The Amazon magnate has a new project centered around acquiring industrial firms and revamping them with AI technology.

AMD’s FSR 4.1 upscaler is now available with AMD Software 25.6.1 With the release of AMD Software 26.3.1, the company has officially launched its FSR 4.1 ML upscaler. This new FSR release uses the same neural network foundation as Sony’s new/improved PSSR upscaler, which recently became available to PlayStation 5 Pro owners. This new driver […]

The post AMD Software 26.3.1 arrives with FSR 4.1 and new game support appeared first on OC3D.

A senior game developer has reacted to NVIDIA's AI-powered DLSS 5 technology, calling it "scary" for gaming and echoing the community's scathing criticism.

If you've been looking for a mini PC that goes beyond just decluttering your desk — one that basically doesn't even remind you of its existence, then Arctic has got just the thing for you. The new Senza AI 370 features a powerful AMD chip with a decent iGPU, 32 GB of fast RAM, a 1 TB SSD, and plenty of ports. It costs almost $1,400, though, but at least it's fanless.

As technology companies, we are deeply concerned about the breakdown in EU negotiations to secure the continued protection of minors against child sexual abuse. Allowing…

River puts an AI sales employee on your website who video calls visitors the moment they’re curious. It personalizes conversations by industry and role, answers product and pricing questions, handles objections, and speaks any language to convert interest into action.

River qualifies buyers, books meetings or closes deals on the spot, follows up with documents and next steps, logs every conversation, and only routes high-intent buyers to your team, helping you capture more pipeline without slow forms or follow-ups.

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Cybersecurity researchers have flagged a new malware dubbed Speagle that hijacks the functionality and infrastructure of a legitimate program called Cobra DocGuard. "Speagle is designed to surreptitiously harvest sensitive information from infected computers and transmit it to a Cobra DocGuard server that has been compromised by the attackers, masking the data exfiltration process as legitimate

Meta develops MTIA custom chips and a 1700W superchip to run GenAI inference efficiently without relying on mainstream silicon vendors.

I'm a robot vacuum tester, and these are the models I'd recommend (plus some advice on what to avoid).

CISA says hackers are actively seeking targets and urges companies to bolster their defenses.

A dancing robot in a Haidilao hot pot restaurant boogied down a little too hard.

MLB is only the latest in a string of recently announced partnerships involving the prediction market.

The Razer BlackShark V3 Pro is an incredible gaming headset that took all criticisms of the BlackShark V2 Pro and ironed out all of them with richer sound and new useful features, and it's now on sale at Amazon.

Ubisoft is laying off 105 workers at Tom Clancy game dev Red Storm Entertainment as part of a cost-cutting initiative to try and save €200 million.

According to recent statements by SK Group chairman Chey Tae-won, ongoing issues in the memory and silicon supply chain are unlikely to improve for another four to five years. SK Group owns SK Hynix, the world's third-largest semiconductor manufacturer and an integrated device manufacturer with in-house foundry capabilities. While SK...

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Walmart said conversion rates for purchases made directly inside ChatGPT were three times lower than when users clicked through to its website.

Why we care. This suggests agentic commerce isn’t ready to replace traditional shopping. Sending users to owned environments still drives higher conversion rates.

The details. Starting in November, Walmart offered about 200,000 products through OpenAI’s Instant Checkout. Users could complete purchases inside ChatGPT without visiting Walmart’s site.

• Daniel Danker, Walmart’s EVP of product and design, said those in-chat purchases converted at one-third the rate of click-out transactions.
• He called the experience “unsatisfying” and confirmed Walmart is moving away from it.

Goodbye, Instant Checkout. Instant Checkout was designed to let users complete purchases directly inside ChatGPT without visiting a retailer’s website. However, earlier this month, OpenAI confirmed it was phasing out Instant Checkout in favor of app-based checkout handled by merchants.

What’s changing. Walmart will embed its own chatbot, Sparky, inside ChatGPT. Users will log into Walmart, sync carts across platforms, and complete purchases within Walmart’s system.

• A similar integration is coming to Google Gemini next month.

The WIRED report. Why Walmart and OpenAI Are Shaking Up Their Agentic Shopping Deal (subscription required)

HejBit is a backup solution for Nextcloud that stores files on decentralized Swarm storage instead of a single server. Instead of relying on traditional cloud providers, it distributes encrypted data across the network, giving users another way to protect their files while keeping control over where they are stored.

We're currently running an early adopter program and looking for Nextcloud users who want to test decentralized backups in real environments. The goal is to gather feedback, improve the product, and better understand how decentralized storage fits into everyday Nextcloud setups.

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ClawStreet is a platform where autonomous AI agents reason, plan, and trade stocks with zero human intervention. Agents register themselves, analyze real market data with 15+ technical indicators (RSI, MACD, Bollinger Bands, etc.), and execute trades autonomously. It is built on the OpenClaw framework or lets you roll your own agentic workflow. Paper trading only, so there is no financial risk.

Compatible agents include OpenClaw, NemoClaw, NanoClaw, ZeroClaw, Nanobot, PicoClaw, Clearl, Cursor Automation, or you can build your own with any language or LLM.

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A new analysis of endpoint detection and response (EDR) killers has revealed that 54 of them leverage a technique known as bring your own vulnerable driver (BYOVD) by abusing a total of 34 vulnerable drivers. EDR killer programs have been a common presence in ransomware intrusions as they offer a way for affiliates to neutralize security software before deploying file-encrypting malware. This

GMKtec introduces EVO-T2 mini PC with 180 TOPS performance, fast PCIe storage, and SSD-assisted memory to handle large AI models locally.

Apple TV is changing the way it recommends movies and shows to you — say hello to 'Genius Browse'.

Apple's iPhone Air has been out for six months — here's everything I've come to love and hate about the device in that time.

Minisforum M2 Pro offers powerful local AI processing with hybrid mode, balancing privacy, cloud use, and addressing concerns over OpenClaw vulnerabilities.

Google's prospective Michigan-based data center could give the Detroit area access to clean energy.

AI bots may outnumber humans online by 2027, says Cloudflare CEO Matthew Prince, as generative AI agents dramatically increase web traffic and infrastructure demands.

The additional funds have been used to scale Bluesky's team, while the company continues to develop Bluesky's app and the underlying ATProto that powers it.

Fervo landed a large new loan with terms that strongly suggest the company's most turbulent days are behind it.

Nvidia has upgraded GeForce Now with a 90 FPS VR mode and has added support for several new games Nvidia has upgraded its GeForce Now service for Ultimate Members, adding a new 90 FPS gameplay mode for users of VR headsets. This includes Apple’s Vision Pro, Meta Quest devices, and Pico devices. Users can create […]

The post Nvidia GeForce Now gains a 90 FPS VR mode and several new games appeared first on OC3D.

Microsoft’s latest image model, MAI-Image-2, vaults to #3 on the global leaderboards, marking a major shift toward internal AI development over OpenAI reliance.

Windows Central Collab

The Vampire Survivors spinoff Vampire Crawlers finally has a release date, and it's coming soon to Xbox, Game Pass, PC, and several other platforms.

Intel has reportedly informed its major PC clients of a planned 10% price increase on its consumer CPUs. According to industry sources cited by ET News, this price hike will affect Intel's Core Ultra family of processors, which power hundreds of millions of PCs worldwide. As a result, PC OEMs may need to alleviate the increased material costs by promoting their AI PCs and premium devices more aggressively. To maintain positive margins, these OEMs will likely have to raise prices further and emphasize their higher-end AI PC offerings to capture better margins.

PC gamers have faced challenges over the past year, with memory and storage prices climbing rapidly, reaching exorbitant levels for simple RAM kits. The high demand from data centers has depleted memory and storage inventories months in advance. GPUs have also been affected, as gamers have struggled to purchase them at MSRP, instead facing inflated prices due to the shortage of GDDR memory (VRAM) used in these GPUs. Now, CPUs are joining this trend, with Intel targeting its consumer CPU sector first. This price increase will impact everything from pre-built systems and DIY PCs to laptops and other consumer CPU variants. For example, the 10% increase will significantly affect PC pricing, depending on the CPU's share of the bill of materials. We are waiting to see how these changes will affect popular retailers like MicroCenter, Amazon, Newegg, and others before drawing further conclusions.

The Belgian studio previously confirmed that BG3 will receive no DLC, expansions, or sequel, leaving modders to shoulder the responsibility of expanding and supporting the base game for years to come.

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Corsair’s new 3200D replaces the 3000D with a redesigned chassis, improved airflow, and broader hardware compatibility.

Walmart stocks up on Nvidia's GeForce RTX 40-series (codenamed Ada Lovelace) graphics cards amid an AI-driven memory shortage.

The Astro A50 X is a lightweight wireless headset that connects seamlessly to multiple devices at once — but requires its base station to work.

Optiscaler has provided a new update that helps remove ghosting on the INT8 version of FSR 4 for RX 6000 series graphics cards.

Perplexity’s new Comet browser for iOS defaults to Google Search. That’s because mobile queries often focus on navigation, local results, and transactions, where “Google does a much better job … than anyone else … including Perplexity,” according to Perplexity CEO Aravind Srinivas.

Comet for iOS. It includes Perplexity’s AI assistant directly in the browser. Comet for iOS also blends AI answers with standard search results. For many queries, you’ll still see a traditional results page.

• You can ask questions by voice while browsing.
• The assistant can summarize pages, answer questions, and take actions like drafting emails.
• Deep Research features generate cited summaries and prep materials.

What Comet does. According to Perplexity, the assistant can act on your behalf. Examples include:

• Summarizing articles and sharing outputs.
• Researching people or topics across tabs.
• Assisting with bookings or form fills.

What Perplexity is saying.

• “The search experience in Comet iOS provides traditional search results pages for fast, local, and high-intent queries that are more common on mobile. Meanwhile, the Comet Assistant easily allows for more advanced knowledge and intelligence powered by the Perplexity answer engine. The intention is for users to have the smoothest browsing experience possible for the real use cases of iOS.”

Why we care. The near future of search increasingly looks hybrid, which means you’ll need to optimize for traditional Google results and AI-driven answers. This also reinforces Google’s dominance in commercial and local search while shifting competition to the AI layer.

The announcement. Comet is Now available on iOS

Microsoft is changing how advertisers configure automated bidding, aiming to reduce complexity while keeping performance outcomes the same.

What’s happening. The platform is streamlining its bidding options by folding familiar targets like Target CPA and Target ROAS into broader automated strategies rather than standalone campaign settings.

Going forward, advertisers will choose between two core approaches: Maximize Conversions or Maximize Conversion Value, with optional targets layered on top.

How it works. For conversion-focused campaigns, advertisers select Maximize Conversions and can optionally set a target CPA. For value-focused campaigns, they select Maximize Conversion Value and can optionally set a target ROAS.

Microsoft says the underlying bidding behavior has not changed — only the way advertisers configure it has been simplified.

Why we care. This update makes automated bidding simpler and more standardized, which lowers the barrier to using Microsoft Advertising’s performance tools at scale. By consolidating Target CPA and Target ROAS into broader strategies, it reduces setup complexity while still keeping key performance controls available as optional targets.

In practice, this means faster campaign setup, more consistent optimization behavior across accounts, and fewer structural differences between how advertisers manage conversion and value-based bidding.

What’s staying the same. Existing campaigns using Target CPA or Target ROAS will continue to run normally without any required updates. Portfolio bid strategies also remain unchanged.

The bigger picture. The change is part of a broader push to make automated bidding more accessible, reducing setup decisions while maintaining control over performance goals.

Bottom line. Microsoft is consolidating bidding options into simpler frameworks, keeping familiar optimization controls available but moving them into a more streamlined setup experience.

Google is doubling down on the infrastructure behind “agentic commerce,” introducing new capabilities to its Universal Commerce Protocol (UCP) while making it easier for retailers to plug in.

Google says UCP — its open standard for connecting retailers to AI-powered shopping experiences — is getting new features designed to make online buying feel more like a traditional storefront, even when handled by automated agents.

What’s new. The latest updates focus on making shopping via AI agents more functional and flexible.

• A new cart capability allows agents to add or save multiple products from a single retailer in one go, mirroring how a typical shopper builds a basket.
• There’s also a catalog feature, giving agents access to real-time product data such as pricing, inventory and variants when needed. The goal is to make interactions more accurate and responsive.
• Another addition is identity linking. This lets shoppers carry over logged-in benefits — like member pricing or free shipping — when using platforms connected through UCP, rather than losing those perks outside a retailer’s own site.

Why we care. This update accelerates the shift toward AI-driven, agent-led shopping, where platforms like Search and the Google Gemini app may choose, compare and even purchase products on users’ behalf. That makes product data quality — pricing, inventory and feeds — very important for visibility, while simplified onboarding and support from platforms like Salesforce and Stripe suggest rapid adoption, giving early movers a competitive edge.

Zoom out. UCP is designed as a modular system. Retailers and platforms can choose which capabilities to adopt, rather than implementing everything at once.

That flexibility is key as the industry experiments with how much control to hand over to AI-driven shopping experiences.

What Google is doing. Google plans to bring these capabilities into its own ecosystem, including AI-powered experiences in Search and the Google Gemini app.

The company is also working to expand adoption by lowering the barrier to entry. A simplified onboarding process inside Merchant Center is expected to roll out over the coming months.

Bottom line. UCP is evolving from a concept into a broader ecosystem play. By adding more capabilities and simplifying onboarding, Google is pushing to make agent-driven commerce easier to adopt — and harder to ignore.

The ChillPill is small enough to keep in your bag, and has three different cooling attachments for instant relief from summer stickiness.

Apple CEO Tim Cook set the record straight on his relationship with the Trump administration — and put to rest questions about his future at the company.

Neighbors is a very binge worthy documentary series, and it's just been confirmed that we're getting even more.

Meta’s smart glasses are getting their v23 update right now — and the standout upgrade would have been perfect for the Winter Olympics.

Ubisoft has reportedly ended game development at its Tom Clancy studio, Red Storm Entertainment, and laid off more than 100 staff members.

If your Android VPN suddenly stopped working, you're not alone. Proton VPN has called out Google over a seven-month-old Android 16 bug that breaks internet connections after an app update, leaving users exposed and frustrated.

Small and mighty when it comes to both sound and pictures

We hear how Nvidia's Earth-2 weather models could revolutionize the future of forecasting.

The August 2025 SonicWall breach keeps getting worse, as Marquis sues SonicWall for negligence.

Meta believes these AI systems can detect more violations with greater accuracy, better prevent scams, respond more quickly to real-world events, and reduce over-enforcement.

Google is making Android sideloading easier with a new advanced setting that lets users disable app verification after a multistep security process.

Our new study shows what happens when contrail avoidance is built directly into the tools airlines already use.

Google is sharing five ways it’s helping to protect you from scammers this tax season.

A look at what Google learned when it collaborated with Stanford researchers to find out why some people adopt AI, and some don’t.

Stop settling for wrist strain. The Logitech MX Vertical is $40 off, offering a 57-degree "handshake" grip that remains the gold standard for comfort.

Around the same time as Ubisoft's latest round of layoffs see over 100 employees lose their jobs, Crystal Dynamics, the game studio behind Square Enix's recent Tomb Raider reboot trilogy, has announced that it will be laying off 20 employees across its development and operations teams. This is the fourth round of layoffs at the studio in the last year, and in a recent LinkedIn post announcing the layoffs, the studio explains that "we continuously take a hard look at our team structures to ensure they align with our long term studio goals," and calls the layoffs "necessary."

Some of the comments in the LinkedIn post are from affected employees, including an environment artist and a senior animator with 15 years of experience. Crystal Dynamics confirmed in the post that its "current projects" are heading into the next phases of development, and it reiterated that "Crystal Dynamics remains fully committed to the future development of our already announced Tomb Raider titles," suggesting that there have been no game cancellations as yet. Tomb Raider: Catalyst is slated for a 2027 cross-platform launch, but even Crystal Dynamics admits that layoffs like these "can cause concern amongst our community."

KOJIMA PRODUCTIONS, in collaboration with Nixxes Software, is proud to announce that DEATH STRANDING 2: ON THE BEACH is now available on PC through the Steam and Epic Games Store. Watch the brand-new launch trailer, edited by Hideo Kojima, here.

In this standalone sequel, DEATH STRANDING 2: ON THE BEACH offers a new range of tools, weapons and vehicles at Sam's disposal. With his companions from DRAWBRIDGE by his side, Sam takes on a new adventure to connect Australia to the Chiral network. Beset on all sides by enemies, Sam will have to shoot, sneak, and sprint his way out of trouble, as well as survive natural disasters such as earthquakes, sandstorms and forest fires, and brave the ruinous Timefall as he strives to save humanity from extinction once again. The Social Strand System returns, connecting players from around the globe allowing you to shape someone else's world, and have their actions shape yours.

Apple has designed a new framework to keep its operating systems secure and up to date with modern protection technology without relying on major OS updates for essential security improvements. Called Background Security Improvements, this framework spans all of the company's operating systems that power iPhones, iPads, and Mac computers, used by hundreds of millions of users globally. For example, whenever a security issue arises in the Safari browser, WebKit framework, or any other software with an internet-first connection, security becomes the top priority. Instead of waiting to bundle these security updates with a new version of an operating system, Apple provides ongoing patches between major updates to address any security issues.

The company is gradually enhancing the quality of life on its platforms, and this is another significant step forward. Background Security Improvements begin with iOS 26.1, iPadOS 26.1, and macOS 26.1, and will continue with future versions of these operating systems across supported devices. Interestingly, Apple also publishes Background Security Improvements by date, component patched, and CVE number, so you can understand what the update addresses, why it was necessary, and have peace of mind that your OS remains safe from the growing number of online exploits targeting unpatched systems.

Today, the tactical roguelite RPG Valor of Man, developed by Legacy Forge and published by Numskull Games, launches on PC via Steam. Valor of Man combines tactical turn-based CRPG combat with the popular roguelite format to deliver a unique replay experience filled with meaningful choices and tactical complexity. With this 1.0 launch, the game introduces two new systems: Chaos Mode and Masteries.

In Chaos Mode, players can select from unlockable modifiers to create their own difficulty, allowing for more challenging or accessible experiences. Masteries are a collector's dream; the menu shows players which items, abilities, conditions and artifacts they've successfully beaten a run with, adding a meaningful long-term measure of achievement for all skill levels.

Red Storm Entertainment, the long-standing game studio that previously worked on titles in the Tom Clancy, Ghost Recon, and Rainbow Six franchises, has been officially transitioned to a support-only studio by Ubisoft. Red Storm had been working on The Division Heartland until that was cancelled in 2024, even after having been through a number of playtests. According to sources who spoke to GameIndustry.biz, Ubisoft will lay off as many as 105 workers at Red Storm, while the remaining staff will be dedicated to supporting Ubisoft's other studios in IT, customer relations, and development work on the Snowdrop engine.

The layoffs come after Ubisoft announced its recent cost-cutting measures and studio restructure, which would see the gaming giant reorganized into five "creative houses," all individually responsible and accountable for the games and properties under their management. The ensuing changes and announced cost-cutting measures, which aimed to save €200 million over two years, have already resulted in a number of layoffs at other studios and a massive strike across Ubisoft's international locations.

The agreement positions Samsung as a key supplier for AMD's next-generation AI products. Under the terms, Samsung will provide its forthcoming high-bandwidth memory, HBM4, for AMD's Instinct MI455X accelerators – processors designed specifically for AI workloads.

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The 3 Series has essentially defined BMW's identity for more than 50 years, so electrifying it was never going to be a small move, and the company clearly didn't treat it as one. The result is arguably the best-looking design BMW has produced since the start of its electrification era....

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Earlier this week, game developer and technical artist Freya Holmér shared a short clip of a side project she had been working on: a prototype that twists the familiar Tetris formula. In her version, whenever a piece locks into place, the entire playfield rotates 90 degrees in the direction where...

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Powerful laptops with impressive specs are often overpriced and only make sense when on sale. Thankfully, Acer has put its Helios Neo 16S AI with an RTX 5070 Ti, 32 GB of RAM, 240 Hz OLED display, and a Core Ultra 9 275HX processor on a steep discount. It's the best Windows laptop you can likely find at this price.

Tesla begins to form a core team behind its Terafab project, which will define the fab and spearhead its construction and tamp.

AI-related imports across the computing and electronics sector have led to a big increase in the U.S. trade deficit, hitting a record $1.2 trillion in 2025, despite efforts from the Trump administration to reduce the gap.

Nvidia unveiled the Groq 3 language processing unit at GTC 2026 in San Jose on Monday, marking the first chip to emerge from its $20 billion licensing and talent deal with Groq.

Demi turns Slack into a command center. It auto-drafts customer replies from your team’s Slack history, surfaces answers before you need them, and delivers morning briefings and channel digests so sales and support stay on top of what matters. Connect it to your Slack workspace to search past threads, docs, and decisions, then review and send customer-ready responses without pinging engineering. Demi helps your team cut through noise and focus on closing deals while protecting your data.

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HeyDriver is a privacy-first QR code communication tool. Generate a unique QR sticker for your car, luggage, keychain, or wallet. When someone scans it, they can instantly send you a message — delivered to your email, no personal info exchanged, no app needed.

Lost luggage at the airport? Blocked driveway? Found someone's keys? Just scan and type. Currently in beta — join the waitlist at heydriver.app and get a free Premium account.

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NymVPN's v2026.5 update is here, rolling out a shiny new UI for tracking data usage and beefed-up DNS tools to fight censorship. But if you're on a Mac or iPhone, you're going to be waiting a little longer for the goods.

Around 20,000 current, and 15,000 former customers affected

Logitech Brio 100 Full HD webcam with built-in mic, privacy shutter, and auto-light balance is $15 off right now.

While for subscribers the roll-out enriches the Threat Protection Pro suite, anyone can use NordVPN's new scam checker tool without spending a penny.

Wizards of the Coast has released the first gameplay footage for Exodus, showcasing its work-in-progress combat and traversal systems.

A legitimate Google ad could lead to data exfiltration through a chain of Claude flaws.

Lenovo IdeaCentre Mini Desktop with Core Ultra 7 and 16GB RAM gets a welcome price cut.

Most organizations believe they're cyber-ready, but data on their recovery capabilities tells a different story.

You've heard of vibe coding, but Google wants you to think of the entire software design process as a 'vibe' with new AI tools.

How organizations can reduce AI learning gaps between leaders and employees to.

Looking for Quordle clues? We can help. Plus get the answers to Quordle today and past solutions.

Stranger Things is getting multiple Blu-Ray physical editions to celebrate its 10th anniversary, but they won't come cheap.

Looking for NYT Connections answers and hints? Here's all you need to know to solve today's game, plus my commentary on the puzzles.

AI hallucinations can often be a problem, and they certainly are with the images Copilot has created on the Windows Learning Center.

At least six flaws are being chained to target iPhone users, so make sure you patch up.

I compared Bluesound’s and Sonos’s wireless speakers and I never expected it to be this hard to pick an undisputed sonic champ.

Looking for NYT Strands answers and hints? Here's all you need to know to solve today's game, including the spangram.

Delivery couriers will be able to earn money by completing activities like filming everyday tasks or recording themselves speaking in another language.

Horizon Worlds was once a cornerstone of Meta's plans to build a social metaverse -- four years later, the company almost shut it down.

The FBI and the Justice Department took down two websites linked to the pro-Iranian hacktivist group Handala, which last week hacked medical tech giant Stryker.

The U.S. cybersecurity agency urged companies to prevent access to systems used for remotely managing their fleets of employee devices after hackers broke into a major U.S. medical tech giant and remotely wiped thousands of phones and computers.

Nominate your startup, or one you know, for TechCrunch Startup Battlefield 200 before May 27. Chance to win $100,000 equity-free funding and VC access.

Google's Universal Commerce Protocol adds cart management and catalog access, highlights identity linking support, and begins simplifying Merchant Center onboarding.

The post Google Expands UCP With Cart, Catalog, Onboarding appeared first on Search Engine Journal.

o Intel launches its Precompiled Shader Beta for ARC graphics cards With its Intel Graphics Driver 32.0.101.8626 for ARC graphics cards, Intel has launched its Precompiled Shader Distribution Beta. With this beta, users of ARC B-series (Battlemage) GPUs and Intel Core Ultra 3-series and 2-series CPUs with built-in ARC GPUs can benefit from precompiled shaders […]

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Kaggle Community Hackathons enable people to to create their own hackathons with prizes up to $10,000.

Start building real apps for the modern web with the Antigravity coding agent and Firebase integration now in Google AI Studio.

LinkedIn is a land of corporate speak and "aura farming," but a new tool makes playing the professional game a little bit easier (and a lot funnier).

Arctic has announced the updated version of its fanless Senza PC with updated internals, connectivity, and a more flexible design. The Senza AI 370 uses a familiar fanless design, with the heatsink integrated into the case of what would otherwise effectively be a mini PC, but now features the AMD Ryzen AI 9 HX 370 APU and its corresponding AMD Radeon 890M iGPU. That somewhat powerful iGPU in a silent form factor is the biggest differentiator compared to other desktops, but the Senza AI 370 is also designed to fit under a desk, virtually eliminating the need for the PC to be small in the first place. According to the Arctic online store, the Senza AI 370 retails for €1,199.99, and there are no optional barebones kits available.

Arctic markets the Senza as a silent gaming and productivity machine and claims that it can operate at temperatures as low as 50° in gaming workloads—although there were no specifics on the ambient temperature or the exact games and settings tested, so take that with a pinch of salt. To its credit, the Senza AI 370 does have 32 GB of DDR5X-8000 memory and a 1 TB PCIe Gen 4 ×4 M.2 SSD. The I/O situation is also interesting, with Arctic opting for a break-away front I/O panel module that features 1 3.5 mm audio combo jack, a USB 3.2 Gen 1 Type-A port, and a USB4 Type-C port—this module is connected to the PC via a cable, so that the ports can be mounted near the front of the desk. The actual PC itself also features the following ports: 2× USB 2.0, 2× USB 3.2 Gen 2 Type-A, 1× USB4 Type-C, 1× HDMI 2.1, 1× DisplayPort 2.1, 1× 2.5 GbE, 1× DC in, and separate 3.5 mm audio jacks for mic in and audio out. Because the PC is designed to be mounted under a desk, what would traditionally be the rear I/O is also front-facing, which should make it easier to reach.

NVIDIA's latest DLSS 5 technology has faced a significant community backlash, with its approval rating dropping considerably. On the published YouTube video, NVIDIA's official DLSS 5 announcement has received an overwhelming 83.7% dislikes, with only 16.3% likes. This is a substantial negative rating, with 16,107 likes and 82,515 dislikes (and counting) on a video with 1,527,915 views at the time of writing. Other videos published by the NVIDIA GeForce YouTube channel have also recorded surprisingly low approval from the community. The Resident Evil Requiem video only scored a 14.9% positive rating, while Starfield had an 18.2% positive ratio of likes to dislikes. Other demos such as Hogwarts Legacy and EA Sports FC saw positive ratings of 18.7% and 14.5%, respectively. The best rating is now exclusive to a tech demo, not even a real game, which is the Zorah Unreal Tech Demo with a 37% positive ratio.

Gamers' reactions are shifting negatively towards the technology, while NVIDIA CEO Jensen Huang famously noted that gamers are "completely wrong" because these games offer massive programmability and controllability in how DLSS 5 is applied, keeping the artistic intent intact. However, according to game developers from both Capcom and Ubisoft who spoke to Insider Gaming, while the individual studios may have been involved in marketing DLSS 5, the teams who worked on them were just as surprised by the results as the rest of the gaming community. A Ubisoft developer is quoted as saying, "We found out at the same time as the public," while developers at Capcom expressed similar sentiments, stating that it was surprising to see Capcom, which has generally been protective of its IPs when it comes to AI involvement, getting involved in the marketing for DLSS 5. Furthermore, the Capcom developers expressed concern about how DLSS 5 might change Capcom's approach to generative AI and its role in game development.

According to Variety, Kilmer was cast as a Catholic priest and Native American spiritualist in 2020 for a movie called "As Deep as the Grave," but his battle with throat cancer meant he was too ill to make it onto the set.

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According to cybersecurity firms Flare Research and IBM X-Force, North Korea is using a network of more than 100,000 hackers, developers, and IT operatives to infiltrate global companies, steal people's private data, and funnel hundreds of millions of dollars to the Kim Jong-Un regime.

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Every time a new large language model (LLM) drops or Google tweaks an AI Overview, the SEO industry loses its mind. We develop this weird collective amnesia, scrambling to optimize for features that were actually mapped out in patent offices 10 years ago. We’re so obsessed with the now and the next that we’ve stopped looking at the blueprints.

If you want to survive 2026, stop trying to be a futurist. Instead, be an archaeologist.

To actually deliver for our clients, we need a research framework that isn’t just reactive. It has to be a balance: Look back at the foundational patents to understand the rules, and look ahead to see how AI is finally being given the muscle to enforce them.

The archaeology of SEO

There’s a massive misconception that to understand AI search, you need to be a prompt engineer or read every new research paper from OpenAI. You don’t.  The logic governing today’s magic is often math that was written a decade ago.

We can’t talk about patent research without honoring the late, great Bill Slawski. For 20 years, he was the SEO industry’s archaeologist. While everyone else was arguing about keyword density, he was reading dry, technical filings to predict exactly where we’re standing right now.

History proves his method worked.

• Agent rank (2007): Slawski analyzed agent rank nearly 20 years ago. It described digital signatures connecting content to authors and assigning reputation scores. We ignored it then. Now? We call it E-E-A-T. Google finally got the computing power to actually run the numbers.
• The fact repository (2006): Long before the Knowledge Graph was a thing, Slawski found patents for a “Browseable Fact Repository.” Today, that same logic is the engine behind answer engines.

The algorithm isn’t magic. It’s math. When a new feature drops today, the engineering blueprints were likely filed between 2007 and 2016. If you want to win, go read the old stuff.

Dig deeper: The origins of SEO and what they mean for GEO and AIO

Strategy vs. mechanics: From ‘strings’ to ‘verified things’

Don’t get buried in buzzwords. Categorize your learning into two buckets: ”strategy” or ”mechanic.”

For years, the industry talked about moving from strings to things (entities). But in 2026, that’s just the baseline. We’ve moved from strings to verifiable things. An entity is worthless if the AI can’t prove it’s real.

Think of it like building a house:

• Semantic SEO is the architecture: It’s the vision. It’s making sure the meaning of your site actually matches what the user is looking for.
• Entity SEO is the bricklaying: It’s using distinct nouns to build that vision so a machine can parse it.
• Verification is the mortgage: This is the part most people miss. It’s turning those entities into findable, provable facts connected to a verified human. If you aren’t connecting your content to a provable human expert, you’re just adding to the noise.

AEO vs. GEO: Let’s stop using these interchangeably

The industry often uses AEO and GEO synonymously, but they require different content structures and serve different objectives.

Answer engine optimization (AEO)

AEO is for the “direct answer.” Think Siri, Alexa, or that single snippet at the top of the page. It’s binary. It’s rooted in those 2006 fact repository patents.

You need ”confidence anchors.” These are unnuanced, structured facts. The engine isn’t “thinking,” it’s fetching. If your fact isn’t provable and anchored to a verified source, the engine won’t risk a hallucination by citing you.

Generative engine optimization (GEO)

GEO is for the “synthesis.” This is Gemini or ChatGPT search explaining how something works. It was formally defined by researchers at Princeton and Georgia Tech in 2023.

You need information gain. These engines don’t just want a fact; they want to see how Concept A affects Concept B. They’re looking for relationships and unique perspectives.

In short, AEO is about being the fact. GEO is about being the authority that the AI trusts to explain those facts.

Dig deeper: SEO, GEO, or ASO? What to call the new era of brand visibility in AI [Research]

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The trap of forward-projecting: Why the ‘basics’ are still the ‘floor’

There’s a danger in becoming an SEO time traveler. If you spend all your time in the patent archives or stress-testing GEO relationships, you might forget that the AI still has to reach your content.

You can have the most verified, E-E-A-T-heavy content in the world, but if your site’s technical health is a mess, the confidence anchors will never weigh in.

The persistence of technical debt

Basic SEO requirements haven’t changed. The tolerance for ignoring them has simply disappeared.

• Crawl budget and efficiency: If your site is bloated with zombie pages or redirect loops, you’re wasting the crawler’s time. LLMs aren’t just looking for content. They’re looking for the cleanest path to a fact.
• Core Web Vitals (CWV): More than a ranking factor, it’s a user-utility requirement. If your site doesn’t load instantly, the AI won’t recommend it as a source in a GEO overview.

The headless promise (and reality)

Many of the frustrating technical SEO issues we’ve fought for years — like bloated JavaScript and poor Largest Contentful Paint (LCP) — are finally being solved by headless/composable architectures. By decoupling the front end from the back end, we can deliver the raw, lightning-fast data that answer engines crave while maintaining a high-end experience for humans.

But headless isn’t a “get out of SEO jail free” card.  It solves the speed problem, but it introduces new risks around dynamic rendering and metadata delivery.

Whether you’re on a 20-year-old CMS or a cutting-edge headless build, the today requirements are non-negotiable:

• Clean URL structures: If the AI can’t deduce the hierarchy from the URL, you’ve already lost the semantic battle
• Internal linking (the nervous system): This is how you prove relationships between entities. If your internal linking is broken, your synthesis logic doesn’t exist.
• Indexability: If the bot is blocked by a poorly configured robots.txt or a noindex tag left over from staging, the most brilliant “verified human” insights in the world are invisible

You don’t get to play in the frontier of AEO and GEO until you’ve mastered the floor of technical SEO. Don’t let the shiny new objects make you forget the shovel work.

Dig deeper: Thriving in AI search starts with SEO fundamentals

The SEO time traveler checklist

Phase 1: The archive

• The Slawski deep dive: Stop reading the latest “AI is changing everything” blog posts for five minutes. Go back to the SEO by the Sea archives. Search for Slawski’s analysis on the Knowledge Graph or the user context. You’ll see the 2026 roadmap hidden in plain sight.
• The E-E-A-T math audit: Check your assets against Patent 2015/0331866. Are you actually providing the contribution metrics (such as verifiable reviews) that the patent specifically asks for?

Phase 2: The laboratory

• The verification pivot: Audit your entities. Are they just names on a page? Link them to a verified LinkedIn profile or a Knowledge Panel. If it’s not verified, it’s not an entity, it’s just a string of text.
• Schema stress testing: Don’t just use a plugin and walk away. Experiment with nesting. Try nesting a Person inside a Service as the provider. It works — I’ve seen it trigger rich results when nothing else did.

Phase 3: The frontier

• The confidence anchor audit: Look at your top pages. Does every topic have a clear definition? [Entity] is [attribute]. If you’re being vague, you’re invisible to AEO.
• The synthesis test: This is a quick one. Paste your article into an LLM and ask it to explain the relationship between your two main topics using only your text. If it has to go to the web to find the answer, you haven’t built the relationship well enough for GEO.

The synthesis: Becoming the architect

The SEO time traveler isn’t looking back because they’re nostalgic. They’re looking back because they want the blueprint. When you realize AEO is just the modern enforcement of a 20-year-old patent and GEO is just the evolution of semantic relationships, the chaos of AI updates disappears.

Stop optimizing for strings. Start optimizing for verified facts. Give the engine a fact it can’t doubt, connected to a person it trusts, and a relationship it can’t ignore.

The future of search wasn’t written this morning — it was written years ago. You just have to be the one to actually build it.

Dig deeper: The future of SEO: Why optimization still matters, whatever you call it

References and further reading 

On the evolution of fact-based search (AEO foundations)

• The fact repository patent: Google LLC. (2006). Browseable Fact Repository. U.S. Patent 7,761,436. Analyzing the architecture of structured information retrieval.
• Knowledge Vault research: Dong, X. L., et al. (2014). Knowledge Vault: A Web-Scale Infrastructure for Probabilistic Knowledge Fusion. Google Research. Detailing how engines assign “confidence scores” to facts before retrieval.
• Authoritative verification: Google Search Central. Fact Check Structured Data (ClaimReview). Official documentation on how engines verify claims through structured data. 

On generative engine optimization (GEO foundations)

• The GEO framework: Aggarwal, V., et al. (2023). GEO: Generative Engine Optimization. Princeton University, Georgia Institute of Technology, and the Allen Institute for AI. The definitive study on how LLMs cite and prioritize authoritative sources. 
• The Slawski legacy: Slawski, B. (Various). SEO by the Sea Archives. For historical context on Agent Rank, phrase-based indexing, and entity metrics.

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Opera GX acknowledges PC gaming’s Linux shift with official browser support Opera GX has officially arrived on Linux, giving Linux users a gaming-focused browser option. As a web browser, Opera GX prides itself on its performance, privacy, and customisability. These are all traits that Linux users love. At launch, the browser is available in Debian […]

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It's a double feature on GFN Thursday. This week, GeForce NOW offers smoother sights in virtual reality (VR) and a sprawling new land to conquer. Streaming at 90 frames per second (FPS) comes to supported VR headsets. And Crimson Desert, which recently surpassed 3 million wishlist additions on Steam, debuts in the cloud with GeForce RTX 5080‑class power. Catch it as part of four new games on GeForce NOW

VR, but Make It 90 FPS
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Corsair (Nasdaq: CRSR) is proud to unveil the all-new 3200D mid-tower chassis for PC builders who demand excellent performance. The 3200D replaces the 3000D in the Corsair mid-tower lineup and is built for powerful systems with top-tier cooling. It is available in three colorways: Black, White, and an all-new semi-transparent Smoke front panel. Designed to prioritize cooling, the 3200D supports a 360 mm radiator in the front or roof and features an all-new angled fan mount on the bottom of the case to direct cool air towards the GPU.

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Dual-Pass Cooling Engine for Maximum Thermal Efficiency
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Efficient Cooling
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Silicon Power (SP) announces the launch of its latest DDR5 RDIMM module, purpose-built to meet the growing demands of enterprise data centers and AI-driven computing environments. Designed with original high-quality DRAM chips, the new module delivers massive bandwidth and enhanced reliability to support intensive workloads such as artificial intelligence, machine learning, and large-scale data processing. Leveraging a high-density architecture with 32 internal banks across 8 groups, the DDR5 RDIMM maximizes throughput to unlock next-generation server performance. With speeds of up to 6400 MT/s, it empowers enterprises to accelerate data pipelines and fully utilize modern server architectures.

Advanced Reliability, Broad Compatibility, and Power Efficiency
Engineered for uncompromising stability, Silicon Power's DDR5 RDIMM integrates advanced On-Die ECC technology alongside a Registering Clock Driver (RCD), significantly enhancing fault tolerance compared to standard ECC UDIMMs. This robust design ensures superior data integrity, making it ideal for mission-critical enterprise applications that require continuous uptime.

The discovery, announced Wednesday in coordinated reports from Lookout, iVerify, and Google's Threat Analysis Group, highlights a growing trade in high-end spyware once found mostly in state-backed espionage. Darksword marks the second iOS-targeting exploit uncovered this month, following the earlier disclosure of a separate tool known as Coruna. Both were...

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Multi-location brands are investing heavily in content. But more content doesn’t automatically mean more growth.

I keep seeing the same issue. Each individual location has a blog, and they all cover the same topics. Same keywords. Same structure. Same search intent. The goal is local visibility, but the result is often internal competition and diluted authority.

Building an effective content strategy for multi-location brands requires clarity around roles. What should live at the corporate level to build authority, and what should stay local to drive relevance and conversions? Without that alignment, brands risk competing with themselves instead of winning in search.

Where the strategy breaks down

Most multi-location content issues aren’t intentional. They’re often the result of growth without a clear content framework, or simply too many cooks in the kitchen without overall governance.

Corporate teams are focused on building brand authority and scaling marketing efforts. At the same time, local teams or franchisees want content that answers their customers’ questions and lives on their own site, rather than sending users elsewhere. The assumption is simple: more content equals more visibility.

However, without clear ownership or strategic keyword targeting, overlap becomes inevitable. Similar topics are published across multiple URLs, and over time, this creates internal competition rather than building authority for the entire site.

What type of content belongs at corporate

In general, corporate should own the content that applies to the brand as a whole and build authority at scale. This includes blog content that targets broader informational queries and answers user questions, no matter where users are located. 

Educational resources, industry insights, and evergreen topics perform best when consolidated in one place rather than duplicated across multiple URLs.

Core service, product, and line-of-business pages should also be centralized. These pages define what the brand offers and typically remain consistent across markets. While location pages can reference and support this foundational content, they often don’t need to be recreated at the local level unless they differ between locations.

Brand-level content, such as company history, leadership, mission, and differentiators, should also sit at the corporate level. These elements reinforce credibility and should be standardized across the organization.

Dig deeper: Local content playbook: From service pages to jobs-to-be-done pages

What type of content belongs at the local level

When it comes to local content, focus on what’s relevant to that specific market. This includes geo-specific content such as:

• Location landing pages with unique, customized copy.
• Localized metadata.
• Location-specific FAQs, relevant structured data (e.g., reviews, LocalBusiness).
• In some cases, region-specific service variations.

On location pages specifically, there are additional opportunities to highlight uniqueness:

• Location-specific testimonials and reviews.
• Team bios.
• Owner messages or stories.
• Events or awards.
• Community partnerships.
• Descriptive content about the location or service area.
• Location-specific imagery.

These elements can live on a single, well-built location page or expand into a microsite structure (pages living under a subfolder) when it makes sense for the business. Remember, the goal of these pages is to strengthen relevance, target geo-modified and local intent queries, and ultimately drive conversions. 

One common concern with location pages is duplicate content. The question often becomes, how much duplicate content is acceptable? Instead of focusing on a percentage of unique versus shared content, teams should focus on what’s most useful for the user.

Typically, content that doesn’t need to be unique across every location includes:

• Brand boilerplates.
• Core service lists.
• Service or product descriptions.
• Standard calls to action.
• Legal disclaimers.
• Navigation.
• Trust signals.

Dig deeper: Local SEO sprints: A 90-day plan for service businesses in 2026

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Common SEO risks of a faulty content strategy

When content production lacks clear governance, it can lead to a range of issues that affect organic visibility and crawl efficiency. Over time, this can cause inconsistent rankings, diluted authority, and missed opportunities to convert traffic into leads.

Keyword cannibalization

Keyword cannibalization occurs when multiple pages across a site target the same keywords and search intent. Instead of strengthening rankings, those pages end up competing against each other in search results, and, in some cases, may not get indexed at all.

For multi-location brands, this often happens when individual locations publish similar blog content. For example, a plumbing brand might have multiple location pages with blogs, each posting a blog post titled “Tips to fix a leaky faucet,” creating several URLs targeting the same informational query.

A more strategic approach is to consolidate that topic into a single, strong corporate-level post. This would allow the brand to serve as the authoritative source, build backlinks, answer users’ questions effectively, and strengthen the site’s overall credibility.

Google choosing the ‘wrong page’

When multiple pages on a website are targeting the same or overlapping keywords, search engines have to determine which one to rank, and sometimes it’s not the page you intended.

On a multi-location site, that may mean a local blog ranks nationally for a topic that would be better suited to live on the corporate site and build broader brand authority. While the page may be relevant to the query, it may not guide users clearly to the next step, leading to customer confusion or bounces.

It may also cause users who aren’t in-market to leave the site after absorbing the information because there’s no clear next step for them, or because they only see information about services in Austin, Texas, while they’re located in Cleveland, Ohio.

Instead, consolidating authority on a single, well-ranking page that clearly directs users to take action, whether that means finding their nearest location or submitting a form, would be more beneficial for the brand and users.

Crawl inefficiencies

Publishing multiple blog posts on the same topic, especially when the answer doesn’t vary by location, can result in duplicate or low-value content. While these pages may be regularly crawled due to internal linking, they often never make it into the index.

At scale, this can become a bigger issue, especially for sites with many locations that publish similar informational topics. For a site with dozens or hundreds of locations, having similar blog posts across those locations can create crawl bloat, where search engines may spend time and resources crawling repetitive or low-impact URLs rather than more high-impact pages.

Diluted link equity

When similar content exists across multiple URLs, backlinks and internal links are split among pages instead of consolidating authority on a single strong page. Rather than building momentum around a single piece of content, link equity is distributed across competing versions. 

For multi-location brands, this can weaken overall ranking potential. Consolidating authoritative content at the corporate level allows links, authority, and trust signals to compound, strengthening the entire domain and supporting location pages more effectively.

Dig deeper: The local SEO gatekeeper: How Google defines your entity

Creating a plan: How corporate and local can work together

After defining roles, move to governance. Multi-location brands need a shared plan for ownership, keyword targeting, and team collaboration.

Before new content gets created, the right questions need to be asked, such as:

• Is this topic location- or region-specific, or is it broader for any consumer?
• Would publishing this for only one location add value to those specific customers?
• Would publishing it across multiple locations make sense?
• Who should own the keyword? The brand or a specific location?
• Who does it make sense for the information to come from?

Clear keyword mapping and a centralized content calendar can prevent overlap before it starts. When teams understand their roles, content supports overall growth instead of competing internally.

Content collaboration also creates opportunities to strengthen E-E-A-T signals for the site as a whole. Corporate can cover broader educational topics while drawing on real expertise and experience from local teams.

For example, a roofing company might want to write a post about how often homeowners should replace their roofs. The topic is universal. However, the answer could vary by region due to factors such as the material used in that area or the weather. 

The blog could include quotes from franchise owners or team members across different regions to provide insights into regional factors, such as heat and humidity in the South versus harsh winter weather in the North.

This would allow corporate to own the topic and give locations the opportunity to provide their unique expertise and experiences. Plus, linking to relevant location pages can reinforce context and create stronger internal linking throughout the site.

Another option would be to create a local hub within the blog.

Volume isn’t always the right strategy

Search may be changing, but many of the fundamentals remain the same. High-quality, well-structured content that genuinely helps users is what earns visibility.

With Google’s AI Overviews and large language models pulling from authoritative sources, content that clearly answers questions and reflects real expertise is even more valuable. Pages created solely to scale across multiple locations — without adding unique value — are unlikely to perform consistently, and can even hurt a site in the long run.

Content shouldn’t be treated as a volume game. More pages alone won’t drive growth. What matters is planning, ownership, and alignment.

When corporate and local teams build a shared content strategy, it helps turn content into a growth driver rather than just more pages on a site.

The Visibility Governance Maturity Model (VGMM) is about something most SEO programs lack: clear ownership, documented processes, and decision rights that keep your work from being undone by teams who don’t understand it.

So how do you actually score that?

Each domain uses a bank of governance questions tailored to the business. They’re not about how SEO is executed. They’re not about tools. And they’re not an audit.

What VGMM questions are designed to reveal

VGMM questions go to managers and the C-suite — the people who should know about governance but often don’t. Meanwhile, you (the SEO practitioner) actually know whether standards are documented, whether QA is in place, and whether processes exist.

VGMM diagnoses organizations where SEO knowledge lives in practitioners’ heads, rather than in documented, governed processes. If VGMM surveyed only practitioners, it would measure whether you know what to do (you do). But governance maturity measures whether the organization can sustain capability when you’re on vacation, when you get promoted, or when you leave.

Questions go to managers because governance gaps show up as:

• “I don’t know the answer to that.”
• “I’d have to ask Sarah.”
• “We used to have a process, but it’s not enforced anymore.”
• “Each team does it differently.”
• “That’s documented somewhere, I think?”

When managers can’t answer governance questions, that’s the signal. It means processes aren’t institutionalized. 

Dig deeper: Why most SEO failures are organizational, not technical

The SPOF reality check

Single point of failure (SPOF) questions can cap your organization at Level 2 maturity until they’re resolved.

Here are some examples of SPOF question:

• “If [key person] left tomorrow, could the organization maintain SEO standards without them?”
• “Is SEO knowledge documented in a way that’s transferable to new team members?”
• “Are there at least two people who understand how [critical system] works?”

Right now, you’re probably the SPOF. You’re the person who knows where all the bodies are buried, how the redirects work, why that weird canonical setup exists, and what breaks if someone changes X. That feels like job security. It’s actually a job prison.

When VGMM identifies you as an SPOF:

• Leadership realizes your knowledge needs to be documented.
• You get resources to create documentation.
• You get approval to train other people.
• You get your own tools, training, and conference budgets. (Yay!)
• Your expertise becomes institutional, not personal.
• You can take a vacation without disasters.

The organization can’t move past Level 2 until SPOF conditions are cleared. This forces leadership to address hero-dependency.

How domain scores become VGMM score

Each domain model (SEOGMM, CGMM, WPMM, etc.) produces a maturity score based on its own question bank. Here’s how they roll up:

Step 1: Domain assessment

Each domain asks 30-60 governance questions tailored to that area. Questions are behavior-based, not opinion-based:

• “Do you think SEO standards are important?” (opinion)
• “Are SEO standards documented and approved by [role]?” (behavior)

Step 2: Weighted scoring 

Answers are weighted based on impact. Not all governance failures are equal:

• Missing documentation = lower weight.
• No ownership for critical decisions = higher weight.
• SPOF identified = can cap maturity level regardless of other scores.

Step 3: SPOF constraint 

If SPOF conditions exist, the domain score maxes out at Level 2 (emerging) even if other governance is strong. You can’t be structured (Level 3) when capability depends on one person.

Step 4: Domain aggregation 

Domain scores average into the overall VGMM score with adjusted weighting based on:

• Your industry (ecommerce weights performance governance higher).
• Your business model (SaaS weights content governance higher).
• Your complexity (international weights workflow governance is higher).

Step 5: Final maturity level 

The overall VGMM score maps to maturity levels:

• Level 1 (0-30%): Ad hoc/unmanaged
• Level 2 (31-50%): Aware/emerging
• Level 3 (51-70%): Structured/defined
• Level 4 (71-90%): Integrated/coordinated
• Level 5 (91-100%): Optimized/sustained

Why questions change between models

Domain questions adapt to the maturity model being used.

SEOGMM questions focus on:

• Technical SEO governance (schema, redirects, crawl management).
• Content optimization standards.
• Performance monitoring and alerts.

LVMM questions focus on:

• Location data governance across distributed sites.
• Google Business Profile management and ownership.
• Review response workflows and accountability.
• NAP (Name, Address, Phone) consistency

IVMM questions focus on:

• Market-specific SEO governance across countries.
• Translation workflow and quality controls.
• Local compliance and regulatory requirements.
• Cross-market coordination and escalation.

Same governance principles, different operational contexts. An ecommerce company doesn’t need LVMM. A restaurant chain with 500 locations absolutely does.

Dig deeper: SEO’s future isn’t content. It’s governance

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Why you can’t (and shouldn’t) compare scores

VGMM scores are internal quality metrics, not competitive benchmarks. A 62% score doesn’t mean you’re ahead of another organization at 58%. Here’s why.

Weighting varies by business model

• Ecommerce company: Performance governance weighted 30%.
• Information publisher: Content governance weighted 35%.
• Service company: Workflow governance weighted 25%.

Domain combinations vary by organization

• Organization A: SEOGMM + CGMM + WPMM + IVMM (international).
• Organization B: SEOGMM + CGMM + WPMM + LVMM (multi-location).

Not comparing apples to apples.

Organizational context changes what scores mean

• Startup at 45% with 10 people = impressive, mature for size.
• Enterprise at 45% with 500 people = serious governance gaps.

Strategic priorities shape the score

• Organization prioritizing organic visibility: SEOGMM weighted higher.
• Organization focused on technical debt: WPMM weighted higher.

The only meaningful comparison is your organization against itself over time:

• Q1 2025: 42% (Level 2)
• Q3 2025: 58% (Level 3) ← Progress
• Q1 2026: 61% (Level 3) ← Sustained improvement

Use VGMM to answer:

• Are we improving quarter over quarter?
• Which domains are holding us back?
• Where should we invest in governance?
• Are SPOF conditions getting resolved?

Don’t use VGMM to answer:

• Are we better than Competitor X?
• What’s the industry average score?
• Should we publicize our score?

What VGMM scoring means for you

As an SEO practitioner, this scoring approach protects you.

You’re not being blamed

When governance assessment reveals gaps, managers are answering questions about organizational capability. They’re not evaluating your individual performance. The assessment asks, “Does the organization have documented standards?” not “Is the SEO person doing a good job?”

SPOF detection is your escape hatch

When SPOF questions flag that the organization depends entirely on you, leadership sees it as an organizational risk — not as proof you’re valuable. They can’t move to Level 3 until they fix it, which means resources for documentation, training, and knowledge transfer.

Weighted scoring highlights systemic issues

When content governance scores low, but SEO governance scores high, it shows other domains aren’t holding up their end. This redirects leadership attention to where governance actually needs strengthening.

Progress tracking shows your impact

When your organization moves from Level 2 to Level 3 over two quarters, you have concrete evidence that governance investments are working. This isn’t “traffic went up 15%,” it’s “organizational capability improved measurably.”

Dig deeper: SEO execution: Understanding goals, strategy, and planning

The difference between hero work and sustainable SEO

VGMM’s scoring approach is designed to:

• Diagnose organizational capability gaps without blaming individuals. 
• Make your implicit knowledge visible as institutional risk.
• Force leadership to address hero-dependency. 
• Track progress in ways that make governance investments defensible to finance.

The assessment focuses on whether the organization can sustain your work without you. That’s the difference between being an indispensable hero (exhausting) and being a strategic professional whose expertise is institutionalized (sustainable).

Opera brings its gaming browser to Linux users enabling better system control performance tuning and a highly personalized browsing experience.

Researchers from the University of Houston managed to increase the critical temperature for superconductivity by about 18 K at ambient pressure, but at −122°C, they are still 140°C away from the target.

There's an unmissable deal on an top-end Alienware gaming PC, fitted with an RTX 5080, 24-core Intel Core Ultra 9 285K, 64GB of fast DDR5 RAM, and a whopping 4TB SSD, all with a $800 saving that brings it down to just $3,999.99.

RendrKit is a design API built for AI agents. Your agent sends a JSON request with text and brand colors and receives a professional PNG in under two seconds. There’s no need for DALL-E or prompt engineering—just 69 deterministic templates that render pixel-perfect images every time.

RendrKit works with LangChain, CrewAI, OpenAI GPT Actions, MCP (Claude/Cursor), and n8n. You can use it via Python SDK, Node.js SDK, or plain REST, and a free tier is included.

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Tracium is a developer-first observability layer for AI systems. With a single line of code, it monitors agents and models in real time, tracing every request end-to-end across tools and steps while tracking token spend, latency, and total cost. It captures and classifies errors, supports per-tenant analytics, and lets you compare prompts, models, and routing with live A/B versioning. Use drift detection to spot shifts in inputs and outputs before performance degrades, and manage everything across customers, workspaces, and environments.

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Alexa+ makes voice assistants smarter and more natural than ever — but it may be solving a problem most people don’t actually have.

The 15-inch M4 MacBook Air (2025) just hit a record low of $1,099 at Amazon.

With its sleek design, solid performance, and playful features, the Nothing Phone (4a) Pro has won me over from my conservative old handset.

A new Xbox update is rolling out in the coming weeks with some big upgrades.

Spigen’s new AirPods Pro 3 case is inspired by Macintosh mice from the 1980s.

Geekom’s A7 2026 Mini PC delivers solid performance for creative tasks, everyday productivity and multitasking, and it's $140 off.

To celebrate the 11th anniversary of the Cities: Skyline franchise, Iceflake Studios has released a special Cities: Skyline 2 update featuring new gameplay features and two creator packs.

Here's how to watch The 50 online from anywhere in the world, including free options.

Nvidia has dug itself a huge hole with its DLSS 5 reveal, leaving game developers and gamers outraged by its use of generative AI.

Fujifilm asked fans which lens(es) it should make next from 14 concepts — and a dream travel zoom topped the poll.

24 leaders, backed by CISPE, was asking the European Union to carefully consider how it goes about driving tech sovereignty.

Apple has released an iOS 26.4 beta that fixes keyboard bugs, but some issues remain.

Gigabyte's Aero X16 laptop for creatives and professionals with Ryzen AI 7, RTX 5060, and 32GB RAM is $350 off — but you'll need to act fast as time is ticking.

A new trailer has been released for Housemarque's upcoming action game, Saros, highlighting its PS5-exclusive features.

Tubi launched its “Creatorverse Incubator” to help TikTokers create original shows exclusively for the streaming service.

The Los Angeles startup raised $50 million from Eclipse, a16z, Menlo Ventures, and others as it seeks to expand beyond sport boats.

The National Highway Traffic Safety Administration has upgraded its probe after finding more instances of Tesla's driving software struggling in low-visibility conditions.

The company is currently letting users in the U.K. try out Alexa+ for free via an early access program.

Uber is kicking off the partnership with an initial $300 million investment, while Rivian will provide as many as 50,000 autonomous R2 SUVs.

Copilot’s AI visuals misfired, showing Windows 11 with two Start menus and raising doubts about the reliability of its output.

A clever hack revives Windows 98 on a locked‑down internet appliance, but it's not what you'd call a practical PC.

Xbox has historically struggled in Japan, but it has arguably been doing better than ever in recent years. Microsoft is keen to keep the train going.

More than just a way to type, the KiiBOOM Phantom98 Lite is an upgrade for users' entire desktop experience. With its considered layout, keycaps design, premium typing feel, and seamless multi-device flow, this keyboard transforms everyday input into a daily joy, becoming the natural centerpiece of the workspace.

Thoughtful Colorways and Details
The Phantom98 Lite continues KiiBOOM's commitment to aesthetics, debuting with three themed colorways: Green Rainy Frog, Foggy Translucent, and Pink. Each curated color combination is designed to evoke a distinct atmosphere. Beyond the colorway, the textural contrast between the UV-glazed case and the PBT dye-sublimated keycaps adds depth to both the look and feel. Practicality is equally prioritized, with the magnetic nameplate discreetly storing the 2.4G receiver, ensuring style and function live in perfect harmony.

The achievement marks the first time scientists have built a device that can be charged, store energy, and release it again using the laws of quantum mechanics. The team, led by CSIRO physicist James Quach, calls the system a "proof of concept," transforming a theoretical model into a functioning nanoscopic...

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With its incredible open world, massive battles, flight, and stunning looks powered by Pearl Abyss' proprietary BlackSpace engine, Crimson Desert was one of our most anticipated PC games of 2026.

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As conversational search gains traction, the bigger question isn’t who has more users, but who can monetize them.

Google enters this phase with a massive advantage: mature ad systems, deep advertiser adoption, and decades of optimization. Early AI Mode signals point to a measured rollout.

The panic phase is over

After a period of panic within the company, Google’s built-in advantages, coupled with massive capital expenditures, have helped it regain ground on category leader ChatGPT in LLM search.

In December 2025, Google’s own code red became OpenAI’s code red.

The dust will continue to settle, and analysts have different takes. But one signal stands out: in a major validation, Apple has chosen Google to power its own AI.

It was perhaps premature to assume Google Search would simply lose to ChatGPT on product. That was the consensus at the start of 2025. Google shares fell about 30% from peak to trough before rallying 130%. Today, the company is valued at roughly $3.6 trillion, just behind Apple.

Why monetization will decide the winner

Why did Google’s recent progress in LLM conversational queries — in the form of AI Overviews and AI Mode — have such a large impact on the company’s valuation in such a short time?

Ultimately, it comes down to visibility of financial projections. In a company with so much to defend, Google’s CFO and leadership team needed to determine whether shifts in user behavior — in how search works and how it makes money — would weaken the business model or reinforce it.

Net-net: Google before the shift: huge. Google after the shift: ditto.

Visibility — in the sense of financial planning, not in the SERP — means a great deal to Google’s advertisers, too.

A large proportion of your annual digital advertising budget is likely allocated to Google. You also still care about how you appear in organic results and increasingly, how your company appears in AI Mode, ChatGPT, Claude, and similar environments.

“I’m fine with 30% less of my business coming in from Google, and figuring out lots of complicated ways to replace it,” … said no advertiser ever.

How monetization will play out in AI search

The competition between monetization models in LLM conversations — especially between the two leaders, ChatGPT and Google’s AI Mode — will play out differently from the broader race for overall user share. There are several moving parts to keep an eye on:

• Overall assumptions about ad formats and “how to monetize.”
• Pace of rollout.
• Whether users and public opinion recoil at ads.
• Advertiser success rates based on performance measurement.
• Advertiser adoption, including adoption by the agency ecosystem.
• Platform targeting options.
• Advantages of fuller-funnel ad journeys and data collection.
• Privacy, safety, policies, and enforcement.
• An all-encompassing consumer brand vs. a better mousetrap.
• And a few other factors.

Right now, OpenAI is at a critical moment because it’s still so early in its monetization. It’s still testing an inefficient auction model confined to a small group of large advertisers. (Some ads, from their pilot, spotted here.) It may be some time before more mature tools and reporting emerge.

Most recently, OpenAI brought ad platform Criteo (often used for retargeting) on as a partner. The Trade Desk, the world’s largest non-Google DSP for programmatic, is also in the mix. Some observers have speculated about deeper partnerships or even an acquisition of The Trade Desk, though that seems unlikely.

In any case, outsourcing inventory to programmatic partners is a pragmatic step in OpenAI’s monetization strategy. It also underscores how early the company is in building a scalable ads business.

Despite a broad rollout with partners, OpenAI is stepping back from “checkout in chat” integrations after limited adoption from both merchants and consumers. When your primary competitor has a 25-year head start, the learning curve is steep.

So does it make sense now for advertisers to lean into evolving Google user behavior and figure out how to ride the wave?

AI Mode considerations for Google advertisers

Expect the transition to more AI Mode sessions — and eventual monetization — to be smoother than initially anticipated. If you’re an advertiser, AI Mode need not equal panic mode.

How do these LLM sessions look to users? Obvious to you and me, but likely less so for many searchers.

Depending on how you search, AI Overviews may appear above other results on the SERP. That’s becoming a natural extension of Google Search sessions.

But that’s not the real conversational layer. The LLM workflow happens in AI Mode. How often users go there remains to be seen.

It’s improving quickly. Unlike ChatGPT, Google AI Mode downplays how it finds information, whether it is “reasoning,” and which model is being used. The experience feels relatively seamless.

It’s still early, but ads are already appearing in some cases. The key question is how this evolves, and what advertisers should be paying attention to.

The key areas to watch are:

• Extent of monetization.
• Different ways to monetize.
• Advertiser control and campaign types.
• Reporting.
• Funnel stage.

1. Extent of monetization

AI Mode is in a popularity contest and a price war with ChatGPT. Google will likely try to grind down competitors in LLM conversations by monetizing lightly and gradually. Perplexity and Anthropic, for their part, are completely shunning ads.

The result will be less ad volume in this space than you might expect. It may also increase the commercial value of organic visibility in LLM-driven results, leading to renewed focus on content and reputation fundamentals.

Forget ad campaign FOMO, then. It will be interesting to place ads alongside AI-driven sessions, but don’t break the bank. Implement, watch, and learn at your own pace.

2. Different ways to monetize

Experienced advertisers know there are a few ad formats to consider in any situation like this. The main ones would be: text ads triggered by keywords or similar signals, in a reasonably native format, and feed-based Shopping type ads.

Another way to make money is to allow direct checkout — to take a cut of transactions. As noted above, OpenAI is backtracking on this approach, though not eliminating it entirely. How important it will be for Google merchants (and Google itself) remains to be seen.

Google’s experience likely allows it, again, to play the long game, study the data, and bring partners and advertisers along for the ride, on an impressive scale.

Recently, Loblaw inked an integration deal with OpenAI. A week later, it made a similar deal with Google.

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3. Advertiser control and campaign type

In terms of execution, we’ll want to be on the lookout for which kinds of campaign types in Google Ads make your ads eligible to show in AI Mode.

You can learn everything you want about how ads will show in AI Overviews in Google’s help files. Unsurprisingly, text and shopping campaigns from Performance Max, standard shopping, and keyword campaigns make your ad eligible to show in AI Overviews.

Google says less about AI Mode in its documentation, for now.

Our agency recently received a Google deck outlining a “Shopping Expansion” beta. There’s little mention of AI Mode, though one table, in a subtle way, refers to both AI Overviews and AI Mode.

My expectation is that Google will gradually ease users into AI Mode and test ads sparingly. Even if ads appear in a small share of sessions — say 0.5% — that will still generate significant data and feedback.

Advertiser control will likely be even more limited than it is today. In the world of feed-based ads, you have some levers, but the massive machine learning that controls matching is held by Google and the real-world behavioral ecosystem.

To a lesser extent, that’s also how keyword matching works. Micromanagers won’t be too comfortable, but the impact of the ads could still be powerful, especially with data-driven attribution.

Here’s hoping new signals, new reporting breakouts, and new levers become available to advertisers. Namely: audiences including cool personas; demographics; novel larger buckets around life stages; novel characteristics we haven’t even dreamt of yet, such as their language ability level or aspects of how they interact with the LLM.

4. Reporting

The real question is: will reporting be transparent and insightful? We need to at least be able to look at all available metrics for ads that showed in AI Mode specifically. Time will tell. 

Microsoft seems to be the first out of the gate with AI-conversation-specific reporting breakouts. We expect no less from Google and are impatiently awaiting further guidance on this front — primarily on what kind of reporting will be directly available in the Google Ads interface.

It would be easy for the casual observer to blindly believe that somehow, you’ll never be eligible to show up in AI Mode or AI Overviews unless you adopt certain Google Ads campaign types. There’s a lot of rhetoric around AI Max. 

I’d advise advertisers to do their own research and run their campaigns to suit themselves. Hint: AI Max isn’t the only magical gateway to AI-using users and might not even be a good or appropriate one for many advertisers.

Once reporting is beefed up, you’ll want to know how well the AI-specific inventory is doing, however your campaigns wind up serving there.

5. Funnel stage

But that leads us to a wrinkle. Although ads appearing astride AI Mode conversations could certainly be low-funnel (think Shopping ads in high-intent situations), much of the opportunity here is thematic. Your company may now enjoy new opportunities to associate itself with higher-order thinking, new audience definitions, and new intent characteristics.

This opportunity probably comes to your door dressed up as “lower ROAS.” It may be tempting, therefore, to shy away.

That’s a mistake.

Why?

Like what happened when everyone started using mobile phones, that’s where the consumer will be. Ugly early numbers shouldn’t blind us to the imperatives associated with scale.

When the funnel moves, everything moves

Midsized to larger advertisers should step back and reimagine how they approach growth and market impact. There are meaningful opportunities for companies to align more closely with their audiences.

This has little to do with AI Max, and everything to do with how LLM-driven research works. Compare how publishers have traditionally assembled consumer personas — often from fragmented behavioral signals — with the much richer context that can emerge from ongoing interactions with an LLM.

A net shift up-funnel could follow. Imagine a world where a significant share of Google search sessions takes place within conversational experiences. Your ads will need to show up there, where appropriate. If that happens, your funnel — and your competitors’ — will move with it.

Will you be ready?

Add an eye-catching AMOLED display to your PC and keep your processor cool at the same time with Thermalright's Wonder Vision 360 UB ARGB AIO cooler.

Samsung to remain primary HBM memory supplier for AMD's AI accelerators as the companies look into possible foundry relationship.

Kioxia has developed a new AI SSD that is designed to provide a secondary cache for Nvidia AI GPUs. The new drive comes with the manufacturer's XL-Flash that is SLC based and performs at over 10 million IOPS.

8BitDo has released the 2.4 GHz version of its popular 8BitDo 64 controller; it ships with a Retro Receiver inside the box that can even be connected to an actual N64 console. The receiver can also be bought separately to work over a Bluetooth Low Energy (BLE) connection with most 8BitDo first-party controllers, and other third-party ones, too.

SoloDeskPad prepares UK sole traders for Making Tax Digital and cuts admin so you can focus on work. It checks your MTD readiness, schedules quarterly HMRC reminders, and keeps records tidy with a mileage and expense logger. It also helps you get paid with automated late-payment chasers and creates UK-law-aware contracts from a short form. Join the waitlist to be ready before the 6 April 2026 deadline.

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Security teams have spent years building identity and access controls for human users and service accounts. But a new category of actor has quietly entered most enterprise environments, and it operates entirely outside those controls. Claude Code, Anthropic's AI coding agent, is now running across engineering organizations at scale. It reads files, executes shell commands, calls external APIs,

Season 7 might have only just finished, but we've got questions. Here's everything we know so far about Netflix smash, Virgin River season 8.

Rumors are swirling that we might finally get to see the screenless Cirqa smart band after months of speculation.

The outstanding DJI Mini 4K just hit a brand new record-low price at Amazon today thanks to a surprise deal.

Most developers want AI to explain its reasoning so they can validate outputs – autonomy can come later.

These budget-friendly buys from just £2 will help you sort and store more effectively.

Daredevil actor Charlie Cox has seemingly dashed Marvel fans' hopes of a big-screen team-up with Tom Holland's webslinger.

Don't get it twisted: new Taylor Sheridan show The Madison has nothing to do with Yellowstone. But the 'fights' the cast promise in the final season 1 episodes have me thinking otherwise.

The Philips OLED760 is a great option in the entry-level OLED market from, with its Ambilight adding a unique twist.

Critical minerals startup Nth Cycle is betting that its modular approach to nickel refining can make the practice viable in the U.S. and Europe.

Google's John Mueller implies that Googlebot crawling 404 pages is a positive sign about that site's content.

The post Google: 404 Crawling Means Google Is Open To More Of Your Content appeared first on Search Engine Journal.

The Optiscaler community has done what AMD couldn’t: bring FSR 4 to RDNA 2 The Optiscaler Community has come together to create an improved version of AMD’s leaked FSR 4 INT8 version. With this new version, FSR 4.0.2b, users of RDNA 2 graphics cards can now use AMD’s improved upscaler with significantly less ghosting. Furthermore, […]

The post Optiscaler delivers improved FSR 4 version for AMD RDNA 2 GPU users appeared first on OC3D.

Opera GX is now on Linux. The gaming browser from Norwegian company Opera now brings its signature performance controls, gaming integrations, and unparalleled options for customization to the platform. Demand for a Linux version of Opera GX has hit a breaking point across gaming subreddits, Discord and Linux forums, with gamers and developers consistently asking for the browser to support the platform in public communities and other forums. With this release, Opera GX delivers what many in the community have been waiting for: a gaming browser that aligns with Linux's privacy-first mindset while still meeting the high-performance expectations of modern gamers.

"PC gaming has long been associated with a single dominant platform, but that's changing. Bringing GX to Linux users - who are renowned for the control they like to exert over their tools - means gamers and developers can manage browser resources, customize their setup, and keep their system performing exactly the way they want," said Maciej Kocemba, Product Director, Opera GX.

TrendForce's latest research on the foundry industry reveals that continued investment in the AI arms race by North American CSPs and AI startups will keep demand for AI processors and supporting ICs strong in 2026. Global foundry revenue is projected to grow 24.8% YoY to approximately US$218.8 billion, with TSMC expected to post the largest increase of around 32% YoY.

Demand for advanced nodes will continue to be driven by AI GPUs from companies such as NVIDIA and AMD. Meanwhile, North American CSPs, including Google, AWS, and Meta, and AI startups such as OpenAI and Groq, are accelerating the development of their own AI chips. Many of these designs are expected to enter volume production and begin shipping in 2026, becoming key drivers for 5/4 nm and more advanced process technologies.

If you are a long-time Counter-Strike player, you know how magazine reloading works. Whenever you reloaded in a Counter-Strike game, any leftover ammunition from your magazine would be returned to your reserve supply. However, Valve is now changing this rule after decades of Counter-Strike gameplay. With the latest update, Counter-Strike 2 is introducing a change where reloading will discard your remaining magazine, essentially depleting your ammunition supply. This alters what used to be a standard procedure for gamers. Even after firing a single bullet, players would reload to keep their supply high in case of nearby combat. However, this has now changed in CS2 to make the experience feel more realistic and to introduce higher stakes for both sides. Careful planning, ammunition purchasing, and balancing will now better represent a real-world scenario.

ValveWhen you reload in CS2, the leftover ammo in your magazine is dumped back into an essentially endless reserve supply. And so the decision to reload has never offered significant trade-offs—in a safe position with enough time, you might reload after firing a single bullet, or half a mag, or after firing down to empty, and the rest of the round would be unaffected. We think the decision to reload should have higher stakes, so in today's update reloading has been redesigned. Now, when you reload, you'll drop the used magazine and discard all of its remaining ammo. Instead of 'topping off' your weapon with a few bullets, a new full magazine will be taken from the reserves whenever you reload.

Laptops powered by Intel's latest Core Ultra 200HX Plus mobile processors won't arrive all at once but will instead be released in stages, according to PC World. Intel is supplying its OEM partners with these chips in waves. Some OEMs are receiving the chips first, while others will have to wait weeks before their shipments arrive. For example, Lenovo and Razer are the only OEMs that can immediately ship their new laptops based on the Core Ultra 200HX Plus chips. Customers of other brands, such as Dell, will have to wait until the end of March, while MSI laptops will ship in the second quarter of this year. Perhaps the most delayed is ASUS, whose laptops will hit the market in late May, allowing ASUS fans and customers to get the new "Arrow Lake-HX Refresh" CPUs.

When considering the reasons for such limited availability at launch, we need to examine Intel's supply chain for the "Arrow Lake-HX." Since TSMC manufactures this generation, Intel's capacity allocation is limited to what the company set months ago. As a result, Intel is supplying these CPUs in waves as they come out of TSMC's fabs. If the process were internal to Intel, the company would likely manage manufacturing more easily with a predictable supply. If the launch involved a server-grade processor or something with a higher margin, Intel would likely allocate more TSMC capacity beforehand. However, since this generation serves the lower-margin mobile market, the current allocation is working adequately, just with a bit of a delay. Below is a complete list of design wins that Intel has secured from OEMs and its partners for Core Ultra 200HX Plus processor family.

Patel defended the practice as lawful and useful for national security work, citing compliance with the Electronic Communications Privacy Act.

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North Korean army of IT workers infiltrates western companies to make money for the nation.

Following in Nvidia's footsteps, Intel has now officially adopted Microsoft's Advanced Shader Delivery to make shader compilation much faster in games. Intel is calling it Precompiled Shader Distribution and it's available on a bunch of Arc GPUs right away, supported in 11 games at launch, with more likely to follow. AMD is now the only company left who hasn't officially embraced this feature.

Australian researchers have reportedly created the world's first quantum battery prototype.

The Exascend PE4 16TB, one of the first 16TB M.2 SSDs, has gone up for purchase on Amazon for a jaw-dropping $15,935.

BabyMealBot lets you send any recipe link or screenshot to WhatsApp and returns a baby-safe version tailored to your child's age and allergies. It extracts ingredients, steps, and tips from TikTok, Instagram, YouTube, and recipe websites, then saves meals to an organized, searchable cookbook. Create grocery lists with one tap and share access with family so everyone stays in sync. Start with three free recipes, then choose simple plans for personal or family use—no app download required.

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Hire AI specialists for marketing, sales, support, and more

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A new exploit kit for Apple iOS devices designed to steal sensitive data from is being wielded by multiple threat actors since at least November 2025, according to reports from Google Threat Intelligence Group (GTIG), iVerify, and Lookout. According to GTIG, multiple commercial surveillance vendors and suspected state-sponsored actors have utilized the full-chain exploit kit, codenamed DarkSword

MPs, local councils and government regulators including Ofcom and Ofsted continue to invest in VPN technology despite increasing political scrutiny

A tiny ChatGPT prompt addition condenses overly detailed answers into genuinely useful ones.

ExactOnce is an API for creating and consuming single-use actions with atomic guarantees. It resolves concurrent requests deterministically, prevents duplicate side effects, and returns clear failure states like already_used or expired. You can time-bound actions, add optional PIN protection, and get an immutable audit trail. Batch-create actions via CSV for use in magic links, invitations, password resets, secure downloads, approvals, and one-time codes.

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Renamer.ai is an AI-powered file renaming tool that looks inside your files to understand what they are, renaming thousands of them in seconds. Drop a folder full of IMG_4382.jpg, Screenshot 2026-02-13 at 10.43.12 AM.png, and Untitled-3-final-v2.pdf files, and get back clean, descriptive filenames without manually touching a single one.

Most batch renamers require you to write rules and patterns. Renamer.ai skips all that; the AI reads the content of each file—images, documents, assets—and generates meaningful filenames on its own. It's available on Windows, Mac, and web, with no naming conventions to memorize, no regex to learn, and no manual sorting ever again.

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The Dyson V10 Konical is available now in Australia

After compressing models from major AI labs, including OpenAI, Meta, DeepSeek, and Mistral AI, Multiverse Computing has launched both an app that showcases the capabilities of its compressed models and an API that makes them more widely available.

According to Insider Gaming, Sony will soon be rebranding the PlayStation Network branding, including "PSN," by September 2026. This news comes by way of an email sent to developers in preparation for the branding shift—likely as a way to ensure that future game marketing messaging reflects the change. The email explains that the shift away from PSN and PlayStation Network "properly capture the breadth of our evolving digital service," but that the change is merely a branding exercise, so it seems unlikely that the actual functionality of the service will change. At the time of writing, it's unclear what will replace PSN and PlayStation Network, but it seems reasonable to assume some more generic branding will take its place. The full email follows.

Nametastic exists because naming a startup shouldn't take longer than building one. Describe your business idea in a few sentences, and the AI generates over 1,000 brandable suggestions - each scored for memorability and pronounceability, each checked against live domain registries across 50+ extensions in real time. The best ideas surface first, and you can see what's available without leaving the page.

Most generators combine random word fragments and hope something sticks. Nametastic actually reads your description, understands the concept, and produces options that fit your industry and tone. Five minutes from idea to a shortlist with available domains. Free, no signup required.

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Perplexity's AI browser & assistant

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The internet-native payment standard for AI agents

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An artist platform using a self-contained Doodles IP LLM

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Turn your idea into a real business with AI

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Your bank balance in your Mac menu bar

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Startup data via API

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Realtime meeting notes that don’t leave your Mac

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A tiny pixel crab that lives on your Dock

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One click accept/reject notifications for Claude Code

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Local AI coding assistant for your terminal using Ollama

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Agentic AI browser and assistant for mobile by Perplexity

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Build AI-powered MCP servers in the cloud

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Pixel office for AI agents and multi-agent collaboration

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The fast, clean note app Evernote used to be

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Offload your test suite to speed up the agent loop

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Best Coding Plans with open source models. No lock-in.

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Your private, planet-friendly AI assistant from the UK.

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Pulls website design tokens into standard W3C DTCG JSON

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Your always-on AI agents to monitor the web, now on iOS

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Secure MacOS SSH with AI editor, file browser, drag-drop

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The Agentic Business Suite that replaces your entire stack

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Predict and validate cloud architectures before launch

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Your Tesla screen is now a wireless second display

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Open source AI calendar scheduler that lives in Gmail

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Your Local AI Music Studio for macOS

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3D device frame screen recording for macOS

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AI that watches your session replays and detects issues

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Xiaomi's flagship agentic and omni-modal foundation models

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Track AI Agents with a single line of code

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The loyalty program for travelers with taste

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Start a project with just a prompt on Netlify

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AI agents that run your operations (Open source)

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Self-evolving AI model powering autonomous agents

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Vibe design beautiful production-ready UI in seconds

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The U.S. Cybersecurity and Infrastructure Security Agency (CISA) has urged government agencies to apply patches for two security flaws impacting Synacor Zimbra Collaboration Suite (ZCS) and Microsoft Office SharePoint, stating they have been actively exploited in the wild. The vulnerabilities in question are as follows - CVE-2025-66376 (CVSS score: 7.2) - A stored cross-site scripting

Nvidia CEO Jensen Huang is sounding the alarm about the dangers of AI "doomerism' — and he isn't wrong

With top brands including Sony, Sonos, Bose and JBL all discounted, now is a fantastic time to upgrade your personal audio.

The AI-powered virtual assistant has been learning all about British life, accents, and particularly football.

Edra, a New York-based startup that says it helps companies automate workflows by turning their existing operational data into a living knowledge base, just picked up a meaningful vote of confidence: a $30 million Series A led by Sequoia.

Google and DocMorris have announced a partnership to create a more intuitive and supportive digital health experience.

NeuralOps is an AI-powered work rhythm intelligence for distributed teams that delivers visibility without micromanagement. It maps focus, collaboration, and recharge patterns, shows real-time activity dashboards and screenshots, and highlights focus time versus meetings and burnout risks. Teams stay in control with transparent tracking, clear indicators, and one-click pauses, with no keystroke logging. Managers coordinate better with team and individual views, while AI nudges help improve workflows across macOS and Windows. Save up to $12K annually compared to similar products.

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founder/mode helps founders publish high-performing LinkedIn content in less than 30 minutes a week. Share voice notes, transcripts, and links in a shared knowledge base, then its fine-tuned model drafts posts in your tone while human editors refine every line.

Approve with one click and schedule to post, keep your voice consistent, and turn ideas into conversations with customers, partners, and leads

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Google delisted the image conversion tool earlier this month, but not before it had likely been modifying thousands of users' browsers for several weeks. The group behind the compromise has also been linked to dozens of other hijacked Chrome and Edge extensions.

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S2Flow is a Business OS that uses AI agents to run and improve marketing, sales, and e-commerce operations. You set goals and KPIs, and it generates strategies, assigns agents across departments, and executes tasks like ads, content, SEO, email, and reporting while continuously optimizing to hit targets.

You control guardrails via a strategy queue that auto-applies high-confidence actions and flags others for review. S2Flow tracks metrics such as ROAS, pipeline velocity, and average order value, feeds results back into planning, and keeps your growth engine improving without manual orchestration.

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Arch Tools provides 61 production-ready AI tools via a single REST API and MCP protocol. These tools include code analysis, web scraping, image generation, NLP, sentiment analysis, crypto data, search, and more. You pay per API call with x402 USDC micropayments on Base, Polygon, Avalanche, and Solana, or you can use traditional API keys. AI agents can discover tools through MCP and pay autonomously without human approval. A free tier offers 100 credits per month, and TypeScript and Python SDKs are included.

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Amazon's Big Smile Sale continues to deliver with discounts on home tech, and I've found the best deals under AU$100.

Crimson Desert is one of the biggest new games of 2026, and thanks to this excellent deal, you can get it for a sweet discount at launch.

In the lead-up to the official launch, Gnome 50 has been previewed in beta via distributions like the Fedora 44 beta, but the updated version of the desktop environment, dubbed Tokyo, has officially launched in stable form, bringing with it a slew of long-expected changes—although some features did not make the cut for Gnome 50 and will be pushed back to Gnome 51. The biggest additions to Gnome 50 are the official launch of variable refresh rate and fractional scaling, both of which are enabled as long as the hardware supports it. Beyond implementing VRR and fractional scaling, Gnome 50 also features a low-latency cursor mode that allows the cursor to refresh independently from the window behind it when VRR is active. It also features workarounds for the NVIDIA driver for stuttering and frame timing issues, which should result in "noticeably smoother window animations and general desktop fluidity for users with NVIDIA GPUs."

The desktop UI also now features a power profile indicator, which is a nice quality-of-life feature for laptop users; the settings app also now has a toggle for reduced motion for accessibility, as well as parental control with daily screen time limits, app restrictions, and schedules for child accounts. With Gnome 50, the developers have implemented bug fixes to the color management and display calibration options, making it more viable for creatives doing color-sensitive work, and the sound settings screen also more clearly denotes input and output audio devices and volumes. The remote desktop functionality in Gnome now features GPU acceleration, which is nice for high-performance applications or Unfortunately, while a great many changes were made in Gnome 50, mostly enabling better performance, enhancing security, or polishing the UI, session restore functionality did not make the cut for Gnome 50. Gnome 50 also removed the Mutter backend code for X11 support entirely, which has been a somewhat controversial choice, given that some workflows and features are still unable to be replicated on Wayland.

Scientio is a knowledge management platform that helps you capture ideas, plan projects, and publish knowledge bases. It uses an AI-first chat interface to create markdown pages and journals compatible with Obsidian and Logseq, while automatically indexing topics and cross-referencing notes. Share read-only online knowledge bases so others can browse your research or documentation without making changes.

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Rabbit’s Cyberdeck revives the Vaio P concept, offering a portable, Linux-based vibe coding device with affordable pricing and customizable hardware.

How a single gym exercise — the farmer's carry — can prepare your body for life after 50.

Elipson's new active speakers have extensive wired and wireless connectivity including an MM phono stage and aptX HD

A rogue AI agent inadvertently exposed Meta company and user data to engineers who didn't have permission to see it.

Altman expresses gratitude for people who knew how to write their code from scratch. The internet replies with salty jokes.

The feature enables Shorts viewers to generate their own videos based on a scene from a clip.

LinkedIn's expanding its opportunities for advertisers to align their promotions with creator content. 

Meta's added Manus, the AI agent platform it recently acquired, into several business elements.

So rather than muting a Reel when you tap, it will now pause the playback.

The program will see creators with large followings on other platforms paid a monthly rate to share the same on Facebook.

Horizon Worlds will become a mobile-only experience, with no VR element.

LinkedIn says that millions of users play its in-app puzzle games every day.

Crimson Desert reviews and its Metacritic score are here. Does Pearl Abyss' massive adventure game live up to the hype? Here's what people are saying.

I've never played a single-player game of this scale. A kingdom begging to be lost in.

Intel has quietly rolled out a new mobile CPU in the Raptor Lake lineup, the Core i7-13645HX. The chip is built with Intel's 10 nm process and splits its 14 cores across six Performance cores and eight Efficient cores, just like the Core i7-13650HX. That means both share the same 20-thread count, 24 MB of Smart Cache, max turbo clock at 4.9 GHz, and power specs: 55 W base, 157 W peak. However, there are some differences. The i7-13645HX supports DDR5-5600, up from 4800 on its older sibling. With that comes also an increase in memory bandwidth to 89.6 GB/s, up from 76.8 GB/s. It also sports a more capable Intel UHD Graphics P730 with 32 execution units versus just 16 on the i7-13650HX. The older part still has a slight edge in efficiency: its E-cores can boost to 3.6 GHz, while this one tops out at 3.5 GHz. But for users who need faster memory and better integrated graphics, especially those running light gaming or video workloads, the new chip might be the better choice.

Compared to the i7-13700HX, which has eight P-cores, a higher boost clock (5.0 GHz), 30 MB cache, and slightly more power headroom, this one feels like something in between, less raw performance than the top-tier HX model but with better memory support. Intel rebranded Raptor Lake as Core 200 series in late 2024, positioning it for higher-end laptops. The i7-13645HX appears to be part of that push: a refined option for systems targeting mainstream performance without stepping up to the full HX stack. No official pricing yet, as this is likely to show up in select gaming and creator machines over the next few months. Remember that just this Tuesday, Intel rolled out its Core Ultra 200HX Plus mobile processors, including the Core Ultra 9 290HX Plus and Core Ultra 7 270HX Plus. These processors add new features and architectural refinements, including support for the new Intel Binary Optimization Tool that can improve native performance in select games.

Jeff Kaplan's new game studio, Kintsugiyama, recently announced The Legend of California as its first title—a Western-inspired open-world, online FPS exploration game with shades of the survival-craft genre. Kaplan, who previously served as lead designer on Overwatch, said that The Legend of California was slated for a 2026 launch, but it now seems as though Kaplan was serious, with the game studio announcing a public alpha playtest in a new video on YouTube. The playtest will start on March 26 and end on March 30, while participants can sign up on the Steam store page and will be selected randomly via Steam sometime around March 25. The playtest will be online-only, and players will be able to play solo or in a squad of up to four players.

In the playtest announcement video, Kaplan admits that it will be a limited playtest, so not everyone who registers will get a slot to play. Kaplan calls it the "next important moment for the development of this game," suggesting Kintsugiyama will use the data and feedback gathered from the playtest for further improvement and development of the game. A FAQ on the game's Steam page claims that there will be another playtest "in summer," and that the game will launch in Early Access before getting a full release. The FAQ also addresses the game's minimum hardware requirements, which were seemingly added to the Steam page along with the playtest announcement. According to the FAQ, the minimum hardware specifications—an NVIDIA GeForce RTX 2060 Super 8 GB or AMD Radeon RX 6600 8 GB, 16 GB of RAM, and an Intel Core i7-10700K or AMD Ryzen 7 3700X—will target 30 FPS, while the recommended spec—an NVIDIA GeForce RTX 3080 or AMD Radeon RX 6800, 32 GB RAM, and an Intel Core i7-12700K or AMD Ryzen 7 5700X—will target 60 FPS.

We benchmarked Crimson Desert across 40 GPUs to see how it performs at 1080p, 1440p, and 4K. Here's what to expect from your system - and how well it's optimized for modern hardware.

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We tested 20 CPUs in Crimson Desert to see how performance holds up with various gaming processors. The results are positive, showcasing Pearl Abyss’ unique BlackSpace engine that’s been in development for years.

EthosOne is a governance platform built for independent schools. It centralizes board reporting, state-aligned compliance calendars, and ISO 31000 risk management so leaders can see obligations, owners, and evidence at a glance. Schools document controls, manage duty of care for camps and excursions, and keep every artifact accountable, turning oversight into an active, consistent process across Australia.

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Crimson Desert provides a fantastic open-world experience, which thrives in puzzle-solving, finding surprises, and combat that rivals the best out there.

FEVM’s ultra-thin mini PC packs Panther Lake CPU, three M.2 slots, 10GbE, and dense ports into laptop-like dimensions.

Amazon has a 21% discount on the Turtle Beach Velocity Flightstick, a mid-range flightstick that will let Xbox and PC users experience flight and space sims with superior controls, immersion, and comfort compared to traditional controllers.

Double Fine’s Kiln launches April 23, 2026 across Xbox, PlayStation, and PC, with closed and open beta tests available ahead of release. The multiplayer pottery brawler will also launch on Game Pass Ultimate.

EA's best-selling shooter Battlefield 6 is once again free to play for a week, but the free trial only includes a limited selection of maps and modes.

Seeing the hype around custom wallpapers led me back to Lively Wallpaper. It’s an open-source standout with a native Windows 11 look, but I found one specific feature that uses an astronomical amount of memory.

Much has been said about NVIDIA's recent DLSS 5 announcement, with many criticisms of the tech stemming from how the neural rendering potentially alters the artistic vision and tone of the game. While NVIDIA insists that developers remain in full control, and that the game studios were involved in creating the promotional in-game imagery used to show off the neural rendering features, a new report from Insider Gaming suggests this might not have been the case.

According to game developers from both Capcom and Ubisoft who spoke to Insider Gaming, while the individual studios may have been involved in marketing DLSS 5, the teams who worked on them were just as surprised by the results as the rest of the gaming community. A Ubisoft developer is quoted as saying "We found out at the same time as the public," while developers at Capcom expressed similar sentiments, stating that it was surprising to see Capcom, who has generally been protective of its IPs when it comes to AI involvement, getting involved in the marketing for DLSS 5. Further, the Capcom developers expressed concern at how DLSS 5 might change how Capcom approaches generative AI and its role in game development.

During today's Future Games Show Spring Showcase, developer and publisher Nordcurrent revealed Defender of the Crown: The Legend Returns. The beloved 1986 strategy experience is coming to PC (Steam, GOG), Nintendo Switch, PlayStation 5, and Xbox Series X|S, and will include three modes: Retro Mode, Classic Mode, and Kingdom Mode. An Amiga hallmark, the title has been rebuilt to bring the Saxon-Norman conflict to a new audience with modernized visuals, refined mechanics, and an ambitious expansion of its classic formula.

England is a land of chaos where the crown has been stolen, and the King is dead. Players must step into the boots of a Saxon lord to outmaneuver rival Normans, raise armies, and reclaim the throne. This remake preserves the design of the original, while updating the experience with cleaner systems and meaningful quality-of-life enhancements.

Micron Technology, Inc. (Nasdaq: MU) today announced results for its second quarter of fiscal 2026, which ended February 26, 2026.

Fiscal Q2 2026 highlights

• Revenue of $23.86 billion versus $13.64 billion for the prior quarter and $8.05 billion for the same period last year
• GAAP net income of $13.79 billion, or $12.07 per diluted share
• Non-GAAP net income of $14.02 billion, or $12.20 per diluted share
• Operating cash flow of $11.90 billion versus $8.41 billion for the prior quarter and $3.94 billion for the same period last year

Earlier this week we reported that the memory shortage was going to persist until late 2028, but news out of Korea now suggests it might stick around all the way until 2030. SK Group Chairman Chey Tae-won is quoted by The Korea Times saying that "The shortage stems from a lack of wafer capacity, and securing additional wafers takes at least four to five years," continuing "We expect the industry-wide supply shortfall to persist at over 20 percent through 2030."

The company is apparently looking at ways to stabilise pricing, but as to when this will happen, is anyone's guess at this point in time. In this specific case, it's down to SK hynix CEO Kwak Noh-jung to try and resolve the immediate situation. SK Group doesn't seem interested in building fabs outside of South Korea either, as Chey also told The Korea Times that "Korea already has the infrastructure in place, allowing for a much faster response. That is why we are concentrating our efforts here." There is at least some good news here, as it doesn't seem like SK hynix will put its entire focus on HBM memory, as the company is aware that might lead to further shortages of DRAM, which will affect the broader tech industry.

According to an unnamed Microsoft insider quoted by Financial Times, the company is prepared to sue OpenAI and Amazon if they move forward with the deal. "We know our contract, and we'll sue them if they breach it," the person reportedly told the publication, arguing that OpenAI cannot offer Frontier...

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BuildLabs turns plain language into production-ready full-stack applications. It generates a React + Vite frontend, a NestJS backend, and a Prisma + PostgreSQL database on Neon, all in exportable TypeScript you own. Use a live preview and chat to iterate features, refine UI, and fix details. Projects include JWT auth, protected routes, and real data. Export code or deploy with one click to Vercel and Railway. Scale from solo work to teams with workspaces, role-based access, and priority support on paid plans.

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We investigated the Nvidia GTC 2026 merch store, so you don’t have to.

Inventec VeilBook concept laptop introduces a sliding keyboard that covers the touchpad.

In a new filing, the Trump administration backs Hegseth's designation of Anthropic as a national supply chain risk.

Internet opinions come pouring in as BMW unveils its upcoming electric i3 — arguably one of the most important cars for the German brand in years

Nothing CEO Carl Pei says AI agents will eventually replace apps, shifting smartphones toward systems that understand intent and act on a user's behalf.

Nvidia's networking business raked in $11 billion last quarter despite getting significantly less fanfare than chips and gaming.

Google’s AI Overviews now appear on 14% of shopping queries, up 5.6x from 2.1% in November 2025, according to new Visibility Labs analysis.

• Ecommerce brands have been mostly unaffected by AI-driven click loss in Search. That seems to be changing.

Why we care. As Google’s AI Overviews expand across product searches, ecommerce brands face a growing risk of losing visibility and clicks before shoppers reach standard organic or Shopping listings.

The details. The analysis targeted product-intent keywords tied to results with a Shopping box, paid or organic — terms like “weighted blanket,” “mushroom coffee,” “protein powder,” and “blue T-shirts.”

• That produced 20,900,323 shopping keywords.
• Of those, 2,919,229 triggered an AI Overview — 14.0% penetration.

What they’re saying. Report author Jeff Oxford, founder and CEO of Visibility Labs, concluded:

• “Focusing on AI SEO is no longer a luxury, it’s becoming a necessity. Ecommerce sites need to think beyond traditional SEO and start incorporating AI SEO best practices into their search optimization strategy.”

The report. AI Overviews Now Appear on 14% of Shopping Queries, Up 5.6x in 4 Months (Study of 20.9M SERPs)