Which model should you buy?

Display and case

Storage, memory and maps

Garmin

Features, functionality and battery life

How much of an upgrade is the Garmin Fenix 9 over the Fenix 8?

Garmin

Swapping out your turntable’s stylus is an easy upgrade.

Picking a stylus

Josefephotography/Getty Images

Choosing the right cartridge

gadiel img/Shutterstock

NVIDIA’s $16,000 RTX PRO 6000 can beat the RTX 5090, but gamers aren’t who it’s built for.

The RTX PRO 6000 is built for work, not Steam

Screenshot by Husain Parvez (NVIDIA)

It can be used for games, but the numbers become absurd

Evolf/Shutterstock

Anthropic will spend $11.6 billion over seven years on Akamai’s cloud infrastructure, Akamai said Thursday. That’s more than six times the size of a $1.8 billion deal between the two companies that Bloomberg reported in May. The commitment isn’t ironclad; according to Akamai’s securities filing, it depends on Akamai meeting certain delivery and service-availability requirements, and either company can end the agreement under certain conditions.

The deal is the largest in Akamai’s history and continues Anthropic’s compute gobbling-streak. It also represents a bet on a less-hyped corner of AI infrastructure: CPUs. Demand for CPUs, the general-purpose chips that handle work like running code and browsing the web, has grown as AI agents take on more tasks, though Akamai didn’t say what Anthropic will use them for. 

Akamai won’t see revenue from the deal this year. On an investor call Thursday, executives said they expect $150 million to $300 million in 2027, starting in the second half, with revenue reaching an annual pace of about $1.7 billion by the end of 2028. 

To build out the capacity, Akamai expects to spend about $5.5 billion. It is also adding about $1.7 billion to this year’s capital spending to buy components such as memory in advance. 

As part of the deal, Akamai issued Anthropic a warrant, essentially the right to buy shares at a set price, for nonvoting preferred stock convertible into 7.7 million common shares, or up to about 5% of the company’s outstanding stock, at $111.33 a share. About 2% is expected to vest, or become available to Anthropic once it makes its first payment under the deal. The rest is tied to Anthropic spending more. Each additional $3 billion it commits to Akamai’s cloud services unlocks roughly another 1%, so the deal could grow by as much as $9 billion, to about $20 billion in total.

It’s the first time Akamai has attached a warrant to a cloud deal, and the contract is the largest in company history, Bloomberg reported.

The warrant flips the more common pattern in circular AI deals, in which suppliers — chipmakers and cloud providers — invest directly in the AI labs that buy their products. Here, the supplier is instead giving its customer a potential stake, one that grows as Anthropic’s spending with Akamai does. AMD used a similar structure with OpenAI last year, tying warrants to chip-purchase milestones. 

Anthropic is no stranger to such arrangements. Amazon, Google, Microsoft, and AMD have all invested or agreed to invest in the company while selling it chips or cloud capacity. CEO Dario Amodei told The New York Times last December that Anthropic does not participate in these deals at the “same scale as some other players.”

Akamai shares rose as much as 17% in after-hours trading on Thursday, The Wall Street Journal reported.

Dr Maria Alhajji discusses her energy storage research and the Sophia Project, a physics outreach initiative at UL that engages school students.

Researchers and scientists can draw their inspirations and motivations from many sources. For Dr Maria Alhajji of University of Limerick (UL), the connection between theory and reality is fascinating.

“I am inspired by the moment when someone connects a scientific concept with something they have already observed in everyday life,” she tells SiliconRepublic.com.

As an assistant professor in the physics department of the Faculty of Science and Engineering at UL, she sees her field as “a way of understanding the world – from why the sky appears blue to how electricity, communications, medical technologies and renewable-energy systems work”.

Her role combines teaching, research, undergraduate and postgraduate student supervision and academic service, and contributing to departmental education and outreach initiatives.

“I am particularly passionate about helping students and young people see that physics is not simply a collection of equations,” she says.

“Whether I am teaching first-year students or investigating materials for energy-storage systems, I want people to recognise physics as an active and evolving discipline that shapes our everyday lives.”

Alhajji holds a BSc from Saudi Arabia’s King Faisal University, as well as an MSc and PhD from UL, where she previously worked as a postdoctoral researcher and research fellow.

With an academic background in electrochemistry and energy-storage materials, she now teaches across areas including mechanics, electromagnetism, semiconductor devices, electronics, modern physics and materials analysis.

“I was drawn to electrochemical energy storage because it brings together physics, chemistry, materials science and engineering,” she explains.

“It allows us to study processes occurring at atomic and microscopic scales while addressing one of society’s most urgent challenges: the transition to secure, reliable and sustainable energy.”

Energy solutions for the future

For Alhajji, modern society’s embrace of renewable energy can’t be limited simply to generating electricity from wind or solar; that power also needs to be stored effectively and viably so that it “remains available when the wind is not blowing, the sun is not shining or demand on the grid is particularly high”.

Her scientific research focuses on understanding how the properties of an electrode influence the reactions taking place at its surface and how these learnings can be applied to battery design for use in grid-scale energy storage.

Redox-flow batteries are an energy solution that, according to Alhajji, can be designed for long-duration operation, scaled to suit large installations and maintained differently from conventional sealed batteries.

These qualities, among others, make them ideal for stationary applications that demand consistent and reliable power, according to US industry body Battery Council International, which notes that their unique design – by separating energy storage from power generation – provides flexibility and durability.

Alhajji notes that that while wider deployment of such batteries depends on improving their performance, durability and cost, the principles underpinning them can be applied when considering other electrochemical technologies.

“My broader aim is to establish a clear relationship between a material’s structure, surface chemistry and electrochemical function,” she says.

“I find interfaces particularly fascinating. The performance of an entire battery can depend on reactions taking place across an extremely thin boundary between an electrode and an electrolyte. Small changes at that interface can have a measurable effect on the efficiency and lifetime of the full system.”

The connection between fundamental understanding and technological, real-world impact is a continuous source of motivation for her.

“This understanding can guide the rational design of energy-storage materials that support faster, more reversible reactions while remaining efficient and stable over long-term use.

“I am interested not only in how well an energy-storage system performs, but also in the fundamental physical and chemical processes responsible for that performance.”

She cites iron-based energy storage systems as a promising avenue worth exploring due to that metal being “widely available and potentially more economical than many materials used in current battery technologies”, which could lead to progress in developing energy-storage systems that are efficient, durable, scalable and based on more sustainable materials.

Young scientists

Alhajji’s passion for her field is represented not only in her researching and testing of energy production and storage solutions, but in her attitude to teaching and trying to inspire future generations.

Over the summer, she coordinated UL’s annual Sophia Project physics competition, run by her department and involving more than 70 primary-school children from Cork and Limerick.

“Sophia is a physics outreach initiative at UL that engages schools through interactive workshops, demonstrations and a schools’ physics competition,” she explains. “I have been involved in developing and delivering the workshops and in leading the competition element of the programme.

“The workshops use accessible, hands-on experiments connected to familiar experiences. Pupils might explore static electricity, air pressure or siphoning, or discuss questions such as why the sky is blue.

“Rather than simply showing an experiment and providing the answer, we encourage pupils to predict what will happen, observe the result and develop their own explanation.”

She says that the broader goal of the initiative is to build young people’s confidence and curiosity in science while developing their creativity, teamwork and problem-solving skills, and that schools and teachers have praised its ability to create and maintain interest among participating children.

She acknowledges, too, that teachers themselves can have significant influence in these types of initiatives.

“By supporting teachers and developing engaging activities that can be used in the classroom, we can reach many more young people and build a lasting culture of curiosity, creativity and problem-solving.”

Stay curious

For those starting out on a scientific career journey, Alhajji offers some words of wisdom.

“A career in science is not about always knowing the correct answer. It is about learning how to investigate a question carefully, evaluate evidence and continue when an experiment does not behave as expected. Unexpected results are often where the most interesting research begins.

“Stay curious and never be afraid to ask what appears to be a simple question. Many important scientific discoveries begin with someone questioning something that others have taken for granted.”

She acknowledges the need for a strong foundation in the likes of physics and maths, but notes that softer skills – such as communication, teamwork and practical problem-solving – should not be overlooked.

“Modern scientific research is highly collaborative and often brings together people from several different disciplines,” Alhajji notes.

And she stresses, also, the importance of keeping an open mind – advice which perhaps might be heeded regardless of one’s age, academic status or specific career journey.

“You do not need to have your entire career planned from the beginning. Curiosity is often the best place to start.”

Don’t miss out on the knowledge you need to succeed. Sign up for the Daily Brief, Silicon Republic’s digest of need-to-know sci-tech news.

Since the Oculus Quest 2, the VR industry has been chasing a high point that seems impossible to re-summit — let alone surpass. I mean, how can you compete with popularity propelled by global pandemic-caused lockdowns and ultra-low costs when people are no longer trapped in their homes and facing down RAM-crisis-fuelled tech price hikes?

You can’t. But the Meta VR Glasses give me hope that’ll change, that VR is on an upward swing again.

Try this before sending it in for repair or upgrading.

Samsung checks a surprisingly large chunk of your phone

Screenshot by Husain Parvez

A healthy Galaxy can still feel slow

Samsung

If you moved to Android, your Apple Watch can come with you.

How well does Merge Watch work?

Adnan Ahmed for Engadget

Using an Apple Watch with Android

Adnan Ahmed for Engadget

Welcome to Kernel Panic! A weekly newsletter by Lily Hay Newman and Matt Burgess from inside the new world of privacy and digital security. To receive this newsletter in your inbox each week, sign up here.

When every random text message feels like it’s a scam, and with AI supercharging digital fraud, old-time credit card skimmers and bogus letters that arrive in the mail may seem laughable as potential threats in 2026. But as we all suffer through a seemingly unending barrage of potential scams, these antiquated attacks are still costing victims around the world dearly.

The fake-new-credit-card-in-your-mailbox trick is particularly insidious. Portugal, France, and Germany have all had waves of physical credit card scams in recent years where criminals have mailed phony replacement cards or letters to potential victims. Included letters often claim a current card is set to expire soon, whether the victim actually has one that’s about to expire or not. In order for the new (fake) card to be activated, the scam letter says, it should be registered using an included QR code or URL. Some sham cards even have real customer names printed on them, says Georg Hauer, an advisor for digital banks. “The card is almost like a token that creates the trust that is needed in order to fall for the actual trick,” he says.

If someone scans the QR code, they’re typically redirected to a fake banking website, where they’re asked to enter their details—potentially giving cybercriminals direct access to their real accounts. “This has been escalating for close to two years, and I believe that this type of scam might have proven to be successful enough to be rolled out in other countries,” Hauer says. “The cost of producing a personalized fake card has dropped in recent years thanks to AI just being able to copy a design based on an image, and the higher conversion rate per victim might justify the extra costs.”

Mail scams aren’t the only ’90s throwback on the docket. The US Attorney’s Office for the Northern District of Alabama indicted two Romanian nationals last week on charges related to alleged credit card skimming. Authorities say the pair specifically targeted government SNAP food assistance benefits distributed to recipients in most states on antiquated magnetic stripe-only debit cards, or Electronic Benefit Transfer (EBT) cards.

Fraud related to chip credit cards does exist as well, but this recent case serves as a reminder that classic skimmers targeting magnetic stripe credit cards are still deployed by scammers because there’s apparently still enough swiping going on to make it worth their while. The FBI says that EBT card skimming has risen in popularity among scammers since about 2021.

“Skimmer fraud is rampant with losses in the United States alone reaching over $1 billion each year,” US Attorney Phillip W. Williams Jr. said in a press release about the recent indictment. (That billion dollars includes multiple types of credit card skimming, not just EBT targeting.) “It is a silent insidious theft that occurs by merely swiping a credit card at a point of sale.”

Gary Warner, the director of intelligence at the cybersecurity firm DarkTower points out that dozens of states continue to use mag-stripe only cards for benefits purposes. “The risk here is that if the mag stripe is compromised, a clone of the card can be created and access not only the current value, but future value as well,” he says.

More broadly, Warner tells us, there are still multiple risks related to making payments using the magnetic stripes on any cards—even if they also include more secure chips that have been issued over the last decade-plus. “Non-bank ATMs and smaller non-chain merchants may expose your chip-enabled card to mag stripe reading,” Warner says. “Mag-stripe skimmers are often installed in such a way that the chip read is forced to fail.”

from the missing-the-real-national-security-risk dept

Pete Hegseth and Trump got a dubious win today: a 2-1 panel of the DC Circuit found that the designation of Anthropic as a supply chain risk was not unlawful. It dismissed Anthropic’s challenge despite (1) a different court having found the exact opposite not that long ago; (2) being predicated on a statutory interpretation of “supply chain risk” that would effectively deem most AI models, and potentially all software, a supply chain risk; (3) having made this designation selectively and punitively; and (4) it resulting in Anthropic being disqualified from selling its model to any government agency, including those without same concern the DC Circuit credited the military with having.

To some extent the difference in the two decisions can be explained by the two different statutes at issue. Hegseth claimed the authority to make “supply chain risk” designations under two separate ones, 10 U.S.C. § 3252, which was at issue in the California challenge, and 41 U.S.C. § 4713, which was at issue in this case. Congress is also partly to blame for this mess, because in writing the statutory definition for “supply chain risk” in the 4713 statute it created more space for dubious interpretations like this one (“Whatever paradigmatic examples individual members of Congress may have had in mind, the statutory definition is not limited to “adversar[ies],” 10 U.S.C. § 3252(d)(4), and instead covers “any person,” which cannot refer only to foreign entities, 41 U.S.C. § 4713(k)(6).”).  The statute also constrained how such designations could be challenged, sending them all directly to the DC Circuit, rather than a district court, which is why Anthropic’s challenge of the Hegseth action ended up in two separate cases.

But a bizarre situation has still resulted where one court has said that Anthropic’s First Amendment and due process rights had been violated, and another has now said they weren’t, even though the same action was involved with both. Anthropic argued that the California district court’s earlier decision should have been controlling, but the DC Circuit disagreed:

Anthropic contends that the Northern District’s decision is preclusive as well as persuasive. But because the Department’s designation authority is much broader under section 4713 than it is under section 3252, the issues flagged by Anthropic are not the same in both cases. So, for example, the Northern District’s determination that the section 3252 designation was arbitrary does not control our determination whether the section 4713 designation was arbitrary. Likewise, the Northern District’s determination of exigency under section 3252 does not control our determination of exigency under section 4713. In any event, Congress gave this Court exclusive jurisdiction to review procurement actions taken pursuant to section 4713 designations, see 41 U.S.C. § 1327(b)(1), and it specifically barred other courts from reviewing any other “action taken under” section 4713, see id. § 1327(a). That strict “allocation of jurisdiction” to this Court makes it inappropriate to constrain our review based on the Northern District’s judgment. Restatement (Second) of Judgments § 28 (1982); see Shaw v. State of Cal. Dep’t of Alcoholic Beverage Control, 788 F.2d 600, 607–09 (9th Cir. 1986); Lyons v. Westinghouse Elec. Corp., 222 F.2d 184, 188–89 (2d Cir. 1955) (L. Hand, J.).

Instead, because the DC Circuit read the statutory authority Hegseth drew from differently, apparently given its textual differences, it found Hegseth entitled to take the action that he did. But it is a dubious reading that would have broad implications the court did not address. In short, because Anthropic would still have control over its model, the court found that it could be considered to have the power to “manipulate” it, even after being deployed in government, and that made it a supply chain risk.

The Secretary reasonably concluded that removing Anthropic from the Department’s supply chain was necessary to protect national security by reducing supply chain risk to the Department’s information systems. Specifically, the Secretary credited a joint recommendation from two senior Department officials that Claude might be “subject to manipulation” by Anthropic “in such a manner as to inhibit the DoW’s use thereof.” App. 178. Likewise, he credited Under Secretary Michael’s conclusion that Anthropic might “manipulat[e]” the “design, integrity, and operation” of the Department’s Claude models, potentially causing “critical defense system[s] failing to engage” as intended by the Department. Id. at 182.

The record in this case amply supports the Secretary’s conclusion. To begin, it is undisputed that Anthropic can and does control how Claude responds—or fails to respond—to user prompts. Anthropic’s Chief Science Officer explained how the company “seek[s] to embed safety considerations directly into the model itself.” App. 8. Its CEO explained how such training gives the model an “identity, character, values, and personality” of its own, tethered to a “constitution” developed to impose “high-level principles and values” on Claude itself. Id. at 93–94. And the head of its public-sector business explained: “Model training is the primary mechanism through which Anthropic can influence the behavior of models used by the Department.” Id. at 276. Anthropic disclaims any ability to access or alter a model that has already been delivered to the Department, see id., despite the “technical measures” that it uses to police compliance with usage restrictions by private customers, id. at 8. Nonetheless, extant models reflect Claude’s “[c]onstitutional” training. Id. at 274–75. Moreover, Anthropic may encode additional restrictions each time it delivers any “new version of the model” to Department contractors. Id. at 276. Finally, it is undisputed that such model restrictions are vitally important to Anthropic, which describes them as lying “at the core of [its] mission.” Id. at 2.

The record also indicates that Anthropic’s model training is effective in enforcing usage restrictions and that, as a result, Claude has refused to answer legitimate queries from government users. Anthropic itself explained how early, commercially available versions of Claude frustrated Department and intelligence-community users by refusing prompts to evaluate classified materials. App. 255. Likewise, as Under Secretary Michael explained, the Department learned in 2025 that Claude had refused to process CDC prompts to support research to prevent the spread of infectious diseases. Id. at 212. Anthropic responds that these glitches reflected safety features appropriately built into models sold to private companies and were resolved after Anthropic engineers worked with the relevant government stakeholders. Id. at 255–56, 261–62. Perhaps so, but the point here is not that these model or usage restrictions were arbitrary; instead, it is that Anthropic’s model training does effectively enforce contractual usage restrictions.

Finally, the record reveals a recent, serious dispute about the scope of the contractual prohibitions on lethal autonomous warfare and mass domestic surveillance. Under Secretary Michael describes the incident in general but striking terms: [O]ne of Anthropic’s executives questioned the propriety of the potential use of their software for a sensitive military operation abroad despite that use being permitted under the existing Terms of Service. This led to alarm by the DoW and the prime contractor who provides Anthropic software, and raised material doubts as to whether they would cause their software to stop working or cause some other disastrous action that would put our warfighters[’] lives in danger. App. 181. Anthropic does not say much about this incident, except to suggest that it reflected a misunderstanding. Id. at 236–37. But regardless, Anthropic has made clear that it views the contractual prohibition on mass domestic surveillance as urgent to support “democratic values,” id. at 146, and the contractual prohibition on lethal autonomous warfare as urgent to avoid “put[ting] America’s warfighters and civilians at risk” of a catastrophic AI mistake, id. at 147. For its part, the Department has made clear that it views an “any lawful use” authorization to be critical to its “AI-first” strategic plan. Id. at 202, 206. With such diametrically opposed positions and with contractual limitations that are hardly self-defining, the prospect for disputes is apparent.

In sum, the Department reasonably feared that Anthropic might manipulate Claude’s design to prevent it from performing national-security functions that the Department deems contractually authorized and necessary.

The nightmare hypo that the court credited was what if the military had some sensitive plans that depended on Claude’s use, which Anthropic then changed on the fly, which jeopardized the mission. But there are multiple problems with the court’s acceptance of the government’s argument here.

For one, if the court’s statutory interpretation about the power to affect the operation of delivered software were correct, then pretty much any software product, at least those still subject to vendor-supplied updates, could be considered supply chain risks, given that any update could make substantive changes. In any case, it would seem to mean that any AI model would be too risky for the government to use, because there is nothing unusual about Anthropic’s model-control architecture—to the extent Anthropic could still control its model, so could any other AI vendor potentially control theirs. Whether they would or not would depend on the contract restraining them, and the only thing potentially different about Anthropic is that it did not want to be contractually obligated to allow certain functions that Hegseth really wanted—functions that were ethically dubious at best and monstrously dangerous at worst.

But because that contractual reluctance upset Trump and Hegseth, they singled Anthropic out, alone, for negative treatment, turning their pique that “we can’t agree with Anthropic on how the software would need to be designed for us to be able to buy it” into “and because we can’t agree then NO ONE ELSE IN THE GOVERNMENT CAN EVER USE IT.” Per the DC Circuit, such an overbroad measure—after all, not every agency had the same concerns about changeability that the military might, yet Hegseth was deciding for them, too, whether they could use Claude, even when its architecture created no particular risk to them—and clearly punitive measure was perfectly fine because it implicated the implicit “national security” exception to the First Amendment the Founders apparently wrote into it in invisible ink.

To succeed on such a First Amendment retaliation claim, the plaintiff or petitioner must prove that (1) it engaged in protected speech, (2) the government took materially adverse action against it, and (3) the speech caused the materially adverse action. See Houston Cmty. Coll. Sys. v. Wilson, 595 U.S. 468, 477–79 (2022); Aref v. Lynch, 833 F.3d 242, 258 (D.C. Cir. 2016). Anthropic has satisfied the first and second prongs of this test, but not the third. The First Amendment squarely protects Anthropic’s advocacy regarding the safe and appropriate use of AI products. Moreover, the Department’s exclusion of Claude from its supply chain plainly qualifies as a materially adverse action. However, we can discern no causal connection between the two. Instead, the record makes clear that the Department removed Anthropic from its supply chain not because of its advocacy, but because Anthropic refused to agree to a contract term the Department deemed essential to national security.

Because Anthropic wouldn’t do the deal Hegseth wanted to do, he was therefore entitled to declare it too risky for anyone in the government to use, without it being seen as punishing Anthropic for its disinclination.

Anthropic points to various pungent statements in the Secretary’s February 27 social media post. Among other things, the Secretary denounced Anthropic’s “sanctimonious rhetoric,” “virtue-signaling,” and “Silicon Valley ideology.” App. 77. Such rhetoric seldom provides a sound basis for judging the lawfulness of federal executive action. See, e.g., Mullin v. Doe, 146 S. Ct. 2121, 2139 (2026); Trump v. Hawaii, 585 U.S. at 700–02. In any event, for all its flourishes, the Secretary’s social media post squarely addresses Anthropic’s refusal to provide the “all lawful uses” contractual authorization. He described Anthropic’s behavior as a “textbook case of how not to do business” with the Pentagon. App. 77 (emphasis added). He reiterated the Department’s demand for “full, unrestricted access to Anthropic’s models for every lawful purpose in defense of the Republic.” Id. (cleaned up). And he characterized Anthropic’s refusal to provide that access as imposing an unacceptable “veto power over the operational decisions of the United States military.” Id. The nub of this dispute was contractual, and the First Amendment did not require the Department to continue a contractual relationship that it viewed as creating a national-security risk.

Per the DC Circuit panel, the First Amendment takes a backseat to the President and his Secretary’s determination that a technology can ever be used by the government, no matter what.

This case raises profoundly difficult questions about the appropriate military uses of an almost unimaginably powerful new technology. The Secretary raises the deeply sobering prospect of overly constrained AI models shutting down unexpectedly and thus causing important military operations to fail. Anthropic raises the deeply sobering prospect of unconstrained AI models hallucinating inappropriate targets for lethal military force. Both possibilities present obvious national-security concerns. But in our Republic, it is the President and the Secretary of War who must determine how best to balance the competing risks. In doing so here, the Secretary did not transgress any limits on his authority under the Supply Chain Security Act or the Constitution. Accordingly, we deny the petitions for review.

Which cannot possibly be right if the Bill of Rights is to have any meaning in limiting government power, and especially not on a record like this.  Yet here we are.

Filed Under: 1st amendment, defense department, dod, donald trump, pete hegseth, supply chain risk

Companies: anthropic