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Whatever you do, don’t buy this model of Samsung Galaxy A57

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The Samsung Galaxy A57 is a distinctly mid-range smartphone – and I don’t mean that as an insult. 

The Galaxy A57 separates itself from much of the mid-range competition with a particularly premium glass and aluminium build that’s both thinner and lighter this year, along with Samsung’s polished One UI 8.5 software, a smattering of new AI features and a much longer OS upgrade promise, making the £529 price tag for the entry-level 256GB model much easier to swallow.

However, it’s not exactly the perfect phone – the focus on a premium build has meant sacrifices in other areas. 

The 6.7-inch Super AMOLED screen, for example, has slimmer bezels, but they’re still not symmetrical like those on the cheaper Honor 400, while the camera setup leaves much to be desired. 

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The 50MP main camera is fairly well-specced for the price, but the accompanying 12MP ultrawide and 5MP macro lenses have all but been outshone by the competition, particularly the Nothing Phone 4a Pro, which is both cheaper and boasts higher-res, more advanced lenses. Really, you’d expect to find those secondary lenses on something in the sub-£300 market from any other brand.

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Samsung Galaxy A57 5GSamsung Galaxy A57 5G
Image Credit (Trusted Reviews)

It’s also not exactly a performance beast, featuring Samsung’s distinctly mid-range Exynos 1680 chipset and 8GB of RAM. It’s fine for day-to-day use in early testing, but it can’t hold a candle to the flagship-level A19 chipset in the iPhone 17e, nor to the Snapdragon 8 Elite in the Poco F8 Pro. 

But, again, at £529, you can kind of accept those shortcomings. It’s not a full-fat flagship, after all, and most mid-rangers have a particular ‘focus’, be it camera hardware, design or performance, where other areas take a hit to get to the price point.

However, that metric changes completely when you look at the 512GB/12GB model, which rather inexplicably, costs £699. 

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Display on Samsung Galaxy A57Display on Samsung Galaxy A57
Image Credit (Trusted Reviews)

That’s £170 more, for 4GB more RAM and an additional 256GB of storage, the former of which you probably won’t notice all that often in everyday use. £699 isn’t mid-range – that’s premium,  almost flagship-level money, and the A57’s shortcomings are much harder to forgive at that price point. What I’m trying to say is, avoid that model at all costs.  

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Much better options available at the price

For £699, there are plenty of more capable phones than the Galaxy A57 available to you – case in point, Samsung’s own Galaxy S25 FE. The phone comes in at £649, and while you don’t get the same 512GB of storage as the A57, you do get much more bang for your buck in other areas.

The phone has a 6.7-inch AMOLED screen with an LTPO-enabled 120Hz refresh rate and those all-important symmetrical bezels, along with better performance from the Exynos 2400 chipset and nice extras like wireless charging – all for £50 less than the A57.

It’s even harder to vouch for the Galaxy A57 once you look beyond Camp Samsung at the price point. That’ll net you a phone like the £649 OnePlus 15R with its bigger, faster 6.8-inch 165Hz AMOLED screen, a much more powerful Snapdragon 8 Gen 5 processor, a frankly massive 7400mAh battery and similarly rapid 80W charging.

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OnePlus 15R in handOnePlus 15R in hand
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There’s also the £699 Motorola Edge 70, and while it doesn’t offer much of an uptick in the performance department, it’s impressively thin and light at 6mm and 159g, making it one of the slimmest options on the market – and complete with a relatively big 4800mAh battery and a gorgeous 6.7-inch 120Hz AMOLED screen.

Motorola Edge 70 on a tableMotorola Edge 70 on a table
Image Credit (Trusted Reviews)

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Xiaomi’s 15T Pro is another solid alternative, coming in at £649. It packs not only the flagship-level Dimensity 9400+ chipset but also a premium camera setup comprising a 50MP main with a large 1/1.3-inch sensor, a 50MP 5x periscope, and a 12MP ultrawide, along with a 6.8-inch 144Hz AMOLED display that’ll give some of the best around a run for its money. 

Xiaomi 15T ProXiaomi 15T Pro
Xiaomi 15T Pro Image Credit (Trusted Reviews)

In fact, you can even get proper flagship-level phones for the price. The Nothing Phone 3 cost £799 at release in late 2025, but at the time of writing, it’s available for just £559 at Amazon with 256GB of storage and 12GB of RAM – and you’re getting a much more capable phone than the Galaxy A57, with change to spare.

Nothing Phone 3 backNothing Phone 3 back
Image Credit (Trusted Reviews)

You’re getting oodles of power in the form of the Snapdragon 8s Gen 4, along with a proper high-end 6.6-inch screen with an LTPO-enabled 120Hz refresh rate and a peak brightness of 4500nits, a solid camera combination comprised of triple 50MP main, ultrawide and 3x periscope lenses, and to top it all off, Nothing’s stylish Nothing OS experience. 

And that’s not even mentioning the design, with the Phone 3 offering one of the most unique looks of any smartphone around right now. 

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Frankly, the Galaxy A57 pales in comparison to any of these phones, and you’d be much better off with those than the overly expensive 512GB model. 

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It’s likely down to the spiralling cost of RAM

But why is the 512GB Galaxy A57 so much more expensive than the 256GB model? While Samsung hasn’t confirmed it outright, I’d expect that it all comes down to the rapidly increasing cost of components, particularly storage and RAM. 

Since the price of RAM skyrocketed in the second half of 2025, driven mainly by AI data centres hoovering up as much RAM as possible, reports and leaks have suggested that mobile manufacturers would essentially pass that cost on to consumers. And that’s what’s starting to happen. It’s not the first phone we’ve seen with a notable price jump compared to its 2025 equivalent – though the other example is, once again, from Samsung. 

Samsung Galaxy S26 Ultra on a tableSamsung Galaxy S26 Ultra on a table
Image Credit (Trusted Reviews)

The Samsung Galaxy S26 has jumped to £879, an £80 increase on last year’s Galaxy S25, while the S26 Plus comes in at £1099, a £100 difference compared to the S25 Plus – and with very few upgrades to speak of. The only model that didn’t really see much of a price hike was the already-premium Galaxy S26 Ultra, which costs a similar £1,279 to last year’s S25 Ultra.

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Samsung knows that the S26 Ultra would no doubt be the most popular in the range, so making it more expensive wasn’t really an option. Instead, the less popular models would cover much of that hit, especially for the larger storage options. The 512GB Galaxy S26, for example, costs £1049 – £170 more. 

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It’s pretty much the same story here: Samsung has tried its best to keep the entry-level 256GB A57 model as affordable as possible and is trying to recoup additional cash from the 512GB/12GB model to offset any potential losses.

That makes sense for Samsung, but honestly, it makes zero sense for consumers to opt for it at such an inflated price – especially when more capable phones are available at the same price. 

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AirTrunk enters India by acquiring Lumina CloudInfra

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The deal is an internal Blackstone consolidation, both AirTrunk (acquired for A$24 billion in 2024) and Lumina CloudInfra (launched by Blackstone in 2022) sit within the same portfolio.

By folding Lumina into AirTrunk, Blackstone gives its Asia-Pacific data centre platform a foothold in India’s hyperscale market without a third-party acquisition. Terms were not disclosed.


AirTrunk, the Asia-Pacific data centre operator owned by Blackstone, is acquiring Lumina CloudInfra, an India-focused data centre developer, marking AirTrunk’s entry into one of the world’s fastest-growing digital infrastructure markets.

The acquisition gives AirTrunk access to Lumina’s development pipeline, customer contracts and relationships, and operational capabilities, including approximately 600 megawatts of planned capacity across India’s major cities, representing up to $5 billion of development potential. Financial terms were not disclosed.

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The deal has an unusual structure: both companies are Blackstone entities. Lumina CloudInfra was launched by Blackstone in 2022 as a standalone India-focused hyperscale data centre platform, seeded with significant capital and led by local industry veterans.

AirTrunk, Asia-Pacific’s largest independent data centre operator, was acquired by Blackstone in December 2024 for A$24 billion, Blackstone’s largest ever transaction in the region.

Rather than bring in a third-party acquirer, Blackstone is consolidating its two data centre platforms under a single operating entity, giving AirTrunk a ready-built India entry point with existing land positions, customer relationships, and a management team with deep local market experience.

Post-acquisition, AirTrunk will operate across six markets: Australia, Singapore, Japan, Malaysia, Hong Kong, and India, with a combined portfolio of more than 3 gigawatts of operating and planned capacity across 20 campuses.

Lumina’s planned 600MW pipeline is spread across India’s Tier-1 cities, beginning with Mumbai and Chennai and extending to Pune, Delhi/NCR, and Hyderabad.

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Lumina’s co-founder and CEO Sujeet Deshpande, a former head of Colt Data Center Services’ India operations who previously led Reliance Jio Infocomm’s integrated data centres, framed the deal as combining “local strength with global platforms.”

AirTrunk’s founder and CEO Robin Khuda described India as “one of the largest and fastest growing markets for hyperscale and AI infrastructure worldwide” and said the acquisition positions the company to “deliver the scale, speed, and performance our customers need as they expand across the APAC region.”

Peng Wei Tan, Senior Managing Director of Real Estate at Blackstone, framed it as reinforcing “one of Blackstone’s highest conviction themes, digital infrastructure,” and noted that as the world’s largest data centre investor, Blackstone is positioned to meet rising demand across Asia-Pacific’s fastest-growing economies.

India’s data centre market has attracted significant international capital in recent years as hyperscale cloud providers, AWS, Microsoft Azure, Google Cloud, and others, accelerate their buildout in the country.

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Blackstone had previously committed to investing approximately $11 billion in Indian data centres, with Lumina as the primary vehicle.

Integrating Lumina into AirTrunk’s global operating platform gives those India investments access to AirTrunk’s hyperscale customer network, global design and construction standards, and Blackstone’s full capital resources, a consolidation of capabilities rather than a simple financial transaction.

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Videos Catch Amazon Delivery Drones Dropping Packages From 10 Feet in the Air

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There’s been a few complaints about Amazon’s drone delivery service. “The automated mailmen are dropping off packages from 10 feet in the air,” reports the New York Post, “rendering the contents of each box susceptible to crashing and smashing.”

One example? Tamara Hancock filmed a drone delivering a bottle of Torani flavoring syrup to her home in Arizona (as a test of how Amazon handled fragile items). It was delivered it in a plastic bottle — not glass — but the massive drone drops the drone from so high that the impact cracked the bottle’s cap. (In the video Hancock opens her delivery to find leaked flavoring syrup “everywhere.”)

The delivery was hard to film, Hancock says, because “If the drone sees me in the back yard, it will not drop, because it is worried about hurting humans or animals.” The Post notes Amazon’s “AI-charged fleet” of drones are “Outfitted with industry-leading ‘sense and avoid’ technology, the aerodynamic machines are equipped to drop off eligible items, weighing a maximum of five pounds, at designated areas in 60 minutes or less.”
The high-tech, however, apparently does not ensure gentle landings. Collisions, including a recent crash-and-burn into a Texas building, as well as several mid-flight malfunctions in rainy weather, have abounded since the drones’ inaugural launch….

Tasha, a separate Amazon user, spotted the drone plunging a package near the paved driveway of a neighbor’s yard. Unfortunately, its propellers caused other, previously delivered parcels to blow away, sending one into the street… In a statement to The Post, Amazon said it apologized for one of the “rare instances when products don’t arrive as expected.”
Amazon’s drone fleet has been running since late 2024, the Post adds, and are now offering “ultra-fast” shipping in U.S. states including Arizona, Florida, Michigan, Kansas and Texas.

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The machines do seem massive. I’m surprised neighbors aren’t complaining about the noise

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Palantir Posts Bond Villain Manifesto On X

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DeanonymizedCoward writes: Engadget reports that Palantir has posted to X a summary of CEO Alex Karp and Nicholas W. Zamiska’s 2025 book, The Technological Republic, which reads like a utopian idealist doodled on a Bond villain’s whiteboard. While the post makes some decent points, it also highlights the Big-AI attitude that the AI surveillance state is in fact a good thing, and strongly implies that the Good Guys need to do war crimes before the Bad Guys get around to it. “The ability of free and democratic societies to prevail requires something more than moral appeal,” one of the 22 points states. “It requires hard power, and hard power in this century will be built on software.”

The book is billed as “a passionate call for the West to wake up to our new reality,” and other excerpts in the social media post include assertions such as: “Free email is not enough. The decadence of a culture or civilization, and indeed its ruling class, will be forgiven only if that culture is capable of delivering economic growth and security for the public”; “National service should be a universal duty”; “The postwar neutering of Germany and Japan must be undone”; and “Some cultures have produced vital advances; others remain dysfunctional and regressive.”

The statement criticizes the West’s resistance to “defining national cultures in the name of inclusivity,” as well as the treatment of billionaires and the “ruthless exposure of the private lives of public figures.”

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Podcast: QUAD ESL 2912X Electrostatic Speakers at AXPONA 2026

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Recorded from the show floor at AXPONA 2026, this episode brings together Cornelius and Jamie O’Callaghan of the IAG Hi-Fi Division for a deep dive into the legacy and future of QUAD’s electrostatic loudspeakers, including the ESL 2912X. We break down what makes electrostatic panel speakers fundamentally different from traditional designs, why QUAD has remained committed to the technology for decades, and how the latest generation improves on transparency, dispersion, and real world usability. The conversation also explores how these iconic speakers fit into a modern hi-fi landscape increasingly dominated by compact and wireless solutions, and why QUAD continues to attract listeners who care more about realism than convenience.

This episode was recorded on April 10, 2026 (the first day of AXPONA 2026).

Where to listen:

On the Panel:

QUAD ESL 2912X Electrostatic Speakers at AXPONA 2026
QUAD ESL 2912X Electrostatic Speakers at AXPONA 2026

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Seattle-area billboard takes a page from Bay Area playbook: ‘Startup energy should be more visible’

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A billboard for Bellevue, Wash., startup Summation, visible from SR 520 in Bellevue. (Photo courtesy of Summation)

A Bellevue, Wash.-based startup that came out of stealth last fall is really trying to get noticed now, taking a page out of a playbook that’s more prevalent in Silicon Valley.

Summation is an AI platform that helps enterprise leaders draw insights from large volumes of internal data. A bright orange billboard visible from SR 520 doesn’t say that, but it does put the company’s name in sight of drivers — many of whom potentially work in tech — heading east along the highway.

“We’re building Summation here in Bellevue, and wanted to do something a little bold and a little playful — for recruiting, for awareness, and because startup energy should be more visible around here,” CEO Ian Wong told GeekWire.

Wong is the former CTO of real estate giant Opendoor and Square’s first data scientist. He co-founded Summation in 2024 with Ramachandran “RC” Ramarathinam, who led Opendoor’s core transaction platform.

Summation raised $35 million in funding from Benchmark and Kleiner Perkins in October.

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Tech company billboards are a big part of the landscape in the San Francisco Bay Area. Signs advertise a whole new era of AI-focused startup names and products. Last summer, The New York Times published a fun quiz challenging readers to decode what some of the billboards were even selling around Silicon Valley.

Wong said capturing a slice of that energy was part of the point with his company’s billboard in Bellevue, which went up about two weeks ago near the Burgermaster restaurant along Northup Way.

“In SF, startup ambition is just visible — on 101, on the sides of buildings, in every coffee shop,” he said. “The Seattle/Bellevue area has world-class technical talent, but the scene here has always been understated. We wanted to put up a small signal that ambitious things are being built on this side of the lake, too — and if you want to work on one of them, come find us.”

Bellevue-based startup Stasig used a reverse tactic back in 2024 when it launched an aggressive campaign to spread its name across the Bay Area with more than 200 billboards and posters at transit shelters and stations.

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Summation employs about 35 people right now and is hiring across engineering, product, and go-to-market.

Summation’s platform sits on top of data systems and runs massive calculations automatically, testing different scenarios and using AI agents to explore different questions in parallel. The software also automates financial reconciliations, variance analysis, and management reporting.

The advertising lines up with what Wong called “a big product release” coming next week.

“Always be hiring,” he said. “And selling.”

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When it comes to leadership, do companies know what they are doing?

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Robert Walters research suggests that many Irish organisations are lacking a clear leadership succession plan.

Leadership often defines an organisation and Robert Walters has published data indicating that a number of companies are not as prepared for upcoming changes as they should be. 

The report found that, of those who contributed their data, just 16pc of organisations have a leadership succession plan in place. More than 40pc of Irish companies have no plan in place whatsoever and 7pc are unsure whether one currently exists or not. At the same time, 72pc of Irish leaders said they have a shortage of senior talent, with half describing the shortage as significant.

“There is a clear gap between how concerned organisations are about senior talent shortages and how prepared they are for leadership change,” said Suzanne Feeney, the country manager at Robert Walters Ireland.

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She added: “In many organisations, succession planning has historically been handled informally. But they are now operating in a far more complex environment than they were even a few years ago. 

“Advances in artificial intelligence, geopolitical uncertainty and economic pressures are all contributing to more frequent leadership transitions. With only one in five businesses having an established succession plan, many are leaving themselves exposed to significant operational risk.”

Pipeline pressures

Securing and retaining skilled professionals is a key issue for employers in 2026. The recent Data Salaries & Job Sentiment Analysis 2026 report, published by Analytics Institute and SAS, highlighted the growing challenges being experienced by organisations looking to expand their data capabilities. 

The report found that 64pc of organisations have future plans to increase the size of their data teams, whereas 70pc of professionals explained that they are unlikely to change employers this year. 

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Commenting on the Robert Walters report, Adam Gordon, the global head of talent development at Robert Walters, said: “Leadership continuity can be a challenge for organisations of every size, from SMEs to the world’s most recognised brands.

“Senior talent is one of the hardest resources to replace and finding the right long-term successor can take time. Interim leaders can play a valuable role here by maintaining stability and ensuring critical decisions continue to move forward while organisations assess their long-term options.”

Robert Walters’ research also points to challenges in the development of future leaders, with the report suggesting that nearly two-fifths (38pc) of participants are struggling to identify and develop strong successors within their business. 

Feeney said: “Many organisations have talented people internally, but identifying future leaders early and giving them the right development opportunities takes deliberate effort.

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“At its core, succession planning is about future-proofing the organisation, building a strong leadership pipeline comprising internal progression and external hiring to ensure organisations have the resilience they need for the long term.”

Undoubtedly, the working landscape for modern-day employees is evolving quickly in 2026. An earlier report from Robert Walters, at the start of the year, found that changes in remote and in-person arrangements could compel skilled employees to increase their engagement in the workplace. 

More than half (59pc) of contributing Irish employees said that they want their place of employment to adopt a microshifting schedule, with Feeney noting that microshifting has the potential to increase engagement, accountability and even time spent in the office.

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.

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North Korea hackers blamed for $290M crypto theft

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Over the weekend, hackers stole more than $290 million in cryptocurrency from Kelp DAO, a protocol that allows users to earn yields on idle crypto investments. 

By Monday, LayerZero, one of the projects affected by the hack, accused North Korea of carrying out the heist. The hack is now the largest crypto theft of the year so far, following an earlier hack at crypto exchange Drift in April netted hackers around $285 million.

Per its post on X, LayerZero said the hackers exploited Kelp DAO via its LayerZero bridge, which allows different blockchains to send instructions to each other. The hackers then took advantage of Kelp’s own security configuration, which did not require multiple verifications before approving transactions. That allowed the hackers to siphon off the funds with fraudulent transactions.

The company cited “preliminary indicators” that point to North Korea as the culprit, in particular its hacking group that targets crypto known as TraderTraitor

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Kelp DAO responded to LayerZero blaming it for the theft instead. 

In the last few years, North Korean hackers working for Kim Jong Un’s regime have become highly successful at stealing crypto. Last year, North Korean hackers stole more than $2 billion in crypto. Overall, since 2017, the total amount of stolen crypto by North Korea is said to be around $6 billion.

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Allbirds’ Move To AI Has Echoes of the Dot-Com Frenzy

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An anonymous reader quotes a report from Bloomberg, written by writer Austin Carr: Allbirds is pivoting to artificial intelligence. The San Francisco brand, whose wool running shoes were once the sneaker du jour among the tech crowd, announced last week that it was expanding into AI computing infrastructure. The bizarre strategic shift was immediately greeted with a surprising frenzy on Wall Street, where shares of Allbirds soared 582% last Wednesday before dropping the next day. […] Of course, the absurdity of Allbirds’ situation echoed familiar Silicon Valley tropes — from the endless startup pivots of the 2010s to the more recent boom-and-bust cycles of arbitrarily valued crypto coins. But it immediately reminded me of the marketing ploys of the dot-com crash. After all, some of the more iconic fails ended up being retailers such as Pets.com, Webvan, etc., riding the web wave with little to show for it beyond terrible margins.

One particular comparison from that period stands out as relevant to Allbirds: Zap.com. The holding company behind it, Zapata Corp., had a long and convoluted history, but was essentially selling fish-oil products by the time it decided to reinvent itself as an internet portal. It amassed a variety of web properties — in media, e-commerce, gaming and so on — and even once tried to acquire the search engine Excite. Spoiler alert: Zap flopped. Jen Heck, then a young employee at one of Zap’s up-and-coming portfolio entities, remembers how quickly the hype of that web 1.0 turned to hell. As absurd as Zapata’s pivot sounds today, it seemed feasible during the excitement of the internet revolution. “We went from like, ‘Wow, this life thing is just so easy,’ to it all ending so suddenly,” Heck recalls. The ones who survived that tech bubble, she says, actually had differentiated products and the right creative thinkers building them — and weren’t just cynically jumping on the latest hot trend. “‘Internet’ was the magic word then, and ‘AI’ is the magic word now,” Heck says.

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SaaS is not dead. You are just being sold the funeral

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The “AI has killed software” narrative has a handful of very loud beneficiaries and a lot of quiet evidence against it. The companies that will survive the next five years are the ones that refuse to treat the hyperscalers as the new gods.

Whenever I make an affirmation, I like to do my research first, and not to sound like a LinkedIn post. I wish more people in this industry did the same, as there is a prevailing mood where we think that big numbers are the whole story.


When the Black Death came among us, people probably thought it was the end. When wars came to our societies, people thought it was the end. Yet, in a strange way, we have a natural power to overcome obstacles and turn change to our advantage.

When AI started to infiltrate our work, and later our personal lives, a large group of people declared that “AI will replace people,” that this technology, not even particularly new, would conquer our brains, hearts, and work, and lead us where it wanted.

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Yet we are still working; people are still writing, thinking, creating, building.

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In the last two years, more and more people have been saying that “SaaS is dead.” Of course, this phrase came from someone’s mouth, someone with enough influence to shape general opinion, and everybody was already in black, ready for the funeral.

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In August 2024, Klarna’s chief executive, Sebastian Siemiatkowski, sat on an earnings call and mentioned, almost in passing, that the Swedish fintech had “shut down Salesforce.” Workday was next.

Klarna would build its own AI-driven replacements, a lightweight stack unshackled from the bloat of traditional enterprise software. The quote moved markets. Articles followed with headlines about the death of SaaS. Salesforce’s Marc Benioff, on stage at Dreamforce, was asked to respond to a customer who had apparently decided the future was AI and the past was his product. He looked, by his own admission, embarrassed.

Six months later, Siemiatkowski quietly clarified what had actually happened. Klarna had not replaced Salesforce with AI. It had replaced Salesforce with other SaaS: Deel for HR, third-party tools for CRM, the Swedish graph database Neo4j for data consolidation.

Klarna still uses Slack, which is still a Salesforce product. Siemiatkowski himself admitted on X that he was “tremendously embarrassed” by how the story had spiralled.

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“No,” he wrote, “we did not replace SaaS with an LLM.”

This is the single most instructive story in enterprise software of the past two years. The distance between what was said and what was done reveals the mechanics of the entire “SaaS is dead” narrative. The headline travelled. The correction did not.

An industry of analysts, venture capitalists, and foundation model CEOs built a year of marketing on the louder half.

Start by asking who gains from the story that software-as-a-service is being replaced by artificial intelligence, because the answer is surprisingly narrow. The hyperscalers do, because AI workloads justify the $660 to $690 billion in capital expenditure the five largest US cloud and technology companies have committed for 2026, according to Futurum Group analysis, nearly double the previous year.

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The foundation model labs benefit, because every dollar of enterprise software spend redirected to their APIs validates valuations that are otherwise difficult to defend. OpenAI ended 2025 at around $20 billion in annual recurring revenue. Anthropic crossed $9 billion in January 2026. These are genuinely large numbers. They are also, respectively, about three per cent and a little over one per cent of the hyperscaler capex being spent to serve them.

The venture capitalists benefit because their portfolio repricing depends on the narrative that AI-native companies will outrun the incumbents they once funded. And Nvidia, supplier and financier of the boom, benefits until it no longer does.

In March 2026, CEO Jensen Huang confirmed that his recent investments in OpenAI and Anthropic would likely be the last. The circular financing, Nvidia invests in OpenAI, OpenAI buys Nvidia chips, had reached the point where even the chipmaker was ready to stop calling it a virtuous cycle.

MIT’s Michael Cusumano, quoted by Bloomberg, put the arithmetic bluntly: “Nvidia is investing $100 billion in OpenAI stock, and OpenAI is saying they are going to buy $100 billion or more of Nvidia chips.”

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You could call that demand. You could also call it bookkeeping.

The 95% number that should have ended the hype

The harder question is whether any of this is producing business results. Here the data is less generous than the pitch decks.

In July 2025, MIT’s Project NANDA published “The GenAI Divide: State of AI in Business 2025”, based on 150 executive interviews, 350 survey responses, and analysis of 300 public AI deployments. Its headline finding: despite roughly $30 to $40 billion in enterprise generative AI spending, 95% of pilots delivered no measurable impact on profit and loss. Only 5% reached production.

The response from the industry was not to recalibrate. It was to argue that the wrong metric was being used. UC Berkeley published a rebuttal suggesting ROI was an “industrial-era” measurement unsuited to a “cognitive-era transformation.”

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This is what every hype cycle says in its late phase, that profit is a distraction, that what is being built is too large for ordinary standards. The same argument was made about WeWork, the metaverse, and blockchain.

Each time, the underlying assumption was that the people with capital and megaphones understood the future better than the people actually trying to run a business.

The 5% of AI projects that did succeed, MIT found, shared specific traits. They were built by specialised vendors, not attempted internally. They focused on back-office automation rather than sales theatre. They integrated deeply with existing workflows. Over half of enterprise AI budgets, meanwhile, were going to sales and marketing tools where ROI was lowest.

This is not a revolution sweeping through the enterprise. It is a lot of companies buying demo-friendly products that do not produce returns, while a minority does the unglamorous integration work that quietly extracts value.

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The collapse that did not collapse

Stil, I have to admit that there are genuine signs of stress in the SaaS market. In February 2026, roughly $285 billion in market value evaporated from software stocks in a single trading session, what Wall Street christened the “SaaSpocalypse.”

ServiceNow fell 7%. Intuit dropped 11%. LegalZoom lost nearly 20%. Salesforce is down approximately 30% year-to-date. The business rationale, that per-seat pricing starts to collapse when one employee with AI tools can do the work of five, is not wrong.

But Bain & Company, looking at the broader record, has offered a useful correction: technological transitions rarely produce extinction.

They produce heterogeneity. Desktop survived mobile. Cloud did not kill on-premise so much as push it into specialised niches. The history of software is a history of layers accumulating, not replacing.

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SaaS vendors are becoming agent-orchestration platforms. Salesforce has Agentforce. HubSpot has AI tools. Snowflake partners with Anthropic. The incumbents are being forced to adapt, but adaptation is not death.

IDC’s European practice framed it precisely in February: “SaaS is not dead, but it is metamorphosing.”

Pricing shifts towards outcomes. Interfaces become more agent-driven. But the real business logic, the auditing, versioning, compliance, and data gravity, remains where it was. The transformation is real. The extinction event is marketing.

The new gods are not new

Every major technology wave produces a brief period in which the companies at its centre are treated as reinventors of reality. For the cloud, it was AWS. For mobile, Apple. Before that, Microsoft.

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The rhetoric around big techs like Nvidia, OpenAI, Anthropic, Meta, and xAI has the same cadence: they are building the new infrastructure of civilisation, rewriting how humans work, inevitable. There is a grain of truth in it. AI, and agentic AI in particular, is a real technological step. 

The companies most likely to thrive are the ones already disciplined enough to recognise the pattern. Every enterprise that survived the dot-com crash, the mobile transition, and the cloud migration did so by adopting what was useful and ignoring what was hyped, by measuring outcomes against costs, by refusing to treat platform vendors as infallible.

The companies that went under bought the whole story: that their customers would wait while they rebuilt, that the new paradigm would reward early and total commitment.

We reported in February on a pattern now visible across dozens of SaaS companies between $20 million and $80 million in ARR: shipping AI features while net revenue retention quietly collapses.

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Eighteen months after going “AI-first,” one company watched its NRR drop from 108% to 94% and lost $2.8 million in renewals, not because the product got worse, but because everyone was building the future and nobody was watching the present. The AI features were legitimately good. The existing customers churned anyway.

None of this is an argument against AI. Previous AI cycles ended with research freezes, shuttered startups, and survivors who had been quietly doing useful work while everyone else claimed the moon. This cycle will likely end similarly.

Some hype will turn out to be real. Most revenue projections will not. A handful of current “AI-native” startups will become durable businesses. Many will be absorbed or exposed as wrappers.

The companies that come through refuse both extremes. They do not miss the trend, because dismissing AI in 2026 is as serious a strategic error as dismissing mobile was in 2010. And they do not drown in it. They do not empty their engineering teams into AI-first rebrands while their existing revenue base walks out the door. They do not treat the big tech companies as gods, but as what they are: very large commercial entities with very specific interests in what you believe about the future.

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Klarna, for the record, is still paying for SaaS. It is also still paying OpenAI. This is probably the honest shape of the future: not the death of anything, but a quieter rearrangement in which the winners are the operators who kept their feet on the ground while everyone else was watching the sky.

The funeral for SaaS has been extremely well-attended. The corpse, on closer inspection, is still breathing.

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NSA Using Anthropic’s Mythos Despite Blacklist

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Axios reports that the NSA is using Anthropic’s restricted Mythos Preview model despite the Pentagon insisting the company poses a “supply chain risk.” Axios reports: The government’s cybersecurity needs appear to be outweighing the Pentagon’s feud with Anthropic. The department moved in February to cut off Anthropic and force its vendors to follow suit. That case is ongoing. The military is now broadening its use of Anthropic’s tools while simultaneously arguing in court that using those tools threatens U.S. national security.

Two sources said the NSA was using Mythos, while one said the model was also being used more widely within the department. It’s unclear how the NSA is currently using Mythos, but other organizations with access to the model are using it predominantly to scan their own environments for exploitable security vulnerabilities.

Anthropic restricted access to Mythos to around 40 organizations, contending that its offensive cyber capabilities were too dangerous to allow for a wider release. Anthropic only announced 12 of those organizations. One source said the NSA was among the unnamed agencies with access. The NSA’s counterparts in the U.K. have said they have access to the model through the country’s AI Security Institute. Anthropic’s CEO met with top U.S. officials on Friday to discuss “opportunities for collaboration,” according to a White House spokesperson, “as well as shared approaches and protocols to address the challenges associated with scaling this technology.”

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