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Hier — 15 juillet 2026Flux principal

Apple evaluates PrismML technology to run 27B parameter AI models on iPhone

Par : IT News
15 juillet 2026 à 16:17
Apple evaluates PrismML technology to run 27B parameter AI models on iPhone
Apple is exploring a partnership with PrismML, a Caltech spinout, to integrate extreme model-compression technology into future iPhone hardware. The startup utilizes ultra-low-bit weight architectures, such as 1-bit and ternary representations, to drastically reduce the memory footprint of large language models. This mathematical approach allows a 27-billion-parameter model like Alibaba’s Qwen 3.6 to shrink from 54 GB to under 4 GB, making it compatible with the 8 GB of RAM found in current Pro-tier iPhones.

Source

Nvidia expands into the server CPU market with its new Vera platform

Par : IT News
15 juillet 2026 à 16:17
Nvidia expands into the server CPU market with its new Vera platform
Nvidia is transitioning from a GPU manufacturer to a comprehensive AI infrastructure provider by launching the Vera CPU platform. This new processor is specifically engineered to handle agentic AI systems and intensive data center workloads. By moving beyond graphics accelerators, the company aims to capture a larger share of the traditional server market currently held by x86 competitors.

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Microsoft revokes legacy UEFI shims to prevent Secure Boot bypasses

Par : IT News
15 juillet 2026 à 16:17
Microsoft revokes legacy UEFI shims to prevent Secure Boot bypasses
Microsoft has revoked 11 legacy, Microsoft-signed UEFI shim bootloaders that allowed attackers to bypass Secure Boot protections. These outdated binaries, primarily version 0.9 and earlier, remained trusted by the "Microsoft Corporation UEFI CA 2011" certificate despite containing long-known vulnerabilities. By utilizing a "Bring Your Own Vulnerable Bootloader" (BYOVB) attack, threat actors could execute unauthorized code during the early boot phase before the operating system initializes.

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Nokia and Nvidia partner to launch AI-native radio access networks

Par : IT News
15 juillet 2026 à 16:17
Nokia and Nvidia partner to launch AI-native radio access networks
Nokia and Nvidia have announced a commercial AI-native radio access network (AI-RAN) platform designed to significantly increase data transmission capacity. The solution integrates Nokia’s AirScale base-station architecture with Nvidia’s accelerated computing silicon and CUDA-based AI libraries. This partnership aims to transform traditional wireless networks into software-defined environments capable of processing data closer to the end user.

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Debian ends native 32-bit x86 support with final Bookworm point release

Par : IT News
15 juillet 2026 à 15:49
Debian ends native 32-bit x86 support with final Bookworm point release
The release of Debian 12.15 marks the final point update for the "Bookworm" series as it transitions to long-term support. This milestone signifies the end of mainstream support for the native 32-bit x86 (i386) architecture within the Debian ecosystem. While Debian 12 will receive security maintenance until mid-2028, no further point releases are planned for this version.

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Microsoft's Snapdragon X2 Surface Laptop 8 and Pro 12 for Business are now available

The most exciting new Surface features in years are now available on a PC with a Snapdragon X processor. The Surface Laptop 8 for Business can now be purchased with a Snapdragon X2 Plus or Snapdragon X2 Elite.

For those who prefer a 2-in-1 over a traditional laptop, the Surface Pro 12 for Business (13-inch) is also available with a Snapdragon X2 chip. Like its clamshell sibling, the Surface Pro for Business also had an Intel model launch earlier this year.

The official names of the new PCs are "Surface Pro for Business 12th Edition" and "Surface Laptop for Business 8th Edition" but I've referred to them as the Surface Pro 12 for Business and Surface Laptop 8 for Business in this piece for ease of reading.

The standout feature of this year's Surface lineup is the privacy screen seen in the Surface Laptop 8 for Business. That display can be set to obscure content on your screen when people try to view it at an angle. It's similar to Samsung's screen on the Galaxy S26 Ultra.

The built-in privacy screen of the Surface Laptop 8 for Business combats creeping eyes from all angles, as opposed to third-party privacy screen protectors that only work from the sides.

The Intel version of the Surface Laptop 8 for Business launched earlier this year and received high marks from our Editor-in-Chief. The vast majority of what makes that laptop great extends to the Surface Laptop 8 for Business with Snapdragon X2, which are now available to order.

Demonstration of Surface Laptop for Business 8th Edition's privacy screen engaged, making the slightly tilted laptop's display difficult to read due to being so dim.

The Surface Laptop 8 for Business is the only version with the built-in privacy screen. (Image credit: Daniel Rubino)

The haptic trackpad of the Surface Laptop 8 for Business is also a key addition. Thanks to a recent update to Windows 11, you can now feel the operating system and supported apps as you interact with them. Haptic buzzes occur when you drag files in File Explorer or perform certain actions.

The Surface Laptop 8 for Business is one of few devices to support the new haptic experience.

The new Surface Pro 12 for Business is largely a spec bump when compared to its predecessor. The Snapdragon X2 chip inside delivers better graphics performance than the first-gen Snapdragon X.

The Surface Pro has matured over more than a decade of refinement, so it's hard to complain about Microsoft sticking with what works.

What's special about Surface for Business PCs?

When Microsoft first introduced Snapdragon X chips to its Surface hardware, a split was formed that saw Intel on business PCs and Snapdragon X on consumer hardware. That's no longer the case, since you can order Snapdragon X processors in consumer or business PCs.

Notably, there are no new Intel-powered Surface PCs for consumers in 2026.

There are several differences between the consumer and business models of the latest Surface devices. Here are the features seen only on the business side:

  • Pre-installed Windows 11 Pro or Enterprise
  • Integrated Privacy Screen option
  • Advanced Exchange Warranty service
  • Device Firmware Configuration Interface (DFCI) cloud management
  • Windows Autopilot tenant pre-registration
  • Access to the cloud-based Surface Management Portal
  • Native corporate domain onboarding pathways during initial setup
  • Intel models available

Most of the features seen in the Surface for Business PCs are options general consumers would never use. The exception being the privacy screen that I wish was available on consumer versions of the Surface Laptop.

One key difference between the Snapdragon X2-powered Surface Pro 12 for Business and its Intel counterpart is that you can only get 5G connectivity with the Intel model.

Anyone can purchase a Surface for Business device. You don't need to own a business or have some sort of special account. But again, you're likely paying for unneeded features compared to the consumer Surface PCs unless you really need a privacy screen.

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Apple is reportedly using a trade secret lawsuit to reveal OpenAI’s hardware secrets

Par : IT News
15 juillet 2026 à 12:19
Apple is reportedly using a trade secret lawsuit to reveal OpenAI's hardware secrets
Apple’s federal lawsuit against OpenAI is strategically designed to gain visibility into the startup’s secretive hardware development through the legal discovery process. Legal experts suggest that Apple lacks direct evidence of how its stolen trade secrets are being utilized behind OpenAI's closed doors. By initiating litigation, Apple can legally compel the disclosure of internal documents and engineering plans that would otherwise remain confidential.

Source

Vulnerable UEFI shims allow decade-long bypass of Microsoft Secure Boot

Par : IT News
15 juillet 2026 à 12:19
Vulnerable UEFI shims allow decade-long bypass of Microsoft Secure Boot
ESET researchers have identified 11 vulnerable UEFI shim bootloaders that allow attackers to bypass Secure Boot on nearly any UEFI-based system. These shims, some dating back to 2013, remained signed by Microsoft despite containing critical flaws or authorizing vulnerable secondary components. Because these binaries were never revoked, attackers can use them to execute untrusted code and deploy persistent bootkits like BlackLotus or BootKitty.

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OpenAI develops screenless smart speaker as its first AI hardware device

Par : IT News
15 juillet 2026 à 12:19
OpenAI develops screenless smart speaker as its first AI hardware device
OpenAI is developing its first consumer hardware product, a portable smart speaker designed to function as a human-like AI companion. The screenless device will utilize ChatGPT and GPT-Live models to provide personalized assistance, media playback, and smart home control. Internal descriptions suggest the product is a new category of computer built specifically for AI, featuring a camera and sensors to maintain contextual awareness of its surroundings.

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Apple lawsuit against OpenAI marks shift to talent as the primary AI moat

Par : IT News
15 juillet 2026 à 12:19
Apple lawsuit against OpenAI marks shift to talent as the primary AI moat
Apple has filed a federal lawsuit against OpenAI and several former employees, alleging a systematic campaign to steal trade secrets for unreleased hardware products. The complaint claims OpenAI recruited over 400 former Apple staff and encouraged candidates to bring physical components to "show and tell" interview sessions. This legal battle highlights a shift in the industry where competitive advantage is moving from raw compute access toward proprietary institutional knowledge and human expertise.

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Microsoft releases Snapdragon X2 Surface for Business with enhanced AI performance

Par : IT News
15 juillet 2026 à 11:51
Microsoft releases Snapdragon X2 Surface for Business with enhanced AI performance
Microsoft has launched the commercial editions of the Surface Pro 13 and Surface Laptop 8, featuring Qualcomm’s Snapdragon X2 processors. These business-specific models ship with Windows 11 Pro and are designed for enterprise procurement channels and volume licensing. Administrators can manage these endpoints using standard commercial tools while benefiting from integrated security features like hardware-based privacy screens on select laptop models.

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Enterprises adopt AI PCs to escape the cloud token trap

Par : IT News
15 juillet 2026 à 11:51
Enterprises adopt AI PCs to escape the cloud token trap
Organizations are increasingly viewing AI-enabled PCs as a strategic tool to mitigate the unpredictable and soaring costs of cloud-based generative AI. While early adoption was slow, the rise of "tokenomics" has forced businesses to scrutinize expensive API bills where every prompt adds to a recurring operational expense. This shift marks a transition from a perpetual rental model to a capital investment in edge hardware that runs workloads locally for the cost of electricity.

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Microsoft halts Windows 11 updates for Dell PCs due to driver conflicts

Par : IT News
15 juillet 2026 à 11:51
Microsoft halts Windows 11 updates for Dell PCs due to driver conflicts
Microsoft has implemented a compatibility hold on the July 2026 Patch Tuesday update, KB5101650, for specific Dell computers. This decision follows reports of severe stability issues, including unexpected system shutdowns and significant performance degradation. The problem is currently limited to Intel-based Dell devices running Windows 11 versions 24H2 and 25H2.

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This capable mini-PC for both work and 1080p gaming with increasingly expensive RAM and storage is now on sale just for today [EXPIRED]

This RAMpocalypse is getting worse by the day, making vital components for PCs like SSD units for storage and RAM chips for boosting performance cost hundreds of dollars by themselves.

During such a crisis, it's easier to find essential parts built into pre-made desktops. One such example is the Geekom A7 Max AI Mini-PC, a compact form-factor desktop built for crushing heavy workloads while being capable of light to mid-level gaming thanks to its 1TB SSD and 16GB of RAM.

Fortunately for workers and gamers alike, the Geekom A7 Max AI Mini-PC is now on a limited-time 29% discount for $594.00 at Best Buy (which is nearly half the price of a Steam Machine) just for today.


"The quality of Geekom’s build quality is exceptional, and right from the box the largely metal construction of the A7 Max is a delight." ~ Mark Pickavance, Writer at TechRadar

TechRadar Review: ⭐⭐⭐½View Deal

Why buy the the Geekom A7 MAX AI Mini-PC over the Steam Machine?

A sleek, compact Geekom mini PC with a silver finish sits on a green cutting mat. It features USB ports and a power button, conveying a modern tech vibe.

The Geekom A7 Max AI mini-PC on display. (Image credit: Tech Radar (Mark Pickavance) | Geekom)

The Geekom A7 MAX AI Mini-PC is a handy desktop for work and 1080p gaming on the side. It's equipped with an AMD Ryzen 9 7940HS CPU, an AMD Radeon 780M GPU, 16GB of RAM, and a 1TB SSD (the latter two of which can be upgraded to 64GB RAM and a 2TB SSD, respectively).

With these specs, the Geekom A7 MAX Mini-PC will suffer little to no lag performing productivity duties like typing or opening internet browser tabs while being capable of running light indie games at 60fps and even some AAA games at 1080p resolutions/30fps (with FSR enabled) at medium settings.

Another notable feature of this mini-PC is its large number of USB and HDMI ports, which allow it to connect to four monitors simultaneously, making it incredibly useful for those who want to open multiple programs at once without having to juggle their positioning on a single screen.

So, if you want a compact-sized, desk-space-saving mini-PC to play light games like Minecraft or indie games like Mina the Hollower on the side while tackling never-ending paperwork at the office, the Geekom A7 MAX that's now $594.00 at Best Buy could be your next best workplace buddy.

Just be aware that this deal is only available until July 15, 2026, so think fast if you want to get it.

FAQ

Can it be upgraded?

Yes. The Geekom A7 MAX AI Mini-PC's RAM can be upgraded up to 64GB via two SODIMM slots supporting dual DDR5 RAM and its storage space can be upgraded to 2TB max via inserting SSDs into its M.2 2280 PCIe Gen 4 SSD slot.

Is it good for productivity?

Indeed it is, the Geekom A7 MAX AI Mini-PC was primarily designed as productivity desktop that chew through heavy office workloads like typing reports, creating spreadsheets, editing videos, researching information on the internet.

How many ports does it have?

The Geekom A7 Max AI Mini-PC features 15 ports which includes two USB4 and two HDMI ports so it can support multiple monitors at once, two ethernet ports, six USB-A ports for accessories, an SD carder and a 3.5mm headset audio jack.

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À partir d’avant-hierFlux principal

Apple accelerates silicon roadmap to prioritize on-device AI performance

Par : IT News
14 juillet 2026 à 14:34
Apple accelerates silicon roadmap to prioritize on-device AI performance
Apple is restructuring its silicon roadmap to prioritize artificial intelligence, reportedly skipping planned M6 Pro and Max variants to fast-track the M7 generation. While a base M6 chip is expected for entry-level Macs in late 2026, the company is shifting resources toward an AI-optimized M7 family slated for 2027. This strategic pivot aims to transform the Mac into a powerhouse for local AI inference, reducing the need for cloud-based processing.

Source

Your Snapdragon X PC just took a step toward becoming a true gaming laptop

Qualcomm continues to flirt with gaming on its Snapdragon X processors. The latest update to Snapdragon Control Panel redesigns game library navigation, improves the software update experience, and helps you get the latest Hexagon NPU drivers.

The overall gaming experience on Snapdragon X PCs will be better following the update, though you won't see a graphics boost.

Snapdragon Control Panel is a piece of software that helps you optimize your gaming experience on PCs powered by Snapdragon X chips.

A bump to version 2026.2.0 brings several notable improvements. Qualcomm shared the change log for the latest Snapdragon Control Panel update on Reddit.

What’s new in Snapdragon Control Panel 2026.2.0.0

✨ User interface improvements

  • Redesigned Game Library navigation to be more consistent and intuitive, including clearer favorites add/remove behavior.
  • Redesigned the Software Update page with a consistent experience for Snapdragon Control Panel, Adreno GPU drivers, and Hexagon NPU drivers.
  • Improved update status feedback so users can more easily understand available updates and current installation state.
  • Removed the top-level back button to simplify navigation.
  • Expanded the clickable areas for items in the Help dialog.
  • Added support for saving and restoring the navigation sidebar state.

🧠 Hexagon NPU driver updates

  • Get access to the latest Hexagon NPU driver releases directly from Snapdragon Control Panel.

🎮 One-Click Game Optimization robustness improvements

  • Improved the reliability of One-Click Game Optimization workflows, including optimization, revert, and refresh behavior.
  • Note: One-Click Game Optimization is currently supported only on first generation Snapdragon® X Series devices.

🛠️ General improvements and bug fixes

  • Includes additional reliability, usability, and maintenance fixes across Snapdragon Control Panel.

Gaming on Snapdragon X PCs is in an interesting spot in 2026. It's very clear that Qualcomm aims for its Snapdragon X chips to power gaming PCs eventually, but most mentions of gaming on the processors feel reserved.

When Qualcomm announced the Snapdragon X2 Elite Extreme and Snapdragon X2 Elite last year, the company failed to mention gaming once. But when laptops with those chips launched, gaming capabilities were highlighted.

"Best Commuter Laptop: extreme performance for multitasking, gaming, and creation," reads the ASUS listing for the Zenbook A16 (emphasis added).

Just two months after unveiling the Snapdragon X2 Elite Extreme and Snapdragon X2 Elite, Qualcomm announced Snapdragon Control Panel. That program lets users optimize game settings and update game drivers.

Meanwhile, other companies have been working to improve gaming on Snapdragon X PCs. Logitech G HUB gained support for Windows on Snapdragon earlier this year.

YouTuber "Ghobso Gaming" tested over 200 games on the Surface Pro 11 with a Snapdragon X Plus, and many titles performed well. They have since run tests on laptops with the Snapdragon X2 Elite. I'll follow up with them and do another piece on that soon.

Our Ben Wilson played some games on the Zenbook A16 with a Snapdragon X2 Elite Extreme as well. Overall, gaming on Snapdragon X PCs is better than ever.

At some point, Qualcomm may fully embrace the gaming capabilities of Snapdragon X chips and make that a major part of its marketing. Until or unless that happens, the company will continue to work with partners to optimize gaming on Snapdragon X.

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Microsoft’s powerful new Snapdragon X2 Surface PCs are here, and they're more than a spec bump

The highly anticipated upgrades to the Surface Pro and Surface Laptop just launched. Both PCs pack the latest Snapdragon X2 processors from Qualcomm, promising better performance while still delivering great battery life.

The biggest upgrade in the lineup is performance. Microsoft promises up to 53% faster graphics performance on the Surface Pro than the previous generation. The Surface Laptop sees an even larger bump of up to 58% when compared to the last generation.

Those improvements are thanks to the Snapdragon X2 processors inside the Surface Laptop and Surface Pro.

Now, Best Buy has a wide range of configurations available for the Surface Laptop and Surface Pro. I've included a mix of various colors, storage options, and processors. But there are plenty of other configurations up for grabs if you want to mix and match.

Shop all Best Buy Surface deals

The new chips from Qualcomm perform well and let your PC last all day. Exact performance will vary based on the full specs of a PC, but the Snapdragon X2 Elite competes with Apple's M4 Pro. The Snapdragon X2 Plus stands toe-to-toe with Apple's M3 Pro.

Benchmarks and spec sheets aside, any Surface with a Snapdragon X2 chip will handle a wide range of workloads and tackle productivity tasks easily.

While the Snapdragon X2 chips are the stars of the show, they're not the only upgrades worth checking out in the new Surface Laptop and Surface Pro.

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

This Dune-colored Surface Laptop stands out in a sea of black and silver laptops. It does not come with Dave Bautista, but it does feature a Snapdragon X2 Plus.

👉 See at BestBuy.comView Deal

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

This sleek Surface Laptop is unassuming with its clean, black finish, but it's a portable powerhouse with a Snapdragon X2 Elite.

👉 See at BestBuy.comView Deal

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

This Surface Laptop has a 15-inch, 3K display with the 3:2 aspect ratio Surface is known for. It provides an excellent space to work without taking up too much space in your bag.

👉 See at BestBuy.comView Deal

CPU: Snapdragon X2 Plus
GPU: Qualcomm Adreno
RAM: 16GB
SSD: 256GB

This is the best choice for those who love the Surface Pro form factor but don't need the most expensive processor or a massive amount of storage. It's the most affordable way to get the latest Surface Pro.

👉 See at BestBuy.comView Deal

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

This Surface Pro balances high-end specs with value. It features a Snapdragon X2 Elite, 13-inch OLED display, 16GB of RAM, and 512GB of storage.

👉 See at BestBuy.comView Deal

The first Surface Pro Flex Keyboard launched alongside the Surface Pro 11. The accessory is still the best way to use your Surface Pro like a laptop, and it can also be used when detached for even more flexibility.

👉 See at BestBuy.comView Deal

The Surface Slim Pen 2 is excellent for natural note-taking and drawing, and it now supports Windows 11's updated haptic feedback experience to give you tactile cues while you navigate.

👉 See at BestBuy.comView Deal

What's new with the latest Surface Pro and Surface Laptop?

A sleek laptop with a black keyboard and a modern design, displaying a blue abstract swirl on its screen, set against a light gradient background.

(Image credit: Daniel Rubino)

There are more display options than ever across the Surface lineup. The new Surface Pro is available with either an OLED display or an LCD screen. The new Surface Laptop 15-inch has a screen with 262 PPI, which is much higher than the last generation offered.

But the new Surface Pro and Surface Laptop are more than a spec bump. While they share much of their designs with the last generation, both offer a new way to use haptics.

The Surface Laptop now features a haptic trackpad that allows you to feel Windows 11 and supported apps. The Surface Pro delivers a similar experience when paired with the latest Surface Slim Pen.

The new experience comes courtesy of Windows 11's new haptic feedback system. That system sends subtle vibrations when you perform certain tasks, such as dragging files in File Explorer or snapping windows.

The new Surface Laptop and Surface Pro build on over a decade of refinement by Microsoft. The overall form factor has matured, but Microsoft has figured out how to squeeze innovation from designs that were already almost perfect.

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HP's 16-inch Windows laptop is perfect for the home and office — with 16 GB of RAM and Snapdragon X for $809 while it lasts

When it comes to productivity in the classroom, in the office, or even at home, HP's Omnibook laptops are among the best value-for-your-money Windows laptops.

The Omnibook 5 features an OLED 2K display, solid performance, a long-lasting battery, a sturdy build, and other useful features that help justify its cost, even amid a memory crisis.

And now, the 16-inch OmniBook 5 AI PC is on sale with a 26% discount for only $809.99 at Amazon.


With the power of Qualcomm's Snapdragon X processor, 16GB RAM, 512GB of storage, and Copilot+ PC certification, this 16-inch 2K laptop makes for an effective and reliable tool for handling daily workload tasks such as typing documents, hosting meetings, researching, and more.View Deal

Why buy the HP Omni 6 16" Next Gen AI PC?

HP OmniBook 5, a sleek silver laptop with a 16-inch display, showcases a document. Features include Snapdragon X processor, 16GB RAM, 512GB SSD, 2K OLED display, and Wi-Fi 6E.

The specs of the HP OmniBook 5 16" Next Gen AI PC. (Image credit: HP)

Our colleagues at the sister site, TechRadar, went hands-on with the 14" variant of the HP OmniBook 5 and gave it a high score of 4/5 stars, praising its gorgeous display, strong battery life, responsive keyboard, and lightweight design.

The 16" version that's on sale today features similar levels of computing horsepower but with a larger 2K OLED display capable of rendering images and videos with strong contrast.

This configuration of the HP OmniBook 5 is equipped with a Snapdragon X processor, 16GB RAM, a 512GB SSD, and an NPU with 40-60 TOPS to support its built-in Copilot+ AI feature.

With these specs, this laptop will reliably and effectively run productivity tasks like reports or spreadsheets in Office, perform AI-related tasks like researching and compiling information online, open multiple browser tabs without lag, host video meetings, and more.

Other notable features of this laptop include a gargantuan estimated battery life of 34+ hours, a lightweight yet sturdy thin build that makes it easy to carry or store for long-distance travel, a built-in FHD IR camera, and pre-installed Otter.AI to automatically take notes during meetings (which I personally love as I'm regularly forgetting to take notes during fast-paced or long-winded conversations).

So, if you're looking for a dependable workhorse laptop, you can't go wrong with the HP OmniBook 5, especially now that it's on offer for $809.99 at Amazon instead of its usual listing price of $1,099.99.

FAQ

Is its RAM and SSD upgradeable?

The RAM is not replaceable and upgradeable due to being soldered into the laptop's motherboard. It's factory-installed SSD however, can be replaced with a larger one (up to 2TB) should you need more space for files.

Is it good for gaming?

No, not really, as the HP OmniBook 5 was built for productivity workflows, meaning it will struggle to run most PC games.

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Chinese researchers achieve 100-fold AI speed boost using optical interconnects

Par : IT News
13 juillet 2026 à 22:25
Chinese researchers achieve 100-fold AI speed boost using optical interconnects
Researchers at Peking University have developed an all-optical interconnect system that links standard electronic chips to significantly accelerate artificial intelligence processing. This breakthrough utilizes specialized hardware to replace traditional electrical connections between chips with high-speed optical "joints." By integrating these optical links with custom algorithms, the system achieves AI inference speeds up to 100 times faster than conventional methods.

Source

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