Linux fréttir

IT department keeps the infrastructure. Then this new persona takes over and handles the AI stuff

Some organizations have started hiring for a new tech job: The Machine Learning Administrator – aka the “ML admin”.…

An anonymous reader quotes a report from Ars Technica: Google's DeepMind research division claims its newest AI agent marks a significant step toward using the technology to tackle big problems in math and science. The system, known as AlphaEvolve, is based on the company's Gemini large language models (LLMs), with the addition of an "evolutionary" approach that evaluates and improves algorithms across a range of use cases. AlphaEvolve is essentially an AI coding agent, but it goes deeper than a standard Gemini chatbot. When you talk to Gemini, there is always a risk of hallucination, where the AI makes up details due to the non-deterministic nature of the underlying technology. AlphaEvolve uses an interesting approach to increase its accuracy when handling complex algorithmic problems. According to DeepMind, this AI uses an automatic evaluation system. When a researcher interacts with AlphaEvolve, they input a problem along with possible solutions and avenues to explore. The model generates multiple possible solutions, using the efficient Gemini Flash and the more detail-oriented Gemini Pro, and then each solution is analyzed by the evaluator. An evolutionary framework allows AlphaEvolve to focus on the best solution and improve upon it. Many of the company's past AI systems, for example, the protein-folding AlphaFold, were trained extensively on a single domain of knowledge. AlphaEvolve, however, is more dynamic. DeepMind says AlphaEvolve is a general-purpose AI that can aid research in any programming or algorithmic problem. And Google has already started to deploy it across its sprawling business with positive results. DeepMind's AlphaEvolve AI has optimized Google's Borg cluster scheduler, reducing global computing resource usage by 0.7% -- a significant cost saving at Google's scale. It also outperformed specialized AI like AlphaTensor by discovering a more efficient algorithm for multiplying complex-valued matrices. Additionally, AlphaEvolve proposed hardware-level optimizations for Google's next-gen Tensor chips. The AI remains too complex for public release but that may change in the future as it gets integrated into smaller research tools.

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Partly because America does AI wrong and it can get more done with less

Chinese web giant Tencent says it has enough high-end GPUs to train new AI models for years, in part because it’s found more efficient ways to do so.…

Microsoft quietly announced earlier this week that it plans to shut down a long-standing tool supplying search engine startups and other software developers with a raw feed of Bing search results. From a report: The Bing Search APIs, or application programming interfaces, were once vital to many niche Google alternatives, but fell out of favor more recently as Microsoft hiked fees for the service and restricted its use. The shutoff, which is scheduled to begin on August 11, still came as a surprise to several developers who spoke with WIRED. Customers learned of it on Monday via an email from Microsoft and a post on its website. They were directed to consider using "Grounding with Bing Search as part of Azure AI Agents," a Microsoft service that allows chatbots like ChatGPT to augment AI-generated responses with "real-time public web data." Some developers view the AI-centric alternative as an insufficient replacement. Larger customers like DuckDuckGo told Wired they won't be affected.

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Google has warned that the hacker group known as "Scattered Spider," which recently disrupted UK retailer Marks & Spencer, is now targeting U.S. retailers with aggressive and sophisticated cyberattacks. "U.S. retailers should take note. These actors are aggressive, creative, and particularly effective at circumventing mature security programs," John Hultquist, an analyst at Google's cybersecurity arm, said in an email sent on Wednesday. The Guardian reports: Scattered Spider is widely reported to have been behind the particularly disruptive hack at M&S, one of the best-known names in British business, whose online operations have been frozen since 25 April. It has a history of focusing on a single sector at a time and is likely to target retail for a while longer, Hultquist said. Just a day before Google's warning, M&S announced that some customer data had been accessed, but this did not include usable payment or card details, or any account passwords. The Guardian understands the details taken are names, addresses and order histories. M&S said personal information had been accessed because of the "sophisticated nature of the incident." "Today, we are writing to customers informing them that due to the sophisticated nature of the incident, some of their personal customer data has been taken," the company said. Hackers from the Scattered Spider ecosystem have been behind a slew of disruptive break-ins on both sides of the Atlantic. In 2023, hackers tied to the group made headlines for hacking the casino operators MGM Resorts International and Caesars Entertainment. Law enforcement has struggled to get a handle on the Scattered Spider hacking groups, in part because of their amorphousness, the hackers' youth, and a lack of cooperation from cybercrime victims.

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Netflix said its cheaper, ad-supporter tier now has 94 million monthly active users -- an increase of more than 20 million since its last public tally in November. CNBC reports: The company and its peers have been increasingly leaning on advertising to boost the profitability of their streaming products. Netflix first introduced the ad-supported plan in November 2022. Netflix's ad-supported plan costs $7.99 per month, a steep discount from its least-expensive ad-free plan, at $17.99 per month. Netflix also said its cheapest tier reaches more 18- to 34-year-olds than any U.S. broadcast or cable network. "When you compare us to our competitors, attention starts higher and ends much higher," Netflix president of advertising Amy Reinhard said in a statement. "Even more impressive, members pay as much attention to mid-roll ads as they do to the shows and movies themselves."

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Bit barn operator to wedge 8,192 liquid-cooled MI325Xs into AI training cluster

Interview After some teething pains, TensorWave CEO Darrick Horton is confident that AMD's Instinct accelerators are ready to take on large-scale AI training.…

Apple's smartphone shipments in China plunged nearly 50% year-over-year in March 2025, as domestic brands like Huawei and Vivo surged ahead -- now controlling 92% of the market. MacRumors reports: The steep decline saw shipments fall to just 1.89 million units, down from 3.75 million during the same period last year. That shrinks Apple's share of the Chinese market to approximately 8%, while domestic brands now control 92% of smartphone shipments. For the entire first quarter, non-Chinese brand shipments declined over 25%, while total smartphone shipments in China actually increased by 3.3%. Apple's struggles come as domestic competitors have gained ground. Counterpoint Research reports Huawei now leads with a 19.4% share, followed by Vivo (17%), Xiaomi (16.6%), and Oppo (14.6%). Apple has slipped to fifth place with 14.1%. Several factors are driving Apple's declining fortunes. The company faces competition from rejuvenated local brands like Huawei, which has rebounded with proprietary chips and its HarmonyOS Next software. Chinese government policies appear to be playing a role too. Under government subsidies, consumers of electronics get a 15% refund of products that are priced under 6,000 yuan ($820). Apple's standard iPhone 16 starts at 5,999 yuan.

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More than $100M in costs could be cut by gutting duplicative IT alone, making DOGE itself look a bit redundant

Comment Cost-trimming in the US federal government is all the rage right now – and a new report finds more than $100 million in savings available to the Feds by doing nothing but eliminating redundant and unnecessary IT investments. …

An anonymous reader quotes a report from ZDNet: Would you believe Microsoft has announced a new Linux distribution service for its Azure cloud service? You should. For many years, the most popular operating system on Azure has not been Windows Server, it's been Linux. Last time I checked, in 2024, Azure Linux Platforms Group Program Manager Jack Aboutboul told me that 60% of Azure Marketplace offerings and more than 60% of virtual machine cores use Linux. Those figures mean it's sensible for Microsoft to make it easier than ever for Linux distributors to release first-class Linux distros on Azure. The tech giant is taking this step, said Andrew Randall, principal manager for the Azure Core Linux product management team, by making "Azure Image Testing for Linux (AITL) available 'as a service' to distro publishers." ATIL is built on Microsoft's Linux Integration Services Automation project (LISA). Microsoft's Linux Systems Group originally developed this initiative to validate Linux OS images. LISA is a Linux quality validation system with two parts: a test framework to drive test execution and a set of test suites to verify Linux distribution quality. LISA is now open-sourced under the MIT License. The system enables continuous testing of Linux images, covering a wide range of scenarios from kernel updates to complex cloud-native workloads. [...] Specifically, the ATIL service is designed to streamline the deployment, testing, and management of Linux images on Azure. The service builds on the company's internal expertise and open-source tools to provide: - Curated, Azure-optimized, security-hardened Linux images - Automated quality assurance and compliance testing for Linux distributions - Seamless integration with Azure's cloud-native services and Kubernetes environments Krum Kashan, Microsoft Azure Linux Platforms Group program manager, said in a statement: "While numerous testing tools are available for validating Linux kernels, guest OS images, and user space packages across various cloud platforms, finding a comprehensive testing framework that addresses the entire platform stack remains a significant challenge. A robust framework is essential, one that seamlessly integrates with Azure's environment while providing coverage for major testing tools, such as LTP and kselftest, and covers critical areas like networking, storage, and specialized workloads, including Confidential VMs, HPC, and GPU scenarios. This unified testing framework is invaluable for developers, Linux distribution providers, and customers who build custom kernels and images."

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BrianFagioli shares a report from BetaNews: For years, NordVPN made Linux users live in the terminal. Sure, the command-line interface technically worked, but let's not pretend it was ideal for everyone. Meanwhile, competitors like Surfshark and ExpressVPN had already given their Linux users full graphical interfaces. Now, NordVPN has finally caught up by launching its very own GUI for Linux. So, what exactly does this mean? Well, instead of typing in commands, users can now click their way through connection options, settings, and even theme preferences like light or dark mode. This will arguably make using the service on Linux much easier. [...] Just like on Windows and macOS, the NordVPN GUI lets you quickly connect to servers, activate features, and monitor your connection in a clean, modern interface. And yes, those features include fan favorites like Dedicated IP, Double VPN, Onion Over VPN, Kill Switch, and Threat Protection. In other words, the features are the same, only easier to access now. That said, some advanced tools, like Meshnet, are still CLI-only for the time being. But at least now there's a choice. And if you want to stick to the terminal, don't worry, that option hasn't gone away.

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Uber is launching a fixed-route shuttle service in major U.S. cities that offers commuters up to 50% off UberX fares during weekday peak hours. Called "Route Share," the service aims to provide a more affordable, predictable alternative to standard ride-hailing. TechCrunch reports: The commuter shuttles will drive between pre-set stops every 20 minutes, according to Sachin Kansal, Uber's chief product officer. He noted that there will be dozens of routes in each launch city -- like between Williamsburg and Midtown in NYC. The routes, which are selected based on Uber's extensive data on popular travel patterns, might have one or two additional stops to pick up other passengers. To start, riders will only ever have to share the route with up to two other co-riders. Riders can book a seat anywhere from seven days to 10 minutes before a scheduled pickup, and the app will provide them with turn-by-turn directions to get them from their house to the corner where they'll be picked up. Uber is relying on the same underlying technology that it uses for Uber Share, its shared rides offering where riders can get 15% to 30% off the cost of an UberX ride by pooling with others. Kansal told TechCrunch that Uber completes millions of shared trips annually and has been seeing more traction lately as riders look for more ways to save. Hence, Route Share. Uber envisions a future where Route Share could qualify for pre-tax commuter benefits. However, as a spokesperson noted, the company would need to find a way to match those trips with Uber XL vehicles. That's because only six-seater vehicles would meet the eligibility requirements. A potential progression of Route Share would involve autonomous vehicles, particularly in chaotic cities like New York City, where no self-driving car companies have deigned to test.

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An anonymous reader quotes a report from Ars Technica: We've known for months now that Valve is expanding its Linux-based SteamOS operating system beyond the Steam Deck to other handheld PCs, starting with some versions of the Asus ROG Ally. This week, Valve began making some changes to its Steam storefront to prepare for a future when the Deck isn't the only hardware running SteamOS. A new "SteamOS Compatible" label will begin rolling out "over the next few weeks" to denote "whether a game and all of its middleware is supported on SteamOS," including "game functionality, launcher functionality, and anti-cheat support." Games that don't meet this requirement will be marked as "SteamOS Unsupported." As with current games and the Steam Deck, this label doesn't mean these games won't run, but it does mean there may be some serious compatibility issues that keep the game from running as intended. Valve says that "over 18,000 titles on Steam [will] be marked SteamOS compatible out of the gate," and that game developers won't need to do anything extra to earn the label if their titles already support the Steam Deck. SteamOS uses a collection of app translation technologies called Proton to make unmodified Windows applications run on SteamOS. This technology has dramatically improved SteamOS's game compatibility, compared to older SteamOS versions that required games to support Linux natively, but it still can't support every single game that Windows does. Valve says that the "SteamOS Compatible" label isn't meant to imply how well a game will run on the Steam Deck or any other SteamOS handheld but that this label is "just the first step." The company is "continuing to work on ways for people to have a better understanding of how games will run on their specific devices."

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Ransomware or critical infra hit? Top US manufacturer maintains steely silence

Nucor, the largest steel manufacturer in the US, shut down production operations after discovering its servers had been penetrated.…

Touchdown with no topple? Company aims for third time lucky

Intuitive Machines has blamed poor lighting, a problematic altimeter, and difficulties spotting craters for the company's second lunar lander tipping over.…

GA date slips out on Japanese site, vanishes from English

Red Hat appears to have quietly made RHEL 10 available to paying customers, days ahead of its expected debut at next week's Red Hat Summit.…

Palantir CEO Alex Karp criticized Europe's AI adoption while praising Saudi Arabia's engineering talent at Tuesday's Saudi-US Investment Forum in Riyadh. "It's like people have given up," Karp said of Europe, while commending Saudi engineers for their "meritocracy and patriotism" and "deep tradition in engineering excellence."

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Cheaper, open source AI will commoditize the market at expense of their bloated counterparts

The future of large language models is likely to be open source, according to Marc Benioff, co-founder and longstanding CEO of Salesforce.…

Nightwing claims insider intel helped secure lucrative CISA work but US says decision is unrelated

The Department of Homeland Security (DHS) scrapped a highly lucrative cybersecurity contract originally awarded to Leidos following a legal challenge from rival bidder Nightwing, yet insists the pushback had nothing to do with it.…

A California judge slammed a pair of law firms for the undisclosed use of AI after he received a supplemental brief with "numerous false, inaccurate, and misleading legal citations and quotations." From a report: In a ruling submitted last week, Judge Michael Wilner imposed $31,000 in sanctions against the law firms involved, saying "no reasonably competent attorney should out-source research and writing" to AI, as pointed out by law professors Eric Goldman and Blake Reid on Bluesky. "I read their brief, was persuaded (or at least intrigued) by the authorities that they cited, and looked up the decisions to learn more about them -- only to find that they didn't exist," Judge Milner writes. "That's scary. It almost led to the scarier outcome (from my perspective) of including those bogus materials in a judicial order."

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