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AMD Helios AI Rack 432GB RAM Beast Ready to Challenge NVIDIA Rubin.

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AMD Helios AI Rack: The New Benchmark for Exascale AI Infrastructure Following its initial reveal at CES 2026, AMD has released additional specifications for the Helios AI Rack , its high-performance compute platform designed to rival NVIDIA’s Vera Rubin systems. Set for delivery later this year, Helios is positioned as a direct competitor in the exascale AI market, boasting a distinct advantage in memory capacity and interconnect bandwidth. The "Venice" Powered Ecosystem The Helios AI Rack is a fully integrated, liquid-cooled solution built on AMD’s latest architectural breakthroughs: Next-Gen Compute: Powered by AMD EPYC "Venice" CPUs (Zen 6) and the AMD Instinct MI455X AI accelerators. Massive Memory: Each MI455X chip features an industry-leading 432GB of HBM4 memory , delivering an astonishing 19.6TB/s of memory bandwidth significantly higher than competing current-gen chips. Performance: The platform supports FP4 precision processing at 40 petaflops , ...

Gmail Help Me Write Now Learns Your Style and Reads Your Google Drive.

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Gmail Evolution: "Help Me Write" Now Syncs with Google Drive and Mimics Your Personal Writing Style Since its debut in 2023, Google’s "Help Me Write" has been a game-changer for Gmail users. Now, Google has unveiled a significant upgrade that transforms the AI from a simple drafting tool into a deeply integrated personal assistant capable of understanding your entire digital ecosystem. Deep Integration with Gmail and Google Drive The latest update allows "Help Me Write" to access and analyze information across both Gmail and Google Drive . This means the AI can now: Reference Contextually: It can pull data from past email threads or specific documents in your Drive to provide accurate answers (as seen highlighted in red and green in the interface). Seamless Fact-Checking: No more switching tabs to find a project deadline or an invoice number; the AI retrieves it for you as you type. Personalization: AI That Sounds Like You Beyond just gathering data, G...

Windows 11 New Touchpad Features Bring Pro-Level Scrolling to Settings.

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Windows 11 Experimental Build Adds Advanced Touchpad Customization: Precision Scrolling and More Microsoft has rolled out a new Experimental Build for Windows 11 Insider Preview , introducing highly requested features to the Touchpad settings. For the first time, users can fine-tune their navigation experience directly within the OS, reducing the reliance on third-party drivers or manufacturer-specific software. New Precision Controls in Settings The update brings several advanced options under Settings > Bluetooth & devices > Touchpad : Customizable Scroll/Zoom Speed: Users can now manually adjust the sensitivity of scrolling and zooming to match their workflow. Automatic Scrolling: A new "hands-free" mode that allows the screen to continue scrolling without needing to lift or reposition your finger. Accelerated Scrolling: This feature detects repeated flicking motions, exponentially increasing the scroll speed to help users navigate long documents or web page...

Linux Kernel 7.2 Officially Prunes Support for Non-TSC CPUs.

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End of an Era: Linux Kernel 7.2 to Drop Support for Legendary AMD K5 and Non-TSC CPUs The upcoming Linux Kernel 7.2 , currently under development, is set to prune some historic deadwood from its codebase. Developers have confirmed plans to officially retire support for several vintage i586 and i686 CPU architectures most notably the legendary AMD K5 and certain Cyrix processors. The Technical Roadblock: Missing TSC The primary reason for this phase-out is the absence of the Time Stamp Counter (TSC) register in these older chips. First introduced by Intel in the original Pentium, the TSC is a high-resolution timer used to count CPU cycles. Maintaining modern kernel code that remains compatible with processors lacking TSC has become an increasingly heavy burden for developers. By dropping these "non-TSC" legacy chips, the kernel can be further optimized for modern hardware. However, i586/i686 processors that do feature TSC, such as the classic Intel Pentium, will remain s...

Snapseed 4.0 is Here Google Pro Photo Editor Finally Hits Android and iOS with a New Look.

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Snapseed 4.0: Google Revamps the Legendary Photo Editor with Real-Time Film Styles and a New UI Google has officially released a major update for its beloved photo editing app, Snapseed 4.0 . This rollout marks a significant milestone as it arrives simultaneously on both iOS and Android , following last year’s version 3.0 update which was unexpectedly limited to iOS users. What’s New in Version 4.0? The core of this update focuses on speed and user experience. Google has introduced a completely redesigned interface , allowing users to pin and customize their most-used tools for quicker access. Key features include: Enhanced Camera Mode: A new addition of "Film Styles," enabling users to apply vintage and cinematic aesthetics directly through the in-app camera. Real-Time Effects: For the first time, users can preview filters and fine-tune effects in real-time before capturing or saving their shots. The Gold Standard of Free Editing Despite the major overhaul, Google remains...

25 Minutes to Breach Next-Gen AI is Shrinking the Cyber Attack

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Palo Alto Networks’ Unit 42 Warns: Next-Gen AI Models Can Discover Vulnerabilities in Weeks, Not Years Sam Rubin , Vice President of Unit 42 , the global threat intelligence arm of Palo Alto Networks , has released a compelling report on the rapid evolution of "Frontier AI" models and the unprecedented challenges they bring to cybersecurity . Through privileged access to restricted, high-end models including OpenAI GPT-5.5-Cyber , Anthropic Mythos , and Claude 4.7 Opus  Unit 42 has witnessed a paradigm shift in how vulnerabilities are identified and exploited. The Great Acceleration: From Years to Weeks According to Rubin, these advanced models can scan and identify vulnerabilities within highly complex codebases in an average of just three weeks . To put this in perspective, a traditional manual penetration test (Pen Test) conducted by human experts typically takes about one year for a comparable scope. The capabilities of these models extend beyond mere detection: Complex ...

[Rumor] Apple Diversifies Supply Chain with Major Intel Foundry Deal.

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Apple and Intel Ink Strategic Chip Manufacturing Deal: A Shift in the Silicon Landscape According to a recent report by The Wall Street Journal , Apple Inc. has officially formalized a manufacturing agreement with Intel Foundry . This move signals a significant shift in Apple supply chain strategy, as the tech giant seeks to diversify its chip production away from its sole reliance on TSMC (Taiwan Semiconductor Manufacturing Company) . A Multi-Year Negotiation Comes to Life While discussions are said to have been underway for over a year, sources indicate that a formal agreement was signed just a few months ago. Although Apple also reportedly held talks with Samsung , Intel appears to have secured the partnership. While both Apple and Intel representatives have declined to comment, Intel’s stock surged 13.96% following the news, reflecting strong investor confidence in this "homegrown" manufacturing alliance. The Rise of Intel Foundry and Government Support The partnership...

VPN The Hidden Challenge to the EU New Age-Verification Laws.

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EU Faces New Hurdle in Child Safety Laws: VPNs Surging as Age-Verification Workarounds Last month, the European Union (EU) announced ambitious plans to mandate age-verification applications for online services, aiming to shield minors from inappropriate content. However, this regulatory push has met a familiar digital adversary. The European Parliamentary Research Service (EPRS) recently issued a statement highlighting a significant loophole: the soaring use of VPNs (Virtual Private Networks) to bypass these checks. The Enforcement Gap While the EPRS has identified VPNs as a primary tool for evasion, they have yet to propose a formal solution. One potential strategy currently under discussion is implementing a secondary layer of age verification specifically for VPN providers a controversial approach already being pioneered in the United Kingdom . The "Proton Effect" Evidence of this trend is already clear. Proton VPN , a major industry player, reported a staggering 1,400...

Instagram New Profile Label Automatically Tags All AI Content.

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Instagram Tests New "AI Creator" Profile Label: A New Standard for Transparency? Building on its existing tools for content transparency, Instagram is taking AI disclosure to the next level. Previously, creators could only label individual posts as "Made with AI." Now, the platform is testing a new feature that allows creators to apply an "AI Creator" label directly to their profile bio. Universal Labeling for Automated Accounts Once a creator enables this profile-level label, every piece of content they post will be automatically tagged as AI-generated. This streamlined approach aims to provide clearer context for followers from the moment they land on a profile. However, as the feature is currently in the testing phase, it is only available to a limited group of users before a potential global rollout. The Creator’s Dilemma This update presents a significant strategic choice for creators. While transparency builds trust, there is a growing concern that...

NVIDIA Inks 5GW AI Deal with IREN A $2.1 Billion Bet on the Future of AI Factories.

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NVIDIA Partners with IREN to Build 5GW AI Infrastructure: A $2.1 Billion Strategic Investment NVIDIA has announced a massive infrastructure agreement with IREN , a specialized GPU cloud provider, to deploy NVIDIA’s DSX AI computing infrastructure . The deal aims to scale up to 5 gigawatts (GW) of power capacity across IREN’s global data center network, cementing both companies' positions in the rapidly expanding AI economy. The $2.1 Billion Equity Play A key highlight of this partnership is the strategic financial alignment. Under the agreement, IREN has granted NVIDIA the right to purchase up to 30 million shares of the company over the next five years at a fixed price of $70 per share . If NVIDIA exercises all options, the total investment would amount to $2.1 billion , potentially making NVIDIA a significant shareholder in one of its most important infrastructure partners. The Vision of the "AI Factory" Jensen Huang , CEO of NVIDIA, emphasized the significance of th...

Sony Q1 Revenue Hits 3.04 Trillion Yen as Sensors and Music Overpower Gaming Decline.

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Sony Reports Q1 2026 Results: Record Growth in Music and Sensors Offset Gaming Slump Sony Group has announced its financial results for the quarter ending March 2026, reporting total sales of 3.04 trillion yen , an 8% increase year-over-year. The Japanese conglomerate posted a net profit of 83.1 billion yen , driven by the exceptional performance of its entertainment and component divisions. Sensors and Music Take Center Stage While Sony is often synonymous with gaming, this quarter’s growth was spearheaded by other sectors: Imaging & Sensing Solutions: Revenue surged 28% to 524 billion yen , thanks to the rising demand for high-end smartphone camera sensors. Music Division: Reported a 21% increase in revenue, reaching 570 billion yen , fueled by the continued growth of streaming services and publishing rights. The PlayStation 5 Challenge The Game & Network Services division saw a slight decline, with revenue dipping 3% to 1.02 trillion yen . Sony sold 1.5 million PS5 un...