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Hier — 21 juillet 2026Flux principal

Google’s Frozen v2 chip aims to hardwire Gemini for far better efficiency

Par : IT News
21 juillet 2026 à 16:40
Google’s Frozen v2 chip aims to hardwire Gemini for far better efficiency
Google is reportedly developing a server chip called Frozen v2 that would embed parts of Gemini’s architecture directly into silicon. Unlike the original Frozen concept, which would have locked Gemini’s weights into the chip, this version would keep the weights updateable while hardwiring the architecture instead. That approach is meant to preserve usefulness across future Gemini releases, as long as Google keeps the same underlying design.

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Windows 11 KB5101684 adds voice isolation, external fingerprint support, and polish

Par : IT News
21 juillet 2026 à 11:41
Windows 11 KB5101684 adds voice isolation, external fingerprint support, and polish
Microsoft is rolling out Windows 11 build 26200.8942/26100.8942 as KB5101684 in the Release Preview channel ahead of the August 2026 security update. The preview covers Windows 11 24H2 and 25H2 and is being phased in rather than delivered to everyone at once. Alongside a long list of fixes, Microsoft is focusing on quality-of-life improvements rather than major platform changes.

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AMD's Ryzen 7 7700X3D looks like a steal at $279, but you'll still end up paying more for less power — what gives?

I was away from my desk dealing with disastrous flooding for the past two weeks, and during that time, a lot happened in the world of AMD processors.

The Ryzen 7 7700X3D desktop gaming CPU that the company announced at Computex 2026 finally went live on July 16 with an introductory $329 price. Just a couple of days later, the price dropped to $279.99 with a promo code at exclusive retailer Newegg.

Reviews for the Ryzen 7 7700X3D are positive enough that it makes the new chip a reasonable alternative to the Ryzen 7 7800X3D, which I'm seeing for as low as $361.99 at Newegg.

That's essentially $100 less for a clocked-down 7800X3D with the same 96MB of 3D V-Cache, the same eight Zen 4 cores, and the same 120W TDP. Not bad at all if you're only looking at the CPU.

Unfortunately, the numbers that matter most aren't on the CPU's page, and it goes to show that no matter how good a deal a new CPU is, memory prices continue to crush PC builds.

What did DDR5 RAM prices look like when the 7800X3D launched?

PC components compatible with the AMD Ryzen 7 7800X3D

AMD's Ryzen 7 7800X3D remains a top gaming CPU in 2026. (Image credit: Ben Wilson | Windows Central)

AMD's Ryzen 7 7800X3D launched in April 2023 with an MSRP of $449. As a gaming CPU, it was best paired with at least 16GB of RAM, better yet if you could get hold of 32GB or 64GB.

In 2023, DDR5 RAM was experiencing a supply glut, forcing prices down as manufacturers attempted to offload stock. Believe it or not, you could find DDR5-6000 kits with two 16GB sticks for anywhere between $80 and $130. I know; it's hard to believe, and it feels like the ongoing RAM crisis has been underway for a lot longer than that.

Using the top $130 end of that memory range and adding $200 for a motherboard, the cost just a couple years ago for the trio came out to about $780.

Take the $279.99 Ryzen 7 7700X3D CPU, add a conservative $400 for 32GB of DDR5-6000 RAM, and toss in a $200 motherboard, and you're looking at about $900. With memory prices so volatile these days, that number could easily climb to $1,000 or more, especially once Newegg's promotion expires.

Use promo code "PKC337" to get the full Ryzen 7 7700X3D discount at Newegg.View Deal

What everyone is getting wrong about the Ryzen 7 7700X3D

AMD Ryzen 7 7800X3D contacts

That's a 7800X3D flipped over, but would you be able to tell the difference? (Image credit: Ben Wilson | Windows Central)

The Ryzen 7 7700X3D, as a drop-in upgrade to an existing AM5 system with something like a Ryzen 5 7600, remains a great deal. That's assuming you already have a compatible motherboard with compatible DDR5 RAM.

But the part I think a lot of people are missing is that the Ryzen 7 7700X3D as the foundation of an entirely new build is still a terrible value. The number that should influence your next build has to do with memory, no matter what sort of discount is being offered on a CPU.

I appreciate AMD's expanding X3D selection considering they're the chips that almost every PC gamer wants in their build, but AMD could launch five other alternatives and still arrive at the same result: a situation where CPU sales suffer because supporting components are way too expensive.

This is simply a reminder that there's a lot more going on behind the scenes than just sticker prices, no matter how attractive they appear. You might be swayed to grab the newest CPU because it's admittedly a great price, but don't forget to pay attention to the variables that really matter when building PCs in 2026.

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AMD’s Helios bets big on open AI racks to challenge Nvidia

Par : IT News
21 juillet 2026 à 00:29
AMD’s Helios bets big on open AI racks to challenge Nvidia
AMD’s Helios is the company’s first rack-scale AI system, built to challenge Nvidia’s dominant Vera Rubin and Grace Blackwell platforms. The system combines 72 GPUs and 18 CPUs per rack, uses liquid cooling, and is designed to compete on performance, efficiency, customization, and total cost of ownership. Early customers including Microsoft, Meta, OpenAI, and Oracle have already committed to deployments.

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Microsoft adopts AMD Helios on Azure as Anthropic tests AMD chips

Par : IT News
20 juillet 2026 à 20:25
Microsoft adopts AMD Helios on Azure as Anthropic tests AMD chips
Microsoft will deploy AMD's Helios rack-scale AI platform on Azure beginning in the second half of 2026 to run large AI models for its own use, customers, and Azure AI services. Helios combines AMD GPUs, CPUs, networking chips, and software as a full-system alternative to Nvidia's dominant rack-scale offerings. AMD CEO Lisa Su called the expanded deal a major milestone, while Microsoft CEO Satya Nadella stressed that customers need more choices in AI infrastructure.

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Japan builds world’s first national AI factory for robotics using Nvidia Rubin GPUs

Par : IT News
20 juillet 2026 à 19:15
Japan builds world's first national AI factory for robotics using Nvidia Rubin GPUs
Japan is establishing a state-funded AI factory to serve as the primary compute infrastructure for the national FRONTia program. The facility will utilize 382 Vera Rubin NVL72 racks, integrating 27,500 Nvidia Rubin GPUs and 13,750 Vera CPUs. This massive deployment is designed to draw 140 megawatts of power, placing it among the largest single-site AI training clusters globally.

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Microsoft to scale AMD Helios AI racks on Azure with MI455X and EPYC Venice

Par : IT News
20 juillet 2026 à 18:18
Microsoft to scale AMD Helios AI racks on Azure with MI455X and EPYC Venice
Microsoft will deploy AMD’s Helios rack-scale AI platform at scale on Azure to handle frontier-model inference for its own services, Azure AI offerings, and customer workloads. Helios integrates 72 Instinct MI455X GPUs providing 31.1 TB of HBM4 memory, up to 1.4 exaFLOPS of FP8 and 2.9 exaFLOPS of FP4 compute, plus 260 TB/s scale-up and 43 TB/s scale-out bandwidth via UALink over Ethernet. The open rack-scale design also incorporates sixth-generation EPYC “Venice” CPUs, Pensando DPUs, and ROCm software for large-scale training and inference.

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À partir d’avant-hierFlux principal

Samsung's new GAIA PC chip challenges Microsoft's Copilot+ program — and why I can only see that as a positive for the AI PC industry

NVIDIA's bombshell RTX Spark announcement at Computex 2026 gave us a glimpse at new competition for Intel, AMD, and Qualcomm silicon in Windows PCs, and now Samsung is reportedly getting in on the fun with its own custom silicon designed for AI PCs.

This is the first PC-centric silicon that I can recall Samsung producing since its 2012 Exynos 5 Dual, which was created for Chromebooks. GAIA is reportedly being designed by Samsung's System LSI business unit, so I'm not expecting it to be a simple experiment.

Before getting too excited, it's well worth pointing out that the new silicon, which Samsung is calling GAIA, isn't a full System-on-Chip (SoC) in the general sense. Rather than incorporating a CPU and GPU, Samsung GAIA is a companion Neural Processing Unit (NPU) that can be added to other hardware to offload AI tasks.

As first reported by Chosun (via Tom's Hardware), GAIA is expected to use a 4nm process "that places computational functions close to memory." Samsung is also believed to be working on processing-in-memory (PIM) functions with specialized DRAM "capable of processing stored information."

The new standalone GAIA NPU is already making appearances outside the lab, with Lenovo China and HP USA receiving samples for testing.

It's not a comeback, but it could be the end of Copilot+

Copilot+ logo

(Image credit: Windows Central)

I'm seeing some news reports of the Samsung GAIA chip as a sort of comeback story after more than a decade of silence from Samsung's PC silicon department. However, that's not quite the case.

GAIA appears to be a bolt-on addition for silicon that otherwise lacks an NPU, enabling language models, translation, image generation, and much more without reaching out to the AI cloud.

Rather than asking Lenovo and HP to build new hardware around the chip, which we saw with NVIDIA's RTX Spark, Samsung seems to be going after blind spots in the AI PC race, allowing PC makers to add an NPU to an otherwise lacking CPU/GPU combination.

Surface Laptop Ultra running Premiere Pro

The Surface Laptop Ultra is a completely new device featuring NVIDIA's RTX Spark SoC. (Image credit: Windows Central / Zac Bowden)

I view a new specialized NPU that can be added to a CPU/GPU combination as opening up a lot of possibilities for PC and silicon manufacturers.

Microsoft's Copilot+ PC certification program was built on the assumption that local AI has to live inside the main SoC. Chips like Snapdragon X/X2, Intel Core Ultra, and AMD Ryzen AI have all followed the requirement with an NPU capable of at least 40 TOPS baked into the design.

But even Microsoft hasn't exactly committed fully to this integrated approach. In June, it was reported that Microsoft is testing Copilot+ AI workloads on discrete GPUs. If this approach pans out, it could be the end of the Copilot+ PC program as we know it now. No NPU? No problem ... just as long as you have a discrete GPU to handle the AI workloads.

Samsung's GAIA, if it actually works out as intended, would functionally be another reason to scrap the rather strict Copilot+ certifications and instead focus on raw AI power, no matter where it comes from.

Many questions about Samsung GAIA remain unanswered

Samsung's GAIA silicon isn't official. There's no information about TOPS, power draw, or pricing. Microsoft hasn't publicly talked about it because there's really nothing yet to discuss.

Microsoft's Copilot+ 40 TOPS minimum threshold was set years ago for integrated NPUs as a way to measure the chip's entire throughput. Whether or not a GAIA chip working alongside an Intel or AMD CPU would be measured the same way remains to be seen.

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Microsoft ships KB5121767 to fix Intel IPF issues on Dell PCs

Par : IT News
19 juillet 2026 à 21:38
Microsoft ships KB5121767 to fix Intel IPF issues on Dell PCs
Microsoft released out-of-band update KB5121767 (OS build 26200.8894) for Windows 11 to resolve compatibility problems with the Intel Innovation Platform Framework driver on a limited set of Dell systems. The Intel IPF driver bundle includes Dynamic Tuning Technology for thermal and power management plus Context Sensing Technology for presence-based features such as Wake on Approach. Recent cumulative updates including the July 2026 security release KB5101650 triggered performance changes, unexpected shutdowns, overheating, elevated power use, and battery drain on the affected hardware, prompting Microsoft to apply a temporary safeguard hold.

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Microsoft halts Windows 11 Secure Boot updates amid unfixable firmware issues

Par : IT News
19 juillet 2026 à 21:38
Microsoft halts Windows 11 Secure Boot updates amid unfixable firmware issues
Microsoft has temporarily paused Secure Boot certificate updates for Windows 11 on affected devices after the new 2023 certificates failed to install reliably on many systems. The update replaces expired 2011 certificates that underpin Secure Boot, a UEFI feature that verifies only trusted software loads before the OS starts. Failures stem mainly from outdated or faulty UEFI firmware on older PCs that no longer receive OEM updates, leaving Microsoft unable to supply a universal fix.

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Nvidia publishes first N1X GPU drivers for Windows 11 Arm RTX Spark PCs

Par : IT News
18 juillet 2026 à 17:02
Nvidia publishes first N1X GPU drivers for Windows 11 Arm RTX Spark PCs
Nvidia has begun releasing Windows 11 Arm64 GPU drivers for its N1X processor used in upcoming RTX Spark systems, with the initial version 616.00 package optimized specifically for the Surface RTX Dev Box rather than general consumer hardware. The native Arm64 installer includes the nv_surface_woa.inf file that defines supported devices, listing two RTX Spark N1X GPU variants based on Blackwell architecture with 6144 and 5120 CUDA cores plus an unidentified desktop device entry. The same package also registers NVIDIA NPU components via Deep Learning Accelerator device IDs, confirming integrated AI acceleration support in the platform.

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Microsoft and OEMs clarify Secure Boot certificate updates ahead of 2026 deadline

Par : IT News
18 juillet 2026 à 12:16
Microsoft and OEMs clarify Secure Boot certificate updates ahead of 2026 deadline
Microsoft and major hardware manufacturers recently held a technical session to address challenges regarding the transition from 2011 to 2023 Secure Boot certificates. Engineers confirmed that while some certificates have already expired, the final compliance deadline is October 19, 2026, after which unpatched devices may face boot failures. Administrators were assured that eligible devices, including those currently offline or in storage, will remain capable of receiving the new certificate chain indefinitely via Windows Update or manual firmware packages.

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Internal Dell document warns against force-installing problematic Windows update

Par : IT News
18 juillet 2026 à 12:16
Internal Dell document warns against force-installing problematic Windows update
Microsoft has halted the deployment of the July 2026 mandatory security update, KB5101650, for specific Dell computer models. The pause stems from a compatibility conflict between a new Windows USB-C Connection Manager interface and Intel Innovation Platform Framework (IPF) drivers. Affected devices include various Dell XPS, Precision, and Pro Max models that rely on these drivers for power management and thermal regulation.

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This Surface is the only laptop that supports Windows 11's best new feature

Microsoft's Surface Laptop 8 launched this summer, sporting new Snapdragon X2 chips. The flagship laptops promise a premium experience, better battery life than the previous generation, and improved graphics performance.

The bump in performance is expected considering the Surface Laptop 8 has a brand-new chip inside, so a different improvement is more noteworthy. The Surface Laptop 8 is one of the only devices to support Windows 11's new advanced haptics feature. It's the only laptop to support the feature.

Shop all Best Buy Surface deals

Advanced haptics sends a subtle bump through a touchpad, mouse, or stylus to let you feel Windows 11. For example, rearranging windows on your screen through Snap Layouts gives a clear indication of when you've hovered over a different layout.

Our Senior Editor Zac Bowden said "Windows 11's new 'Haptic Signals' feature is a quality of life upgrade [he] didn't realize the OS needed until [he] tried it." Now, you can experience the same thing since the Surface Laptop 8 is available for purchase.

CPU: Snapdragon X2 Plus
GPU: Qualcomm Adreno
RAM: 16GB
SSD: 512GB

The Surface Laptop 8 introduces Microsoft's new Dune colorway, giving a warm aesthetic to an otherwise unassuming PC.

👉 See at BestBuy.comView Deal

CPU: Snapdragon X2 Elite
GPU: Qualcomm Adreno
RAM: 16GB
SSD: 512GB

This Surface Laptop 8 runs on the Snapdragon X2 Elite, which lets it tackle tasks all day without running out of battery life.

👉 See at BestBuy.comView Deal

Why should I care about advanced haptics?

A hand wearing a black ring rests on the touchpad of a Surface Laptop for Business 8th Edition. The laptop keyboard is visible, highlighting the Shift, Ctrl, and Alt keys.

The haptic touchpad of the Surface Laptop 8 sends subtle vibrations when you perform certain actions, such as moving a file within File Explorer. (Image credit: Daniel Rubino)

As a quick point of clarity, the Surface Laptop 8 with Snapdragon X2 is what recently became available. Microsoft launched the Surface Laptop 8 for Business earlier this year. The business model runs on an Intel processor and comes with features you likely do not need as a general user.

Both the consumer and business versions of the Surface Laptop 8 support advanced haptics, but I recommend the consumer model to most people.

Advanced haptics is one of those small touches that makes Windows 11 feel polished. I appreciate UI changes and other Windows 11 improvements, but I'm more interested in features like advanced haptics because it changes the hands-on experience with a PC — quite literally.

"The new advanced haptic touchpad is a joy to use. It provides subtle tactile cues that confirm your actions," said our Editor-in-Chief Daniel Rubino in our Surface Laptop 8 review.

Our friends at Tom's Guide came away similarly impressed when reviewing the Surface Laptop 8:

"I’m also fond of the touchpad, which delivers satisfying haptic feedback when pressed. With some apps, you will even feel haptics when hovering over the X button on a window, which is quite fun and intuitive."

Right now, Windows 11 is the main way that you'll experience advanced haptics. But there's an API for the feature, so third-party developers can leverage it. Filmora, Affinity, and other third-party apps either already support the feature or will soon.

The only other way to use Windows 11's advanced haptics feature is to have a Logitech MX Master 4 or a supported stylus like the Surface Slim Pen 2. Over time, more devices should support the feature, but the Surface Laptop 8 beat everything else to the punch.

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This 16" laptop with an Intel Ultra Core 7 processor and vibrant 2K display is on sale just in time to help you crush homework and summer exams

Best Buy is hosting a Back to School sale, giving major discounts on various gadgets and gizmos to help aspiring students get through their summer semester.

One of the more lucrative products on offer through this event is the fast-performing, long-lasting Samsung Galaxy Book6 laptop, which is currently having its steep $1,449.99 listing price cut down to $899.99 at Best Buy.


"I’ve been using the Samsung Book 6 for a while now and honestly it’s been solid. It’s lightweight, looks premium, and the battery easily gets me through most of the day. Performance is smooth for studying, browsing, videos, and everyday work." ~ VALENTIN, customer review

4.8 out of 5 Stars (based on 40 Best Buy customer reviews)View Deal

Why buy the Samsung Galaxy Book6?

16-inch laptop with IPS LED touchscreen displaying colorful graphics, featuring Intel Core Ultra 7, 16GB memory, and 512GB storage.

Major spec highlights of the Samsung Galaxy Book6 laptop. (Image credit: Samsung)

Samsung produces some of the best laptops in the business, boasting gorgeous screens and solid hardware that can tackle any workloads thrown at them, and the Samsung Galaxy Book6 is no exception.

It can handle running multiple browser tabs; it can launch and run heavy-duty programs like Adobe Photoshop or multiple lightweight programs from Microsoft Office, and multitask these activities and more without a hint of slowdown thanks to its solid Intel Core Ultra 7 processor, 16GB of RAM, and 512GB SSD storage unit.

It also features a 16-inch 2K LED touchscreen that displays images with bright, vibrant colors and rich details for viewing documents and videos with clear HD definition while allowing you to tap and swipe app windows in an instant compared to using a mouse.

Other notable features of the Samsung Galaxy Book6 include a slim, lightweight design that's also sturdy enough to withstand some punishiment, a plethora of USB, HDMI and microSD ports, a long battery life up to 24 hours, Copilot+ integration for AI tasks, and the ability to wirelessly connect your phone via Galaxy Book6 Touch so you can respond to phone calls and text messages directly from your PC while turning it into a monitor so you can multitask more easily.

So, if you're looking for a premium-grade laptop to help you survive school exams for the next several years, Best Buy's 38% discount for the Samsung Galaxy Book6 laptop could be your golden ticket to acing tests with A+ scores.

FAQ

How long will Best Buy's Back to School Sale last?

Best Buy's Back to School sale will last from mid-July to early September.

Is its RAM and storage upgradeable?

The Samsung Galaxy Book6's RAM is soldered into the motherboard, so it can't be replaced with a different one. You can, however, upgrade its storage capacity by fitting an SSD into its second M.2 slot.

Is it good for gaming?

Due to its Integrated graphics card for productivity rather than gaming, the Samsung Galaxy Book6 can't handle playing mid to high-end PC games compared to its Samsung Galaxy Book6 Ultra counterpart.

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OpenAI debuts Codex Micro hardware to manage AI coding agents

Par : IT News
16 juillet 2026 à 19:20
OpenAI debuts Codex Micro hardware to manage AI coding agents
OpenAI has launched its first physical hardware product, the Codex Micro, a specialized macropad designed to control AI-driven coding workflows. Developed in partnership with boutique manufacturer Work Louder, the $230 device is a modified version of the existing Creator Micro 2 platform. It features 13 low-profile mechanical keys, a rotary dial, and a joystick housed within a CNC-machined aluminum and polycarbonate body.

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AMDGPU driver regression causes severe performance drops on Linux

Par : IT News
16 juillet 2026 à 19:20
AMDGPU driver regression causes severe performance drops on Linux
A regression in the open-source AMDGPU driver is causing significant performance degradation across several major Linux distributions, including Ubuntu, Fedora, and Arch. The issue stems from a bug in the Linux 7.0 kernel series that mismanages GPU power profiles and clock settings. This flaw can allow GPU core frequencies to exceed manufacturer limits, triggering the kernel to throttle the device to prevent damage.

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IBM launches Power11 edge server and AI agents for autonomous systems management

Par : IT News
15 juillet 2026 à 21:39
IBM launches Power11 edge server and AI agents for autonomous systems management
IBM has introduced the Power S1112, a compact one-socket server designed for edge computing and distributed environments. Built on the Power11 architecture, the entry-level system features on-chip Matrix Math Acceleration to support local AI inference and analytics. The hardware is available in rack or tower configurations and allows administrators to run Linux or AIX partitions alongside traditional IBM i environments.

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OpenAI’s new AI companion device

Par : IT News
15 juillet 2026 à 17:34
OpenAI's new AI companion device
OpenAI is developing a screenless, mobile smart speaker designed to function as a human-like AI companion for the home. The device features mechanical elements that allow it to move autonomously, creating a more lifelike presence than traditional smart speakers. It utilizes integrated cameras and sensors to maintain contextual awareness of its surroundings and the user's activities.

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