Connect with us
DAPA Banner
DAPA Coin
DAPA
COIN PAYMENT ASSET
PRIVACY · BLOCKDAG · HOMOMORPHIC ENCRYPTION · RUST
ElGamal Encrypted MINE DAPA
🚫 GENESIS SOLD OUT
DAPAPAY COMING

Tech

Save $200 on M5 MacBook Air 15 in Amazon Memorial Day Sale

Published

on

Save $200 on Apple’s 15-inch MacBook Air for Memorial Day weekend.

Amazon’s $200 discount delivers the lowest price ever on the 2026 15-inch MacBook Air with Apple’s M5 chip.

Amazon’s early Memorial Day deal knocks $200 off the standard M5 MacBook Air 15-inch laptop in your choice of Starlight or Sky Blue.

Buy 15″ MacBook Air M5 for $1,099.99

Advertisement

This deal delivers the lowest price we’ve seen on the new 15-inch MacBook Air that was released in March 2026. Equipped with Apple’s M5 chip with a 10-core CPU and 10-core GPU, the standard configuration also has 16GB of unified memory and 512GB of storage.

In our hands-on M5 MacBook Air review, we found that although the 2026 release is an incremental update, it’s still an excellent buy for most.

And for those wanting the extra screen real estate found in the 15-inch model, picking it up at the lowest price ever is always a plus.

If you’re looking for additional power and a larger port selection, Amazon is also knocking $250 off every 2026 16-inch MacBook Pro configuration it sells. You can read more about the sale in our deal article.

Advertisement

Source link

Continue Reading
Click to comment

You must be logged in to post a comment Login

Leave a Reply

Tech

Best Memorial Day Deals: Garmin, Birdfy, Branch (2026)

Published

on

I’ve been covering deals since 2013, and I still think Memorial Day sales are worth checking out. There are so many made-up shopping holidays these days that it can be difficult to ascertain when items are actually cheaper than usual. Now is one of those times. To help you out, I’ve scoured through our buying guides full of hand-tested items to find gadgets and gizmos that are discounted—and worth buying. If you’re in the market for something we’ve tested, keep checking in through May 26 to see if you can snag a deal. We’ll update this post again between now and then.

Make sure to check out our various buying guides for recommendations on the best laptops, the best printers, and more. You might also be interested in the rest of our Memorial Day deals coverage.

Updated May 25: I’ve added 5 new deals, removed expired discounts, and checked for accuracy throughout.

WIRED Featured Deals:

Advertisement

Birdfy Lite Smart Bird Feeder (Lifetime AI, No Solar) for $120 ($110 off)

Netvue

Birdfy Lite Smart Bird Feeder

A few different combinations of our favorite smart bird feeder are on sale. You can choose a version with or without solar charging. There’s also the option of buying a model that comes with lifetime AI bird identification; otherwise, if you decide you want it later, it’ll cost you $5 per month, but it isn’t required for enjoyment. This bird feeder is equipped with a 1080p camera that can capture decent footage of whoever comes to snack. It has a wide field of vision as well, and the feeder is easy to clean and refill.

Source link

Advertisement
Continue Reading

Tech

US’s big bet on quantum computing may not be entirely legal

Published

on

Last week, the US government announced $2 billion in investments in quantum computing companies, allocating $100 million each to a range of startups in exchange for equity in the companies. Those could be make-or-break investments for many companies that are likely years away from a product that could see widespread use. But a member of the US Congress is now arguing that those deals are illegal, as Congress did not allocate the money for this purpose—instead, it was meant to support public research in semiconductors.

But the biggest chunk of money would go to a company that likely wouldn’t exist if it weren’t for the government’s backing. Anderon will be set up with a billion dollars each from IBM and the government and will inherit personnel and IP from IBM. It will serve as a foundry for fabricating quantum processing units and will contract its services out to IBM and any other company that wants access to cutting-edge hardware.

Is any of this legal?

Zoe Lofgren (D–Calif.), the ranking member of the House Science, Space, and Technology Committee, made it clear that she is not happy with how the government is using its money to support this technology.

“This announcement is illegal and troubling on so many levels,” Lofgren said one day after the announcement, pointing out that the money being used for the deal comes from the CHIPS and Science Act, which was passed during the Biden administration and was allocated “specifically for microelectronics R&D, with a focus on semiconductor technology.”

Advertisement

That technology overlaps only partially, at best, with what’s used in quantum processors. In addition, Lofgren says the money was allocated to foster public/private research partnerships, which these deals most decidedly are not. Finally, she noted that the largest sum of money will go to IBM, and she suggested that a former IBM executive (Dario Gil, current Under Secretary for Science at the Department of Energy) was involved in the negotiations that led to this deal.

None of this, she noted, means that quantum processing technology is a bad investment or that any of these companies are unworthy of support. She just argues that doing so would require Congress to allocate the money to do so.

Source link

Advertisement
Continue Reading

Tech

The Biggest News From Google I/O 2026

Published

on

Gemini wants to talk. All the time.

Google I/O 2026 kicked off this week, and to no one’s surprise, it was almost completely about AI. 

To start with, Google is rolling out its “intelligent, AI-powered Search box” globally. Instead of just autocompleting your text, it uses AI to anticipate your intent and help you formulate questions. You will be able to use images, video files and entire Chrome tabs as direct search inputs. Its AI Mode, now powered by the new Gemini 3.5 Flash, will still live alongside it, for your follow-up questions/corrections.

Google also introduced Gemini Spark. Running in the cloud, Spark is a digital assistant that can autonomously monitor credit card statements for hidden subscriptions, track updates from your kid’s school emails, or pull notes together into a Google Doc. It can even interact with third-party apps like OpenTable and Instacart to complete tasks—though it promises to ask for your confirmation before making any final purchases or sending emails. Google may have figured out a way to take the fun out of shopping.

Advertisement

There were glimpses of future hardware: Google and Samsung teased a collaboration with Gentle Monster and Warby Parker and offered the first look at two models of Android XR smart glasses. The glasses will allow you to chat with Gemini, get real-time audio translation in the speaker’s voice, translate real-world text in your line of sight and snap photos on the go.

Naturally, with all these new features, Google adjusted its AI subscription tiers, adding a new $ 100-per-month mid-range (hah!) tier. The AI Ultra Plan will offer five times higher usage limits than the standard $20 Pro plan, as well as priority access to Google’s Antigravity coding tool and 20TB of cloud storage.

Meanwhile, down from its original $250 price tag, Google’s top-tier Ultra plan features 20 times higher usage limits and exclusive access to Project Genie — Google’s experimental research preview that lets you build interactive 3D worlds using real-world Google Street View imagery.

We dig further into a few more of the biggest announcements below.

Advertisement

— Mat Smith

Xreal’s Project Aura smartglasses are a maximalist take on Android XR

Instead of subtle, normal-looking glasses with some smart features, Xreal’s smartglasses aim for an immersive AR experience, with a focus on entertainment. That approach is very much the same as the company’s Android XR-powered Project Aura, but based on Karissa Bell’s time with these new smartglasses, they may offer more than just another wearable screen.

Compared with the low-key (arguably lower-spec) audio-only smartglasses from Warby Parker and Gentle Monsters, Xreal’s Project Aura packs in three cameras, a 70-degree field of view and hand-gesture navigation. The main gesture is a pinching motion that will feel pretty familiar to anyone who has used other AR setups, such as Apple’s Vision Pro.

Advertisement

Speaking of which, Project Aura comes with a tethered puck, just like Apple’s wearable display. It comes with a trackpad and a fingerprint sensor, although neither worked on the demo model we tested. The company hasn’t revealed pricing details yet (expect those alongside the formal launch later this year), but they’re likely to exceed Xreal’s One Pro glasses, which cost $650.

Continue reading.

Google’s Gemini Omni can generate ‘anything from any input,’ starting with video

Gemini Omni is Google’s new gen-AI model that can “create anything from any input”. Gemini Omni Flash is rolling out now to the Gemini app, Google Flow and YouTube Shorts. It’s apparently the next evolution of Nano Banana and, presumably, its current video generator, Veo 3.1. It lets you “combine images, audio, video and text as input and generate high-quality videos grounded in Gemini’s real-world knowledge.”

Advertisement

Apparently, Omni also better understands physical forces such as gravity, kinetic energy and fluid dynamics, making scenes more realistic.

Continue reading.

Advertisement

Spotify is adding more AI gunk for podcasts and audiobooks

Announced on its investor day, Spotify is expanding a feature that enables users to generate “personal podcasts.” It announced this tool last month, with the option to use AI agents such as OpenClaw and Claude Code to whip up synthetic audio. The company says it’s adding a feature that lets users generate personal podcasts directly within Spotify. It notes that after you enter a prompt, it will generate audio that draws on factors such as your Spotify taste profile and world knowledge. You can also feed in text, PDFs and links to give the tool more context for what you’d like to hear about. Spotify says eligible Premium users in the US will get access to personal podcasts next month. The Roman Empire, Final Fantasy VII Remake and Liverpool FC, please. In under 30 seconds. Go.

Continue reading.

Meta’s latest attempt to copy its rivals is a Reddit clone

Meta has launched a new app called Forum. Social media consultant and analyst Matt Navarra spotted Forum in the App Store, where it is described as “a dedicated space for the conversations that matter most to you,” created specifically for Facebook Groups. As Navarra notes, Meta seems to be pushing the idea that the app can help users get “real answers” from “real people,” making it sound very similar to Reddit, offering an escape from the atrocious genAI search results we’ve all been suffering from recently. (Did we mention Google I/O was this week?)

Continue reading.

Advertisement

Source link

Continue Reading

Tech

Westone Audio and Etymotic Acquired by Fidelity Collective in Major IEM Market Move

Published

on

The consumer A/V industry keeps consolidating, and the headphone category is no longer watching from the cheap seats. Sony’s acquisition of Audeze made that clear in 2023, AXPONA changed ownership almost before the elevators at the Schaumburg Renaissance had recovered from the 2026 show, and now Fidelity Collective has acquired Westone Audio and Etymotic. That puts two of the most respected names in professional and enthusiast IEMs under one newly formed company, and it is another reminder that even niche audio brands with fiercely loyal followings are now very much in play.

Who is Fidelity Collective?

This is where the story gets more interesting.

Most recent A/V industry acquisitions have followed a familiar pattern: one established company, investment group, or brand owner buying or partnering with another established player. This one appears to be different. Fidelity Collective is not an old name with a deep catalog of legacy brands. It is a newly formed holding company that seems to have been created specifically to bring Westone Audio and Etymotic under one roof.

Fidelity Collective is led by CEO Sam Roney, known for his work with Dekoni Audio and Grell Audio, and COO Tal Kocen. The deal was finalized on Friday, May 15, 2026, with both Westone Audio and Etymotic now operating under their leadership.

Advertisement

That distinction matters. This is not simply another large A/V company adding a respected audio brand to the shelf. It is a new entity built around two very specific names in the IEM and earphone categories. That suggests a more targeted play, and one that could have real consequences for professional audio users, hearing-health customers, musicians, and personal audio enthusiasts who have followed these brands for decades.

Westone Audio AM PRO X20 IEM Package Front Angle

What Westone Audio and Etymotic Bring To The Table

This strategic move opens a new chapter for Westone Audio and Etymotic, two brands with deep roots in in-ear audio, hearing protection, professional monitoring, and precision listening. Together, they represent decades of work in products used by touring musicians, audio professionals, hearing specialists, and serious listeners who care about what actually reaches their ears. Imagine that.

The new leadership team also brings direct familiarity with both brands, which matters. Tal Kocen previously worked with Westone Audio and Etymotic, while Gary Boyer will remain on board as EVP, providing some continuity as both companies move under the Fidelity Collective umbrella.

CEO Sam Roney also brings broader audio industry experience through his involvement with Dekoni Audio, Grell Audio, and Dark Matter Audio Labs. Combined, the leadership team appears to understand the history, product philosophies, and customer bases behind both Westone Audio and Etymotic. That does not guarantee success, but it is a better starting point than handing two specialist IEM brands to people who think “balanced armature” sounds like a yoga injury.

Westone Audio was founded in 1959 and has been a major influence in the development and manufacturing of custom in-ear monitors for musicians, with its background in hearing protection and acoustics helping shape products used on stage, in studios, and by serious listeners. 

Advertisement

Etymotic, founded in 1983, is known for its research-led approach to hearing and sound. They helped define the category for high-isolation, precision in-ear listening, with products developed from a foundation in auditory research, diagnostics, and hearing protection. Its ER4SR and XR series became a reference point for accurate in-ear sound, while its wider product range continues to serve musicians, professionals, and listeners who value clarity and faithful sound reproduction. Etymotic’s hearing protection products are also widely recognized for providing solutions for one of the biggest frustrations with traditional earplugs by maintaining clarity and balance while simply reducing volume.

Etymotic Research ER4SR
Etymotic Research ER4SR

The Fidelity Collective Umbrella

Under Fidelity Collective umbrella, Westone, and Etymotic will continue their research and product heritage. The company’s focus will be on maintaining the distinct identities and core values that made Westone Audio and Etymotic trusted names.

Advertisement. Scroll to continue reading.

At the same time, the new group is expected to bring fresh energy, expanded R&D, renewed product development, and long-term investment into both brands and their passionate user base.

Fidelity Collective says the goal is not to abandon or reinvent what made the brands successful, but to build on their foundation with new momentum, modern innovation, and long-term vision across both professional and consumer audio categories.

Advertisement

Westone Audio and Etymotic are brands with genuine history and credibility,” said Sam Roney, CEO of Fidelity Collective. “Tal and I share a vision of bringing startup-level energy to these epic legacy brands while fully respecting the heritage they’ve built over decades serving musicians, audio professionals, and hearing protection users.

Tal Kocen, COO of Fidelity Collective, added: “For me, this is incredibly personal because these are brands I already know closely. There’s already a strong foundation here, and our role is to build on that with fresh ideas, modern product development, and long-term commitment to the communities around both brands.”

Fidelity Collective also confirmed that they will be investing in staffing, engineering, product development, and operational infrastructure as both brands move into this next phase, including the re-establishment of sales operations in Dallas and engineering and lab facilities in Chicago.

Both brands will continue serving existing users, including professional musicians, stage performers, engineers, hearing-conscious listeners, and music enthusiasts, while expanding into new product categories and market opportunities.

Advertisement

Further product announcements from both Westone Audio and Etymotic are expected in the coming months of 2026 and beyond.

The Bottom Line 

Fidelity Collective’s acquisition of Westone Audio and Etymotic matters because it gives a newly formed company two established IEM brands at a time when wired earphones are clearly gaining momentum again.

Recent CanJam shows in New York, Singapore, and Dubai made that obvious, with brands like Noble, Shure, DUNU, Astell&Kern, Meze Audio, and Sennheiser fighting for the same serious listener. Westone brings professional IEM credibility, while Etymotic brings accuracy, isolation, and hearing-focused design.

What is missing are the details: new products, updated lineups, and how much engineering or distribution overlap we will actually see. But the intent is clear. Fidelity Collective is not entering the IEM market quietly. It now has two respected names, and the rest of the category should be paying attention.

Advertisement

Pricing & Availability

While we wait to see what new initiatives and products result from these new company relationships, here are some currently available products from Westone and Etymotic. 

Westone Audio Earphones

Advertisement. Scroll to continue reading.

Etymotic Earphones

Advertisement

Source link

Continue Reading

Tech

Drone speed record falls again as Blackbird hits 453 mph using custom carbon fiber propellers

Published

on


The Blackbird, built by the Drone Pro Hub duo, hit 730 km/h, or about 453.6 mph, during a downwind run on the second day of testing. Its return leg into heavy wind topped out at 640 km/h, giving the pair a two-way average of 685 km/h, or about 425.6 mph.
Read Entire Article
Source link

Continue Reading

Tech

What does EHS look like in today’s working landscape?

Published

on

Amgen’s Helena Mulvihill explores how organisations in 2026 are navigating issues of environment, health and safety in the workplace.

“I often hear EHS (environment, health and safety) described as a broad discipline, but it really comes down to protecting people while supporting safe and reliable operations,” explained Helena Mulvihill, an EHS manager at biotech Amgen. 

She told SiliconRepublic.com, “It brings together environmental compliance, occupational health and safety, and in practice connects every part of the site. That means working closely with operations and support teams, often across multiple departments in the same day.” 

Her work largely involves the implementation of EHS management systems such as risk assessments, incident management, training, auditing and performance metrics; a big part of the role is also communication, making sure expectations are clear and that teams feel supported in applying EHS principles.

Advertisement

She said, “There isn’t really a typical day, which is something I enjoy. While I can plan my week, priorities often shift depending on operational needs. That balance between planned and reactive work keeps things varied and means I need to stay adaptable.”

How important is it to involve everyone in EHS and does that work in practice?

Involving everyone is essential because EHS cannot operate in isolation. It must be embedded across all levels of the organisation, from leadership to the people carrying out day-to-day tasks. I’ve found that the colleagues closest to the work have the clearest understanding of how tasks are actually performed. They’re making real-time decisions, so their input is critical.

While EHS teams provide guidance and structure, it’s important that individuals take ownership of applying those principles in practice. That’s what makes procedures meaningful.

I build that through collaboration and engagement. I spend time in operational areas, listen to feedback and learn about challenges from different perspectives. When people feel involved and see the reasoning behind decisions, EHS becomes part of how work is done rather than something separate.

Advertisement
What does a strong EHS culture feel like when you’re part of it?

You really notice it in the everyday decisions people make. Safety and operational impact are considered as part of the task, rather than something that’s addressed afterwards. It also comes down to trust. People need to feel comfortable raising concerns, asking questions or even stopping work if something doesn’t seem right. That openness is what allows issues to be picked up and addressed early.

When that culture is in place, you see people take responsibility, look out for one another and think about the wider impact of what they’re doing. Over time, that consistency makes a real difference to both safety performance and how effectively the site operates.

How can employees support EHS in their day-to-day roles, even if it’s not their main focus?

Supporting EHS often comes down to simple, consistent behaviours. One approach used at Amgen is ‘Take Five’, which encourages people to pause before starting a task and assess the situation. That might mean reviewing the environment, thinking through the task, identifying potential risks and choosing the safest way to complete the work. It also involves putting the right controls in place and communicating clearly with anyone who could be affected.

I’ve seen how effective that can be in practice. It helps people stay aware of their surroundings and think about the impact of their actions. Even if EHS isn’t their main role, those small actions make a real difference in reducing risk and supporting a safer workplace.

Advertisement
How does the work you do in EHS contribute to wider organisational goals at Amgen?

My role focuses on implementing the EHS management system onsite, which supports wider organisational goals by helping the site operate safely, consistently and in line with regulatory expectations. A key part of the role is anticipating and controlling risks before they lead to incidents, while working closely with different teams to identify and implement improvements effectively. Strengthening the EHS management system, while helping to build an inclusive, high-performing safety culture, supports reliable manufacturing operations and continuous improvement. 

What kind of opportunities are there for people working in this field?

One of the most appealing things about EHS is the range of opportunities it offers. You have the chance to specialise in areas like safety, environmental compliance, industrial hygiene or process safety, depending on where your interests lie. It also gives you exposure to various parts of the business from manufacturing and laboratory environments to supply chain and supporting functions. That helps build a broader understanding of how everything connects, and over time, many people move between these areas to develop a well-rounded skill set. You also get the chance to collaborate with global colleagues and learn from other sites, which brings fresh perspectives and helps you continue developing over time.

What skills are best suited to professionals in this space?

I’ve come to realise that adaptability and patience are core skills because priorities can change quickly and you’re often responding to different situations. Being able to adjust and stay focused is key. Communication is just as important. A large part of the role involves listening, asking questions and understanding how work is conducted in practice so risks can be identified early. It also means explaining things clearly, so expectations are aligned.

Curiosity and initiative are also central. Taking the time to engage with people, understand processes and build relationships makes a real difference. Combined with a willingness to keep learning, these skills help you develop in a field that is constantly evolving.

Advertisement

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.

Source link

Advertisement
Continue Reading

Tech

Microsoft’s quiet Claude Code retreat and the real cost of enterprise AI

Published

on

In December of last year, Microsoft told thousands of its engineers, product managers and designers that they could use Claude Code, Anthropic’s command-line coding agent, on the company dime.

By spring, the tool had spread well beyond engineering: into the kind of non-technical roles that, in earlier waves of enterprise software, would have waited years for a seat. Inside Microsoft, the rollout was framed as a learning exercise. Outside it, the surface signal was simpler.

The world’s largest software company, the one with its own foundation models and its own coding assistant, had just paid a competitor to put a rival product in front of its workforce.

Six months later, that experiment is being wound down. According to reporting in Windows Central and other outlets following The Verge’s original scoop, Microsoft is cancelling most direct Claude Code licences inside its Experiences and Devices group, the division that builds Windows, Microsoft 365, Outlook, Teams and Surface.

Advertisement

Affected engineers have been told to migrate to GitHub Copilot CLI by 30 June, the last day of Microsoft’s fiscal year. The official reason is toolchain unification. The unofficial reason is in the calendar.

The 💜 of EU tech

The latest rumblings from the EU tech scene, a story from our wise ol’ founder Boris, and some questionable AI art. It’s free, every week, in your inbox. Sign up now!

The Claude pullback is the most credible signal yet that the unit economics of enterprise AI coding do not, at current token prices, work. Not because the tools are bad. The opposite: they are good enough that engineers use them constantly, and the constant use is what breaks the maths.

Advertisement

The clearest evidence is at Uber, which is not Microsoft and does not have Microsoft’s financial cushion. Praveen Neppalli Naga, Uber’s chief technology officer, told The Information in April that the company had burned through its entire planned 2026 AI coding budget in four months.

By March, Naga’s own figures had Claude Code use jumping from 32 per cent to 84 per cent of his roughly 5,000-engineer organisation. Individual engineers were spending between $500 and $2,000 a month on tokens. Around 70 per cent of code committed at Uber now originates with AI, and on the order of one in ten live backend updates is shipped by an agent with no human in the loop.

“I’m back to the drawing board,” Naga said, “because the budget I thought I would need is blown away already.”

That sentence is the whole story in miniature. The forecast was wrong because the variable being forecast, token consumption, behaves nothing like the licences and seats that finance teams know how to model. A traditional enterprise software deal is denominated in users.

Advertisement

A token-priced deal is denominated in how much the model has to think. Agentic coding makes the model think a lot. Sessions run for hours, spawn parallel threads and generate volumes of context that bear no resemblance to the autocomplete interactions that shaped the original pricing structure.

We have been tracking this fracture for months. In November, GitHub paused new Copilot Pro and Pro+ sign-ups because the agentic workloads of paying customers were generating costs that exceeded their monthly plan price.

Cost structures built for lightweight assistance, the company conceded, no longer held.

This is not an Uber problem or a Microsoft problem. It is an industry condition. Bryan Catanzaro, vice-president of applied deep learning at Nvidia, told Axios in April that, for his team, the cost of compute is now far beyond the cost of the employees using it.

Advertisement

This is the chip company saying it. Fortune followed in May with reporting that token-based AI tooling, when used heavily, can cost more per task than the human engineer it was supposed to augment.

A 2024 MIT analysis circulated widely in finance circles since then suggests that, on current pricing, AI automation pencils out as cheaper than human labour for roughly a quarter of the jobs people thought it would replace.

Set that against the spend forecasts. Gartner expects worldwide AI spending to reach $2.5 trillion this year, up 69 per cent on 2025.

The same firm now places generative AI squarely in what it calls the trough of disillusionment, predicting in a May press release that 25 per cent of planned 2026 AI budget will slip into 2027 as proofs of concept die in the procurement pipeline.

Advertisement

A separate Gartner read from April found that only 28 per cent of AI infrastructure projects fully deliver against their business case. That is not the curve of a technology going through an awkward adolescence. That is the curve of a market repricing itself.

Microsoft’s retreat lands inside this repricing, and not by accident. There are two ways to read the move. The first is the one Microsoft has briefed: that Copilot CLI is the strategic destination, that engineers will continue to have access to Claude models inside Copilot, and that the company simply wants a product it can shape directly with GitHub. That story is true.

It is also a story that Microsoft could have told at any point in the past six months and chose not to. What changed was not the strategic logic. What changed was the bill.

The second reading is harder to discount. Microsoft is uniquely positioned to know what enterprise-scale Claude usage actually costs, because its own engineers were the heaviest users outside Anthropic’s customer base. Inside Experiences and Devices, Claude Code had become, by several accounts, the preferred tool.

Advertisement

If the maths had improved with scale, this would be the moment Microsoft locked in a multi-year deal at favourable terms. Instead, it is unwinding the experiment in a window that conveniently closes the books on a fiscal year.

When the company with the most leverage in the room walks away from a vendor whose product its own staff prefer, the signal is not about preference.

Whether this constitutes a bubble depends on definitions. Token-level pricing will fall, as it has fallen at roughly a factor of ten every eighteen months for the past three years. The more interesting question is whether per-task token consumption falls faster than per-token cost.

The evidence so far runs the other way. Each generation of agentic system, by design, consumes more tokens per unit of work, because it reasons longer, plans more elaborately and verifies itself against the world.

Advertisement

Anthropic’s own infrastructure team has spoken publicly about reasoning workloads generating order-of-magnitude more compute per query than chat. That is the bet baked into the next twelve months of model releases. It is also the bet that put Uber back at the drawing board.

There is a worked example in TNW’s own coverage. In April, Anthropic banned a popular open-source agentic framework called OpenClaw from running on consumer Claude subscriptions, after discovering that single instances could chew through the equivalent of $1,000 to $5,000 in API costs in a day of autonomous operation. The framework was running on a $200-a-month Max plan.

The economic transfer was so blatant that Anthropic had to write a new clause into its terms of service. Multiply that pattern across a Fortune 500 engineering organisation, and you have the Uber budget memo.

The counterargument is real and worth stating. The cost of a working AI coding agent compared to the cost of an additional senior engineer is, even at current prices, often favourable on a per-feature basis. The productivity uplift is documented; the substitution is happening. What is breaking is not the value proposition.

Advertisement

It is the procurement model. Companies that signed up for a productivity tool are discovering they signed up for a metered utility, and the meter runs when nobody is looking. The fix may be straightforward: capped budgets per engineer, tiered access for high-leverage roles, agent runtime quotas.

Many of the larger buyers are already there. But the implication is that the era of “give every employee a Claude Code seat” is closing, and what replaces it will look more like AWS billing than like Office licences.

That is what Microsoft’s quiet email to its Windows and Surface teams really announces. Not the end of AI coding. Not even the end of Anthropic at Microsoft, given that Claude models will continue to be reachable through Copilot CLI.

It announces the end of the experimental phase, the phase in which the world’s largest software companies were willing to absorb arbitrary token costs in exchange for learning. The learning is done.

Advertisement

What comes next is the harder part. Enterprises will keep buying AI coding tools, because the productivity is real and the competitive pressure is unforgiving. But they will buy them the way they buy electricity, with usage caps, with shadow meters, with a finance team in the room.

Somewhere in a Microsoft conference room earlier this spring, someone looked at a Claude Code invoice and did the arithmetic against a Copilot CLI roadmap, and made a decision.

The same arithmetic is now being done in every CFO’s office that bought into the December 2025 rollout. The retreat will not be loud. It will be a series of fiscal-year-end emails, sent on a deadline nobody noticed until the budget was already gone.

Advertisement

Source link

Continue Reading

Tech

Pope Leo Calls For AI To Serve Humanity And Not Concentrate Power

Published

on

Pope Leo XIV has taken a stronger stand against AI. On Monday, Leo released his first papal encyclical — an almost 400-year-old tradition in which the Catholic Church shares its perspective on an issue. In this case, over about 42,300 words (in the English version), the Pope warned of “the misconception of equating this type of ‘intelligence’ with that of human beings.”

“These systems merely imitate certain functions of human intelligence. In doing so, they often surpass human intelligence in speed and computational capacity, offering tangible benefits across many fields,” Pope Leo stated.

He continued: “So-called artificial intelligences do not undergo experiences, do not possess a body, do not feel joy or pain, do not mature through relationships and do not know from within what love, work, friendship or responsibility mean. Nor do they have a moral conscience, since they do not judge good and evil, grasp the ultimate meaning of situations, or bear responsibility for consequences. They may imitate language, behavior and analytical skills, or even simulate empathy and understanding, but they do not understand what they produce, for they lack the affective, relational and spiritual perspective through which human beings grow in wisdom.”

Notably, the Pontiff presented the remarks alongside Anthropic co-founder Christopher Olah.

Advertisement

The Pope stated that it’s necessary to “establish adequate regulatory tools capable of upholding justice and curbing the distorting effects of technological power.” He emphasized that wealth is already concentrated in the hands of very few people and that it’s up to governments to ensure it doesn’t become even more so. In that vein, he added that leaders must ensure that humans, not AI, make all decisions related to weapons in the future.

He also called for “an educational alliance for the digital age” that encourages teaching young people to think critically about AI, to guard against “apathy for seeking the truth.” Regulations should also protect young people against “violent or degrading” AI-generated content, along with grooming and sexual exploitation.

Leo warned that such technology — and any profits that come with it — shouldn’t be used to justify systematic job loss. As such, he encouraged retraining and employment protections for workers whose jobs are at risk due to AI.

Pope Leo’s remarks weren’t made against AI as a whole, stating that it shouldn’t be seen “as a force antagonistic to humanity.” If carefully managed, he said, it could “open up a horizon extending in all directions.” In February, the Vatican teamed up with language service provider Translated to offer AI-powered live translations to Holy Mass attendees.

Advertisement

Source link

Continue Reading

Tech

AI with Model-Based Design: Virtual Sensor Modeling

Published

on

This webinar explores how AIbased virtual sensors can be used to estimate signals that are difficult or costly to measure, such as battery state of charge (SOC) in Battery Management Systems. Using a practical example, the session demonstrates how AI models can be integrated into systemlevel design and validated against performance, resource, and deployment constraints. 

The workflow shows how to design, verify, compress, and deploy AIbased virtual sensors to embedded processors within a single environment. 

You will learn how to: 

  • Integrate AI models into Simulink® for systemlevel simulation and verification 
  • Apply formal verification to assess neural network behavior 
  • Optimize models for memory footprint and execution speed 
  • Generate and profile libraryfree C code for embedded deployment 
  • Evaluate design tradeoffs across accuracy, performance, and deployment targets 

 

Click ‘Watch Now’ to explore this webinar.

Source link

Advertisement
Continue Reading

Tech

Just How Bad Was The Intel IAPX432?

Published

on

Processor design over the last few decades has moved toward RISC processors that aim to implement a few simple operations very efficiently. For a while, though, the trend was toward ever-more-complex CISC designs that let programmers implement complex behaviors using as few instructions as possible. Few processors took this approach further than the Intel iAPX432. This hyper-CISC processor was a commercial failure, largely due to its notoriously poor performance, but [MarkTheQuasiEngineer]’s benchmark suggests that this notoriety wasn’t totally deserved.

The first step before running a benchmark was to build a computer around the processor. The iAPX432 was implemented in three chips, two of which acted as the general data processor (GDP), and one of which handled input and output. [Mark] built an SBC (design and code here) that houses the two GDP chips and an FPGA for I/O. The 432 did have a well-deserved reputation for efficiently turning electricity into heat, and the original voltage regulator failed rather quickly.

The 432 was designed to use machine code which was almost a high-level language, with built-in object-oriented programming. It had over 200 operators, some of which implemented complex object-oriented operations, and a wide variety of data types, but it had no directly-accessible general-purpose registers. In addition to the lack of registers, it also had a very complex addressing system, allowing both direct and indirect addressing. For better performance, [Mark] used direct addressing.

For the benchmark, [Mark] implemented the Spigot algorithm to calculate the value of Pi. The results were somewhat surprising: calculating 2048 digits, it beat his previous retro-processor benchmarks; an Intel 8086 running the same algorithm took 2.5 times as long. Based on the results of this hand-written code, [Mark] speculates that the 432’s poor performance had more to do with poor compiler optimization than with the fundamental design.

Advertisement

We’ve covered some of the history of this troubled chip before. For a similarly ambitious but ill-fated Intel project, check out the history of Itanium.

Source link

Advertisement
Continue Reading

Trending

Copyright © 2025