best to explain to our tribal members the threat to our people’s lives from this mine,” he says. A tribe’s ceremonial grounds are “like a church”, he says. “Christian people would consider them sacred, and nobody would dig under those churches.”

The headaches that come with starting from scratch mean the biggest and richest mining companies typically prefer to buy assets or expand existing mines.

The race for copper drove the biggest mining deal of the year, the proposed $50bn merger of Anglo American and Teck Resources, which have adjacent projects in Chile. The deal would make Anglo Teck the fifth-largest global producer of mined copper, according to analysis by Benchmark. 

There is also growing interest in recycling, new technologies and squeezing more copper out of material that was previously considered waste.

BHP chief executive Mike Henry told the FT this year he was considering reopening shuttered copper mines. The company is investigating whether it can extract the metal from waste piles in Arizona, close to Resolution, with other miners including Freeport planning similar work. 

“Some of what’s being mined today wouldn’t have been economically viable 10 years ago,” says Benchmark’s Mackenzie. But rising copper prices and better technology “opens up the prospect of mines extending their lives”. 

The copper market has also been distorted by US import tariffs, with huge amounts of refined metal shipped to America ahead of the levies taking effect. Benchmark estimates that as a result, the amount of excess inventory now in the US, beyond its usual annual consumption, is greater than the amount of copper used each year by India, the world’s third-largest consumer.

Natalie Scott-Gray, senior metals demand analyst at commodity broker StoneX, predicts that by around 2030, the copper market “is set to go into a structural deficit that will be very difficult to come out of.” In such a scenario, the winners “will be countries that have stockpiled material” or control production capacity.

Such tightness could yet produce surprises on the supply or the demand side, Scott-Gray adds. “But the bottom line will be sustained higher prices.”

FT : Taxpayers to contribute more than £3bn to Lower Thames Crossing

Taxpayers to contribute more than £3bn to Lower Thames Crossing
Increase comes despite ministers’ attempts to have private sector shoulder most of bill for 14-mile road and tunnel

Taxpayers will contribute more than £3bn to the Lower Thames Crossing despite ministers’ attempts to have the private sector shoulder most of the cost of the most expensive new highway in British history.

The cost of the project, the first wholly new crossing across the river Thames to the east of London in 60 years, has risen from an estimate of between £5.3bn and £6.8bn in 2017 to almost £11bn, the Treasury has confirmed.

The 14-mile road and tunnel will be funded primarily through private finance, under a model also being used on the Sizewell C nuclear plant, but taxpayers are putting in cash to de-risk the project for investors.

In the Budget last week, chancellor Rachel Reeves announced a fresh £891mn towards the scheme, taking total taxpayer funding to £3.1bn, of which more than £1.2bn has already been spent, according to Treasury officials.

The government hopes it will secure about £7.5bn of private capital, up from a figure of £6.3bn set out in March by National Highways, the public body responsible for the scheme between Kent and Essex.

The Department for Transport said: “The Lower Thames Crossing will bring transformational benefits across the entire country, cutting congestion and driving growth by connecting ports and business hubs.”


The government will start seeking private investors in the spring for the project, which is aimed at reducing congestion on the Dartford Crossing to the west of the planned route. Construction is also expected to start next year, with completion due in the early 2030s.

Michael Dnes, head of transport policy at consultancy Stonehaven, said the LTC would draw investors but the project’s appeal would depend on accompanying tolls.

“Historically, almost every big bridge and tunnel in the UK has outpaced their traffic forecasts,” he said. 

The project will be delivered under the “regulatory asset based”, or RAB, model, which allows the project to raise debt and equity, generating returns for investors during construction and from tolls once it is complete.

It will be privately owned and operated in perpetuity, rather than on a fixed-term concession like other privately financed road schemes, such as London’s recently opened Silvertown Tunnel.

First agreed in 2017, the LTC has been slowed by Britain’s complex planning system. Its planning document runs to more than 300,000 pages.

Matt Palmer, LTC executive director, said: “The funding from government gives us the green light to start building the Lower Thames Crossing next year and puts it on track to open in the early 2030s.”

The Dartford Crossing, part of the M25 and the only route across that part of the Thames, was delivered under a 20-year private finance initiative scheme from 1989 but paid back investors in 14 years.

Since 2009, it has been run on a separate 30-year contract by Connect Plus (M25), a consortium of investors including Equitix, Dalmore Capital and Balfour Beatty, some of whose members could potentially invest in the LTC.

The Second Severn Crossing, which connects England and Wales, was delivered via a 30-year concession that started in 1992 but paid back investors in 26 years, despite the owners having to pay large amounts in unexpected maintenance. It was transferred to public ownership in 2018.

Construction prices in the year to September were 2.9 per cent higher than a year earlier and 30.7 per cent up on September 2019, before coronavirus struck, according to official data, suggesting the cost of construction skills and materials may account for a small share of the increase in LTC funding.

FT : Vinted transformed second-hand fashion — now its creator has his eye on the

Vinted transformed second-hand fashion — now its creator has his eye on the art world
Justas Janauskas’s new art foundation connects curators in the Baltic states and the UK

Second-hand fashion and curatorial fellowships are not obvious bedfellows, but for Justas Janauskas, co-founder of the marketplace Vinted, now is the time to upcycle his business’s success into the contemporary art world. 

Together with curator and art historian Adomas Narkevičius, he is launching a reciprocal fellowship programme between institutions in the Baltic states and their international peers. The first round of their 18-month project opens next week to early-career curators from Lithuania, Latvia and Estonia who can apply for a post at London’s Hayward Gallery, while those from the UK can pitch to work in Estonia’s leading contemporary art space, the Tallinn Art Hall.

Janauskas, a Lithuania-born software engineer, says he sold his first product aged only 14, an accountancy solution that he created for his mother’s employers. After a chance meeting with Milda Mitkuté at a housewarming in 2008, they launched Vinted, initially as a platform for local women to swap clothes. The business later became Lithuania’s first tech “unicorn” (a start-up valued above $1bn). Today its worth has been put at around $9bn.

The art world proved a lifeline to Janauskas when he stepped back as chief executive in 2017. “Basically I was jobless, for the first time since I was about 10. It was a big shock, my identity was my business . . . I felt I had no role,” he says. He found himself “in depression for a couple of years”, though he had an entry into the creative fields via his wife, the writer and multidisciplinary artist Gabija Grušaitė. With her, “I went to events and met people,” he says.

At the same time, he was developing a new digital business, HumansApp, which took the mode of a dating app but for non-romantic friendships. This did not take off, but Janauskas says it made him realise that “the art world was an existing platform to connect humans, through intellectual topics and events.”

He started to support art in what he describes as a scattergun way. Then, with more and more requests for his backing, he realised that “I needed a structure, with a clear mission, just like Vinted.”

So, this year, Upė Foundation was born. Pronounced “oo-pe”, the name means “river” in Lithuanian and Latvian and was chosen to conjure up the flow of ideas. Its broad mission is “to initiate new, risk-taking Baltic and global exchanges in contemporary art”, Janauskas says.

Narkevičius has joined as his business partner — they inevitably met at a party last year — and emphasises the potential of human connection. “I saw the long-term snowball effect when I was working in Rupert [Center for Art, an institution for residencies and education in Vilnius],” he says. “Something that starts as a discussion in a bar or café, maybe five to seven years later, can become a show in an important museum.” This is the thinking behind the 18-month timeframe for their reciprocal residencies — “there’s time to build long-lasting bonds,” Janauskas says.

Like many of today’s younger patrons — Janauskas is 41; Narkevičius is 32 — they see greater relative value in providing such a platform. “I personally prefer experiences to objects,” Janauskas says. “I think you can really do more by organising, for example, fellowship programmes, and it’s more exciting.”

Their focus on the Baltic regions partly reflects their Lithuanian nationalities, while London, where the foundation is based, also has a personal connection — Narkevičius is based there, having previously worked in the city’s Cell Project Space, while Janauskas is a frequent visitor to the UK.

Narkevičius notes the rise of an experimental contemporary art scene in the Baltic states since their independence from the Soviet Union in 1991. “What’s so exciting about this period is that it created a generation of artists and cultural practitioners whose formative years were between state communism and capitalist entrenchment. The old structures collapsed, new structures weren’t built yet and it produced unanticipated ground for experimentation,” he says.

Art from the region came to international attention through the Lithuanian Pavilion at the Venice Biennale in 2019, when an edgy opera, set on a beach, won the Golden Lion award for best pavilion (Sun & Sea (Marina), by Lina Lapelytė, Rugilė Barzdžiukaitė and Vaiva Grainytė).

Other superstar Lithuanian artists now on the contemporary scene include Emilija Škarnulytė, who has a solo show of films and immersive installations opening at Tate St Ives this week, while the Vilnius-born Augustas Serapinas was the talk of Art Basel when he created a gym-based performance for its Unlimited section in 2023. Meanwhile, Narkevičius is co-curating the Latvian pavilion for next year’s Venice Biennale based on a radical fashion and art event (Untamed Fashion Assembly) held several times in Riga through the 1990s.

Narkevičius is full of praise for the ethical and practical structures that underpin the UK’s cultural scene, but thinks too that “perhaps UK institutions, where health and safety trumps all, can learn from a little bit of irreverence.”

The average cost of each Upė Foundation’s fellowship programme is £35,000 per year, which varies depending on the institution, role and location, and its first project comes at a time when UK institutions could do with the boost. Yung Ma, senior curator at the Hayward Gallery, says that “public funding has been cut, as we all know, and inflation is also putting pressure on institutions.” He says the Baltic partnership “will help us to open up different perspectives in our international programme and engage with new artists and networks while imparting some of our institutional knowledge.” Plus, he says, “I am sure I will learn from [the chosen fellow] too.”

True to his entrepreneurial roots, Janauskas describes these first fellowships as Upė’s “MVP”, an investment term that stands for minimum viable product, a basis for future development. There are already plans for a second UK-Baltic exchange, with the Camden Art Centre in north London, while Upė will fund a party for the Baltic state pavilions in Venice next year. Janauskas says that, in future, “we want to go beyond the quite standard west-east [exchanges] and also have east-east conversations, maybe also go across regions that don’t seem to make immediate sense geographically, but can produce personal, artistic and curatorial conversations.” Exchange is as much the key as it was for Vinted. “It is always a two-way street,” he says.

>> US After Hours Summary: MRVL +14.1%, AEO +10.4% higher on earnings; PSTG -11.

After Hours Summary: MRVL +14.1%, AEO +10.4% higher on earnings; PSTG -11.3%, GTLB -8.4%, BOX -4.7%, OKTA -4.1%, CRWD -1% lower on earnings

After Hours Gainers:

Companies trading higher in after hours in reaction to earnings/guidance: MRVL +14.1% (also to acquire Celestial AI), AEO +10.4%, ASAN +3.1%, MCHP +2.7%

Companies trading higher in after hours in reaction to news: ADCT +7.4% (to provide update on LOTIS-7 trial), KODK +2.9% (completes reversion process for pension assets), ESTC +2.1% (Director bought 10000 shares worth ~$710K), NKE +0.4% (establishes role of COO, names new COO), DJT +0.4% (reaches settlement), ODFL +0.4% (reports Nov LTL operating metrics), TT +0.1% (to acquire the Stellar Energy Digital business)

After Hours Losers:

Companies trading lower in after hours in reaction to earnings/guidance: ACHC -22.7% (lowers guidance after actuarial review), PSTG -11.3%, GTLB -8.4% (also names new CFO), BOX -4.7% (also increases share repurchase authorization by $150 mln), OKTA -4.1%, CRWD -1% (also strategic partnership with Kroll)

Companies trading lower in after hours in reaction to news: ULS -2.9% (stock offering), CTGO -2% (Johnson Tract Critical Metals Project accepted as a "covered project" in FAST-41 program), SKY -1.9% (names new CFO), OS -1% (CFO to step down), CHKP -0.3% ($1.5 bln convertible notes offering), RCAT -0.3% (names new CFO and COO), BIIB -0.3% (new data presented for LEQEMBI)

WSJ : Saudi Fund to Own Almost All of Electronic Arts After Buyout

Saudi Fund to Own Almost All of Electronic Arts After Buyout
Filing suggests the country’s Public Investment Fund needs to stump up about $29 billion

Saudi Arabia’s government investment fund is poised to take almost full ownership of Electronic Arts EA 0.29%increase; green up pointing triangle, a filing shows, representing another big financial bet at a time when the Middle East country’s coffers are already strained.

The details
The Public Investment Fund has teamed up with Silver Lake, the technology-focused buyout firm, and Jared Kushner’s investment firm Affinity Partners to buy the videogame maker for $55 billion including debt. The deal, unveiled in September, is set to be the largest-ever leveraged buyout.

The consortium didn’t disclose the planned ownership breakdown. But a November filing with Brazil’s antitrust regulator shows PIF would own 93.4% of EA, while Silver Lake and Affinity would own 5.5% and 1.1% respectively. That puts the onus on PIF to fund almost all of the deal.

The consortium is funding the deal with $36.4 billion in equity, and borrowing $20 billion of debt. PIF is rolling over an existing holding in EA that is worth about $5.2 billion at the takeover price, implying it has to put up about $29 billion of new cash to reflect its final ownership stake.

PIF is also a significant investor in Silver Lake and Affinity funds, further adding to the financial risk it faces if the investment sours.

The context
The outsize stake is unusual for a buyout, where sovereign-wealth funds would typically ride on the coattails of traditional private-equity firms as minority investors. PE firms typically have more expertise in striking deals and running newly acquired businesses.

Despite Saudi’s reputation for deep pockets, the $1 trillion PIF has become stretched by a multitude of commitments in the kingdom. These include pricey megaprojects, such as a new futuristic city called Neom, and a herd of new stadiums for the World Cup.

In November, the fund said it shed holdings in more than four dozen U.S.-listed public companies, continuing a downward trend since 2021.

Meanwhile, the country’s finances are increasingly fragile. This year’s budget deficit is projected to more than double to 5.3% of gross domestic product, the highest level since 2020, when it surged during the pandemic.

The kingdom still has hundreds of billions of dollars in foreign reserves, room for more borrowing and an economy that is expected to grow at a relatively brisk pace of 4%, according to the International Monetary Fund. But a subdued price for oil, its main revenue source, isn’t helping.

TechCrunch : Amazon releases an impressive new AI chip and teases an Nvidia-frie

Amazon releases an impressive new AI chip and teases an Nvidia-friendly roadmap

Amazon Web Services, which has been building its own AI training chips for years now, just introduced a new version known as Trainium3 that comes with some impressive specs.

The cloud provider, which made the announcement Tuesday at AWS re:Invent 2025, also teased the next product on its AI training product roadmap: Trainium4, which is already in the works and will be able to work with Nvidia’s chips.

AWS used its annual tech conference to formally launch Trainium3 UltraServer, a system powered by the company’s state-of-the art, 3 nanometer Trainium3 chip, as well as its homegrown networking tech. As you might expect, the third-generation chip and system offer big bumps in performance for AI training and inference over the second-generation chip, according to AWS.

AWS says the system is more than 4x faster, with 4x more memory, not just for training, but for delivering AI apps at peak demand. Additionally, thousands of UltraServers can be linked together to provide an app with up to 1 million Trainium3 chips — 10x the previous generation. Each UltraServer can host 144 chips, according to the company.

Perhaps more importantly, AWS says the chips and systems are also 40% more energy efficient than the previous generation. While the world races to build bigger data centers powered by astronomical gigawatts of electricity, data center giant AWS is trying to make systems that drink less, not more.

It is, obviously, in AWS’s direct interests to do so. But in its classic, Amazon cost-conscious way, it promises that these systems save its AI cloud customers money, too.

AWS customers like Anthropic (of which Amazon is also an investor), Japan’s LLM Karakuri, SplashMusic, and Decart have already been using the third-gen chip and system and significantly cut their inference costs, Amazon said.

AWS also presented a bit of a roadmap for the next chip, Trainium4, which is already in development. AWS promised the chip will provide another big step up in performance and support Nvidia’s NVLink Fusion high-speed chip interconnect technology.

This means the AWS Trainium4-powered systems will be able to interoperate and extend their performance with Nvidia GPUs while still using Amazon’s homegrown, lower-cost server rack technology.

It’s worth noting, too, that Nvidia’s CUDA (Compute Unified Device Architecture) has become the de facto standard that all the major AI apps are built to support. The Trainium4-powered systems may make it easier to woo big AI apps built with Nvidia GPUs in mind to Amazon’s cloud.

Amazon did not announce a timeline for Trainium4. If the company follows previous rollout timelines, we’ll likely hear more about Trainium4 at next year’s conference.

Follow along with all of TechCrunch’s coverage of the annual enterprise tech event here.

WSJ : Prediction Market Kalshi Hits $11 Billion Valuation in New Funding Round

Prediction Market Kalshi Hits $11 Billion Valuation in New Funding Round
The company says it is continuing to grow amid a surge in popularity in prediction markets

  • Kalshi, a prediction market platform, raised $1 billion at an $11 billion valuation in its third funding round this year.
  • Kalshi’s trading volumes now exceed $1 billion weekly, with plans to expand consumer adoption and product offerings.
  • Prediction markets are gaining popularity, offering bets on various events, including sports.

Investors are betting on the continued popularity of prediction markets.

Kalshi, one of the biggest players in the sector, said Tuesday it has raised $1 billion at an $11 billion valuation, in its third round of capital funding this year.

The round was led by the investment firm Paradigm, an existing backer, and also includes Sequoia Capital, Andreessen Horowitz, Meritech Capital, IVP, ARK Invest, Anthos Capital, CapitalG and Y Combinator.

New York-based Kalshi offers a variety of yes-or-no contracts that allow users to bet on real-world events ranging from hurricanes to the National Basketball Association finals to the Oscars. The app surged in popularity on bets ahead of last November’s election.

The company said it is continuing to grow, with trading volumes now surpassing $1 billion every week. It plans to use its most recent funding to further accelerate consumer adoption, integrate more brokerages, strike news partnerships and broaden its product offerings.

“Kalshi is replacing debate, subjectivity, and talk with markets, accuracy, and truth,” Chief Executive Tarek Mansour said. “We have created a new way of consuming and engaging with information. It’s hard to have an opinion about the future today without thinking about Kalshi.”

Prediction markets such as Kalshi and rival Polymarket, allow users to bet on yes-or-no questions about future events, such as elections. They have surged in popularity, with a further boost after a federal court last year threw out a Commodity Futures Trading Commission prohibition on election betting.

Since then, prediction markets have begun offering sports wagers, encroaching on the turf of traditional sportsbooks and prompting court battles with state gambling regulators, The Wall Street Journal has previously reported.

Companies are rushing to enter the prediction markets, including sportsbooks DraftKings and FanDuel, exchange operators CME and Cboe Global Markets, and President Trump’s social-media company, Trump Media & Technology. Polymarket recently secured an investment from the owner of the New York Stock Exchange, according to The Journal. And The National Hockey League has reached licensing agreements with prediction-market startups Kalshi and Polymarket.

The Information : Anthropic in Advanced Talks to Buy Developer Tool Startup in F

Anthropic in Advanced Talks to Buy Developer Tool Startup in First Acquisition

The Takeaway
  • Anthropic in advanced talks to acquire developer tool startup Bun
  • Bun acquisition will enhance Claude Code agent performance and stability
  • Claude Code agent achieved $1 billion in annualized revenue last month.

Anthropic is in advanced discussions to buy Bun, a maker of software used to run and manage code more efficiently, according to a person with knowledge of the deal. The artificial intelligence company is in talks to pay in the low hundreds of millions of dollars for the startup, which would be Anthropic’s first acquisition, according to the person.

The acquisition would give Anthropic, which already has been using Bun for over six months, direct access to the startup’s expertise and further boost the performance and stability of its coding agent Claude Code. The software would also help business customers set up Claude Code more efficiently. Annualized revenue from the agent hit $1 billion last month, according to the person.

Anthropic will hire seven Bun employees and will acquire its technology, which those employees will continue to run. Previously Anthropic has made deals known as acqui-hires, hiring most of a startup’s researchers and engineers without absorbing their technology. That strategy contrasted with its rival OpenAI, which has spent more than $6.4 billion in stock to buy at least three startups over the last 18 months. The terms of Anthropic’s deal for Bun couldn’t be learned.

In recent months Anthropic has told investment banks that it was planning to make more acquisitions to strengthen its capabilities in coding-related tasks, which makes up the majority of its revenue. It would also focus on AI for specific industries, such as financial services and healthcare.

Anthropic, which was valued at $170 billion in a September funding round led by Iconiq Capital, is in a heated race with OpenAI and Microsoft to sell AI to businesses. It makes 80% of its revenue from selling access to its AI models to app developers such as legal AI startup Harvey and Cursor-maker Anysphere. In February it launched Claude Code to some customers. It can be accessed as part of a Claude chatbot subscription and enterprise plans.

Meanwhile, Anthropic has been adding to its corporate development staff under CFO Krishna Rao, who joined in May last year. This group of former bankers and venture capitalists have told outside bankers the company was interested in doing small acquisitions that could expand the company’s ability to provide software to developers, such as tools that test code for bugs or help with designing software.

Bun was founded by former Stripe engineer Jarred Sumner in 2021, according to his LinkedIn. A year later, he raised $7 million in a round led by Kleiner Perkins. He later raised a previously undisclosed $19 million Series A led by Khosla Ventures.

The small startup’s software combines several coding tasks—installing, building, running and testing code—into a single tool. Users don’t have to install different programs or manage other external software. It supports popular programming languages JavaScript and TypeScript, both languages that underpin Claude Code. It says X and coding assistants Lovable and Replit use the software.

Bun has more than seven million monthly downloads and does not generate revenue, according to the person. It will continue to be open-sourced, the person said.

FT : Vladimir Putin accuses Europeans of sabotaging Ukraine peace push

Vladimir Putin accuses Europeans of sabotaging Ukraine peace push
Russian president hosts Witkoff and Kushner for peace negotiations as military claims battlefield advances in Ukraine

Vladimir Putin on Tuesday accused European countries of undermining Washington’s efforts to end the war in Ukraine, as US envoy Steve Witkoff held talks with the Russian president in Moscow.

Putin said on Tuesday: “They [the Europeans] have no peace agenda. They are on the side of war. And even when they try to make supposed adjustments to Trump’s proposal, it is clear that these changes aim at one purpose: to block the entire peace process.”

Speaking at the “Russia Calling!” investment forum in Moscow, he added: “They put forward demands they know are entirely unacceptable for Russia, and then aim to pin the collapse of the peace process on us.”

In a belligerent speech, Putin threatened to “cut Ukraine off from the sea entirely” in retaliation for attacks on Russia-linked tankers.

He added that “we have no intention of fighting Europe — I’ve said this a hundred times. But if Europe decides to start a war, we are ready right now.”

Witkoff’s visit came after Russian officials said they were open to discussing a peace plan drawn up by Witkoff with Russian input, but resisted a revised, shorter version incorporating changes from Ukrainian officials in talks with US negotiators in Geneva last month. The full terms of that revised plan have not been revealed.

On the eve of negotiations the Kremlin claimed Russian forces had seized Pokrovsk, a town in Donetsk province that they fought to take for well over a year while sustaining enormous casualties, as well as Vovchansk in Kharkiv.

Kremlin spokesman Dmitry Peskov said Valery Gerasimov, Russia’s top military commander, had reported the gains to the Russian president during a visit to a command post on Monday.

Putin said Krasnoarmeysk, Russia’s name for Pokrovsk, was “fully under the control of the Russian army. If anyone has doubts, we invite foreign journalists — including Ukrainian reporters — to see for themselves who actually holds the city.”

Gerasimov has previously made inflated assertions about Russian gains, including the alleged encirclement of Pokrovsk. Andriy Kovalenko, an official in Ukraine’s National Security and Defense Council, dismissed the Russian claims as a “cognitive show” aimed at impressing US negotiators.

Ukraine’s general staff of the armed forces said: “The boastful statements of the leadership of the aggressor state regarding the ‘capture’ of these settlements by the Russian army do not correspond to reality.

“This is merely yet another attempt by the Kremlin to use a staged ‘flag-planting’ video for propaganda purposes in order to influence participants in international negotiations,” it added.

Witkoff’s visit to Moscow is his sixth this year, but the first in which he has not travelled alone: he was joined by Donald Trump’s son-in-law Jared Kushner, who has taken on a more active advisory role in the peace talks since he helped broker a ceasefire between Israel and Hamas.

There remains a gulf between Kyiv and Moscow on territorial concessions and postwar security guarantees.

A major sticking point is Russia’s insistence that Ukrainian forces give up the remaining one-fifth of Donetsk province they still hold nearly four years after Russia’s full-scale invasion. Kyiv insists that any negotiation on territory must begin from the current line of control, a point Trump himself made after his October meeting with President Volodymyr Zelenskyy.

Ukrainian officials are concerned that Witkoff will again side with Moscow during this week’s talks.

“It has happened many times where we had co-ordinated our position with the US and then Witkoff goes to Moscow and, after seeing Putin, Trump puts out a statement that takes us back to square one,” said a senior Ukrainian official.

During a phone call with Kremlin aide Yury Ushakov, Witkoff agreed that Ukraine’s surrender of the rest of Donetsk was a prerequisite for a deal, according to a leaked recording of the conversation reported by Bloomberg.

Deep State, a Ukrainian analytical group close to the defence ministry that tracks the frontline, said on Monday evening that the “situation remains critical” in and around Pokrovsk but that the battle for the stronghold and its satellite city of Myrnohrad continued.

Russian forces were “trying to establish physical control” in contested areas, it said, while laying mines and military obstacles and staging ambushes.

The Centre for Defence Strategies (CDS), a Kyiv-based security think-tank, said that Russian forces controlled at least half of Pokrovsk. “The enemy has an advantage in manpower and is attempting to accumulate assault infantry” around the city, it wrote in a briefing Monday evening.

CDS said that pressure from three sides was forcing Ukrainian forces in Myrnohrad “to withdraw to avoid encirclement”.

“Russian forces are advancing slowly but have not been able to fully capture Pokrovsk, even though they entered the city more than 120 days ago,” it said.