Anthropic Just Locked In $35 Billion of Computing Power — Nvidia Is on Both Sides of It

The Anthropic Nvidia compute deal is a six-year, $35 billion cloud-computing agreement between the AI lab and Lambda. Nvidia backs Lambda with both equity and hardware. The deal routes through a Texas data center and adds to more than $135 billion in computing contracts Anthropic has signed so far this year.

Under the arrangement, Lambda will draw computing capacity from a 700-megawatt data center campus in Nueces County, Texas. Hut 8, a company known for bitcoin mining and data center development, is building the facility.

How the Anthropic Nvidia compute deal is structured

According to Bloomberg, Nvidia will lease the Hut 8 data center directly. Lambda then pays Nvidia for access to it, and Anthropic in turn pays Lambda for the computing power it needs to train and run its models. Techxplore noted that Nvidia has invested in both companies on either side of the contract. Some analysts have questioned this structure as a form of circular financing that keeps Nvidia’s chips, capital, and revenue moving through the same small set of partners.

Computer processor chip representing the hardware behind the Anthropic Nvidia compute deal

Photo: Intel Free Press, CC BY 2.0, via Wikimedia Commons.

Why Anthropic needs this much computing power

Anthropic has signed a rapid succession of large compute contracts this year to keep pace with rivals training increasingly large models. The company spreads its computing needs across several providers rather than relying on a single cloud vendor. That approach reduces the risk that one supplier’s capacity constraints slow its model development schedule.

Graphics processing hardware similar to the chips underpinning the Anthropic Nvidia compute deal

Photo: Advanced Micro Devices, Attribution, via Wikimedia Commons.

What analysts are questioning about the arrangement

Some market analysts have flagged the layered structure of the deal. Nvidia effectively finances the buildout of a data center it will lease to a company it has invested in. That company then sells access to another company Nvidia has also invested in. Supporters argue this is simply how the AI infrastructure buildout works at scale, since few single companies can finance multi-billion-dollar data center campuses alone. Critics counter that if AI demand ever slows, the interlocking investments could concentrate risk across the same handful of players rather than spreading it.

How rival AI labs are responding

OpenAI and Google have both signed their own large multi-year compute contracts over the past year. Industry watchers describe an accelerating arms race for guaranteed chip access. Cloud providers outside the big three hyperscalers, including Lambda and CoreWeave, have used deals like this one to build credibility. AI labs that want to diversify away from a single vendor now see them as real alternatives. Some venture investors say the scale of these commitments is now a meaningful factor in how they assess an AI lab’s long-term viability.

Total spending commitments across the AI industry for computing infrastructure now run into the hundreds of billions of dollars this year alone. Several financial analysts tracking the sector compiled those figures. Some investors have started asking whether current AI revenue justifies commitments of this size. Many AI labs remain unprofitable even as they sign multi-year contracts worth tens of billions of dollars. Anthropic has not disclosed its current revenue run rate publicly. That makes it difficult for outside analysts to assess how comfortably the company can meet its growing computing obligations.

What happens next for AI compute deals

Anthropic has signaled it will likely sign additional compute agreements before year-end as it prepares to train its next generation of models. The Texas data center itself is still under construction. Practical computing capacity from this specific deal will phase in gradually rather than arriving all at once. For related coverage on the compute race, see our reporting on Salesforce’s stake gain tied to Anthropic and the AI chip interconnect bottleneck affecting the wider industry.

Data centers of this scale draw enormous amounts of electricity. A 700-megawatt campus is large enough to power a mid-sized city. Texas grid operators have flagged rising demand from data center construction as a planning challenge for the years ahead. Local officials in Nueces County say the project is expected to bring construction jobs to the area. Permanent staffing needs for a highly automated data center are typically much smaller than the construction workforce required to build it.

Questions readers are asking about the deal

How much is the Anthropic Nvidia compute deal worth?
The agreement is valued at $35 billion over six years.

Where will the computing power come from?
A 700-megawatt data center campus being built by Hut 8 in Nueces County, Texas.

What role does Nvidia play in the deal?
Nvidia leases the data center from Hut 8 and has invested in both Lambda and Anthropic, the two companies on either side of the contract.

Why are analysts calling this circular financing?
Nvidia’s capital and chips flow through companies it has invested in on both ends of the transaction. Some see that as concentrating risk rather than distributing it.

How much has Anthropic committed to compute overall this year?
This deal adds to more than $135 billion in computing contracts Anthropic has signed so far in 2026.

When will the capacity be available?
The Texas facility is still under construction, so capacity from this deal will come online gradually rather than immediately.

Energy analysts say the growing cluster of large AI data centers in Texas is drawing regulator attention. State officials are tasked with keeping the power grid stable during peak demand. Local water authorities have also asked developers to disclose cooling-system water use, since large data centers can consume significant amounts of water depending on their cooling design. Hut 8 has not yet published detailed environmental impact figures for the Nueces County campus.

Sources:

Bond Yields Just Hit a 20-Month High — And Stocks Are Paying the Price

A global markets oil surge sent bond yields to some of their highest levels in decades this week. Investors priced in fresh Middle East risk on top of expectations for central bank rate hikes. The moves hit stocks hardest in the technology sector, where chip names bore the brunt of the selling.

The trigger was Monday’s attack on two tankers in the Strait of Hormuz. It pushed oil prices higher just as traders were already bracing for a possible rate increase from the European Central Bank later this month.

How the global markets oil surge is playing out

The U.S. 10-year Treasury yield climbed to a 20-month high near 4.79%, according to NBC News. Japan’s benchmark 10-year yield crossed 3% for the first time since 1996. UK gilts rose to levels last seen during the 2008 financial crisis. Saxo Bank said renewed Middle East tension was the immediate spark, layered on top of already-elevated inflation expectations.

New York Stock Exchange trading floor pictured during the global markets oil surge

Photo: Carol M. Highsmith, public domain, via Wikimedia Commons.

Why stocks fell as yields climbed

Brent crude rose about 2% to top $92 a barrel, its highest level in roughly a week. That fed directly into inflation worries, which pushed yields higher still. Higher yields make future corporate earnings look less attractive today. That helps explain why the S&P 500 opened roughly 0.7% lower and the Nasdaq fell about 1.3%, with chip stocks absorbing the sharpest declines. Traders pointed to the combination of an oil shock and rate-hike expectations as an unusually direct one-two punch for equity valuations.

Traders at work on the exchange floor as the global markets oil surge weighed on stocks

Photo: Thomas J. O’Halloran, public domain, via Wikimedia Commons.

What central banks are watching

The European Central Bank has already flagged renewed Middle East hostilities as an upside risk to eurozone inflation. Traders are now pricing in a real chance of a September rate hike there. The Bank of England holds its next policy meeting on September 17. The Federal Reserve has held rates steady for five straight meetings. Three dissenting members pushed for a hike, keeping a September move on the table in Washington too.

How everyday borrowing costs could feel this

Mortgage lenders in several markets have already nudged fixed rates higher this week, tracking the jump in long-term government bond yields. Corporate treasurers planning new bond sales say they are watching the current spike closely. Even a temporary yield surge can add real cost to a large debt issuance. Yields could settle back down once the tanker incident fades from headlines, analysts caution. Much of this week’s borrowing-cost increase could then prove temporary rather than a lasting shift.

Market historians note that UK gilt yields have not traded this high since the depths of the 2008 financial crisis. That comparison has unsettled some fund managers exposed to long-duration bonds. Pension funds and insurers that hold large fixed-income portfolios are reassessing how much further exposure they want to carry if yields keep climbing. A rapid reversal is also possible, analysts caution. Markets have swung sharply in both directions this year whenever Middle East tensions have appeared to ease even briefly.

What happens if oil keeps climbing

If tanker incidents in the Strait of Hormuz continue, analysts expect oil prices to stay elevated or rise further. That would keep pressure on bond yields and give central banks more reason to lean hawkish. That combination tends to be difficult for growth stocks in particular, since higher borrowing costs weigh most heavily on companies valued on distant future earnings. For related coverage on the rate decisions shaping this backdrop, see our reporting on the Federal Reserve rate outlook and the Bank of England rate decision.

Analysts note that oil-driven inflation shocks and rate-hike-driven selloffs do not always move markets in the same direction. That is part of why this week’s combination has drawn extra attention from strategists. Fixed-income desks say they are watching upcoming economic data closely for signs of whether the yield spike will persist or begin to ease. A further escalation in the Gulf could extend the selloff beyond technology, equity strategists caution. Other rate-sensitive industries, such as real estate and utilities, could feel it too.

Markets FAQ: what investors are asking

What caused the global markets oil surge?
A tanker attack in the Strait of Hormuz pushed oil prices higher, compounding existing inflation worries tied to expected central bank rate hikes.

How high did bond yields rise?
The U.S. 10-year yield hit a 20-month high near 4.79%, Japan’s 10-year crossed 3% for the first time since 1996, and UK gilts hit levels last seen in 2008.

Which stocks fell the most?
Technology shares led the decline. Chip stocks took the sharpest hits as the Nasdaq fell about 1.3%.

Are central banks likely to raise rates?
Traders see a real chance of a September hike from the European Central Bank. The Federal Reserve and Bank of England have both left the door open without committing.

How high did oil prices climb?
Brent crude rose about 2% to more than $92 a barrel, its highest level in roughly a week.

Could this selloff continue?
Analysts say further tanker incidents or a confirmed rate hike could extend the selloff, since both would reinforce the same inflation and borrowing-cost pressures.

Retail investors have also felt the swings, with several popular index funds posting their worst single-day performance in weeks. Financial advisers say the current volatility is a reminder that geopolitical shocks can move markets faster than domestic economic data releases. Some brokerages reported a rise in trading volume as both institutional and individual investors repositioned portfolios in response to the yield spike.

Sources:

The FTC Says Amazon Secretly Overcharged Advertisers by $20 Billion — Here’s How

The FTC Amazon advertiser overcharging case, filed Monday in Seattle federal court, accuses the company of secretly manipulating its ad auction system. Regulators say the scheme squeezed more than $20 billion out of advertisers since 2019. The Federal Trade Commission and 22 state attorneys general brought the suit together.

The complaint says Amazon misled roughly 1.2 million advertising customers about how pricing and terms worked for its sponsored listings. More than 500,000 small and medium businesses are among those affected. Sponsored listings are the ads that appear at the top of search results across Amazon’s marketplace.

What the FTC Amazon advertiser overcharging complaint alleges

According to the FTC, Amazon changed its ad auction rules in 2019 in a way that let it quietly raise the effective price advertisers paid. The company did not disclose the change, regulators allege. CNBC reports the complaint centers on sponsored product ads, brand ads, and display ads that run alongside search results. The hidden surcharges, the FTC argues, ultimately pushed up prices that consumers paid too.

Amazon fulfillment center exterior linked to the FTC Amazon advertiser overcharging case

Amazon JFK8 fulfillment center photo: Tdorante10, CC BY-SA 4.0, via Wikimedia Commons.

How Amazon is responding

Amazon calls the lawsuit “misguided.” The company says it fundamentally misunderstands how its advertising auctions work and presents no evidence that shoppers were harmed. Amazon’s auction system prioritizes ad relevance to a shopper’s search terms before bid size, the company says, a design meant to keep prices lower for advertisers overall. Amazon also cites figures showing its auction changes saved advertisers roughly $8 billion between 2021 and 2025.

Amazon logistics warehouse building tied to the FTC Amazon advertiser overcharging lawsuit

Amazon JFK8 logistics park photo: Tdorante10, CC BY-SA 4.0, via Wikimedia Commons.

Why this case adds to Amazon’s legal exposure

The advertiser lawsuit lands on top of other pending FTC actions against Amazon. One separate case alleges the company enrolled consumers in Prime memberships without clear consent. Antitrust lawyers say a loss in the advertiser case could force changes to how Amazon structures ad pricing across its marketplace. A court order could require more transparency in how the auction sets prices. The case could also lead to civil penalties running into the billions of dollars if the FTC prevails.

How advertisers and sellers are reacting

Trade groups representing small online sellers say the case validates complaints they have raised for years about opaque ad pricing on Amazon’s platform. Some advertising agencies that manage Amazon campaigns for clients say they plan to review historical billing data to estimate their own potential exposure to the alleged surcharges. Amazon has not said whether it will offer any settlement fund to advertisers while the case proceeds through the courts.

State attorneys general have increasingly joined federal cases against large technology companies in recent years. They argue that coordinated action gives regulators more leverage than either level of government pursuing a case alone. The 22 states involved in this lawsuit span both major political parties. Legal observers say that detail signals broad, bipartisan concern about the underlying allegations rather than a partisan enforcement effort. Amazon’s outside counsel has signaled the company will contest both the federal and state claims together rather than seeking to settle with individual states separately.

What happens next in the Amazon case

Amazon is expected to file a motion to dismiss in the coming months. Discovery in a case this size typically stretches well over a year before trial. Advertisers who believe they were affected are watching closely. A favorable ruling for the FTC could open the door to private damages claims layered on top of any government penalty. For related coverage on major tech legal exposure, see our reporting on the Meta multistate settlement and the ongoing wave of tech layoffs.

This is not Amazon’s first brush with federal antitrust scrutiny. The company has faced separate government actions over its marketplace practices and subscription enrollment methods in recent years. Legal analysts say a pattern of parallel cases can add pressure on a company even when no single case is decisive. Courts and regulators sometimes reference findings from one matter when evaluating another. Amazon’s legal team has consistently argued that each case should be judged on its own facts rather than as part of a broader pattern.

Answering the obvious questions

How much did Amazon allegedly overcharge advertisers?
The FTC and state attorneys general allege Amazon extracted more than $20 billion in hidden surcharges from advertisers since 2019.

How many advertisers does the case cover?
The complaint says roughly 1.2 million advertising customers were affected, including more than 500,000 small and medium businesses.

What does Amazon say in response?
Amazon calls the lawsuit misguided and says its auction system saved advertisers billions of dollars rather than costing them money.

Who filed the lawsuit?
The Federal Trade Commission filed the case jointly with 22 state attorneys general in federal court in Seattle.

Could consumers be affected too?
The FTC argues the hidden ad surcharges fed into higher prices for shoppers. Amazon disputes that shoppers were harmed.

How long could the case take?
Cases of this size typically take well over a year to reach trial once motions and discovery are underway.

Consumer advocacy groups have welcomed the lawsuit, saying it validates years of complaints about opaque digital advertising markets generally, not just Amazon’s practices. Some economists who study online marketplaces say hidden auction mechanics are difficult for outside researchers to audit without regulatory subpoena power. That is part of why cases like this one often start with a government investigation rather than a private lawsuit.

Sources:

Two Oil Supertankers Just Got Hit in the Strait of Hormuz — Nobody Has Claimed It

A Strait of Hormuz tanker attack struck two supertankers with unidentified projectiles late Monday. It adds a fresh flashpoint to an already tense standoff between Iran and the United States over shipping rights through the waterway. No group has claimed responsibility, and Tehran has not acknowledged involvement.

The Saudi-operated very large crude carrier Sidr and the Sinokor-operated Senegal Prosperity were both hit by three projectiles each. The strikes hit vessels transiting waters roughly 17 nautical miles east of Khasab, Oman. Shipping insurers say neither vessel suffered casualties, injuries, or environmental damage, though both sustained hull damage.

What happened in the Strait of Hormuz tanker attack

Bloomberg reported that the strikes hit both vessels within a short window as they completed outbound transits of the strait. Arab News confirmed maritime security firms tracked the incident in real time. Analysts flagged it as part of a wider pattern of unclaimed attacks on commercial shipping in the corridor this year.

Oil tanker at sea representing vessels involved in the Strait of Hormuz tanker attack

Oil tanker photo: Jernej Furman, CC BY 2.0, via Wikimedia Commons.

Why responsibility remains unclear

Neither Iran nor any allied or proxy group has claimed the strikes. That fits a pattern seen throughout the current standoff. Attacks on commercial vessels tend to go unclaimed even as both sides accuse each other of destabilizing the waterway. The incident comes days after direct exchanges between Iranian and U.S. forces reopened. That followed a period when the conflict had shifted toward economic pressure rather than open strikes.

Iranian officials spoke at the Shanghai Cooperation Organisation summit in Kyrgyzstan. They said Tehran would reciprocate if Washington returns to the terms of a memorandum of understanding reached earlier this year. That would include guarantees of free navigation through Hormuz. The offer has not visibly slowed the pace of unclaimed incidents at sea.

How the shipping industry is reacting

Maritime insurers have already raised war-risk premiums for vessels transiting the strait. Several shipping lines are reviewing routing options, though no viable alternative avoids Hormuz entirely for Gulf crude exports. Brent crude rose roughly 2% in the immediate aftermath of the attack, touching its highest level in about a week. Traders priced in the risk of further disruption to a corridor that carries a large share of the world’s seaborne oil.

What the region’s governments are saying

Gulf state officials have called for restraint from all sides while stopping short of assigning blame for Monday’s strikes. Oman, whose coastal waters saw the attack, has increased naval patrols in the area. Qatar and the United Arab Emirates have both reiterated that freedom of navigation through Hormuz remains a shared regional priority regardless of who is behind individual incidents.

The Strait of Hormuz carries roughly a fifth of the world’s oil supply on any given day. That is why even a single unclaimed incident draws outsized attention from energy markets. Countries that rely heavily on Gulf oil imports, including several major Asian economies, have urged all parties to avoid further escalation. Diplomats from Gulf Cooperation Council states have offered to mediate between Washington and Tehran, though neither side has formally accepted an outside broker for the current standoff.

What happens if the attacks keep coming

Shipping security firms expect naval escorts and convoy-style transits through the strait to increase in the coming days. That mirrors responses to earlier waves of unclaimed attacks. A sustained pattern of strikes could push more insurers to raise premiums further or restrict coverage for certain routes. Those costs eventually show up in fuel and shipping prices well beyond the Gulf. For related coverage on the broader standoff, see our reporting on the direct Iran-US military exchanges and the Middle East travel advisory currently in effect.

This is not the first unclaimed strike on shipping in the strait this year. Maritime trackers say the pattern has grown more frequent since direct exchanges between Iranian and U.S. forces resumed. Vessel operators increasingly route additional security personnel aboard ships transiting the corridor. Some have begun sailing in tighter groups to reduce individual exposure. The lack of a clear culprit makes it harder for any single government to respond directly. Analysts say that ambiguity may be part of the appeal for whoever is behind the attacks.

Frequently asked: the Hormuz incident

Which ships were hit in the Strait of Hormuz tanker attack?
The Sidr, operated by Saudi Arabia’s Bahri, and the Senegal Prosperity, operated by South Korea’s Sinokor Group, were both struck by three projectiles each.

Were there any casualties?
No casualties, crew injuries, or environmental damage have been reported by either operator.

Who is responsible for the attack?
No group has claimed responsibility. Iran has not acknowledged involvement, consistent with the unclaimed pattern of recent incidents in the strait.

How has the oil market reacted?
Brent crude rose about 2% following the strikes, touching its highest level in roughly a week.

Is shipping through Hormuz still possible?
Yes. Vessels continue to transit the strait, though insurers have raised war-risk premiums and some operators are reviewing security measures.

Could this escalate further?
Officials on both sides have floated conditions for de-escalation. The pattern of unclaimed strikes has continued despite those diplomatic signals.

Naval analysts say identifying the source of these projectiles is technically difficult even with satellite tracking. Small fast boats or shore-based launchers can strike and withdraw within minutes. That technical difficulty is one reason attribution has lagged behind nearly every recent incident in the strait. Regional airlines have also adjusted some flight paths near the Gulf coast as a precaution, though commercial air traffic through the wider region continues largely as normal.

Sources:

Russia Just Hit Kyiv for a Sixth Straight Night — Six of the Dead Were Rail Workers

Russia Kyiv strikes September attacks killed at least 12 people on Tuesday. Dozens more were wounded as Moscow’s bombardment of the Ukrainian capital entered a sixth consecutive night. Ukrainian officials said the barrage mixed jet-powered drones with ballistic missiles. It hit a rail depot and an ordinary five-story apartment building in the same wave.

President Volodymyr Zelensky said six of the dead were railway workers caught at the depot. The toll underscores a shift: the strikes increasingly target infrastructure that keeps the country running, not only military sites.

Russia Kyiv strikes September: what was hit and who died

Bloomberg reported that Tuesday’s attack was the sixth straight night of bombardment against Kyiv and its suburbs. Air defense crews described an unusually dense mix of decoy drones and live warheads designed to overwhelm interceptors. The Kyiv Independent put the confirmed death toll at 12, including the six rail workers. The number of wounded kept climbing as rescue crews cleared rubble.

Kyiv skyline pictured during the period of Russia Kyiv strikes September escalation

Kyiv cityscape photo: Valerii Tkachenko, CC BY 2.0, via Wikimedia Commons.

Why the bombardment is escalating now

Russian President Vladimir Putin claimed his forces have seized roughly 270 square kilometers of territory in Donetsk in recent weeks. He said they have surrounded a large group of Ukrainian troops there. Kyiv disputes the scale of those claims. But the ground fighting in the east has coincided with a sharp rise in long-range strikes on the capital. Ukrainian officials read this as pressure meant to force concessions at the negotiating table rather than on the battlefield alone.

Ukraine’s air force says it intercepted most of the incoming drones and missiles. The sheer volume of the barrage let a portion through, including the warhead that struck the residential building. Kyiv has repeatedly asked Western partners for more Patriot interceptor batteries. Tuesday’s strikes renewed that appeal.

The human cost beyond the death toll

Rail workers make up an unusually large share of Tuesday’s victims. Russian missiles have repeatedly targeted freight and passenger rail infrastructure this year. The goal appears to be disrupting the movement of both military supplies and civilians. Local officials say several rail lines out of Kyiv remain suspended while crews inspect damaged track and signaling equipment.

City authorities have opened additional shelters for residents whose homes were damaged. Utility crews are working to restore power to blocks near the residential strike site. Ukrainian officials have not said whether the rail depot will be back in service within days or weeks.

How the war economy is absorbing the damage

Ukraine’s rail operator has diverted freight through alternate routes to keep grain and fuel shipments moving despite the damaged depot. Insurers covering Ukrainian infrastructure have flagged rising claims tied to repeated strikes on transport and energy sites this year. Reconstruction planners say each new wave of damage adds to a rebuilding bill that independent estimates already put well into the hundreds of billions of dollars. Kyiv’s city government has asked international donors for emergency generators and rail-repair equipment on top of existing aid packages.

The war has now stretched well past initial expectations on both sides. Repeated rounds of talks have failed to produce a lasting ceasefire. Ukrainian officials say they remain open to negotiations but will not accept terms that reward continued strikes on civilian infrastructure. Western governments have periodically floated new sanctions packages targeting Russia’s energy exports, though enforcement gaps mean Moscow has continued to find buyers for its oil. Kyiv’s allies say the current strikes make it harder to build political support at home for further sanctions relief discussions. Public attention keeps returning to civilian casualties rather than battlefield lines.

What comes next as the barrage continues

Ukrainian officials expect the current wave of strikes to continue as long as Russia keeps making battlefield claims in Donetsk it wants to reinforce politically. Diplomatic channels remain open, including discussions on the sidelines of recent multilateral meetings. Neither side has signaled a near-term ceasefire. Related coverage includes our reporting on the Ukraine weapons depot strike earlier this year and the opening of the UN General Assembly, where the war is expected to feature prominently.

Western allies have condemned the strikes on civilian infrastructure. Several governments have repeated calls for additional air-defense support to Kyiv. Ukraine’s rail network carries not just passengers but also grain exports that move through Black Sea ports. Repeated strikes on depots raise concerns about wider disruption to Ukraine’s agricultural trade. Officials in Kyiv say they are prioritizing repairs on lines that connect directly to export routes, even as strikes continue elsewhere in the network.

Common questions about the strikes

How many people died in the latest Kyiv attack?
At least 12 people were killed, including six railway workers, with dozens more wounded.

What did the strikes target?
Ukrainian officials say the barrage hit a rail depot and a residential apartment building among other sites across the capital region.

Why has Russia intensified strikes on Kyiv?
The escalation follows Russian claims of territorial gains in Donetsk. Ukrainian officials view it as an attempt to add battlefield leverage ahead of any negotiations.

Is Ukraine’s air defense holding up?
Ukraine says it intercepts most incoming drones and missiles. Large mixed barrages have let some warheads through, prompting fresh requests for more Patriot batteries.

Are rail services disrupted?
Yes. Several lines out of Kyiv remain suspended while crews repair damaged track and signaling equipment.

Is a ceasefire close?
No. Diplomatic contacts continue, but neither Kyiv nor Moscow has signaled a near-term halt to strikes or ground operations.

Sources: