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Why Cohere is merging with Aleph Alpha

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Canadian AI startup Cohere is taking over Germany-based Aleph Alpha, with the blessing of their governments, in a bid to offer a sovereign alternative to enterprises in an AI landscape dominated by American players. “Sovereign AI” refers to systems where companies and governments retain full control over their own data — rather than routing it through U.S. tech giants like Microsoft or Google.

As companies that develop large language models, Aleph Alpha and Cohere have been hometown stars, while still lagging far behind OpenAI and the likes globally. But similarities aside, this isn’t an alliance between equals. Last valued at $6.8 billion, Cohere will lead the new entity that will incorporate Aleph Alpha, subject to approval by authorities and shareholders.

The deal’s key financial backer is Schwarz Group, a German retail conglomerate. As an existing shareholder in Aleph Alpha, it is already fully onboard with the acquisition. And going forward, it will also become a strategic backer of the newly combined entity with €500 million in structured financing (approximately $600 million). In return, Schwarz Group expects the new entity to run on STACKIT — the sovereign cloud platform operated by its IT division, Schwarz Digits — giving the retail giant a major enterprise customer for its cloud business.

To fund the combined entity, Cohere is also raising a new round of financing — a Series E — and Schwarz Group will serve as its lead investor. The valuation has already been set: according to German business media outlet Handelsblatt, the term sheet pegs the company’s combined worth at around $20 billion.

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This would be a significant leap that combined revenue alone can’t justify. While Cohere reported $240 million in annual recurring revenue in 2025, Aleph Alpha had previously generated little revenue and significant losses. But investors are betting that teaming up will improve their odds against much larger rivals.

They may not be alone in the thinking that consolidation is the path forward. Elon Musk’s AI startup xAI has reportedly discussed a three-way partnership with France’s Mistral AI and Cursor, which SpaceX recently secured the option to buy. But it remains unclear whether Mistral would be interested in risking undermining its positioning as an alternative to U.S. tech that boosted its revenues. A partnership with xAI — an American company — would complicate that identity.

Cohere, too, is hoping to get tailwinds from enterprises looking for alternatives to AI providers that may not meet their requirements when it comes to privacy and independence. The new entity plans to target highly-regulated industries — including defense, energy, finance, healthcare, manufacturing and telecommunications— as well as the public sector.

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Aleph Alpha also developed specialized language models targeting enterprises and public institutions in Europe, such as the PhariaAI suite. A subsequent pivot away from building its own frontier models and the departure of its cofounder and CEO Jonas Andrulis made its strategy and leadership less clear, and left it in a weakened negotiating position. But its team of 250 people and their expertise could still complement Cohere.

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“Their focus on small language models, European languages and tokenizers is a really complementary one to our own, which is more of a general focus on large language models,” Cohere CEO Aidan Gomez said in a press conference announcing the plans on Friday.

Amid growing tensions with the United States, Canada has been increasingly keen to sign bilateral initiatives with a variety of partners, including Germany. With a shared concern for privacy and security, the two countries recently launched a Sovereign Technology Alliance to “strengthen sovereign AI capacity and reduce strategic technology dependencies.”

The question remains whether European organizations will view an initiative involving Canada as sufficiently sovereign, or whether they will trust that the alliance will remain transatlantic in the long run. According to Gomez, “Cohere will become a Canadian-German company.” But that promise could be harder to keep if the company goes public — putting ownership in the hands of global shareholders with no particular allegiance to either country.

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The Arduino UNO, Basically | Hackaday

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If you miss the days when you used Basic on your classic computer or wrote embedded software with a Basic Stamp, then maybe dust off your Arduino UNO or any similar AVR board and try nanoBASIC_UNO from [shachi-lab].

Apparently, the original code was meant for the STM8S, but this port targets the ATmega328P. It is Basic more or less as you remember it. There are enough extensions to deal with GPIO, the analog systems, and so forth. At build time, you can decide if you want 16-bit or 32-bit integers.

One thing that is a little odd is how it handles direct mode. In classic Basic, anything without a line number executes immediately. Line numbers simply store your program line until you type RUN. nanoBASIC_UNO doesn’t force you to use line numbers. To indicate you are programming, you have to start with the PROG keyword. Then you can enter lines into the RAM buffer until you enter a # character. The program is stored in RAM, but there is a way to save programs to flash.

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You can also build the code for Windows or Linux if you just want to experiment. Looks like fun.

If you missed the heyday of the Basic Stamp, you missed a lot of fun. If you just want a quick Basic hit, try your browser.

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Apple under Ternus: what comes next for the tech giant’s hardware strategy

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As Apple races to stay competitive in AI while navigating tariffs and supply chain uncertainty, the company’s future is about to shift under new leadership.

On Monday, Apple announced that John Ternus will take over as CEO later this year, succeeding Tim Cook.

Cook transformed Apple into a $4 trillion global powerhouse, expanded its services business, and oversaw some of the most profitable years in tech history. Ternus brings a different kind of skillset. A longtime hardware executive, he has spent his career building Apple’s devices rather than managing the broader business.

Ternus joined Apple in 2001 and rose through the ranks of hardware engineering. Along the way, he has contributed to some of the company’s biggest products, including AirPods, the Apple Watch, and Vision Pro.

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His appointment signals a renewed focus on hardware at a moment when Apple is under pressure to define its next era. Ternus will now help determine what that looks like.

Hardware with AI at the center

Rather than trying to compete head-on with companies building the biggest AI models, Ternus may push Apple to focus on the AI-powered devices themselves, whether that be the one in your hand, something you wear, or something that lives in your home.

There’s already a lot of speculation about what Apple could launch next. Ideas floating around include smart glasses, a wearable pendant with a built-in camera, and even AirPods with AI features. According to Bloomberg, the idea is that all of these products would connect to the iPhone, with Siri playing a major role.

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Ternus is also expected to push forward on products that have been stuck in limbo. Foldable iPhones are the obvious example. They’ve been rumored for years, and while competitors have already moved ahead, Apple has taken a slower approach, waiting until the technology meets its standards. Reports say it will arrive in September, which means Ternus will be overseeing the launch.

Apple has also reportedly been exploring robotics, particularly for the home. One concept includes a tabletop device with a robotic arm attached to a display, essentially a smart assistant that can move and turn toward you. Notably, this lines up with Ternus’s long-standing interest in robotics. In college, he built a device that allowed quadriplegics to control a mechanical feeding arm using head movements, as reported by the New York Times.

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There are also ideas for mobile robots that could follow you around, handle simple tasks, or act like a moving FaceTime screen. Some reports even mention experiments with humanoid robots, though those are likely years away.

While none of these are guaranteed to happen, they do give a pretty clear sense of where Apple’s thinking might be going.

However, ongoing memory chip shortages, President Trump’s frequently shifting tariff policies, and the company’s reliance on Chinese manufacturing could create a challenging period ahead. Roughly 80% of iPhones were produced in China before the tariffs. The company recently pivoted to India, making about 25% of its iPhones in the country last year, according to Bloomberg.

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Microsoft’s new Xbox chief makes first major change, cutting Game Pass price, but with a catch

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Asha Sharma and Matt Booty, the new leadership team for Microsoft Gaming. (Microsoft Photo)

Asha Sharma’s first big move as Microsoft’s gaming chief is a trade-off.

The company is cutting the price of its Xbox Game Pass Ultimate subscription by $7 a month, from $29.99 to $22.99. However, future games in the blockbuster Call of Duty franchise from Microsoft-owned Activision will no longer be available on the service at launch.

The changes, announced Tuesday, come a week after Sharma acknowledged in a leaked memo that Game Pass had become too expensive and promised a better value equation.

Microsoft’s gaming business has been under pressure. In the most recent holiday quarter, gaming revenue fell 9% to $5.96 billion, with Xbox content and services coming in below internal projections.

A 50% price hike for Xbox Game Pass Ultimate last October, to $29.99, was widely seen as a response to the cost of adding new Call of Duty games to the service.

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Under the new structure, future Call of Duty titles will arrive on Game Pass about a year after launch, during the following holiday season. Existing titles will remain available.

Microsoft’s PC Game Pass price is also dropping, from $16.49 to $13.99 a month.

Sharma took over as CEO of Microsoft Gaming in February, replacing Phil Spencer, who retired after 38 years at the company. She had been running Microsoft’s CoreAI product organization and previously served as chief operating officer at Instacart and as a vice president at Meta.

She arrived without prior gaming industry leadership experience, but pledged to recommit to core Xbox fans, and prioritize great games above all else. She also promoted longtime studio chief Matt Booty to executive vice president and chief content officer.

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The Game Pass pricing change raises the question of whether this is a one-time adjustment or the beginning of a broader restructuring. Sharma’s leaked memo last week hinted at a larger vision, saying Microsoft would develop Game Pass into “a more flexible system.”

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SVS Sound R|Evolution Experience Tour 2026 Brings Full System Demos to Three U.S. Cities in April and May

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SVS isn’t sitting back and hoping a product page does the heavy lifting. The Ohio-based speaker and subwoofer maker is taking a far more direct route in April and May 2026 with its Sound R|Evolution Experience, a three-city tour built around live demos, real conversations, and zero patience for passive marketing. Stops in St. Louis, Atlanta, and Paramus, New Jersey will host in-store events where attendees can hear multiple two-channel systems and a full Dolby Atmos home theater setup in action.

Leading the charge will be SVS President Gary Yacoubian, Vice President Nick Brown, and key members of the SVS team alongside local dealer staff offering presentations, setup advice, and a closer look at what’s coming next. The focus isn’t subtle: SVS will be showcasing its latest Ultra Evolution speaker lineup, subwoofer innovations tied to the R|Evolution platform, and complete system integration across both stereo and immersive Dolby Atmos home theater environments.

gary-yacoubian-svs-ceo
Gary Yacoubian, SVS President

And because showing up matters, but giving people a reason to stay doesn’t hurt either, SVS is stacking the table. Giveaways include a $2,000 stereo system built around Ultra Evolution speakers and a $10,000 5.1.2-channel home theater package with a 4K UHD TV and AV receiver, along with additional prizes and SVS swag.

All events are free, open to the public, and yes, there will be light refreshments because even the most hardened audiophile makes better decisions when fed. Although Paramus attendees have plenty of options on Route 17 in Bergen County once their bodies recover from the bone-shattering bass. Jersey diners for the win.

It’s aggressive, it’s hands-on, and it’s exactly how it should be done. Instead of hiding behind Instagram posts and the 29th YouTube review this week of the same product, SVS is putting its people and products in the same room as actual listeners and letting the systems do the talking.

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For those who can’t attend in person, SVS will also broadcast each event live on the SVS Facebook Page and YouTube Channel with separate giveaways for those who tune in and leave a comment.

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How to Register for the SVS Sound R|Evolution Experience Tour

Attendees can RSVP at the links below.

Each event will have live demonstrations of the SVS Ultra Evolution Speakers, R|Evolution Subwoofers, Prime Wireless Pro audio gear, and more. SVS will provide “Experience Zones” that include an immersive Dolby Atmos home theater system, audiophile stereo set-up, budget wireless audio systems, and more.

There’s simply no substitute for experiencing world-class speakers and subwoofers in person. The scale, the emotion, the way sound fills a room and pulls you into the moment. Events like this are about bringing that to life and giving people a chance to feel what’s possible in their homes,” said Nick Brown, VP of Marketing, SVSIt’s also about connecting with the SVS community over shared passions for music and movies and shining a spotlight on some of the premier A/V retailers in the country. We’re waking people up to the joys of great sound!

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The SVS Sound R|Evolution Experience has been touring the United States for nearly a decade, with previous stops at ListenUp in Denver; NFM in Dallas, Omaha, and Kansas City; IQ Home Entertainment in Washington, D.C.; World Wide Stereo in Philadelphia; Huppin’s in Spokane, WA; Abt Electronics in Chicago; Gramophone in Baltimore; and elsewhere. Since launching the series, SVS has hosted more than 65 events with over 14,000 attendees.

Pro Tip: Upcoming events are being planned for San Antonio and Minnesota.

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The Bottom Line 

Buying speakers or a subwoofer isn’t a spec-sheet decision, no matter how many tabs you’ve got open. You need to hear the gear, in a real room, with people who actually know how to set it up and that’s where this tour earns its keep. SVS is bringing complete systems, experienced staff, and enough time for actual conversations, not five minute demos.

If you’re anywhere near St. Louis, Atlanta, or Paramus, this is an easy call. You’ll get hands-on listening across stereo and Dolby Atmos setups, practical setup advice, and a chance to ask questions without someone rushing you out the door. And if SVS isn’t your final choice? You still walk away knowing what to listen for and what to avoid.

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And if those cities don’t line up, don’t panic — SVS is already planning additional stops in San Antonio and Minnesota, so the roadshow isn’t done yet.

Not everyone can make the two dozen global hi-fi shows in 2026. This is the opposite of that chaos. Smaller rooms. No elevator purgatory. No media camped out in the sweet spot like they’ve claimed squatter’s rights. Just gear, your ears, and a much clearer path to making the right call.

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Gunther Werks F-26 Brings Raw Power to a Classic Slantnose Shape

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Gunther Werks F-26 Porsche 911 Slantnose Top Gear Test Drive
Photo credit: Top Gear
Top Gear recently took the F-26 from Gunther Werks for a spin and came away convinced of what a beast of a car it truly is. The F-26, based on the 993 generation Porsche 911, gives the iconic slantnose design a makeover, filling it with a lot of the technology you’d expect in a high-end supercar that works just as well on the track as it does on the road.



Every panel and door in the car is constructed of carbon fiber. The original pop-up headlights have been replaced with fixed ones that just slice through the air. They’ve also added some substantial ventilation to keep the car’s air-cooled 4.0-liter flat six (designed in partnership with Rothsport Racing) cool, which now produces 1067 horsepower (on E85) or 880 (on standard high-octane), with 750lbft of torque. Not only that, but the airflow over it has been more than doubled when compared to a regular engine in order to keep temperatures down. To add to the loudness, they’ve installed a large 6-speed manual transmission with a limited slip differential that sends everything to the rear wheels.

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Gunther Werks F-26 Porsche 911 Slantnose
Gunther Werks F-26 Porsche 911 Slantnose
The F-26 is also not particularly heavy, weighing only 2750 pounds thanks to the carbon panels, magnesium wheels, and some clever wiring choices. The front suspension is double wishbone, with multilink in the back, and electronic JRZ dampers are used to absorb bumps. Big ceramic discs, 381mm up front and 355mm at the back, are clamped down by six-piston and four-piston calipers, all wrapped up in some 18inch wide Continental tires.

Gunther Werks F-26 Porsche 911 Slantnose Interior
Gunther Werks F-26 Porsche 911 Slantnose Interior
Gunther Werks F-26 Porsche 911 Slantnose Interior
Inside, the exposed carbon fiber is offset by some beautiful leather and Alcantara in the seats and headliner. The wheel is a robust piece of kit, with a fighter jet-inspired wing design that feels natural in the hands, and a wooden knob on the shifter adds a touch of luxury. There’s a beautiful dramatic red roll cage running through the car, as well as a Porsche vintage radio that blends in with the rest of the style and includes Apple CarPlay.

Gunther Werks F-26 Porsche 911 Slantnose
Production is limited to only 26 units total, and each one is built to order. However, this does not imply that each one is made using the same old parts; instead, the F-26’s owners have complete control over their vehicle, so each one is unique.

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Seattle high schooler’s Google Doodle pays tribute to hair and family history as a superpower

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Google Doodle artwork by Kameirah Johnson of Renton, Wash. (Google Image)

Kameirah Johnson, a senior at Seattle’s Lakeside School, is one of five students nationwide whose artwork will appear on the Google homepage later this month, after being selected as a finalist in the annual Doodle for Google contest.

The contest, which drew tens of thousands of submissions from K-12 students, invited entrants to interpret the theme, “My superpower is …” through original artwork. Kameirah, 18, of Renton, Wash., created a piece centered on hair as a symbol of identity and inherited strength.

Kameirah Johnson. (Photo courtesy of Kameirah Johnson)

The work depicts three figures — inspired by Kameirah, her mother Simone, and her sister Kalieyah — lying in the grass, their hair styled as crowns.

Her artist’s statement reads: “My superpower is my hair and the family history it carries. Each texture and style holds culture, care, and survival passed down without words. Lying in the grass, our crowns rest without weakening. This kinky hair refuses conformity; it makes us different. Shaped by our lineage, our hair is undeniably beautiful.”

Kameirah said she spent more than 40 hours on the piece, often staying up late to work on it. She drew on her own photography and old family albums, including film photos her grandmother has preserved for years.

“I often take inspiration from my own photography or from old family photos,” she said. “Using those images as references, I incorporate elements of my family into my art as a way to honor my lineage.”

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Kameirah’s path to art started early, watching her older sister draw. She began sketching as a child, but got more serious during COVID, experimenting with pastels and charcoal. A turning point came freshman year, when she completed her first acrylic painting — a portrait of Stevie Wonder — for a school art show. She now works primarily in oils and acrylics, though her Doodle was created digitally.

Kameirah’s artistic pursuits stretch beyond her painting. She’s a dancer, plays bass guitar in a cover band, collects records, and makes short films.

In the fall, she’ll head to NYU to study economics and studio arts, with an eye toward the intersection of art and business. She hopes to own a gallery someday.

The five finalists’ artwork will appear on the Google homepage on April 28. The public can vote for a favorite through April 29, with the overall winner announced May 12. Kameirah has already secured a $10,000 college scholarship and a Chromebook. If she wins the top prize, that total jumps to $55,000, and her school would receive a $50,000 technology package.

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Now in its 17th year, the Doodle for Google contest has attracted Seattle-area winners in the past. Mahee Chandrasekhar, a ninth grader at Redmond High School, was the Washington state winner in the 16th contest. In 2023, sixth-grader Rebecca Wu of the International School in Bellevue, had her artwork recognized.

Judges this year include NBA All-Star Giannis Antetokounmpo and 2025 National Teacher of the Year Ashlie Crosson.

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OpenAI’s Sam Altman apologizes for not reporting ChatGPT account of Tumbler Ridge suspect to police

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Two months following the deadly shooting in Tumbler Ridge, British Columbia, OpenAI’s Sam Altman has formally apologized for not informing police of the alarming ChatGPT conversations seen with the suspect’s account. Before the incident, OpenAI banned the account belonging to the alleged shooter, Jesse Van Rootselaar, for violating its usage policy due to potential for real-world violence.

“I am deeply sorry that we did not alert law enforcement to the account that was banned in June,” Altman wrote in the letter. “While I know words can never be enough, I believe an apology is necessary to recognize the harm and irreversible loss your community has suffered.”

Altman noted in the letter, which was published in full by Tumbler RidgeLines, that he spoke with both Darryl Krakowa, Tumbler Ridge’s mayor, and David Eby, the British Columbia premier, and agreed that a “public apology was necessary, but that time was also needed to respect the community as you grieved.”

Eby, who also highlighted Altman’s letter in his post on X, agreed that the “apology is necessary,” but added that it was “grossly insufficient for the devastation done to the families of Tumbler Ridge.” Moving ahead, Altman reaffirmed in the letter that OpenAI would “find ways to prevent tragedies like this in the future” and work with all levels of government to prevent something like this from happening again. Altman’s latest commitment builds on the previous letter from OpenAI’s vice president of global policy Ann O’Leary, who said the company would notify authorities if it finds “imminent and credible” threats in ChatGPT conversations.

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What Is The 90-Minute Rule For Concrete?

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Mixing concrete for industrial purposes often requires heavy machinery. Specifically designed trucks are used to prepare the mixture, the volume of which is determined by a calculator. It is then poured to lay everything from a city sidewalk to a residential driveway. But there’s more to the process, as workers often follow the 90-minute rule, which means that prepared concrete must be emptied from the mixing truck within 90 minutes after mixing begins.

The reason for this is due to how the mix behaves over time. A concrete mix is kept fresh with a consistent texture thanks to the spinning cement truck. The truck does its job by preparing the concrete to be poured, and once it’s ready, the operator can release it accordingly. But after the 90-minute window closes, the mix isn’t what it used to be and if poured after the fact, there’s no guarantee it will set properly.

The 90-minute mix time keeps the cement loose, and easily workable, as the hydration process takes place. Without that process, the cement would become less fluid and eventually it could get firm, essentially “setting” in the truck’s mixer. However, temperature fluctuations can also cause the same effect. Moisture loss is another problem for the mixer’s contents, as it can directly affect how easily the concrete is poured. In the end, the longer the mix is in the truck, the more challenging everything becomes.

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Concrete timing is more flexible than it used to be

The 90-minute rule regarding the mixing of concrete has been in place since around the 1930s. It is a long-standing guideline set by the American Society for Testing and Materials (ASTM). In fact, ASTM C94 governs ready-mix concrete standards used throughout the United States in construction projects. The rule has been well established over time thanks to both building codes and state highway associations. It was originally based on older production methods, as well as shorter transportation distances overall.

But the 90-minute rule isn’t as rigid as it was once. That’s because today’s standards allow for more flexibility based on the actual condition of the concrete at the time of placement. As of this writing, updated ASTM guidance no longer enforces a strict time limit. Any adjustments are instead allowed during transportation or at the job site itself. As long as the concrete meets its required expectations, workers can safely pour and it should be effective.

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Because of this different approach, and due to preexisting standards under ASTM C94, the 90-minute rule is mostly connected to ready-mixed concrete instead of hand mixing. So even if you’re using a portable mixer or doing it yourself by hand, there’s no real hard and fast rule like the truck delivery standard. Of course, wet concrete mix shouldn’t remain in a holding state for long as it will eventually begin to harden.



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Discord users breach access controls to reach Anthropic’s Mythos model

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A recent security incident involving Anthropic has highlighted just how fragile the safeguards around advanced AI systems can be. A Wired report suggests that a small group of users, operating through private Discord channels, managed to gain unauthorized access to the company’s highly restricted Mythos AI model – an experimental system designed for cybersecurity applications.

A Breach That Exposes Bigger Risks Around AI Control

The incident appears to have occurred almost immediately after Mythos was made available to a limited group of trusted partners. According to multiple reports, the unauthorized users gained access through a third-party vendor environment, rather than directly breaching Anthropic’s core systems.

Some accounts suggest that members of a private Discord community were able to exploit access permissions or identify entry points using publicly exposed information, effectively bypassing restrictions placed on the model.

Importantly, there is no confirmed evidence that the system was used for malicious activity. In fact, reports indicate that the users interacted with the model in relatively limited ways. Still, the fact that access was obtained at all is the real story.

Mythos itself is not just another AI model. It is designed to identify vulnerabilities in software systems and simulate cyberattacks – making it one of the most sensitive AI tools currently under development. That dual-use capability is precisely why access was tightly restricted in the first place.

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Why This Incident Matters Beyond One Breach

At a glance, this might seem like a contained security lapse. In reality, it underscores a broader issue facing the AI industry: control is becoming harder than capability.

AI models like Mythos are built to find weaknesses in systems, which means that in the wrong hands, they could accelerate cyberattacks rather than prevent them. Researchers and officials have already warned that such tools could pose significant risks if misused, given their ability to automate complex attack chains.

What makes this case particularly notable is how the breach happened. It wasn’t a sophisticated hack targeting core infrastructure. Instead, it appears to have leveraged gaps in the surrounding ecosystem—contractors, permissions, and access management.

That distinction matters. It suggests that securing advanced AI isn’t just about the model itself, but the entire environment around it.

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Why It Should Matter To You

For everyday users, this incident may feel distant, but its implications are closer than they seem.

AI systems like Mythos are being developed to secure everything from browsers to financial systems. If those same tools are exposed prematurely or improperly controlled, the risk shifts from defensive to potentially offensive.

Even without malicious intent, unauthorized access introduces uncertainty. It raises questions about how well companies can protect technologies that are increasingly critical to digital infrastructure.

In simpler terms, if AI is being built to protect the internet, it needs to be protected first.

What Happens Next For Anthropic And AI Security

Anthropic has already launched an investigation into the incident and has stated that the breach was limited to a third-party environment, with no evidence of broader system compromise.

However, the timing of the breach – coinciding with the model’s early rollout – will likely intensify scrutiny around how such systems are tested and shared. Regulators and industry bodies are already paying close attention to high-risk AI models, and incidents like this only add urgency to those discussions.

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Going forward, expect stricter access controls, tighter vendor oversight, and potentially new frameworks for handling sensitive AI tools. Because if this episode proves anything, it’s that the challenge is no longer just building powerful AI – it’s keeping it contained.

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Battlefield movie reportedly in the works with Christopher McQuarrie and Michael B. Jordan

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According to The Hollywood Reporter, producer Christopher McQuarrie and collaborators pitched a feature film adaptation of EA’s Battlefield series to studios and streaming services this week. McQuarrie is expected to write, direct, and produce the project, while Oscar-winning actor Michael B. Jordan (Sinners) is reportedly in talks to produce and…
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