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TechSpot
- AI images are getting harder to spot, but physics still gives them away if you know where to look
AI images are getting harder to spot, but physics still gives them away if you know where to look
A study published in the journal Science explains that while modern image generators are rapidly improving, the models behind them remain fundamentally ignorant of how light and geometry work in the real world. Measuring simple details like reflections or shadows can still give away a fake photo β that gap,...
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BetaList - Discover tomorrow's startups, today
- PLAI MUSIC β Upload AI music, grow your audience, and start earning today
PLAI MUSIC β Upload AI music, grow your audience, and start earning today
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BetaList - Discover tomorrow's startups, today
- Hobbimate β Find hobby partners nearby and turn your hobbies into hangouts
Hobbimate β Find hobby partners nearby and turn your hobbies into hangouts
Discover a fresh way to meet people nearby who share your hobbies. Hobbimate connects you with like-minded hobby partners based on your interests, skill level, and personality, making it easy to turn shared passions into real-world hangouts. Whether your passion is running, tennis, basketball, padel, or trying something new, Hobbimate helps you find your perfect match. Choose to compete, train, or play for funβthe experience is yours.
Find, Connect, Play.
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TechRadar - All the latest technology news
- Hacks season 5 episode 7 finally gives us the Ava-Deborah romance fan-fiction we've been waiting for β it's just a shame that none of it is real
Hacks season 5 episode 7 finally gives us the Ava-Deborah romance fan-fiction we've been waiting for β it's just a shame that none of it is real
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TechRadar - All the latest technology news
- Kobo's new 'whimsical' cases are gorgeous, but they aren't the hardware releases I was hoping for this year
Kobo's new 'whimsical' cases are gorgeous, but they aren't the hardware releases I was hoping for this year
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BetaList - Discover tomorrow's startups, today
- AI People Search β Upload a face to find matching photos and source links across the web
AI People Search β Upload a face to find matching photos and source links across the web
AI People Search lets you upload a face and instantly scan the public web for exact or highly similar images with clickable source links. Its deep-learning facial recognition analyzes billions of images across social media, news sites, and public records to return verifiable matches in seconds. The platform prioritizes privacy by processing images in real time and deleting uploads immediately. Use it to find people, verify identities, or trace images, with a freemium model that offers basic searches before upgrading for unlimited results.
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BetaList - Discover tomorrow's startups, today
- calckit β Fast, ad-free calculators for finance, health, and everyday math
calckit β Fast, ad-free calculators for finance, health, and everyday math
calckit offers a collection of free, ad-free calculators for everyday math, personal finance, health, and conversions. Get clear answers fast for mortgages, loans, savings, ROI, taxes, BMI, calories, currency exchange, and unit conversions with no account required. Built by Yaro Labs, calckit runs in your browser and provides precise results with helpful breakdowns so you can make decisions confidently.
Bluespine
AI claims review for employer health plans
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TechRadar - All the latest technology news
- This Californian start-up just shocked the haulage world with its weird, cab-less autonomous delivery bot
This Californian start-up just shocked the haulage world with its weird, cab-less autonomous delivery bot
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TechRadar - All the latest technology news
- I thought this universal Apple Watch cable was a gimmick, but now I won't travel without it
I thought this universal Apple Watch cable was a gimmick, but now I won't travel without it
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TechRadar - All the latest technology news
- PlayStation's Hyperpop DualSense Controllers are vibrant, glossy, loud, and hard to ignore
PlayStation's Hyperpop DualSense Controllers are vibrant, glossy, loud, and hard to ignore
Threads adds new posting options and animated mini stickers
The platform will automatically separate longer text blocks into multiple posts, as well as offer a limited rollout of animated stickers.
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Latest from Tom's Hardware
- Devastating 'Dirty Frag' exploit leaks out, gives immediate root access on most Linux machines since 2017, no patches available, no warning given β Copy Fail-like vulnerability had its embargo broken
Devastating 'Dirty Frag' exploit leaks out, gives immediate root access on most Linux machines since 2017, no patches available, no warning given β Copy Fail-like vulnerability had its embargo broken
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TechRadar - All the latest technology news
- The yearly NBN price hike is imminent β here's how much more you can expect to pay
The yearly NBN price hike is imminent β here's how much more you can expect to pay
Quordle hints and answers for Friday, May 8 (game #1565)
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TechRadar - All the latest technology news
- NYT Connections hints and answers for Friday, May 8 (game #1062)
NYT Connections hints and answers for Friday, May 8 (game #1062)
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TechRadar - All the latest technology news
- NYT Strands hints and answers for Friday, May 8 (game #796)
NYT Strands hints and answers for Friday, May 8 (game #796)
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TechRadar - All the latest technology news
- The RAM crisis isn't alone anymore, PC users β a new report suggests there is now a motherboard manufacturer crisis, and it seems it's only going to get worse
The RAM crisis isn't alone anymore, PC users β a new report suggests there is now a motherboard manufacturer crisis, and it seems it's only going to get worse
Ramp in talks to hit $40B+ valuation, 6 months after reaching $32B
OpenAI launches new voice intelligence features in its API
Meta announces AI support for SMBs and rural companies
Joel Kaplan, Metaβs chief of global affairs, said the initiatives were part of a broader push to help U.S. entrepreneurs use artificial intelligence tools.
TikTok users are motivated by affiliate links
Donte Murry, the platform's director of beauty, wellness and personal care, told Glossy that it was important to meet shoppers where they are.
Meta challenges latest legal penalties

The Facebook and Instagram owner is trying to have U.K. fines re-calculated and a U.S. verdict overturned, per Reuters.
YouTube tests updated feed navigation
A new mobile app UI for the platformβs Home and Subscription tabs switches placement from the bottom to the top of the screen.
Linkedin partners with Amazon Ads
The collaboration will let advertisers buy CTV ads targeting professional audiences via Amazon DSP.
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Latest from Windows Central
- "The most addictive Xbox game right now": Build your own unstoppable tank Lego-style in this moreish bullet heaven β right now on Xbox Game Pass
"The most addictive Xbox game right now": Build your own unstoppable tank Lego-style in this moreish bullet heaven β right now on Xbox Game Pass
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Wccftech
- Path of Exile 2 Drops Its Final Pre-1.0 Patch in May With 50+ Hours of Endgame and a Rebuilt Atlas
Path of Exile 2 Drops Its Final Pre-1.0 Patch in May With 50+ Hours of Endgame and a Rebuilt Atlas
New Zealand-based developer Grinding Gear Games announced today that Path of Exile 2: Return of the Ancients (version 0.5.0)Β launchesΒ May 29, 2026,Β and is effectively the final major early access content update before the game's full 1.0 release, still slated for this year. It's shaping up to be an absolutely massive patch withΒ over 50 hours of new endgame contentΒ spread across five new storylines, 15 new bosses (including 4 Pinnacle fights), 2 new Ascendancy classes, and a completely rebuilt Atlas with 300+ nodes. Two New Ascendancy Classes Return of the Ancients introduces the Spirit Walker and Martial Artist Ascendary classes to Path of [β¦]
Read full article at https://wccftech.com/path-of-exile-2-return-of-the-ancients-patch-may-2026/

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BetaList - Discover tomorrow's startups, today
- Softdex β Find and compare the best software houses in Brazil
Softdex β Find and compare the best software houses in Brazil
Softdex is a directory that brings together the best software companies in Brazil. You can compare real reviews, portfolios, and specialties to choose the right partner for your project. The platform organizes providers by technology, segment, and expertise, with filters like Cloud, AI, Mobile, and more. Explore detailed pages of each company and register your software house to appear to qualified clients.
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BetaList - Discover tomorrow's startups, today
- SellerForge β Replace your Amazon agency with AI for $99/month
SellerForge β Replace your Amazon agency with AI for $99/month
SellerForge.ai offers Amazon private label sellers tools that agencies typically charge $2Kβ$10K/month for, powered by AI at $99/month. Nine specialized modules cover listing audits, suspension POA drafting in under 60 seconds, ad analytics, inventory forecasting, promotional planning, and investor-grade report generation. Built by an experienced seller who managed 57 accounts and $60M+ in sales, SellerForge connects to Amazon's SP-API and learns your products, margins, and history to deliver smarter recommendations over time.
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BetaList - Discover tomorrow's startups, today
- Staje β Evidence-led supplements for women's brain fog and food noise
Staje β Evidence-led supplements for women's brain fog and food noise
Staje makes evidence-led supplements for women whose symptoms the category has been politely ignoring. Clarity is our brain capsule for focus and memory, and Confidence is our appetite capsule for food noise. They use clinical doses, are stimulant-free, and formulated in France. Launched in April 2026. Includes a 90-day guarantee.
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TechRadar - All the latest technology news
- 'We're now ready': Peter Thiel-backed company raises $1bn to send data centers out to sea to harness 'tens of terawatts of new capacity potential' in the power of the open ocean
'We're now ready': Peter Thiel-backed company raises $1bn to send data centers out to sea to harness 'tens of terawatts of new capacity potential' in the power of the open ocean
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TechRadar - All the latest technology news
- The Fitbit app is finally being rebranded as Google Health β here are 5 things you need to know about the big change and what it means for Fitbit users
The Fitbit app is finally being rebranded as Google Health β here are 5 things you need to know about the big change and what it means for Fitbit users
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TechRadar - All the latest technology news
- I didnβt know you could do this hack in Spotify lyrics until now, and Iβm truly astonished β but itβs only available to Android users, leaving us iOS minions on the back-burner
I didnβt know you could do this hack in Spotify lyrics until now, and Iβm truly astonished β but itβs only available to Android users, leaving us iOS minions on the back-burner
Kodiak AI raises $100M at a steep discount, sending its stock tumbling 37%
Disney looking to make a unified βsuper app,β report says
Voi foundersβ new AI startup Pit has become the latest rising star out of Stockholm
Hackers deface school login pages after claiming another Instructure hack
Microsoft Ads expands custom columns to include all conversion metrics
Microsoft Advertising is giving advertisers more flexibility in reporting, with custom columns now supporting all conversion metrics β a move aimed at deeper, more tailored campaign analysis.
Whatβs happening. According to Microsoftβs product liaison Navah Hopkins, advertisers can now build custom metrics using the full range of conversion data available in the platform.
This includes both all conversions and primary conversions, allowing marketers to align reporting more closely with their specific goals.

Why we care. Standard reporting often doesnβt reflect how businesses actually measure success. By expanding custom columns, Microsoft is enabling advertisers to create metrics that better reflect their own performance definitions β whether thatβs based on lead quality, revenue or blended conversion actions.
This is especially useful for advertisers managing multiple conversion types or complex funnels.
More control over performance metrics. Advertisers can now create custom columns using ratios and combinations of metrics that matter most to them β such as cost per qualified lead, blended CPA or conversion rate based on primary goals.
Revenue and ROAS calculations will also reflect the values set at the conversion goal level, giving more accurate insights tied to business outcomes.
Between the lines. This update signals a shift toward more flexible, advertiser-defined measurement β rather than relying solely on platform-standard metrics.
It also reflects ongoing demand for better reporting customisation as campaigns become more automated and complex.
What to watch:
- How advertisers use custom metrics to guide optimisation decisions
- Whether this leads to more consistent reporting across teams and stakeholders
- If similar flexibility expands across other areas of the platform
Bottom line. Microsoft is giving advertisers more control over how they measure success β turning custom columns into a more powerful tool for campaign analysis.
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Latest from Windows Central
- Scared that Edge loads your passwords into memory in plaintext? A dedicated password manager keeps them inside an encrypted vault
Scared that Edge loads your passwords into memory in plaintext? A dedicated password manager keeps them inside an encrypted vault
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Latest from Windows Central
- The Samsung Galaxy Book5 Pro 360 is "a solid device performance-wise and a step up from previous Galaxy Book Pro laptops" that deserves this discount
The Samsung Galaxy Book5 Pro 360 is "a solid device performance-wise and a step up from previous Galaxy Book Pro laptops" that deserves this discount
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Latest from Windows Central
- Xbox Mode on a Windows 11 PC with dual monitors is exactly what you should expect β and thatβs a shame
Xbox Mode on a Windows 11 PC with dual monitors is exactly what you should expect β and thatβs a shame
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Latest from Windows Central
- "We have to sweat every single detail": Microsoft's Xbox CEO Asha Sharma vows to deliver Xbox updates every two weeks to "fix the fundamentals on console and PC" in 2026
"We have to sweat every single detail": Microsoft's Xbox CEO Asha Sharma vows to deliver Xbox updates every two weeks to "fix the fundamentals on console and PC" in 2026
(PR) Corsair Reports Strong Profit Growth for First Quarter 2026
First Quarter 2026 Select Financial Highlights (compared to first quarter 2025 unless otherwise stated)
- Gross profit increased 13% YoY to $116.0 million, with growth driven by both segments, despite tariff-related headwinds in Gamer and Creator Peripherals.
- Gross margin expanded 500 basis points YoY to 32.7%, reflecting continued shift toward higher-margin products and disciplined cost management.
- Net income increased $23.4 million YoY.
- Adjusted EBITDA increased 58% YoY to $35.8 million, above the high end of guidance, representing our second consecutive quarter of double-digit adjusted EBITDA margin.
- GAAP diluted earnings per share increased 210% YoY to $0.11, while non-GAAP diluted earnings per share increased 145% YoY to $0.27.
- Revenue of $354.5 million, above the midpoint of our guided range, reflecting strong growth in Gamer and Creator Peripherals, partially offset by softer demand in Gaming Components and Systems driven by ongoing semiconductor supply constraints and elevated pricing.
- Cash and restricted cash increased sequentially by $20.9 million to $119.7 million, providing flexibility for continued investment and capital returns.
- Approximately $5 million repurchased under our $50 million share repurchase program.
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Wccftech
- Appleβs Incoming CEO Declares The Company Is βAbout To Change The Worldβ As The Camera-Equipped AirPods Pro Take Shape
Appleβs Incoming CEO Declares The Company Is βAbout To Change The Worldβ As The Camera-Equipped AirPods Pro Take Shape
Apple's incoming CEO, John Ternus, is quite confident that his company's upcoming slate of new products - which include a camera-equipped AirPods Pro, an AI pendant, and a bevy of smart glasses - will "change the world," quite literally. Apple's planned slate of new products - which include a camera-equipped AirPods Pro - has received a particularly audacious endorsement from its incoming CEO, John Ternus We reported back in February that Apple has been working on a new camera-equipped AirPods Pro. Do note thatΒ Apple received a patentΒ back in July 2025 for leveraging cameras - akin to the Face ID's dot [β¦]
Read full article at https://wccftech.com/apples-incoming-ceo-declares-the-company-is-about-to-change-the-world-as-the-camera-equipped-airpods-pro-take-shape/

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Wccftech
- Samsung Borrows NAND Trick To Crack Next-Gen DRAM, While SK hynix Bets on Vertical Stacking To Win the AI Memory War
Samsung Borrows NAND Trick To Crack Next-Gen DRAM, While SK hynix Bets on Vertical Stacking To Win the AI Memory War
Samsung and SK hynix are using two different approaches to manufacture next generation DRAM memory chips, suggest industry insiders. The boom in demand for computing products ushered in by AI data center buildouts has strained the memory market led to a tightness in the markets for HBM, DRAM and other chips since all of these rely on the same raw materials for production. As part of its efforts to manufacture next generation chips, the sources suggest that Samsung is interested in using the gate-all-around FET (GAAFET) fabrication technology for its next generation DRAM chips. Samsung Seeking To Apply NAND Manufacturing [β¦]
Read full article at https://wccftech.com/samsung-borrows-nand-trick-to-crack-next-gen-dram-while-sk-hynix-bets-on-vertical-stacking-to-win-the-ai-memory-war/

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Wccftech
- Big Bad Wolf Reportedly Faces Closure Weeks After Shipping Cthulhu: The Cosmic Abyss as Naconβs Insolvency Claims a Second Studio
Big Bad Wolf Reportedly Faces Closure Weeks After Shipping Cthulhu: The Cosmic Abyss as Naconβs Insolvency Claims a Second Studio
Shortly after the debut of its Nacon Connect 2026 showcase where French publisher Nacon tried to put up a strong front amidst a major time of upheaval in its history, a new report points to more upheaval and, unfortunately, another studio closure. According to French outlet Origami, Nacon is preparing to shut down Cthulhu: The Cosmic Abyss and Vampire: The Masquerade - Swansong developer Big Bad Wolf as part of its attempt to survive its insolvency filing and that of Big Bad Wolf's parent company Cyanide, which itself is a subsidiary of Nacon. Of course, this is an unconfirmed report [β¦]
Read full article at https://wccftech.com/nacon-reportedly-shut-down-cthulhu-the-cosmic-abyss-dev-big-bad-wolf-insolvency/

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BetaList - Discover tomorrow's startups, today
- Shuuka β Your verified identity protected from fake accounts
Shuuka β Your verified identity protected from fake accounts
Shuuka is your official identity hub for the internet, not just a link-in-bio. It offers scam shield and community reports against fake accounts, a verified identity timeline, smart routes, and the ability to embed your full profile anywhere with a WordPress plugin. You get your own custom domain, multi-profile management, short and affiliate links, backup of all your social networks, and a marketplace to install or build your own themes and apps. One verified identity everywhere.
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TechRadar - All the latest technology news
- 'This is not facial recognition' β Meta wants to scan kids' height and bone structure to verify their age
'This is not facial recognition' β Meta wants to scan kids' height and bone structure to verify their age
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TechRadar - All the latest technology news
- Razer partners with 'P2P for AI' network to deliver over 11,000 unique images at just $0.01 per generation during its April Fool's viral 3D AI companion campaign β no cloud subscription needed
Razer partners with 'P2P for AI' network to deliver over 11,000 unique images at just $0.01 per generation during its April Fool's viral 3D AI companion campaign β no cloud subscription needed
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TechRadar - All the latest technology news
- Your next Samsung Galaxy Watch could βdramatically reduceβ your chances of injury thanks to this one clever feature
Your next Samsung Galaxy Watch could βdramatically reduceβ your chances of injury thanks to this one clever feature
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TechRadar - All the latest technology news
- Amazon has a massive Fitbit sale ahead of its newest release βshop the best deals from $79.95
Amazon has a massive Fitbit sale ahead of its newest release βshop the best deals from $79.95
Gusto hits $1B revenue, a figure that brings it closer to public markets
OpenAI introduces new βTrusted Contactβ safeguard for cases of possible self-harm
Tesla Model Y is first car to meet new US driver assistance safety benchmark
Perplexityβs Personal Computer is now available to everyone on Mac
Elon Muskβs lawsuit is putting OpenAIβs safety record under the microscope
Valve details plan for Steam Controller βReservationsβ
Steam users will soon be able to reserve a Valve Steam Controller Valve has confirmed that it plans to open Steam Controller reservations tomorrow at 10 am pacific time (6 PM BST). When Valve launched its new controller on May 4th, it sold out quickly, and resellers tried to resell them at huge profits. To [β¦]
The post Valve details plan for Steam Controller βReservationsβ appeared first on OC3D.
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Latest from Windows Central
- Microsoft teases a new Xbox dashboard UI for console and PC β it's got fewer ads, and takes inspiration from Xbox Cloud Gaming too
Microsoft teases a new Xbox dashboard UI for console and PC β it's got fewer ads, and takes inspiration from Xbox Cloud Gaming too
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TechPowerUp
- Valve Steam Controller Update: New Availability and Purchasing Rules To Fight Scalping and Supply Issues
Valve Steam Controller Update: New Availability and Purchasing Rules To Fight Scalping and Supply Issues
Notably, Valve is restricting reservations to one controller per account, and those who have already purchased a Steam Controller will not be able to place reservations until further notice. It's also worth pointing out that Valve has added additional account conditions in order to prevent scalping. Steam accounts seeking to place a reservation will need to be in good standing and have made a purchase before April 27, 2026. Valve also confirmed that the US, Canada, the UK, EU, and Australia will be getting Steam Controller restocks next weekβmeaning May 11.
Keychron Launches Q11 Ultra Split Wireless Mechanical Keyboard
The Q11 Ultra is a 75% split keyboard, meaning the keyboard splits in half for ergonomic purposes, although it still maintains the row staggered layout, so it should feel familiar for most users coming from a regular mechanical gaming keyboard. Despite the 75% layout, the Q11 Ultra has an additional five-key macro column on the left edge of the left side of the keyboard, and there are two programmable knobsβone on each half of the keyboard. The keyboard cases are constructed from CNC aluminium with an integrated top plate, and the keyboard uses double-shot PBT keycaps in Keychron's KSA profile. The Q11 Ultra is only available in black with blue accent keycaps, and it seems to miss out on the decorative bottom panel found on the likes of the Keychron Q1 Ultra. It comes with a choice of Keychron Silk POM Red (linear), Brown (tactile), and Banana (sharp tactile) switches, but the PCB is hot-swap compatible, so you can bring your own switches and keycaps if you don't like the stock experience. The Q11 Ultra has south-facing per-key RGB backlighting, which, along with the layout, is fully programmable in Keychron Launcher.
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Wccftech
- Google Staying Committed To Its Tensor Chips For The Pixel 12 Series As Details Of Next-Generation SoC Have Been Spilled
Google Staying Committed To Its Tensor Chips For The Pixel 12 Series As Details Of Next-Generation SoC Have Been Spilled
The Pixel 11 lineup is expected to launch later this year with Googleβs Tensor G6, and if you thought that the company is shifting to an alternative like a flagship Snapdragon or MediaTek SoC to gain an upper hand against the competition, you assumed incorrectly. The Mountain View firm is sticking to its Tensor SoCs with the Pixel 12 family next year, with fresh details of the silicon showcased in the latest leak. Tensor G7 is being developed for Googleβs Pixel 12, with a new leak revealing its codename to be Lajolla or LaJolla From the looks of it, Google [β¦]
Read full article at https://wccftech.com/google-sticking-with-tensor-for-the-pixel-12-launch-reveals-new-leak/

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Wccftech
- Nacon Connect 2026 Pushes Forward With Big Reveals and Updates as Insolvency Threatens Studios Behind the Games
Nacon Connect 2026 Pushes Forward With Big Reveals and Updates as Insolvency Threatens Studios Behind the Games
Today, French publisher Nacon finally hosted its Nacon Connect 2026 showcase event after it was postponed from its original date in March 2026. If you don't recall, it was postponed because Nacon filed for insolvency days after announcing the event, after its majority investor, Big Ben Interactive, failed to close its refinancing deal. Since then, Nacon has done its best to portray strength within its portfolio and for the future, claiming that "this is not the end," though that became increasingly difficult to believe as four of its subsidiary studios filed for insolvency, one of which shut down just last [β¦]
Read full article at https://wccftech.com/nacon-connect-2026-pushes-forward-with-big-reveals-and-updates-as-insolvency-threatens-studios-behind-the-games/

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Wccftech
- Session Studio Crea-ture Trades Skateboards for Claws With Werewolf: The Apocalypse β Rageborn, a 2027 Action-Adventure
Session Studio Crea-ture Trades Skateboards for Claws With Werewolf: The Apocalypse β Rageborn, a 2027 Action-Adventure
Amidst a period of upheaval for the publisher, Nacon debuted its Nacon Connect 2026 showcase today, which included reveals of previously released titles coming to new platforms, new accessories from Nacon, and the reveal of new games, including Werewolf: The Apocalypse - Rageborn. Developed by Nacon's Montreal-based studio, Crea-ture, the studio behind the skateboarding simulator Session, this top-down action adventure set to arrive sometime in 2027 sees players swap between three forms: human, wolf, and werewolf. Rageborn will feature what Crea-ture president and creative director Lous Lamarche describes as more of a "Metroidvania" structure with its approach, in part because [β¦]
Read full article at https://wccftech.com/session-studio-crea-ture-trades-skateboards-for-claws-with-werewolf-the-apocalypse-rageborn-a-2027-action-adventure/

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Latest from Tom's Hardware
- AMD announces MI350P PCIe AI accelerator card with 144GB of HBM3E β roughly 40% faster in FP16 and FP8 theoretical compute compared to Nvidia's H200 NVL competitor
AMD announces MI350P PCIe AI accelerator card with 144GB of HBM3E β roughly 40% faster in FP16 and FP8 theoretical compute compared to Nvidia's H200 NVL competitor
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BetaList - Discover tomorrow's startups, today
- PokeDemo β Create interactive demos you can export and self-host with no lock-in
PokeDemo β Create interactive demos you can export and self-host with no lock-in
PokeDemo lets you turn your app into a clickable, self-hosted product demo in minutes. Record your app, turn it into a click-through demo, customize every step, and export a self-hosted HTML bundle you can use on landing pages, onboarding, docs, or share with prospects. You can edit the flow, add tooltips, adjust styling, and zoom to guide attention. There are no subscriptions: record and edit as much as you want, then pay only when you export.
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BetaList - Discover tomorrow's startups, today
- CalBye β Snap your meal to log calories and get instant nutrition insights
CalBye β Snap your meal to log calories and get instant nutrition insights
CalBye is an AI-powered calorie and macro tracker that logs meals from a photo, barcode, text, or search and delivers personalized nutrition insights. It recognizes cuisines, estimates portions, and adjusts daily targets for fat loss, muscle gain, or maintenance. You can explore recipes by diet and calories, track water, fruit, and veggies, and stay motivated with clear guidance to build healthy habits.
Ivanti EPMM CVE-2026-6973 RCE Under Active Exploitation Grants Admin-Level Access

PCPJack Credential Stealer Exploits 5 CVEs to Spread Worm-Like Across Cloud Systems

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TechRadar - All the latest technology news
- 'Like a microscopic Predator': Chinese scientists create tiny robotic vacuum to hunt radioactive pollution and clean the world's oceans
'Like a microscopic Predator': Chinese scientists create tiny robotic vacuum to hunt radioactive pollution and clean the world's oceans
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TechRadar - All the latest technology news
- What is the release date for Marshals: A Yellowstone Story episode 11 on CBS and Paramount+?
What is the release date for Marshals: A Yellowstone Story episode 11 on CBS and Paramount+?
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TechRadar - All the latest technology news
- Iβm a password expert β and these are my top five tips for picking the right password manager
Iβm a password expert β and these are my top five tips for picking the right password manager
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TechRadar - All the latest technology news
- 'You would be able to say to it: 'Make a better version of yourself.' And it just goes off and does that completely autonomously': Anthropic Co-Founder on our wild 'recursive' AI future
'You would be able to say to it: 'Make a better version of yourself.' And it just goes off and does that completely autonomously': Anthropic Co-Founder on our wild 'recursive' AI future
Bumble is getting rid of the swipe, CEO says
Tome, another Goodreads book-tracker rival, shuts down
Could Lovableβs automatic 10% pay raise be the cure for toxic cultures?
Hackers hack victims hacked by other hackers
Kalshi doubles valuation in 5 months, hitting $22B
Jeff Bezos rep leaves Slate Autoβs board
Microsoft aims to boost Windows 11 with βLLPβ CPU burst mode
Microsoftβs newest Windows 11 performance should make the OS feel much snappier Microsoft is reportedly working on a new performance feature for Windows 11 that should dramatically speed up certain tasks. According to Windows Central, Microsoftβs new βLow Latency Profileβ (LLP) for Windows 11 will crank up CPU frequencies for short periods to make the [β¦]
The post Microsoft aims to boost Windows 11 with βLLPβ CPU burst mode appeared first on OC3D.
AI Max vs DSA: Advertisers question control as Google responds
Advertisers are starting to push back on gaps in AI Max capabilities β particularly around landing page control β as Google continues its shift away from legacy Dynamic Search Ads (DSA).
Whatβs happening. In a LinkedIn exchange, digital marketing expert Gabriele Benedetti raised concerns about AI Max lacking the same level of URL-based targeting controls that DSA campaigns offered.
His point: DSA allowed advertisers to structure campaigns around website architecture β using categories, URL paths and page rules to guide where traffic lands. That level of control, he argued, is not yet fully replicated in AI Max.
Why we care. For many advertisers β especially those managing large or structured websites β aligning campaign structure with site architecture is key to performance. Losing granular control over landing destinations could impact relevance, user experience and ultimately conversion rates.
This highlights a broader tension in Google Ads today: automation vs control.
Google responds. Google Ads Liaison, Ginny Marvin responded, clarifying that AI Max does support several URL-based controls, including:
- URL rules and combinations
- Page feeds with custom labels
- URL inclusions at ad group level and exclusions at campaign level
However, she acknowledged that not all DSA targeting rules are currently supported β such as βpage containsβ conditions.
Between the lines. Google is not removing control entirely β but it is reshaping how that control works. Instead of granular rule-building, advertisers are being pushed toward structured inputs like page feeds and labels that AI can interpret.
Migration reality check. For advertisers moving from DSA to AI Max, existing URL rules will carry over β but with limitations. Unsupported rules will remain active as read-only, meaning theyβll continue to function but cannot be edited.
Thatβs a temporary bridge, not a long-term solution.
Whatβs next. Google says it plans to expand controls further, including bringing content and title-based exclusions to the account level later this year.
This would complement AI Maxβs existing βinventory-awareβ features, which already exclude out-of-stock items automatically.

Bottom line. AI Max is evolving, but itβs not yet a full replacement for DSA when it comes to granular control β and advertisers are making that clear.
Dig deeper. Full discussion on LinkedIn.
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Latest from Windows Central
- The all-new Xbox achievement update is rolling out now to everyone β hereβs what's changed
The all-new Xbox achievement update is rolling out now to everyone β hereβs what's changed
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Latest from Windows Central
- "Too many of us are eager to take Xbox for granted": Despite sentiment online and fears for the future β I've never been happier and more satisfied to be an Xbox gamer.
"Too many of us are eager to take Xbox for granted": Despite sentiment online and fears for the future β I've never been happier and more satisfied to be an Xbox gamer.
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Latest from Windows Central
- Microsoft's Xbox architect Jason Ronald says we'll see more of Project Helix "later this year" β we'll know more about the next Xbox console before long
Microsoft's Xbox architect Jason Ronald says we'll see more of Project Helix "later this year" β we'll know more about the next Xbox console before long
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Latest from Windows Central
- My Windows 11 backup broke after KB5083769 β Microsoft says this simple fix might save your files
My Windows 11 backup broke after KB5083769 β Microsoft says this simple fix might save your files
NuPhy Berry Profile Gets 7th Colorway With "Alchemical Manuscripts" PBT Keycap Set
The keycaps themselves are made from PBT with dye-sublimated legends, meaning that the legend and keycap texture should last a good long while, and the aesthetics of the set are based on a handwritten font style, "inspired by classical alchemy, occult symbols, and ancient manuscript diagrams," with an off-white color for the majority of the keycaps and earthy green, red, blue, orange, and brown accent and modifier keycaps. The set also includes a handful of alternative colors for certain keycaps as well as keycaps with rounded bottom corners for keyboards like the Node series. The keycaps are low-profile with an MX stem, so they will be compatible with both Gateron and Kailh Choc V2 low-profile switch standards, as long as the key spacing follows the MX standard and not Choc spacing.

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TechSpot
- Samsung is pulling TVs and appliances from China after losing $138 million to local competition
Samsung is pulling TVs and appliances from China after losing $138 million to local competition
The South Korean technology giant said it will make every effort to minimize the impact for existing customers, and is reviewing its support infrastructure for business partners. The decision won't affect Samsung's other divisions in the region, meaning they will continue to sell products such as smartphones and tablets as...
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Wccftech
- Cyanide Studio Twists a Classic Gothic Tale in its βPuzzlevania,β Dracula: The Disciple, Arriving in 2027 if Cyanide Survives Insolvency
Cyanide Studio Twists a Classic Gothic Tale in its βPuzzlevania,β Dracula: The Disciple, Arriving in 2027 if Cyanide Survives Insolvency
Revealed during the Nacon Connect 2026 showcase event, Cyanide Studios' next game following Styx: Blades of Greed, which released earlier this year. This time, Cyanide is once again bringing a classic character back into the spotlight, but this character is much more well-known than a sneaking goblin. Dracula: The Disciple is Cyanide's next game, and it delivers its own take on the gothic story, as this first-person puzzle game sees you slowly turn into the famous creature of the night. You play as Γmile Valombres, a French archivist suffering from an incurable disease that he is desperate to rid himself [β¦]
Read full article at https://wccftech.com/dracula-the-disciple-puzzlevania-release-date-2027-cyanide/

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Wccftech
- Valve Strikes Back at Steam Controller Scalpers With Reservation Queue After Launch Day Sold Out in 30 Minutes
Valve Strikes Back at Steam Controller Scalpers With Reservation Queue After Launch Day Sold Out in 30 Minutes
Valve's launch of its new Steam Controller (2026) went great for the company, in the sense that Valve sold a lot of controllers. The entire run of stock that Valve had set aside for launch completely sold out within half an hour, and while many players were able to grab a controller, plenty more were unable to, unless they paid double the price for one on eBay, as scalpers quickly threw listings online with massively marked-up prices. Thankfully, Valve is looking to combat that outcome with some changes to its process. Beginning tomorrow on May 8, 2026, at 10am PT [β¦]
Read full article at https://wccftech.com/valve-introduces-steam-controller-reservation-queue-to-combat-scalpers/

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Wccftech
- Cold Iron Studios Finally Reveals Aliens: Fireteam Elite 2 After Years-Old Leak, Will Deliver More Xenomorph-Killing Action in Summer 2026
Cold Iron Studios Finally Reveals Aliens: Fireteam Elite 2 After Years-Old Leak, Will Deliver More Xenomorph-Killing Action in Summer 2026
Cold Iron Studios released the first Aliens: Fireteam Elite game back in 2021 to a middling response. Most critics (Wccftech's Kai Tatsumoto included) agreed that it was an alright game overall but missed the mark in several ways. Three years later in July 2024, a major leak practically confirms that Cold Iron was getting another kick at the can with a sequel. Now, nearly two years after that, we finally get a look at Aliens: Fireteam Elite 2, and it'll be in players' hands sooner than later with its arrival set for Summer 2026. Announced with a brief post on [β¦]
Read full article at https://wccftech.com/aliens-fireteam-elite-2-reveal-release-date-summer-2026/

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Wccftech
- Windows 11 To Get Major Boost In App & UI Performance By Pushing CPUs To Their Max Frequency
Windows 11 To Get Major Boost In App & UI Performance By Pushing CPUs To Their Max Frequency
Windows 11 will soon see boosted performance through a new feature that Microsoft is working on, called Low Latency Profile. Maxing Out CPU Clocks For Short Duration Could Help Speed Up Windows 11 Apps & UI Microsoft is actively working towards refining the user experience within its Windows 11 operating system. There have been talks about some major changes underway, which will help reduce bloat, cut back AI features, and also improve gaming performance. These changes are part of the "K2" project. While Microsoft hasn't shared any specific plans or timelines on when these improvements would roll out to end [β¦]
Read full article at https://wccftech.com/windows-11-to-get-boost-in-app-ui-performance-by-pushing-cpus-to-their-max-clocks/

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Latest from Tom's Hardware
- White House reportedly considers mandatory government vetting of AI models before release β executive order under discussion
White House reportedly considers mandatory government vetting of AI models before release β executive order under discussion
Surveva β Ask the world and expand your curiosity
Surveva is a community-driven polling platform where you vote on 10 strangers' questions and receive 10 real votes on yours. You could be in Berlin, helped by someone in Osaka or Casablanca through the power of reciprocity. When you vote, you instantly see demographic results enriched with content that turns a single spark of curiosity into a journey of learning and reflection. It offers a virtual sanctuary with a calm design, letting you explore polls on topics from philosophy to wellness to the economy.
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BetaList - Discover tomorrow's startups, today
- Popsight β Check AI brand presence and fix issues on your site from your desktop
Popsight β Check AI brand presence and fix issues on your site from your desktop
Popsight is a desktop app for macOS and Windows that measures how ChatGPT, Claude, Gemini, and Perplexity mention your brand, showing statistically valid rates with confidence intervals. It runs locally, connects to your own provider APIs, and keeps prompts and keys on your machine.
Popsight also scans your site for AI-Engine/GEO readiness across more than 50 checkpoints, from robots.txt and consent walls to schema. It flags a TopFix with clear how-to-fix guidance and provides actionable insights like Quick Wins, Observed Actors, and citation health.
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BetaList - Discover tomorrow's startups, today
- PanelQ β Engage audiences with live Q&A and real-time moderation
PanelQ β Engage audiences with live Q&A and real-time moderation
PanelQ lets you run live Q&A at any event. Attendees scan a QR code and submit questions from any deviceβno app or sign-up needed. AI auto-approves the best questions, which you display on the big screen in real time to keep discussions focused and lively.
Use it for conferences, town halls, lectures, and webinars alongside Zoom or Teams. It gives even shy participants an easy way to be heard while you stay in control of what appears on screen.
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BetaList - Discover tomorrow's startups, today
- HexHosting β Managed Odoo hosting with AI agent governance for faster performance
HexHosting β Managed Odoo hosting with AI agent governance for faster performance
Hexclad Security builds and runs hardened infrastructure, managed Odoo, and AI governance so your business runs faster, safer, and on time. The team designs, deploys, and supports everything in-house. With HexHosting, you get Odoo 19 deployed on performance-tuned, hardened servers with monitoring, encrypted backups, and same-day support. Nexus Platform, now in beta, helps you govern AI agents with policy, monitoring, audit, and access controls in one place.
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TechRadar - All the latest technology news
- A new report says inkjet-printed OLED could be 30% cheaper to produce than current methods, which I'm hoping is great news for laptops and monitors soon, and OLED TVs in the future β and it's on top of the other big advantages of IJP tech
A new report says inkjet-printed OLED could be 30% cheaper to produce than current methods, which I'm hoping is great news for laptops and monitors soon, and OLED TVs in the future β and it's on top of the other big advantages of IJP tech
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TechRadar - All the latest technology news
- GrapheneOS patches an Android VPN bypass that Google decided to leave alone
GrapheneOS patches an Android VPN bypass that Google decided to leave alone
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TechRadar - All the latest technology news
- βOur customers have been looking elsewhere for mobileβ: BT relaunches BT Mobile for broadband customers, insisting it will βlive alongsideβ its existing EE network
βOur customers have been looking elsewhere for mobileβ: BT relaunches BT Mobile for broadband customers, insisting it will βlive alongsideβ its existing EE network
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TechRadar - All the latest technology news
- 'What started as someone potentially trying to remove the background from a selfie ended with a custom .NET stealer rifling through their browser passwords': Experts warn that free image editor tool could actually be dangerous malware
'What started as someone potentially trying to remove the background from a selfie ended with a custom .NET stealer rifling through their browser passwords': Experts warn that free image editor tool could actually be dangerous malware
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TechRadar - All the latest technology news
- BT lays out plans to become 'digital backbone' of the UK for consumers and businesses alike
BT lays out plans to become 'digital backbone' of the UK for consumers and businesses alike
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TechRadar - All the latest technology news
- Your next TV could cost as little as Β£4.50 per month with these savings on Sky Glass
Your next TV could cost as little as Β£4.50 per month with these savings on Sky Glass
How Anthropicβs Mythos has rewritten Firefoxβs approach to cybersecurity
Googleβs Mueller: Vibe Coding Wonβt Handle Your SEO For You
Google's John Mueller and Martin Splitt shared their vibe coding experiences, noting that AI tools still need specific SEO instructions to work well.
The post Googleβs Mueller: Vibe Coding Wonβt Handle Your SEO For You appeared first on Search Engine Journal.
5 helpful tools from Google to keep your accounts safe
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The Keyword
- This Teacher Appreciation Week, weβre celebrating educators who made a difference in our lives.
This Teacher Appreciation Week, weβre celebrating educators who made a difference in our lives.
Google AdSense removes browser back button trigger for vignette ads
Google is dropping the back button trigger for AdSense vignette ads on June 15, 2026 due to the new Google search penalty for back button hijacking. Google wrote, βStarting June 15, 2026, the browser back button will no longer trigger a vignette ad.β
What is changing. Google explained that the back button trigger will no longer work after June 15th. The βchange will apply automatically for all publishers who have opted in to βAllow additional triggers for vignette adsβ and will take effect across all supported browsers (including Chrome, Edge, and Opera).β Google added.
A Google spokesperson told me these same updates will apply to Ad Manager as well.
Why the change. Google explained that the Google Search team βrecently introducedΒ a new policy against βback button hijackingβΒ β a practice where websites or scripts interfere with a userβs ability to navigate back to their previous page. To ensure our publishers remain compliant with these latest user experience and search quality guidelines, we are removing the trigger that shows a vignette ad when the user navigates backward from the suite ofΒ vignette ad triggers.β
This comes after the search community called this out to Google and Google is making the right change here. Of course, some publishers will not be happy because that trigger may have earned them a lot of money.
Why we care. If you currently have the allow additional triggers for vignette ads setting on with AdSense, keep in mind, one of the triggers, the back button trigger, will be disabled on June 15th. It may impact your earnings, but it will ensure that your site does not get penalized by the back button hijacking penalty.
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Latest from Windows Central
- Telegram on Windows Phone?! I'm digging my old Lumia out of storage to try this app
Telegram on Windows Phone?! I'm digging my old Lumia out of storage to try this app
PC Motherboard Sales Face Sharp 25%+ Decline Amid Weak Demand
Interestingly, it's not only CPU and memory shortages driving this lowered demand; there are indications that consumers have slowed down their NVIDIA GPU upgrade cycles, which is impacting new motherboard sales. Particularly with the "Blackwell" GPU generation, consumers began purchasing PCIe 5.0 motherboards to achieve the greatest performance increase. However, as these GPUs became rarer and more expensive due to the global DRAM shortage, consumers have become reluctant to upgrade. ASUS is projected to sell about 10 million motherboards in 2026, while MSI and GIGABYTE are now projecting sales of less than 10 million units each. This represents about a 25% yearly decrease from 2025 sales. The worst position is estimated for ASRock, which is expected to see a 30% decrease according to the report.
(PR) Synology Launches RS6426xs+, RS4826xs+, and RS3626xs RackStations
"As IT environments continue to grow more complex, organizations' needs for reliable and versatile infrastructure that can be purposed dynamically continue to grow." said Peggy Weng, Product Manager at Synology. "These systems are designed to help businesses facilitate team collaboration and multi-site synchronization, protect production environment, or deploy virtualization storage for high performance workloads."
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TechPowerUp
- Microsoft Is Testing a Windows 11 Feature That Maxes Out CPU Speed for Faster App Launches
Microsoft Is Testing a Windows 11 Feature That Maxes Out CPU Speed for Faster App Launches
Currently, this feature within the Windows K2 effort is automatic, with no clear indication if it can be turned on or off. Running a CPU at its maximum frequency is somewhat unusual, as the purpose of an operating system is to minimize strain on the PC, leaving headroom for heavier applications to load. However, since the boost is only applied in short bursts of up to three seconds, it is expected that the performance benefits and overall smoothness will outweigh potential issues. These issues include elevated CPU frequency during lighter tasks and general OS usage, which could result in slightly higher temperatures overall. For laptop users, this might lead to faster battery drain, but it is likely that the Windows K2 effort will account for this, with minimal impact.
(PR) ASUS ExpertBook Ultra Now Available for Purchase in the United States
"As the most advanced ExpertBook to date, the ExpertBook Ultra is built to empower professionals who demand elegance without compromise," says Shawn Chang, General Manager, System Business Group, ASUS North America. "The device delivers mobility, intelligence, and reliability for modern, high-performance workflows."
Open-source project wants to bring stereoscopic 3D gaming back from the dead
The recently unveiled "wiz3D" project is designed to "resurrect" stereoscopic support in older games, allowing them to run with compatible goggles and other stereo display devices. The open-source tool acts as a stereoscopic 3D wrapper, injecting hooks into gaming APIs to generate real-time stereo 3D output on modern Windows systems....
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Star Fox remake hits Switch 2 on June 25 with 4v4 battle mode and iconic maps
The official announcement came on Wednesday via a dedicated Nintendo Direct livestream. Star Fox (2026) will launch on June 25 on the Switch 2, marking at least the fifth time the classic title has been remade or remastered by Nintendo over the past three decades.
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Wccftech
- Google Rebrands Fitbit App To Google Health, Replete With A Dedicated AI Health Coach, Announces The $100 Screenless Fitbit Air
Google Rebrands Fitbit App To Google Health, Replete With A Dedicated AI Health Coach, Announces The $100 Screenless Fitbit Air
In a series of health-focused announcements, Google has just rebranded the Fitbit app to Google Health, imbuing it with a dedicated AI health coach as well as the ability to work with any health tracker. The tech giant has also announced the $100 screenless Fitbit Air alongside a pricier special edition version. Google Health rebrand brings universal tracker compatibility and a dedicated AI health coach Google has just rebranded its Fitbit app to Google Health, replete with a more refined layout, customizable dashboards, and the ability to sync a variety of data, including health records. What's more, the new Google [β¦]
Read full article at https://wccftech.com/google-rebrands-fitbit-app-to-google-health-replete-with-a-dedicated-ai-health-coach-announces-the-100-screenless-fitbit-air/

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Wccftech
- Crimson Desert Widely Accepts Ideas From The Community, Rejecting Industryβs Fixation With Roadmaps and βSilicon Valleyβ Ego
Crimson Desert Widely Accepts Ideas From The Community, Rejecting Industryβs Fixation With Roadmaps and βSilicon Valleyβ Ego
Crimson Desert is receiving excellent post-launch support. In the weeks after the game launched on PC and consoles, Pearl Abyss not only fixed some of the game's most glaring issues but also added new features quickly, including some highly requested by the community, such as the option for strongholds to be re-occupied by enemy factions and the ability to rematch against defeated bosses. This, according to Pearl Abyss PR Will Powers, was made possible by the developer not being stuck with a rigid roadmap, and not being ego-driven at all, open to all sorts of suggestions. "Everything, patch-wise, content-wise, has [β¦]
Read full article at https://wccftech.com/crimson-desert-ideas-community-silicon-valley-ego/

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Wccftech
- This PCIe AI Accelerator Card Can Run 700B LLMs Locally With 384 GB Memory at Just 240W, Less Than Half The Power of RTX PRO 6000 Blackwell
This PCIe AI Accelerator Card Can Run 700B LLMs Locally With 384 GB Memory at Just 240W, Less Than Half The Power of RTX PRO 6000 Blackwell
A Taiwanese company has announced its new PCIe AI accelerator card that can run 700B LLMs locally at just 240W, ending the need for large GPU clusters. Taiwanese Company Unveils Its PCIe AI Accelerator That Devalues Large-Scale AI Installations By Running 700B LLMs on A Single Card Skymizer, a Taiwan-based company specializing in AI software and hardware, has announced its brand new solution, the HTX301. The HTX301 is designed for On-Prem AI, offering a PCIe Add-in-Card design and offering large-scale levels of AI performance at sub-250W TDPs. Some of the highlights of the card include: The company says that the [β¦]
Read full article at https://wccftech.com/this-pcie-ai-accelerator-card-packs-384-gb-memory-run-700b-llms-240w/

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Latest from Tom's Hardware
- Lian Liβs new DK07 Wood motorized standing desk doubles as a dual-PC chassis with support for E-ATX systems and massive cooling setups β five new wood-finished models are available now
Lian Liβs new DK07 Wood motorized standing desk doubles as a dual-PC chassis with support for E-ATX systems and massive cooling setups β five new wood-finished models are available now
WINN.AI
Real-time sales copilot for customer calls
One Click, Total Shutdown: The "Patient Zero" Webinar on Killing Stealth Breaches

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TechRadar - All the latest technology news
- How to watch Aston Villa vs Nottm Forest: Free streams for Europa League 2025/26 semi-final second leg, team news
How to watch Aston Villa vs Nottm Forest: Free streams for Europa League 2025/26 semi-final second leg, team news
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TechRadar - All the latest technology news
- VPN deal of the week: I've found a $30 VPN that's faster than NordVPN, Surfshark, and ExpressVPN, can unblock your favorite streaming services, and has the best built-in ad blocker of any VPN I've tested β here's how to get yourself protected
VPN deal of the week: I've found a $30 VPN that's faster than NordVPN, Surfshark, and ExpressVPN, can unblock your favorite streaming services, and has the best built-in ad blocker of any VPN I've tested β here's how to get yourself protected
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TechRadar - All the latest technology news
- Iranian hackers launch ransomware campaign looking to steal details via Microsoft Teams
Iranian hackers launch ransomware campaign looking to steal details via Microsoft Teams
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TechRadar - All the latest technology news
- Apple TV drops a tense full-length trailer for Cape Fear β and it dials up the horror to a satisfying degree
Apple TV drops a tense full-length trailer for Cape Fear β and it dials up the horror to a satisfying degree
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TechRadar - All the latest technology news
- Star Fox 64 is getting yet another remake, this time for Nintendo Switch 2
Star Fox 64 is getting yet another remake, this time for Nintendo Switch 2
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TechRadar - All the latest technology news
- The AI boom is now consuming more money than Apollo, the ISS, and the Manhattan Project combined β and itβs still accelerating in 2026
The AI boom is now consuming more money than Apollo, the ISS, and the Manhattan Project combined β and itβs still accelerating in 2026
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TechRadar - All the latest technology news
- Canon is launching a new camera next week, and I predict it'll be a vlogging-style full-frame model
Canon is launching a new camera next week, and I predict it'll be a vlogging-style full-frame model
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TechRadar - All the latest technology news
- Top universities among victims named in Canvas data breach - MIT, Oxford and more all hit
Top universities among victims named in Canvas data breach - MIT, Oxford and more all hit
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TechRadar - All the latest technology news
- Amazon is slashing prices on its top-rated running and walking shoes for summer β 40% off Nike, New Balance, Hoka, and more
Amazon is slashing prices on its top-rated running and walking shoes for summer β 40% off Nike, New Balance, Hoka, and more
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TechRadar - All the latest technology news
- Google Fitbit Air preorders β where to buy the latest budget fitness tracker for free with a trade-in
Google Fitbit Air preorders β where to buy the latest budget fitness tracker for free with a trade-in
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TechRadar - All the latest technology news
- Coming up with a new password doesn't have to be hard β I'm a password expert, and these are my 5 top tips for crafting the perfect password
Coming up with a new password doesn't have to be hard β I'm a password expert, and these are my 5 top tips for crafting the perfect password
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TechRadar - All the latest technology news
- 'A Lego brick that plays music': A great Scandi loudspeaker brand returns with 7 new products, including a shallower option designed for narrow bookshelves
'A Lego brick that plays music': A great Scandi loudspeaker brand returns with 7 new products, including a shallower option designed for narrow bookshelves
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TechRadar - All the latest technology news
- A pressure-washer is my #1 gadget for giving your deck and garden a summer makeover β and right now Amazon has huge discounts on top models from KΓ€rcher
A pressure-washer is my #1 gadget for giving your deck and garden a summer makeover β and right now Amazon has huge discounts on top models from KΓ€rcher
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TechRadar - All the latest technology news
- Your video calls could be racking more airmiles than you think
Your video calls could be racking more airmiles than you think
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TechRadar - All the latest technology news
- 'A waste of money' β Digital rights group slams Utah's new 'impossible by design' VPN restrictions under controversial age verification law
'A waste of money' β Digital rights group slams Utah's new 'impossible by design' VPN restrictions under controversial age verification law
Googleβs $9.99-per-month AI health coach launches May 19
Google unveils Whoop-like screenless Fitbit Air
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TechCrunch
- Startup Battlefield 200 applicationsΒ close May 27:Β A shot at VC access, global visibility, TechCrunch coverage, and $100K
Startup Battlefield 200 applicationsΒ close May 27:Β A shot at VC access, global visibility, TechCrunch coverage, and $100K
Police arrest SMS blaster crew that sent malicious messages to thousands across Toronto
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TechCrunch
- Exhibit at TechCrunch Disrupt 2026: Get in front of 10,000 decision-makers before space runs out
Exhibit at TechCrunch Disrupt 2026: Get in front of 10,000 decision-makers before space runs out
Indiaβs first space tech unicorn emerges as Skyroot gears up for orbital launch
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Search Engine Journal
- Google Ads Rolls Out Journey-Aware Bidding And New Pacing Controls For Advertisers
Google Ads Rolls Out Journey-Aware Bidding And New Pacing Controls For Advertisers
Google Ads introduces Journey-aware Bidding, Smart Bidding Exploration expansion, and new budget pacing updates for Search, Shopping, and Performance Max campaigns.
The post Google Ads Rolls Out Journey-Aware Bidding And New Pacing Controls For Advertisers appeared first on Search Engine Journal.
Find out how AlphaEvolve has gone from research to solving real-life problems.
New AI-powered bidding and budgeting innovations in Search and Shopping
Google Health Coach is becoming globally available
Introducing the all-new Fitbit Air
A new era for your health and wellness
A new era for your wellness: Introducing the Google Health app
Pre-order Stephen Curryβs special edition Fitbit Air
GeIL unveils its new Aquarius Diamond RGB DDR5 memory modules
GeIL unveils its gemstone-themed Aquarius Diamond DDR5 memory modules Ahead of their grand debut at Computex 2026, GeIL has unveiled its new Aquarius Diamond RGB-series DDR5 memory modules. These memory modules are inspired by precision-cut gemstones, pairing an aluminium heatsink with a dazzling βdiamond-cut RGB light-barβ. These new RGB-illuminated DDR5 memory modules will be available [β¦]
The post GeIL unveils its new Aquarius Diamond RGB DDR5 memory modules appeared first on OC3D.
Google adds AI-powered bidding and demand-led budgeting to Search and Shopping
Google is rolling out new AI-driven bidding and budgeting features across Search, Shopping and Performance Max β aimed at helping advertisers capture more demand without increasing manual effort.
Whatβs happening. Google is expanding its automation stack with updates like Journey-aware Bidding, Smart Bidding Exploration and demand-led budget pacing. Together, these changes are designed to help campaigns respond more dynamically to shifting consumer behaviour.
The focus: letting AI identify and act on opportunities advertisers may not see themselves.
Why we care. These updates aim to capture more conversions without increasing manual work, using AI to find new demand and optimise spend in real time. By improving how bids respond to full-funnel signals and how budgets adapt to peak demand, campaigns can become more efficient and less reliant on constant adjustments.
Ultimately, itβs about getting more value from the same budget while staying competitive in a fast-changing search landscape.
Smarter bidding gets more context. Journey-aware Bidding (beta) allows advertisers to feed more of the customer journey into optimisation, including non-biddable conversions. This gives Google AI a fuller picture of what leads to actual sales β not just initial actions like form fills.
At the same time, Smart Bidding Exploration is expanding beyond Search. Already delivering an average 27% increase in unique converting users, it will soon roll out to Performance Max and Shopping campaigns, helping advertisers tap into less obvious, incremental queries.
Budgets that follow demand. On the budgeting side, Google is building on its campaign total budgets feature, which allows advertisers to set spend across a defined period instead of relying on daily limits.
The next step is demand-led pacing β where AI automatically adjusts spend based on real-time demand, increasing budgets on high-opportunity days and pulling back during slower periods, without exceeding overall limits.
Advertisers using total budgets have already seen a reported 66% reduction in manual budget adjustments.
Why this is a big deal. Budget management has historically been one of the most manual parts of campaign optimisation. By automating pacing, Google is reducing the need for constant monitoring while aiming to improve efficiency.
What to watch:
- How much control advertisers are willing to give up for automation
- Whether incremental gains from exploration translate into profitable growth
- How transparent these systems remain as they scale
Bottom line. Google is directing advertisers to AI to handle both bidding and budgeting β shifting the advertiser role from manual optimisation to guiding inputs and trusting the system to find growth.
5 JavaScript SEO lessons from top ecommerce sites
JavaScript SEO should be a solved problem by now. It isnβt.
Ecommerce sites keep hitting the same crawling, rendering, and indexing issues they were five years ago, now stacked on top of headless builds, AI-powered recommendations, and frameworks that can hide critical content from Google.
These top ecommerce players have figured out how to ship fast, modern JavaScript without sacrificing organic visibility. Here are five lessons worth stealing.
1. Chewy uses JavaScript for UX
Chewy is one of the largest online retailers of pet food and supplies in the U.S. They use Next.js, a React framework for building websites with built-in support for server rendering, static generation, and full-stack development features.
That means you can put important content in the initial HTML response without relying on client-side JavaScript.
Letβs look at a product page like the Benebone Wishbone Chew Toy.

Navigate to View Page Source and youβll see the product title, description, pricing, reviews, Q&A, and breadcrumb navigation all present in the initial HTML. Googlebot can access it on the first pass, without waiting for rendering.

Thatβs important because if a web crawler like Googlebot encounters issues rendering your page, the important content can still be parsed on the first crawl. With the rise of AI chatbots, some of which still donβt render JavaScript, this has become even more important.
Not everything needs to be in the initial HTML, though. Without client-side JavaScript, the page would feel static and clunky.
Take the βCompare Similar Itemsβ carousel. Itβs loaded client-side, primarily there for shoppers. The internal links could offer some SEO benefit, but theyβre not critical for indexing this page the way the title, description, and pricing are.

Chewy gets this balance right. The content that matters most for indexing is available on initial load. Client-side JavaScript enhances the experience rather than delivering the content that needs to be indexed.
2. Myprotein makes navigation crawlable
Myprotein sells supplements, nutrition products, and some fitness apparel.
Their site is built on Astro, a content-first framework using Islands Architecture to ship zero JavaScript by default while supporting components from React, Vue, or Svelte.
Myproteinβs navigation is the part worth studying. Itβs an important SEO area for ecommerce sites, and they get it right.

View the source on any Myprotein page and the navigation links (categories, dropdown items, and footer links) are all in the initial HTML response. Astro makes this possible through its island architecture.

The navigation ships as an interactive island, meaning Astro will hydrate it with JavaScript as soon as the browser is ready. But JavaScript makes the flyout menus interactive. It doesnβt create them.
These links are also proper <a> elements with href attributes, which is what crawlers like Googlebot need to discover and follow links. Avoid using JavaScript click handlers to simulate navigation, such as:
<div onclick="navigate(item.slug)">Clear Protein Drinks</div>
A crawler wonβt follow that. Use a standard anchor element instead:
<a href="https://us.myprotein.com/c/nutrition/protein/clear-protein-drinks/">Clear Protein Drinks</a>
Not every site gets this right. When navigation depends entirely on client-side rendering, thereβs a window where itβs invisible or empty.
Googlebot processes JavaScript in a separate rendering pass that can lag behind the initial crawl, which can mean delayed discovery of internal links critical for crawl efficiency and link equity distribution.
3. Harrods embeds structured data in the HTML
Harrods is a luxury department store selling fashion, beauty, and homeware.
Their site is built on Nuxt, a Vue framework for building websites with built-in routing, server rendering, and static generation, plus an opinionated project structure.
Their structured data is delivered in the initial HTML response. View the source on any product page and youβll find structured data inside a <script type="application/ld+json"> element. The Product schema includes the product name, images, description, brand, and an Offer with price, currency, availability, and seller.

JSON-LD is the format Google recommends for structured data, and because itβs in the HTML response, Google can parse it on the first crawl pass without needing to render the page.
On JavaScript-powered sites, structured data can easily become a client-side dependency. If a framework fetches product data in the browser and generates JSON-LD from the response, that structured data only exists after JavaScript executes. The same is true for structured data injected through Google Tag Manager.
If markup is only added after the page loads, Google has to render the page to find it. Google has noted that dynamically generated Product markup can make Shopping crawls less frequent and less reliable, which matters when prices and availability change often.
By serving that structured data in the HTML directly, Harrods avoids this risk entirely.
4. Under Armour handles faceted navigation with JavaScript
Under Armour is a global sportswear brand selling athletic apparel, footwear, and accessories. Their site is built on Next.js, the same React framework Chewy uses.
A good place to see their JavaScript SEO in action is on category pages, where filters need to feel fast and interactive for shoppers, and be crawler-friendly.
Letβs look at the menβs shoes category page. When you apply a filter, say, selecting size 10, the product grid updates instantly without a full page reload. Thatβs client-side JavaScript updating the grid.

But the URL updates too. After selecting the filter, the URL becomes:
https://www.underarmour.com/en-us/c/mens/shoes/?prefn1=size&prefv1=10
A shopper can copy that URL, send it to a friend, or bookmark it, and land right back on the same filtered view.
Notice what the URL isnβt:
- Not a hash fragment (#size=10), which doesnβt get sent to the server and is ignored by Google.
- Not a mess of bracketed query strings (?filters[0][size]=10).
- Not a dynamic route artifact like /shoes/[category]/ leaking into the live URL.
Itβs a clean, readable query string with named parameters.
Under Armour is using the Next.js router to update the URL as filters change. Under the hood, it wraps the browserβs History API and uses the pushState() method to update the address bar without a reload.
When someone visits that same URL directly, the page loads with the filter already applied.
5. Manors Golf loads third-party scripts
Manors Golf sells golf apparel. Their site runs on Hydrogen, Shopifyβs React-based framework for headless storefronts.
Hydrogen defers its own application scripts automatically since they load as ES modules. However, third-party scripts are the developerβs responsibility. On an ecommerce site, that can be a long list: reviews, chat, personalization, pixels, recommendations, payment scripts.
That matters for SEO in two ways. Render-blocking scripts hurt Core Web Vitals, most directly Largest Contentful Paint (LCP). They also give Googlebot more work to render the page, so it may get processed less reliably.
An external script (<script src="...">) without async or defer blocks HTML parsing. Async fetches in the background and runs when ready. Defer waits until parsing finishes.
Manors loads external scripts from 12 third-party domains, including Klaviyo, TikTok, Microsoft Clarity, and Gorgias.
A look at the Elements panel shows them all loading with async:

By loading third-party scripts with async, Manors keeps them from blocking the initial render. That protects LCP and reduces the work Googleβs Web Rendering Service (WRS) has to do.
The balance between interactivity and crawlability
The issue isnβt that youβre using JavaScript. Itβs what youβre using it for.
Googlebot can process JavaScript, but itβs slower and less reliable than reading HTML. The more your core content, structure, and navigation depend on JavaScript, the more room there is for things to go wrong.
The sites in this article all use JavaScript to enhance the experience rather than deliver it. Do that, and you wonβt have to choose between a good user experience and good SEO.

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8 GEO metrics to track in 2026
Search visibility no longer starts and ends with rankings. AI-driven search has changed where discovery happens β across Google, ChatGPT, Perplexity, and beyond.
Generative engine optimization (GEO) is how brands adapt, shaping how theyβre retrieved and represented inside those systems.
Traditional SEO metrics miss a growing share of that visibility. Pages are now summarized, excerpted, and cited in environments where clicks are optional, and attribution is fragmented. When an AI-generated summary appears, users click traditional search results far less often β in one analysis, just 8% of the time.
That creates a measurement gap. Assessing this gap is where GEO metrics come in.
What visibility means in generative search
GEO focuses on whether AI systems can find, understand, and select your content when generating answers. In generative search, visibility is more than about being indexed or ranked. Your content must be used β cited, summarized, or incorporated β into AI responses.
GEO builds on SEO and AEO, shifting the focus from where content ranks to how clearly it can be interpreted and trusted in context.
In practice, that means optimizing for:
- Extractability: Can this be easily summarized?
- Credibility: Is this a trustworthy source to cite?
- Relevance: Does this directly resolve the query?
Thatβs where GEO metrics become useful.
8 core GEO metrics brands need to track in 2026
GEO performance shows up across a distinct set of signals that reflect presence, usage, and downstream impact.
1. AI citation frequency
AI citation frequency measures how often your brand, website, content, or experts are cited in AI-generated answers.
This is one of the clearest GEO metrics because it shows whether generative systems consider your content useful enough to reference.
Track citation frequency across:
- Google AI Overviews.
- Google AI Mode.
- Perplexity.
- ChatGPT search.
- Gemini.
- Copilot.
- Claude, where source visibility is available.
- Industry-specific AI tools and assistants.
Citation frequency should be tracked at the topic level, not only the domain level. A SaaS company, for example, may want to know whether itβs cited for βcustomer onboarding software,β βproduct adoption metrics,β and βbest tools for reducing churnβ separately.
The goal is repeatable citation across high-value topics.
2. Share of Model Voice (SOMV)
Share of Model Voice measures how often your brand appears in AI-generated answers compared with competitors.
Traditional share of voice tells you how visible a brand is across search, media, or advertising. Share of Model Voice applies that idea to AI responses.
A simple way to calculate it:
- SOMV = Brand appearances across a prompt set Γ· Total answers generated for that prompt set
For example:
- You analyze 100 relevant prompts.
- Your brand appears in 28 of the resulting AI-generated answers.
- Your Share of Model Voice is 28%.
This metric is especially useful for competitive categories because AI answers often compress the consideration set. A user doesnβt see 10 blue links. They may see three recommended vendors, two cited articles, or one synthesized answer.
Thatβs why relative presence matters more than absolute visibility.
3. Answer inclusion rate
Answer inclusion rate measures how often your owned content is used to generate an AI answer, regardless of whether the user clicks.
This differs from citation frequency. A brand may be mentioned without its content being cited. And a page may be used as supporting material even when the brand is not the central recommendation.
Track inclusion across informational, comparison, and decision-stage prompts.
For example, a B2B SaaS company in the SEO or analytics space might track prompts like:
- Informational: βWhat is generative engine optimization?β
- Exploratory: βHow should brands measure AI search visibility?β
- Comparison: βSEO vs GEO vs AEOβ
- Category-level: βBest GEO tools for B2B SaaSβ
- Decision-stage: βHow do I evaluate GEO platforms?β
This metric helps identify which content formats are easiest for AI systems to retrieve and summarize.Β
In many cases, clear definitions, comparison tables, statistics pages, glossaries, and answer-first explainers perform better than broad thought leadership pages because theyβre easier to extract and reuse.
4. Entity recognition and authority
Entity recognition measures how well AI systems understand who your brand is, what it does, and what topics it should be associated with.
This matters because generative systems donβt only match keywords. They interpret entities, relationships, topical authority, and corroborating signals.
Strong entity recognition means AI systems can accurately connect your brand to:
- Your company name.
- Products and services.
- Founders or executives.
- Authors and subject-matter experts.
- Industry categories.
- Locations.
- Use cases.
- Awards, partnerships, and third-party mentions.
- Knowledge graph data.
- Structured data.
Googleβs guidance for AI features emphasizes that the same fundamentals still apply: make content accessible, maintain a strong page experience, and use structured data to help systems interpret whatβs on the page.
In practice, inconsistencies across these signals make it harder for AI systems to reliably connect your brand to the right topics.
5. Sentiment in AI responses
Sentiment measures how AI systems describe your brand.
Tracking mentions isnβt enough. Brands also need to know whether AI-generated responses frame them as credible, outdated, expensive, risky, innovative, niche, enterprise-grade, beginner-friendly, or anything else.
You can monitor:
- Positive, neutral, and negative descriptions.
- Recurring adjectives or claims.
- Incorrect comparisons.
- Outdated product details.
- Missing differentiators.
- Reputation issues.
- Hallucinated features or limitations.
This is where GEO overlaps with PR and brand management. AI-generated answers can shape perception before the user ever reaches your site.
6. Prompt coverage
Prompt coverage measures how many relevant prompts surface your brand. This is the GEO version of keyword coverage, but prompts are more conversational, specific, and intent-rich.
A strong prompt set should include:
- Informational prompts.
- Comparison prompts.
- βBestβ and βtopβ prompts.
- Problem-aware prompts.
- Solution-aware prompts.
- Buyer-stage prompts.
- Role-specific prompts.
- Use-case prompts.
- Local or industry-specific prompts.
- Follow-up prompts.
For a cybersecurity company, βbest cybersecurity platformsβ is only part of the picture. Relevant prompts also look like:
- βHow do mid-market companies reduce phishing risk?β
- βWhat tools help security teams manage vendor risk?β
- βCompare managed detection and response providers.β
- βWhat should a CISO look for in an incident response partner?β
Prompt coverage shows whether your brand is visible across the way people actually ask AI systems for help.
7. Content retrieval success rate
Content retrieval success rate measures how often AI systems pull from your owned content when answering relevant prompts. This is where it gets technical.
If your content isnβt crawlable, structured, fresh, or easy to parse, it may struggle to appear in generative outputs, regardless of subject-matter strength.
You should evaluate:
- Crawlability.
- Indexability.
- Internal linking.
- Page speed.
- Schema markup.
- Clear headings.
- Answer-first formatting.
- Author attribution.
- Publication and update dates.
- Canonical handling.
- Robots.txt and AI crawler access rules.
- Content freshness.
- Source clarity.
Gaps in any of these areas reduce the likelihood that your content is retrieved and used β even when itβs the best answer available.
8. Conversion influence after AI interaction
Conversion influence measures how visibility in AI-generated outputs contributes to downstream business outcomes. That connection isnβt always direct β and itβs rarely cleanly attributed.
A user may see your brand in an AI answer, search your name later, visit directly, ask a colleague, or convert through a paid retargeting path.
Still, brands should track directional signals:
- AI referral traffic.
- Assisted conversions.
- Branded search lift.
- Direct traffic changes.
- Demo or lead quality from AI-referred sessions.
- Returning visitors after AI visibility spikes.
- Sales conversations mentioning ChatGPT, Perplexity, Gemini, or AI Overviews.
- Pipeline influenced by AI-discovery queries.
AI search visitors convert at a 23x higher rate than traditional organic search visitors, even though AI traffic volume was much smaller, according to Ahrefs.
Thatβs the measurement nuance: AI search may drive fewer sessions, but the sessions that do occur can be higher-intent.
Tools and methods for tracking GEO metrics
GEO measurement is still in its early stages, and no single platform captures the full picture. Most brands will need a mix of automated tools, manual audits, analytics configuration, and competitive testing.
Emerging GEO analytics platforms
A growing set of tools β from established SEO platforms to GEO-native products β now track how brands appear across AI-driven search experiences.
For example:
- Semrush AI Toolkit surfaces visibility trends tied to AI-driven search.
- SE Ranking AI Visibility Tracker monitors brand presence across AI-generated outputs.
- Profound focuses on AI citation frequency, sentiment, and competitive visibility.
- Peec AI tracks brand presence and representation across AI systems.
The category is still evolving, but early tools give brands a way to move from assumptions to actual visibility data.
Prompt testing frameworks
Manual prompt testing is still useful, especially when building a baseline. Create a controlled prompt set by topic, funnel stage, persona, and geography.Β
Run those prompts consistently across the same AI platforms. Capture:
- Whether your brand appears.
- Which competitors appear.
- Which sources are cited.
- How your brand is described.
- Whether the answer is accurate.
- Whether your owned content is cited.
- Whether the answer changes across repeated tests.
Because AI answers can vary, single-prompt testing isnβt enough. Track patterns over time.
Analytics and logs
Use GA4, server logs, CRM fields, and referral data to identify traffic and conversions from AI platforms β particularly shifts in direct, branded, and assisted conversions.
Track known AI referrers, including ChatGPT, Perplexity, Gemini, Copilot, Claude, and other AI tools, where possible. Treat this as directional rather than complete, because many AI-influenced journeys show up as direct, branded search, or otherwise unattributed traffic.
Search Console and traditional SEO tools
Search Console still matters, even as clicks decline.
Impressions show whether content is being surfaced, while query data highlights where AI Overviews are absorbing demand, where branded search is increasing, and where content may need restructuring for answer inclusion.
Traditional SEO tools remain useful for technical health, content gaps, backlinks, keyword demand, and competitive research. GEO measurement builds on that foundation, tracking how content is surfaced in AI search.
How to build a GEO measurement framework
Start with a baseline. Choose 5-10 core topics you want AI systems to associate with your brand. For each, map prompts across the user journey. Then build a dashboard across four categories β and assign each to a clear action:
Visibility: Where do we show up?
- AI citation frequency.
- Share of Model Voice.
- Prompt coverage.
- Answer inclusion rate.
Accuracy and reputation: How are we represented?
- Sentiment in AI responses.
- Message consistency.
- Misinformation or hallucination rate.
- Competitive framing.
Technical and content: Can our content be used?
- Content retrieval success rate.
- Schema coverage.
- Crawlability.
- Freshness.
- Entity consistency.
Business impact: Does it drive outcomes?
- AI referral traffic.
- Assisted conversions.
- Branded search lift.
- Direct traffic movement.
- Lead quality.
- Pipeline influenced by AI discovery.
Review these metrics together, not in isolation. Use them to decide what to update, expand, or deprioritize. Finally, connect the framework to business goals.
A publisher may prioritize citations and source inclusion. A B2B SaaS company may focus on category prompts and comparison visibility. An ecommerce brand may look at product recommendations, review sentiment, and visibility across discovery surfaces.
Thereβs no universal GEO dashboard β only the one that helps your team decide what to do next.
Turning GEO metrics into action
GEO metrics are only useful if they change what teams do next. Define the topics you want to be known for, track how those topics show up across AI systems, and use that data to decide what to update, expand, or deprioritize.
Treat visibility as a feedback loop. If your brand isnβt appearing, refine the content. If itβs appearing inconsistently, strengthen the signals around it. If itβs showing up but misrepresented, correct the source.
Over time, the advantage goes to teams that act on these signals consistently β not just the ones that track them.
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Ultra-fast and ultra-portable β Satechi launches its 80 Gbps DotDisk NVMe SSD enclosure Need ultra-fast SSD storage in a portable form factor? Satechi has just released its new 80 Gbps DotDisk NVMe SSD enclosure, delivering next-generation external SSD connectivity. This SSD enclosure is designed for 80 Gbps USB4 V2 and Thunderbolt 5 systems but is [β¦]
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- Galax, KFA2 and HOF are working on next-generation GPUs β Palit confirms
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How to use Google and LLM insights to improve international SEO
Many companies expand internationally by duplicating their U.S. website, translating the language, and keeping the same architecture, navigation, and content structure across markets.
Then performance drops. International versions may convert at half the rate of the original site or struggle to gain traction altogether.
The issue usually isnβt translation. Itβs assuming users in different markets search, navigate, and evaluate information the same way.
Using insights from Google SERPs and LLMs, hereβs how to localize website architecture and navigation for international SEO.
How to use Google to localize content
Googleβs SERP interface is localized for individual markets. Each element β menu order, topic filters, questions, tags, AI structures β reflects learned user behavior.
For example, if you search for a topic or product in the UK and Italy, youβll get different interfaces: The Italian site might show two shopping options, while the UK site puts images at position two. These arenβt arbitrary β theyβre algorithmic predictions based on observed behavior in each specific region.
Google has already done the user research. You just have to extract the signals systematically.Β Every SERP element is optimized through behavioral data, for example:
- Menu order reflects click-through analysis across millions of users.
- Topic filters represent observed refinement patterns.
- People Also Ask (PAA) boxes aggregate real user confusion points.
- Image tags cluster search behavior patterns.
- AI Overviews encode entity relationship patterns that a model has learned.
9 signals to create a localization framework
Use these nine SERP interface elements to contain localization intelligence.
- Menu order/filters reveal primary and secondary search intent. They are localized and dynamic β their order changes due to seasonalities, changes of intent, content behaviors, and breaking news.
- Topic filters show hierarchical refinement patterns (2-3 levels deep). They are influenced by trends and seasonalities, and Google mixes classic search topics with shopping filters.

- People Also Ask (PAA): Three levels are enough for discovering patterns and recurring entities through clustering.

- People Also Search For (PASF) are similar to PAAs but are related searches showing journey connections. In this case, a three-level depth is sufficient to obtain meaningful data.

- Image search tags for entity search: Each tag is also an entity related to the searched entity, or an attribution of that entity. They place entity associations in a visual search context.

- AI Overview fan-outs are AI-predicted follow-up questions from Google.
- AI Mode fan-outs are conversational search path predictions, ideal for exploring entities and triplets.
- Google web guides are pillar pages that break down a topic into subtopics. Itβs ideal for understanding how Google reasons around a subject.

- Multi-LLM comparative analyses examine how ChatGPT, Gemini, and Perplexity structure their answers. LLM answers help identify both the universal semantic core shared across regions and the region-specific entities that emerge when prompted with local context. This reveals which entities matter globally versus locally.

Table of nine localization framework signals
| Signal | What | Why | How to (manual) | How to (with tools) |
| 1. Search Menu Order | Reveals primary and secondary search intent | Menu position shows how Google classifies query intent per market | Open incognito browser, set location to target city, search query, record visible menu items in exact order | BrightLocal for location simulation |
| 2. Topic Filters | Shows hierarchical refinement patterns (2-3 levels deep) | Maps directly to content hub organization | Scroll below search bar to βRefine this searchβ section, document filter chips, click each to reveal sub-levels | Topically.io, Chrome DevTools (inspect filter elements), Python/Selenium for automation |
| 3. People Also Ask | User confusion points and anxiety aggregated from real searches | Direct blueprint for FAQ sections and pillar page H2 structure | Locate PAA box, document visible questions, click each to expand and reveal related questions (2 levels deep), use incognito to avoid personalization | AlsoAsked.com (visualizes PAA trees), ValueSERP API, SerpAPI for automation |
| 4. People Also Search For | Journey paths and related searches showing sequential behavior | Reveals related entities users expect to find connected; informs internal linking | Scroll to bottom of search results, document 8-12 related searches shown automatically | Topically.io, Semrush (βRelated Keywordsβ), Ahrefs (βAlso talk aboutβ), SerpAPI |
| 5. Image Search Tags | Entity search associations (visual and general); multi-word tags reveal co-occurring entities | Tag frequency = entity salience; informs which entities need visual content | Click Images tab, observe tag chips below search bar, document all visible tags (8-15), note multi-word tags | Topically.io, SerpAPI (image search with tags), Selenium scripts |
| 6. AI Overview Fan-Outs | Googleβs AI-predicted follow-up questions; entity relationships the model learned | Specifically informs Google AI Overview, AI Mode, and Web Guide structure; shows content sequencing for user journey | N/A | Qforia by iPullRank, Gemini API with Python/Colab |
| 7. AI Mode Fan-Outs | Conversational search path predictions; multi-turn journey Google anticipates | Reveals complex topic exploration paths; growing importance as Google pushes AI Mode heavily | N/A | Qforia by iPullRank, Gemini API with conversational context in Python/Colab |
| 8. Google Web Guide | Googleβs editorial content organization; H2-level structure Google considers comprehensive | Direct blueprint for navigation structure (not URL paths); categories reveal information types users need | Perform search, look for βWeb Guideβ or βGuideβ SERP feature (appears ~20-30% of queries), expand sections, document H2 headings | N/A (no tools available) |
| 9. Multi-LLM Comparative Analysis | How ChatGPT, Gemini, Perplexity structure answers to identical queries; consensus vs. unique entities | Consensus entities = must-have content; weak/incomplete answers = information gain opportunities; validates citation-worthy content | Enter identical query in each LLM interface, copy full responses, document response length/format/entities/citations (for Perplexity), perform in local language per market | OpenAI API (ChatGPT), Google Gemini API, Perplexity API β all via Python/Colab for batch processing and entity extraction |
Scaling with international SEO
Hereβs an example of a product breakdown between international sites:
- 148 products Γ 6 query variants = 888 queries
- Four markets = 3,552 combinations
- Nine signals = 31,968 data points
However, you donβt need all 31,968 data points.Β Patterns emerge across 15 to 20 products, roughly 10% to 15% of the catalog. Entity relationships repeat across product categories, so sampling 15 products across factions can reveal critical localization patterns.
How to transform data into taxonomy
Letβs say thereβs a hypothetical website based on the Star Wars movies called βSWLegion.com,β which sells tabletop wargaming miniatures. It has several products across factions, eras, and types.
Below is SWLegion.comβs complete URL structure across four markets.
| Category | U.S. (root) | UK (/en-gb/) | Italy (/it-it/) | Spain (/es-es/) |
| STORE HOME | /store/ | /en-gb/store/ | /it-it/negozio/ | /es-es/tienda/ |
| TYPE OF UNIT CATEGORIES | ||||
| Accessories | /store/accessories/ | /en-gb/store/accessories/ | /it-it/negozio/accessori/ | /es-es/tienda/accesorios/ |
| Battle Force Packs | /store/battle-force-packs/ | /en-gb/store/battle-force-packs/ | /it-it/negozio/pacchetti-forza-battaglia/ | /es-es/tienda/paquetes-fuerza-batalla/ |
| Battlefield Expansions | /store/battlefield-expansions/ | /en-gb/store/battlefield-expansions/ | /it-it/negozio/espansioni-campo-battaglia/ | /es-es/tienda/expansiones-campo-batalla/ |
| Commander Expansions | /store/commander-expansions/ | /en-gb/store/commander-expansions/ | /it-it/negozio/espansioni-comandante/ | /es-es/tienda/expansiones-comandante/ |
| Core Sets | /store/core-sets/ | /en-gb/store/core-sets/ | /it-it/negozio/set-base/ | /es-es/tienda/sets-basicos/ |
| Operative Expansions | /store/operative-expansions/ | /en-gb/store/operative-expansions/ | /it-it/negozio/espansioni-operative/ | /es-es/tienda/expansiones-operativas/ |
| Personnel Expansions | /store/personnel-expansions/ | /en-gb/store/personnel-expansions/ | /it-it/negozio/espansioni-personale/ | /es-es/tienda/expansiones-personal/ |
| Starter Sets | /store/starter-sets/ | /en-gb/store/starter-sets/ | /it-it/negozio/set-iniziali/ | /es-es/tienda/sets-iniciales/ |
| Unit Expansions | /store/unit-expansions/ | /en-gb/store/unit-expansions/ | /it-it/negozio/espansioni-unita/ | /es-es/tienda/expansiones-unidad/ |
| Upgrade Expansions | /store/upgrade-expansions/ | /en-gb/store/upgrade-expansions/ | /it-it/negozio/espansioni-potenziamento/ | /es-es/tienda/expansiones-mejora/ |
| FACTION FILTERS | ||||
| Shadow Collective | /store/shadow-collective/ | /en-gb/store/shadow-collective/ | /it-it/negozio/collettivo-ombra/ | /es-es/tienda/colectivo-sombra/ |
| Mercenaries | /store/mercenaries/ | /en-gb/store/mercenaries/ | /it-it/negozio/mercenari/ | /es-es/tienda/mercenarios/ |
| Galactic Empire | /store/galactic-empire/ | /en-gb/store/galactic-empire/ | /it-it/negozio/impero-galattico/ | /es-es/tienda/imperio-galactico/ |
| Galactic Republic | /store/galactic-republic/ | /en-gb/store/galactic-republic/ | /it-it/negozio/repubblica-galattica/ | /es-es/tienda/republica-galactica/ |
| Rebel Alliance | /store/rebel-alliance/ | /en-gb/store/rebel-alliance/ | /it-it/negozio/alleanza-ribelle/ | /es-es/tienda/alianza-rebelde/ |
| Separatist Alliance | /store/separatist-alliance/ | /en-gb/store/separatist-alliance/ | /it-it/negozio/alleanza-separatista/ | /es-es/tienda/alianza-separatista/ |
| TYPOLOGY FILTERS | ||||
| Heroes | /store/heroes/ | /en-gb/store/heroes/ | /it-it/negozio/eroi/ | /es-es/tienda/heroes/ |
| Varies | /store/varies/ | /en-gb/store/varies/ | /it-it/negozio/varie/ | /es-es/tienda/varios/ |
| Infantry | /store/infantry/ | /en-gb/store/infantry/ | /it-it/negozio/fanteria/ | /es-es/tienda/infanteria/ |
| Tools | /store/tools/ | /en-gb/store/tools/ | /it-it/negozio/strumenti/ | /es-es/tienda/herramientas/ |
| Vehicles | /store/vehicles/ | /en-gb/store/vehicles/ | /it-it/negozio/veicoli/ | /es-es/tienda/vehiculos/ |
| ERA FILTERS | ||||
| All Eras | /store/all-eras/ | /en-gb/store/all-eras/ | /it-it/negozio/tutte-ere/ | /es-es/tienda/todas-eras/ |
| Age of Rebellion | /store/age-of-rebellion/ | /en-gb/store/age-of-rebellion/ | /it-it/negozio/era-ribellione/ | /es-es/tienda/era-rebelion/ |
| The New Republic | /store/the-new-republic/ | /en-gb/store/the-new-republic/ | /it-it/negozio/nuova-repubblica/ | /es-es/tienda/nueva-republica/ |
| Fall of Jedi | /store/fall-of-jedi/ | /en-gb/store/fall-of-jedi/ | /it-it/negozio/caduta-jedi/ | /es-es/tienda/caida-jedi/ |
| Reign of the Empire | /store/reign-of-the-empire/ | /en-gb/store/reign-of-the-empire/ | /it-it/negozio/regno-impero/ | /es-es/tienda/reino-imperio/ |
| CONTENT SECTIONS | ||||
| Lore Section | /lore/ | /en-gb/lore/ | /it-it/lore/ | /es-es/lore/ |
| Rules Section | /star-wars-legion/rules/ | /en-gb/star-wars-legion/rules/ | /it-it/star-wars-legion/regole/ | /es-es/star-wars-legion/reglas/ |
| Mini Painting Academy | /mini-painting-academy/ | /en-gb/mini-painting-academy/ | /it-it/accademia-pittura-miniature/ | /es-es/academia-pintura-miniaturas/ |
| About Us | /about-us/ | /en-gb/about-us/ | /it-it/chi-siamo/ | /es-es/sobre-nosotros/ |
Extract entities across signals
Using the above product catalog as an example, use each product as a query seed.
Start manual, with 10-15 products to internalize patterns. Then automate with APIs/Python, and store in a CSV/JSON. Cross-reference entities to identify co-occurrence patterns.
Combine all nine signals into a unified dataset. Then, extract entities mentioned across signals.
Weighted co-occurrence analysis
Track which entities appear together across signals. This reveals which concepts users naturally connect in their thinking.
Each signal has a different reliability weight based on how directly it reflects user intent:
- LLM mentions: 3.0 (high confidence β models trained on usage patterns)
- Query fan-outs: 2.5 (AI predicts relationships from observed behavior)
- PAA: 2.0 (actual user questions connecting entities)
- PASF: 2.0 (sequential journey connections)
- Image tags: 1.5 (visual/entity search context)
- Topic filters: 1.0 (broad categorization)
For example, say thereβs a significant variation in entity relationship complexity across markets, measured as total weighted co-occurrence scores (sum of all entity pair connections, weighted by signal reliability):
- U.S.: 2,639.5 total weight
- UK: 2,359.0 total weight
- Spain: 2,266.0 total weight
- Italy: 1,084.5 total weight
This means the U.S. and UK show 2x more entity relationship complexity than Italy, indicating more complex user journeys requiring deeper content architectures.
Cross-market entity patterns
Not all entities matter equally across markets. Your content strategy depends on recognizing three distinct patterns:
- Universal entities (all four markets): These appear consistently across the U.S., UK, Spain, and Italy. Users everywhere expect this content.
- Market-specific: These entities show concentrated interest in just one market based on current signal validation. Cover these entities deeply in their market of reference but maintain lighter coverage in other markets. In future quarterly re-analysis, verify if interest for these entity types has increased in other targeted markets to determine whether to expand coverage depth accordingly.
- Regional (2-3 markets): These entities appear in most but not all markets, requiring selective deployment. Build content, deploy to 2-3 markets, and evaluate ROI before expanding.
Ontology pattern recognition
Beyond individual entities, track how different types of entities connect. This reveals what content formats work in each market.
Entities cluster into four categories:Β
- Products (actual sellable items)
- Lore (Star Wars universe entities)
- Rules (game mechanics)
- Painting (techniques and processes)
Cross-ontology co-occurrence reveals which content types users expect:
- When products and lore entities appear together frequently across signals, users think in terms of narrative context for purchases:
- Product Γ Lore = Battle scenario content (example: βAT-STβ + βBattle of Hothβ = Hoth battle guide)
- When products and painting entities co-occur, users research techniques for specific models:
- Product Γ Painting = Unit-specific technique guides (example: βClone Trooperβ + βblue markingsβ = 501st painting tutorial)
- When painting and lore entities connect, users want thematic aesthetic guidance:
- Painting Γ Lore = Themed painting content (example: βterrainβ + βScarifβ = tropical planet terrain tutorial)
- When lore entities cluster together, users compare or navigate between story elements:
- Lore Γ Lore = Era/faction comparisons (example: βClone Warsβ + βGalactic Civil Warβ = timeline guide)
Market-specific pattern differences
These ontology patterns vary dramatically by market, revealing which entities matter, how users think about connections, and how to optimize internal linking architecture. Hereβs an example weighted co-occurrence analysis
USA: Product Γ Lore, weight 60.0 (highest of any market)
- What this means: American users discover products through lore narratives β build battle scenarios linking story to miniatures.
- Internal linking strategy: From the βAT-ST Walkerβ product page, prominently link to /lore/battle-of-hoth/ with anchor text emphasizing narrative context (βDeploy the AT-ST in the iconic Battle of Hothβ). From lore pages, link back to related products within battle scenario descriptions.
UK: Painting Γ Lore, weight 15.0 (unique to UK and U.S. only)
- What this means: British users want battle-themed painting guides β content like βPaint a Hoth snow baseβ works here but is less relevant elsewhere.
- Internal linking strategy: From /mini-painting-academy/snow-base-tutorial/, link to /lore/battle-of-hoth/ and to relevant product pages like βSnowtrooper Unit Expansion.β Create bidirectional links between painting techniques and the lore/battle contexts where those techniques apply.
Spain: Product Γ Lore, balanced at 27.0 each
- What this means: Spanish users balance story interest with product focus β equal emphasis needed.
- Internal linking strategy: Moderate internal linking between product and lore pages. From βLuke Skywalker Commanderβ product page, include links to both /lore/luke-skywalker/ and related products. Avoid over-emphasizing either connection type.
Italy: Product Γ Lore weight 10.5 (weakest)
- What this means: Italian users donβt connect lore to products β skip elaborate battle scenarios. Focus on product specs and painting basics.
- Internal linking strategy: Minimize product-to-lore internal links. From product pages, prioritize linking to /mini-painting-academy/ tutorials and related products by faction or unit type. Keep lore pages separate from product discovery paths.
How to validate your framework
Entities should appear in 3+ signals to be validated. One appearance could be an anomaly or noise.
False-positive check
Signals reveal what users reference, not always what they want. For example, a site appears across multiple markets in various signals, so itβs confirmed as a universal entity in LLM responses across all markets. But its presence in Image Search tags is minimal.
- Interpretation: Users ask about the site as a reference point but arenβt searching for images of its products extensively.
- Strategy: Build a comparison article/FAQ, not extensive image galleries or deep informational content.
- Validation question: Does the signal show what users want or what theyβre using for context?
Coverage gap analysis
For example, letβs say signal validation reveals dramatically different entity landscapes across markets β in other words, how many distinct, validated entities appeared in 3+ signals per market:
- U.S.: 31 entities
- UK: 28 entities
- Spain: 29 entities
- Italy: 16 entities
Italy has half the entity coverage of other markets, revealing a fundamental difference in how Italian users approach this product category β a strong strategic signal.Β
If Italian users show concentrated interest in fewer entities, with heavier emphasis on foundational questions (for example, PAAs) rather than deep entity exploration, theyβre asking, βwhat is this?β and βhow does this work?β
Thereβs an information gain opportunity here: While competitors might translate all 31 US entities to Italian, creating shallow content Italian users donβt need, you can dominate the 16 entities that actually matter to this market with comprehensive, beginner-focused content.
Actions to take:
- Italy needs foundational 101-level content rather than deep entity exploration.
- FAQ-driven approach matches PAA dominance in Italian signals.
- Invest in clear product specifications, basic painting tutorials, and simple rule explanations.
- Build comprehensive coverage of the 16 validated entities before considering the other 15.
- Monitor quarterly. If Italyβs validated entity count grows, market maturity increases, and expand coverage accordingly.
Youβre not trying to force-fit U.S. models onto Italian users, youβre serving the actual information needs for this market.
How to structure internal architecture
Maintain a consistent technical structure across all markets with canonical tags, hreflang, CMS architecture, and analytics.
For the complete structure of the SWLegion.com example, see its full architecture.
Ecommerce section:
- U.S. (root): /store/, /store/{category}/, /store/{filter}/
- UK: /en-gb/store/, /en-gb/store/{category}/, /en-gb/store/{filter}/
- Italy: /it-it/negozio/, /it-it/negozio/{categoria}/, /it-it/negozio/{filtro}/
- Spain: /es-es/tienda/, /es-es/tienda/{categorΓa}/, /es-es/tienda/{filtro}/
Content sections:
- U.S. (root): /lore/{entity}/, /star-wars-legion/rules/{topic}/, /mini-painting-academy/{guide}/, /about-us/
- UK: /en-gb/lore/{entity}/, /en-gb/star-wars-legion/rules/{topic}/, /en-gb/mini-painting-academy/{guide}/, /en-gb/about-us/
- Italy: /it-it/lore/{entitΓ }/, /it-it/star-wars-legion/regole/{argomento}/, /it-it/accademia-pittura-miniature/{guida}/, /it-it/chi-siamo/
- Spain: /es-es/lore/{entidad}/, /es-es/star-wars-legion/reglas/{tema}/, /es-es/academia-pintura-miniaturas/{guΓa}/, /es-es/sobre-nosotros/
Slug localization:
- Store slugs fully localized (/store/ β /negozio/ β /tienda/).
- Content section slugs localized where natural (/rules/ β /regole/ β /reglas/, /mini-painting-academy/ β /accademia-pittura-miniature/).
- Entity slugs within content localized for official translations (Spain: /es-es/lore/conde-dooku/ vs English /count-dooku/).
What stays consistent
- Path structure: /lore/, /store/, /rules/ exist everywhere even if entity coverage or category emphasis differs.
- Product inventory: Physical products remain the same across markets (same 148 SKUs), though merchandising and filtering emphasis may vary.
- Core navigation sections: All markets have Store, Lore, Rules, Mini Painting Academy, About Us, but internal linking architecture and content depth within each section adapts to market signals.
Entity coverage
Create a master entity list flagged by market validation. This will become your strategic content roadmap, preventing duplication while ensuring comprehensive coverage where it matters.
Entities cluster into two strategic categories:
- Universal entities validated across all 4 markets: Darth Vader, Luke Skywalker, painting, terrain, miniatures, core factions (Galactic Empire, Rebel Alliance, Separatist) β these form your foundation and users everywhere expect this content.
- Market-specific entities showing concentrated validation in one or two markets: 501st Legion (U.S./UK only), Shatterpoint comparison (Italy only), Wookiees (Spain only) β these are your localization differentiators.
Phase 1 build: Start with universal entities. Build 12-15 cornerstone pages, translate to all four markets for 48-60 total pages. These establish a baseline coverage across your entire international footprint.
Phase 2 build: Add market-specific entities. Create 25-35 localized pages to be deployed selectively only to validated markets. A 501st Legion deep-dive may go live in the U.S. and UK but not in Italy or Spain.
Total strategic content: 73-95 pages across four markets. This is a better, more refined strategy than covering 148 product entities Γ four markets, adding lore/rules/painting content for all entities across all markets, which would create dozens of wasted pages.Β
How to implement an AI roadmap
Building out your international SEO can present some challenges. Here are some roadblocks and strategies to do it right.Β
Implementation challenges
Letβs look at some hurdles to implementing AI to search.
CMS limitations
Most CMS platforms arenβt designed for entity-level localization. Whatβs needed is conditional page creation based on market validation.
For example: Add a βTarget Marketsβ custom field to your CMS with checkboxes for different markets β U.S., UK, Italy, Spain, in our example.Β
Content team scaling
Creating dozens of localized pages requires subject matter expertise, native language writers, and cross-market coordination.Β
Start with one market β the second-largest, not the largest, to learn with a lower risk. Build 5-10 entity pages, validate traffic and conversions, and then scale to other markets only when ROI is proven.
MaintenanceΒ
Markets evolve, new products launch, entities gain or lose relevance, and signals need periodic re-analysis.Β
Re-run an abbreviated nine-signal analysis on the top 20 entities on a quarterly basis. Look for significant shifts: If entities drop from 3+ signals to one signal, consider deprecating content.
Continuous intelligence systems
Here are some tools to help monitor AI systems:
- Wikipedia edit monitoring: Create watchlists for 10-15 key entities per market, and set email alerts for significant edits. Major additions or edit wars signal rising interest β if that happens, review entity page content and update accordingly.
- Reddit velocity tracking: Track comment velocity on entity mentions. Entities mentioned in 5+ threads in one week (an unusual spike) should be investigated.Β
- TikTok and Instagram trends analysis: Monitor trending hashtags and viral content patterns related to your product categories. Rising hashtag usage or viral content patterns can indicate emerging entity interest before they appear in traditional search signals.
- Google Trends βrisingβ analysis: Monitor βrisingβ queries monthly (not absolute volume). Queries with +100% week-over-week growth signal emerging interest.Β
Building a roadmap
Now that you know what roadblocks lie ahead, hereβs how to implement the plan.
Month 1: Foundation
- Choose one market for learning and prototyping. Select 10-15 products to sample and conduct a systematic nine-signal analysis.
- Create an entity list with co-occurrence weights and 3-5 validated market-specific entities.
Months 2-3: Content creation
- Build universal pillar pages and translate to all markets, and build market-specific entity hubs, starting with one initially. Implement internal linking based on co-occurrence weights.
Months 4-6: Validation and expansion
- Monitor entity coverage rates, LLM topic visibility, and market-specific traffic growth.
Months 7-12: Full multi-market rollout
- Expand to all markets. Run continuous intelligence systems, including: Wikipedia watchlists, Reddit monitoring, TikTok/Instagram trends, and schedule quarterly signal re-analysis.
How to measure success
After implementing changes and incorporating AI into your international search strategy, hereβs how to determine whatβs working and where to improve.
Entity coverage rate
This metric tells you if youβre covering entities that actually matter to users in each specific market, not just translating pages indiscriminately.
- Formula: (Entity pages built / Total validated entities from signal analysis) Γ 100
- Example: Your signal analysis validated 28 entities in the UK (entities appearing in 3+ signals). You built dedicated pages for 22 of these entities. Your entity coverage rate is: 22/28, or 79%.
- Target: 70%+ coverage for each priority market.
Consider the strategic difference. For example, letβs say your UK site covers 79%, or 22 of 28 validated entities, focusing resources on entities users actually search for, ask questions about, and engage with across multiple signals.Β
While a competitor translates 148 product entities, achieving β100% coverageβ on paper, but wastes resources covering entities UK users show minimal interest in.
Your 21% gap (6 uncovered entities) isnβt a failure, but a strategic prioritization.Β
These lower-priority entities can be added if quarterly re-analysis shows their signal validation strengthening β moving from 2 signals to 3+ or appearing in additional signal types.
Tools for tracking entity coverage:
- Screaming Frog: Crawl your site and count entity pages by market subfolder.
- Google Sheets: Cross-reference validated entity lists against live URL inventory.
LLM topic visibility
Track whether your site appears in LLM responses for key topics, not individual citation counts. The goal is to measure topical authority, not vanity metrics.
For ChatGPT/Gemini/Perplexity/Claude: Use WAIKay.io to systematically track your visibility across multiple LLMs. The platform allows you to:
- Set up monitoring for specific queries across ChatGPT, Gemini, Perplexity, and other AI platforms
- Track whether your domain appears in responses (mentions, summaries, citations)
- Monitor visibility changes over time with historical tracking
- Generate reports showing presence/absence per topic, per LLM
For AI Overviews/AI Mode: Use Semrush One to monitor Googleβs AI-powered SERP features.Β Alternative tools, such as Ahrefs, Advanced Web Rankings, and SISTRIX (AI Overview presence reporting), offer similar capabilities.
Target benchmarks:
- Universal topics: Visibility in 2+ LLMs across all markets.
- Market-specific topics: Visibility in 2+ LLMs for a specific marketβs language queries.
This validates if your content quality and entity coverage are sufficient for LLMs to consider you an authoritative source worth including in their responses. Lack of visibility signals content gaps or insufficient topical depth.
Incorporate AI and LLMs into your international SEO today
Most international sites treat taxonomy as infrastructure: build once, maintain minimally, and refresh every 2-3 years during a website redesign.Β
Our SWLegion.com example started with an identical architecture across four markets. Implementing this strategy, we showed how to localize architecture and navigation and optimize for each market.
This strategy builds something fundamentally different β architecture that breathes with market behavior, responding to signals rather than assumptions. Youβre cultivating taxonomy rather than just maintaining a website.
Your new taxonomy will reflect current user behavior and also anticipate and adapt to behavioral shifts before competitors notice that the market has changed.
AI SEO punishes lazy marketing strategies by Brick Marketing

Over the past few decades, digital marketing has settled into a stable system. While it spans SEO, content marketing, social media, and digital advertising, many programs have relied on a predictable core that didnβt always use every available channel.
This gave digital marketers a sense of predictability and comfort. For years, teams stuck with what worked and refined execution through the same familiar framework. AI search has disrupted that comfort and exposed our inconsistencies. To succeed with AI SEO, we need a much more comprehensive approach.
AI SEO rewards strategic marketingΒ
Over the past 15 to 20 years, digital marketing settled into a predictable rhythm, with each channel playing a defined role.Β
Content marketing, social media, SEO, paid advertising, and email followed similar strategies with little variation. Little happened outside this structure, and many of us grew βlazy.βΒ
The structure worked, so we let other strategies fall away.
The problem? It created a false sense of security. We should have been doing more all along, and those broader strategies are now driving real visibility in AI search.
AI has disrupted digital marketing in ways that werenβt obvious at first. Itβs changed user search behavior and how brands are evaluated.Β
Traditional search relied on algorithms and a primary source. AI pulls from multiple inputs across many sources.
Those sources should already exist. Theyβre your marketing β the way you present your brand across platforms like social media, third-party directories, press releases, brand mentions, and more. In short, anything outside your website.
In this system, your website and the strategic marketing that supports it are just one part of the whole. Itβs now one of many sources AI uses to understand your brand and offer. AI search reflects the strength of marketing across all these sources.
Visibility Is not limited to your website
One of the biggest disruptions AI has caused is that the website is no longer central to your marketing strategy or visibility. Itβs now part of a much larger ecosystem. You still need a strong website, as always, but you must account for how much broader the landscape has become with AI search.
While driving traffic to your website still matters, itβs no longer the only focus. The goal used to be maximizing website visibility β achieve that, and results would follow. That still works to a degree, but treating it as the only path to visibility is outdated.
AI pulls information from a wide range of sources β articles, brand mentions across platforms, third-party profiles, published content β and all of it shapes how it understands who you are and what you do.Β
Your website is just one part of this broader scope. If you focus only on your website, you limit AIβs ability to find you.
This is where most marketing programs fall short, especially those built before AI. To modernize, your brand must be visible across a much wider scope.Β
AI SEO requires an intentional presence
AI favors brands that show up online with intent. Theyβve built a cohesive ecosystem across the wider internet.Β
A segmented marketing approach may have worked in the past, but it no longer has the same impact. We got away with it because when each channel performed well, it still felt effective and met our goals.
AI doesnβt allow this anymore. It favors brands with many connected signals, because it links them across the internet. It evaluates how your brand appears across these sources and looks for consistent messaging and expertise.Β
When these signals align, your AI visibility strengthens. When theyβre scattered or your broader presence is weak, your AI visibility is weak.
This is why itβs important to develop a marketing strategy that accounts for this. A brand with a coordinated presence across the internet β across its website and other marketing channels β is whatβs required today.Β
Lazy marketing strategies are exposed
This is the real issue with βlazy marketing.β We define it as sticking to the old approach β treating each channel separately and relying on the same tactics that have always worked. That approach may have delivered results before, but those days are gone.
At the time, this approach still delivered results. A strong SEO foundation consistently drove leads, and paid advertising offered similar predictability. These tactics worked so well that there was little need to go beyond them.
We need to go beyond it to keep up. Your brand needs to show up across multiple sources β thatβs how AI finds you. If your competitors are already building their presence, you need to do the same or get left behind. Theyβll take more space in AI-generated answers than you.
This means that if you have gaps in your marketing, you canβt hide them anymore. AI exposes these inconsistencies and forces you into the broader digital space.
Transition into the era of AI searchΒ
Now is the time to move beyond the old model and adopt a new understanding of what works in digital marketing. The old approach no longer works on its own β it must be part of a broader system.
These are the strategies we should have been using all along: press releases, directory listings, and marketing beyond your own website.
AI search rewards an all-encompassing marketing strategy because thatβs what works. Core channels like social media, SEO, content marketing, and paid advertising still matter, but theyβre not enough on their own.Β
AI hasnβt changed the rules. It has enforced them.
This is what has always worked in marketing. The difference now is that you canβt get away with doing less.
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The post GeIL launches JEDEC standard DDR5-8000 memory ahead of Computex appeared first on OC3D.
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Wccftech
- NVIDIA Aims To Expand Manufacturing Capacity In The US By 10x Through Corning Partnership, Mainly Focusing on Optical Connectivity
NVIDIA Aims To Expand Manufacturing Capacity In The US By 10x Through Corning Partnership, Mainly Focusing on Optical Connectivity
NVIDIA is bringing 10x manufacturing capacity and creating over 3000 high-paying jobs in the US through its partnership with Corning. U.S. Optical Connectivity Manufacturing Sees A Big Boost From NVIDIA & Corning Partnership Press Release: NVIDIA andΒ Corning IncorporatedΒ today announced a multiyear commercial and technology partnership to dramatically expand U.S.-based manufacturing of the advanced optical connectivity solutions needed to power next-generation AI infrastructure. Corning will increase its U.S.-based optical connectivity manufacturing capacity by 10x and expand its U.S. fiber production capacity by more than 50% to meet the accelerating demand driven by AI factory buildouts. The expansion includes the construction of [β¦]
Read full article at https://wccftech.com/nvidia-to-expand-manufacturing-capacity-in-us-by-10x-through-corning-partnership/

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Wccftech
- PCI-SIG Pushes PCIe 8.0 to 1 TB/s and 256 GT/s by 2028, an 8x Leap Over PCIe 5.0 Built for Data Centers
PCI-SIG Pushes PCIe 8.0 to 1 TB/s and 256 GT/s by 2028, an 8x Leap Over PCIe 5.0 Built for Data Centers
PCI-SIG has released the PCIe 8.0 specification with the 0.5 draft detailing up to 1 TB/s bandwidth & 256 GT/s data rates. PCIe 8.0 Standard Will Be Ready by 2028, Made For Next-Gen Data Centers With 1 TB/s Bandwidth The PCIe 8.0 specification highlights a major uplift versus existing standards, offering 8x the raw data rate and bandwidth of PCIe 5.0. On paper, PCIe 8.0 offers a 256 GT/s data rate and 1 TB/s of raw bi-directional bandwidth via a 16x lane configuration. The standard utilizes the PAM4 signaling technology and is backward-compatible with existing PCIe technology. PCI-SIG states that [β¦]
Read full article at https://wccftech.com/pci-sig-releases-pcie-8-0-specification-1-tbps-bandwidth-256-gtps-data-rate-by-2028/

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Wccftech
- PRAGMATA Hits 2 Million Sales While PS5 Pro Owners Get a Sharper Resolution Bump and Cleaner Ray Tracing
PRAGMATA Hits 2 Million Sales While PS5 Pro Owners Get a Sharper Resolution Bump and Cleaner Ray Tracing
CAPCOM's PRAGMATA launched last month on PC and consoles after years of development. Although the long development cycle did not bode well for the company's new IP, the game turned out great, selling over 1 million copies in just a few days of availability. The game's success wasn't limited to its launch window, as Hugh and Diana's adventure has been confirmed to have hit over 2 million copies sold worldwide, while the game received some surprise improvements on PlayStation 5 Pro that make this version of the game even more the definitive console version. While celebrating this new sales milestone [β¦]
Read full article at https://wccftech.com/pragmata-2-million-sales-ps5-pro-resolution-bump-ray-tracing/

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Wccftech
- PC Manufacturers To See Massive Decline In Motherboard Shipments In 2026 Due To Low Consumer Demand As Component Prices Rise
PC Manufacturers To See Massive Decline In Motherboard Shipments In 2026 Due To Low Consumer Demand As Component Prices Rise
Motherboard shipments are going to see a sharp decrease in 2026 as PC component prices continue to rise, and consumer interest is at an all-time low. Motherboard Makers Will Ship Several Million Lower Units Than Last Year As Consumer Interest In PC Hardware Spirals Down PC component prices are at an all-time high. The worst-affected products are memory, graphics cards, and storage. Meanwhile, CPUs have also started to get more expensive as AI demand continues to get wilder each passing day. And it's not a matter of just rising prices; consumer hardware also sees wide-spread shortages. The main reason is [β¦]
Read full article at https://wccftech.com/pc-manufacturers-massive-decline-motherboard-shipments-rising-prices-low-demand/

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BetaList - Discover tomorrow's startups, today
- WaySpend β Track your net worth, investments, and FIRE goals all in one place
WaySpend β Track your net worth, investments, and FIRE goals all in one place
WaySpend unifies your finances on one dashboard so you can track spending, manage budgets, and see net worth across cash, stocks, crypto, and real estate. Connect thousands of banks via Plaid or import CSV/PDF statements and get AI-powered insights on where your money goes. It helps you plan for financial independence with FIRE simulations, Coast FIRE tracking, and lifestyle inflation detection. It uses read-only bank access with 256-bit encryption and never stores your credentials.
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BetaList - Discover tomorrow's startups, today
- Inkfluence AI β Turn a prompt into a finished PDF or EPUB ready to publish
Inkfluence AI β Turn a prompt into a finished PDF or EPUB ready to publish
Inkfluence AI turns a single prompt into a structured, professionally formatted ebook. You can write, edit, brand, and export as PDF, EPUB, or DOCX with layouts ready for Amazon KDP. The platform includes a cover designer, AI audiobook conversion, translation into 30+ languages, and real-time cloud sync across web and iOS. Create guides, lead magnets, and client deliverables you can sell or share with consistent branding and export-ready files.
SaolaAI
Autonomous quality for engineering teams
Above Security
AI agents for insider risk detection and response
bazarr.ai
Search deals anytime with Baz
Orbb
Relationship intelligence for B2B sales teams
Reborn Medical
Real-time brain imaging for critical care
Bagel AI
Your Product Decisions Partner
Seemore Data
40% autonomous cost reduction on Snowflake environments
Bluespine
AI claims review for employer health plans
EnzoPi
Programmable materials platform for advanced manufacturing
BOND
Making the fourth dimension visible
PyPI Packages Deliver ZiChatBot Malware via Zulip APIs on Windows and Linux

Will AI eat software? Not so fast
Can we tax the robots?
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TechRadar - All the latest technology news
- Apple may be about to let you replace its AI with ChatGPT, Gemini, and Claude β and it could change the iPhone forever
Apple may be about to let you replace its AI with ChatGPT, Gemini, and Claude β and it could change the iPhone forever
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TechRadar - All the latest technology news
- You canβt firewall a conversation: how AI red-teaming became mission-critical
You canβt firewall a conversation: how AI red-teaming became mission-critical
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TechRadar - All the latest technology news
- Get Β£80 off the isinwheel GT4 Dual Motor Electric Scooter but only with our exclusive code
Get Β£80 off the isinwheel GT4 Dual Motor Electric Scooter but only with our exclusive code
AMD X970E motherboards could use a refreshed PROM21 chipset
AMDβs next-generation Ryzen motherboards could be very similar to todayβs designs This week, Biostar confirmed that it plans to showcase βnext-generation AMDβ motherboards at Computex 2026. While the company did not release any information about these motherboards, it did unveil that we would learn more very soon. According to the leaker MEGAsizeGPU, the next generation [β¦]
The post AMD X970E motherboards could use a refreshed PROM21 chipset appeared first on OC3D.
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Wccftech
- SEGAβs Stranger Than Heaven Drags Snoop Dogg Into a 50-Year Yakuza Saga Spanning Five Eras of Japan
SEGAβs Stranger Than Heaven Drags Snoop Dogg Into a 50-Year Yakuza Saga Spanning Five Eras of Japan
During the announced Xbox Special Look broadcast, SEGA and RGG Studio revealed plenty of new details about Stranger Than Heaven, their upcoming new intellectual property. First of all, the game is targeting a Winter 2026 launch on Xbox Game Pass, Xbox Series X|S, Xbox on PC, Xbox Cloud Gaming, Steam, and PlayStation 5. Stranger Than Heaven is set up as a sprawling, multi-generational saga spanning 50 years of Japanese history, from 1915 to 1965. The story begins in 1915 San Francisco, where a young boy namedΒ Makoto DaitoΒ (born to an American father and Japanese mother; played by actor Yu Shirota) faces [β¦]
Read full article at https://wccftech.com/sega-stranger-than-heaven-snoop-dogg-50-year-japan-saga/

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BetaList - Discover tomorrow's startups, today
- Cost Seg Smart β Order IRS-defensible cost segregation studies in under an hour
Cost Seg Smart β Order IRS-defensible cost segregation studies in under an hour
Cost Seg Smart delivers engineering-based cost segregation studies for residential and commercial properties across the U.S. Enter your property details and receive a CPA-ready, IRS ATG-aligned report with component-level MACRS schedules, audit documentation, and Form 3115 support in under an hour. Pricing starts at $495, with studies using RSMeans cost data, assessor records, and satellite imagery to produce IRS-defensible results your CPA can file immediately.
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BetaList - Discover tomorrow's startups, today
- RemoDone β Turn your messy remodel contract into a tracked project
RemoDone β Turn your messy remodel contract into a tracked project
Remodeling feels like a luck game where you're the only one who doesn't know the rules. RemoDone brings clarity starting with your contract. We turn scope, warranties, and payment terms into plain English and help you track milestones so nothing slips. Stay informed, ask the right questions, and stay in control from day one to done.
Basedash MCP server
Your data analyst, in every AI tool you already use
Arkiv
Modern Asset Protection for Designers
Saydi
Live voice translation to hear the conversation instantly
FlowMarket
A social network of AI agents generating B2B deals
Askmeety
The best meeting notes you never wrote and 100% on your Mac
GetThis
Turn voice, text, or screenshots into tasks.
MESA
Describe your Shopify workflow. MESA builds it.
reMarkable Paper Pure
The reMarkable 2 successor goes back to basics
LikeTony.ai
Make your landing sound like Elon, Jobs or Yoda
Forge
A complete React toolkit made for AI
Memory Tags
Scan text to make flashcards and improve your memory
Contextual Moderation for Chat
AI-powered moderation for safer chat experiences
ExploreYC
Your data layer for Y Combinator's startup ecosystem
GPTβ5.5 Instant
Smarter, more personal answers as ChatGPT's new default
Neo by Amp
The Amp CLI has been rebuilt from the ground up
ClearMesh
A Git-like platform for datasets, models, and binary folders
Phrony
Ship AI agents without the operational burden
Lovie Formation - Incorporation MCP
Incorporate your next company easily.
MultiChat
The only messaging app you'll ever need.
Hachigo
Turn repetitive AI tasks into apps
Claude Agents for Financial Services
Finance agent templates for pitches, KYC, and closing books
Google Pomelli Catalog
Turn a product catalog into branded campaign assets
Luma Uni 1.1 API
A reasoning model that interprets intent before it generates
Lingo.dev v1
Localization engineering platform for consistent translation
DevPass by LLM Gateway
One key to access every coding model in 3 flat prices
MotionID by MotionAnalytics
Turning Motion into Identity
Reborn Medical
Real-time brain imaging for critical care teams
Hyperflow
Indexed blockchain data platform for enterprise teams
Shopeaks
Every click deserves its own store
RAKOR
Custom CRM and AI automation for businesses
Cyvers
Threat prevention for crypto transactions and wallets
Crowded
Banking and finance platform for nonprofits
Freecurve Labs
Rendering molecular interactions predictively
ProductClank
Borrow Distribution, Not Capital
SLED AI
Public-sector revenue engine for B2B companies
Navigage AI
AI guide for Medicare benefits and savings
Psistar
The agentic team member for high-stakes operations
Genrate.ai
The military-grade recon machine for revenue teams.
Xenaris
When a deal dies, nothing should be wasted
Propello
Create the pipeline you never had
Kai ai
Everyday support for today's life challenges
Gyro Autopilot - Easy Flight Refunds
100s of Dollars Could Be Sitting in Your Inbox π₯
Shopeaks
Social storefronts for posts, stories, and ads
Aiso
Rank your brand in ChatGPT, Gemini, and AI answers
Rhino Certification
Certified photo, video, and call proof for fraud checks
Navigage AI
Medicare savings assistant that finds hidden benefits
GoPerfect
Talent Sourcing Describe who you're looking for
Bagel AI
AI product intelligence for product and GTM teams
Fareplace
Activate smart content to unlock a revenue leap
Cyvers
Built for every institutional use case
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TechRadar - All the latest technology news
- The KitchenAid Semi-Automatic Espresso Machine is excellent β and now I think all manual machines should feature flat-bottomed porta filters
The KitchenAid Semi-Automatic Espresso Machine is excellent β and now I think all manual machines should feature flat-bottomed porta filters
Take-Two CEO Says Borderlands 4 on Switch 2 "Doable" but PC Optimization Takes Priority
Zelnick maintains that running Borderlands 4 is still "doable" on the Nintendo Switch 2, although Nintendo gamers may be in for a significant wait if the game's performance on the Steam Deck and other, more powerful, gaming handhelds is anything to go by. It should be noted that a recent update to Borderlands 4 claimed to deliver a 20% performance improvement at high resolutions and up to 40% improvements at 1080p on the minimum PC spec.
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The Hacker News
- vm2 Node.js Library Vulnerabilities Enable Sandbox Escape and Arbitrary Code Execution
vm2 Node.js Library Vulnerabilities Enable Sandbox Escape and Arbitrary Code Execution

Five architects of the AI economy explain where the wheels are coming off
FBC: Firebreak Will Remain on Life Support Despite Poor Performance
The game studio also reinforced that Control Resonant is still on-track for a 2026 launch, and that it expects 2026 to be a pivotal year, with the studio likely expecting strong launch figures for Resonant, given how popular the first Control game was. The studio didn't share exact numbers, but noted that Control continued to show strong sales figures in early 2026. The studio also confirmed that it is in the proof-of-concept phase of an as-yet unnamed new project and in full production on remakes of Max Payne 1 and 2.
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TechPowerUp
- ATK Reveals Dragonfly A9 Mini Master Edition: Logitech G Pro X Superlight 2C Shape, Customized PAW 3955 Sensor
ATK Reveals Dragonfly A9 Mini Master Edition: Logitech G Pro X Superlight 2C Shape, Customized PAW 3955 Sensor
As for exact internal specifications, not much has been revealed, but it would make sense for ATK to use a Nordic 52-series MCU and either tuned Omron optical or Huano mechanical switches. Regardless of MCU, the ATK Dragonfly A9 Mini will likely feature 8 kHz polling and ATK's typical "Ice-Feel" coating. The skates deviate from Logitech's design, with two large flat skates at the front and back as well as the typical ring around the sensor. Pricing and availability have not yet been announced, but it will likely cost around the same $59.98-74.98 range as the regular Dragonfly A9 series.

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BetaList - Discover tomorrow's startups, today
- 1stStep β Tailor your resume and find matching jobs with AI in 30 seconds
1stStep β Tailor your resume and find matching jobs with AI in 30 seconds
1stStep.ai helps you land interviews faster by tailoring your resume to each job, writing cover letters, and scoring ATS keyword matches in about 30 seconds. Upload a resume or import from LinkedIn to see skill gap analysis, targeted rewrites, and clean, downloadable formats. Use the built-in job search to find nearby roles, bulk-apply with custom resumes, and track applications in one place. Optimize your LinkedIn profile, prep for interviews, and keep data localβparsing runs in your browser with optional backups.
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BetaList - Discover tomorrow's startups, today
- Scamp β A tool for designers who work with or without agents
Scamp β A tool for designers who work with or without agents
Scamp is a local-first design tool that writes real TSX and CSS Modules directly into your project folder. You can draw layouts, set flex, and style elements while it saves code exactly as you would. It watches your files for changes and updates the canvas instantly for true bidirectional sync. A built-in terminal runs agents like Claude Code in your project context. No cloud or accountsβjust standard files you can open in any editor and commit with git.
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BetaList - Discover tomorrow's startups, today
- Bugzy β Bugzy brings clarity to QA workflows from bug report to release sign-off
Bugzy β Bugzy brings clarity to QA workflows from bug report to release sign-off
Bugzy is a QA workflow platform that helps teams manage what happens after bugs are found, from report to release decision. Instead of just capturing issues, Bugzy connects them to environments and release cycles, giving teams a clear view of whatβs inside each release and what needs attention before shipping.
With built-in technical context like logs, network activity, and session replay, Bugzy makes issues easier to understand and reproduce. It brings structure to QA workflows, helping teams track progress, collaborate, and make confident release decisions with a clear sign-off step.
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BetaList - Discover tomorrow's startups, today
- FlowBeacon β Manage pool chemistry, inventory, and tasks with clear analytics
FlowBeacon β Manage pool chemistry, inventory, and tasks with clear analytics
FlowBeacon is an all-in-one pool maintenance app for DIY owners and certified pool operators. It streamlines water testing, calculates chemical dosing, tracks chemical inventory, and organizes checklists and maintenance across single or multiple pools. Use analytics to spot trends, store photos and notes, and keep a complete history so your water stays clear and equipment runs smoothly.
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TechRadar - All the latest technology news
- 'A foundational block of modern cybercrime': The inside story of a 15,000+ website network using popular ad trackers to peddle AI investment scams
'A foundational block of modern cybercrime': The inside story of a 15,000+ website network using popular ad trackers to peddle AI investment scams
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Wccftech
- Pixelβs Tensor Chips Can Easily Handle Liquid Glass, But Googleβs Approach Promises One Benefit, Preventing This UI Transition
Pixelβs Tensor Chips Can Easily Handle Liquid Glass, But Googleβs Approach Promises One Benefit, Preventing This UI Transition
Googleβs Sameer Samat, the Android chief, has already confirmedΒ that the companyβs Android 17 will not be a Liquid Glass makeover, but donβt believe that's because the Tensor chips powering the Pixel family are underpowered in any manner. Sure, these SoCs are slower than current-generation competitors, but running Appleβs latest UI shouldnβt be a problem for them. Itβs just that Google has a different vision for how its Android platform should look and behave, and thereβs actually a major benefit for users with the company sticking to Material You. Google is highly conservative in background processing, which helps preserve battery life, [β¦]
Read full article at https://wccftech.com/google-tensor-chips-can-run-liquid-glass-but-they-will-not-because-of-one-reason/

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TechRadar - All the latest technology news
- 'It just vanished': Millions at risk as Android trojans use devious trick to 'magically' disappear once installed
'It just vanished': Millions at risk as Android trojans use devious trick to 'magically' disappear once installed
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TechRadar - All the latest technology news
- 'Not just an aircraft': US Navy MQ-25 Stingray drone hit a major milestone with maiden flight β largest US UAV ever built set to become world's first autonomous tanker to take flight from an aircraft carrier and maybe feature in a Top Gun movie one day
'Not just an aircraft': US Navy MQ-25 Stingray drone hit a major milestone with maiden flight β largest US UAV ever built set to become world's first autonomous tanker to take flight from an aircraft carrier and maybe feature in a Top Gun movie one day
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Wccftech
- Samsungβs Exynos 2800 To Take A Giant Leap On GPU Front By Skipping Ray Tracing To Chase Appleβs M7 Chip With Full Path Tracing
Samsungβs Exynos 2800 To Take A Giant Leap On GPU Front By Skipping Ray Tracing To Chase Appleβs M7 Chip With Full Path Tracing
Apple's MacBook Neo has popularized a trend of high-end smartphone SoCs powering low- and mid-tier laptops. And, Samsung now appears to be readying a Chromebook version of its 2028-launching Exynos 2800 SoC to power not only a MacBook Neo rival but also take on Apple's base M7 chip. Samsung has much grander plans for the Chromebook version of its Exynos 2800 chip than merely to power a MacBook Neo competitor, and those plans revolve around tackling Apple's base M7 chip itself The tipster SchrΓΆdinger appears to be on a roll lately. Just hours back, he revealed the CPU architecture of [β¦]
Read full article at https://wccftech.com/samsungs-exynos-2800-to-take-a-giant-leap-on-gpu-front-skipping-ray-tracing-entirely-to-chase-apples-m7-chip-with-full-path-tracing/

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Wccftech
- Nintendo Reimagines Star Fox Again With James McCloud Prologue & 4v4 Star Wolf Battles, Switch 2 Exclusive Drops June 2026
Nintendo Reimagines Star Fox Again With James McCloud Prologue & 4v4 Star Wolf Battles, Switch 2 Exclusive Drops June 2026
Out of the blue, Nintendo shadowdropped a Star Fox Direct and revealed the previously rumored game. It's a remake of the original 1997 Nintendo 64 title, which may be a little confusing for some, since there were already a remake and a reimagining of that classic game. Anyway, Nintendo describes it as a "cinematic take" withΒ fully voiced dialogue, a sweeping orchestral soundtrack, all-new cutscenes, and redesigned charactersΒ with a more animal-like aesthetic. It will be released exclusively for the Nintendo Switch 2 on June 25, 2026. Among the game's additionsΒ is a prologue depicting a past mission involvingΒ James McCloud, Fox's father, that [β¦]
Read full article at https://wccftech.com/star-fox-switch-2-james-mccloud-prologue-star-wolf-battles-june-2026/

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BetaList - Discover tomorrow's startups, today
- CURSD β Measure sports luck and reveal true team performance across leagues
CURSD β Measure sports luck and reveal true team performance across leagues
CURSD measures how luck skews outcomes across major sports with the CURSD Luck Score (CLS). It blends up to 21 signalsβexpected goals, Pythagorean expectation, injury burden, schedule strength, and moreβinto a single rating from -100 (cursed) to +100 (blessed). Explore daily-updated rankings for soccer, hockey, basketball, and baseball, dive into team pages and records, and read match reports grounded in xG and advanced stats. Use the data to settle debates, spot regression candidates, and get weekly picks informed by CLS.
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BetaList - Discover tomorrow's startups, today
- Mimicry β Generate RESTful mock APIs with Faker data and full CRUD support
Mimicry β Generate RESTful mock APIs with Faker data and full CRUD support
Mimicry lets you spin up mock REST APIs in seconds so you can ship without waiting on backends. Define paths, generate realistic data with Faker, and manage full CRUD operations and relationships. Push data or seed via API, and toggle Chaos Mode to simulate real-world latency and random errors. Use it for prototyping, testing, and CI with 24-hour guest persistence to keep data available while you iterate.
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TechRadar - All the latest technology news
- Quordle hints and answers for Thursday, May 7 (game #1564)
Quordle hints and answers for Thursday, May 7 (game #1564)
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TechRadar - All the latest technology news
- NYT Connections hints and answers for Thursday, May 7 (game #1061)
NYT Connections hints and answers for Thursday, May 7 (game #1061)
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TechRadar - All the latest technology news
- NYT Strands hints and answers for Thursday, May 7 (game #795)
NYT Strands hints and answers for Thursday, May 7 (game #795)
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TechRadar - All the latest technology news
- Vine is coming back, and itβs being relaunched by the guy who killed it β say hello to Jack Dorseyβs Divine, a TikTok and Instagram Stories rival with a ferocious ambition to end AI slop
Vine is coming back, and itβs being relaunched by the guy who killed it β say hello to Jack Dorseyβs Divine, a TikTok and Instagram Stories rival with a ferocious ambition to end AI slop
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TechRadar - All the latest technology news
- North Korean hackers target gamers with trojanized platform - here's what to look out for
North Korean hackers target gamers with trojanized platform - here's what to look out for
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TechRadar - All the latest technology news
- This foldable, futuristic neck massager will heat your aching muscles and talk to you while it does so β yes, really
This foldable, futuristic neck massager will heat your aching muscles and talk to you while it does so β yes, really
A 20-minute pitch wins Indian startup Pronto backing from Lachy Groom
Barry Diller trusts Sam Altman. But βtrust is irrelevantβ as AGI nears, he says.
Snapchat usage declined in the US and EU in Q1
Growth is coming from other regions where the platform is still developing its business tools and doesnβt generate as much income.
Threads adds playable music stickers in-stream
Users will be able to add tracks to their Threads updates as a native music-sharing option.
Meta adds more insight tools to Edits to enhance video projects
Having more insights data in-stream will help creators build better,Β more effective video projects.
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Social Media Today - Latest News
- LinkedIn launches Ad Agency Certification to showcase LinkedIn Ads knowledge
LinkedIn launches Ad Agency Certification to showcase LinkedIn Ads knowledge
The program will enable agencies to demonstrate their understanding of the latest LinkedIn ads skills and trends.
Reddit shares key trends for in-app financial services research
At its inaugural FinServ SummitΒ in New York, Reddit showcased evolving usage behaviors in the app.
Meta is preparing to launch AI agents to undertake tasks for users
Meta's agentic tools would introduce users to a new phase of automation, in which AI tools can act on their behalf.
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Latest from Windows Central
- "They look to influencers to be told how to think": Fallout co-creator says many gamers parrot content creator opinions instead of forming their own, and I think he's 100% right
"They look to influencers to be told how to think": Fallout co-creator says many gamers parrot content creator opinions instead of forming their own, and I think he's 100% right
Dell and Lenovo Join Linux Vendor Firmware Update Project
Becoming a premium sponsor of the LVFS also means that Dell and Lenovo will be able to implement several custom features, allow for 1,500 monthly uploads and 10,000,000 monthly downloads, and more closely collaborate with the LVFS developers. The LVFS previously announced a sustainability plan, which sought to secure $400,000 in additional annual donations to fund development and a $30,000 annual budget for hosting costs.
(PR) Arm Reports Results for the Fourth Quarter and Fiscal Year Ended 2026
- Arm delivered record-breaking quarterly and full-year results, with Q4 FYE26 revenue reaching $1.49 billion and full-year revenue at $4.92 billion. FYE26 was Arm's third consecutive financial year since going public of more than 20% revenue growth.
- Arm delivered record full-year royalty revenue of $2.61 billion alongside Q4 FYE26 revenue at $671 million, with this driven by growth across smartphones, Edge AI, Physical AI and Cloud AI, where data center royalties more than doubled year-over-year. Meanwhile, Arm's Q4 FYE26 revenue for licensing reached a record $819 million, with yearly revenue at $2.31 billion.
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BetaList - Discover tomorrow's startups, today
- NannyContract.App β Create, negotiate, and e-sign a clear nanny contract in minutes
NannyContract.App β Create, negotiate, and e-sign a clear nanny contract in minutes
NannyContract helps families and nannies draft, negotiate, and sign professional nanny agreements in one streamlined workflow. Use the AI contract builder to generate terms that reflect your location's expectations, share for review, handle edit requests, and finalize with secure digital signatures and a clean PDF audit trail. Start free and pay a one-time $29 only when you're ready to sign, with no signup required.
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BetaList - Discover tomorrow's startups, today
- Formasty β Unlimited forms and submissions for a fixed price
Formasty β Unlimited forms and submissions for a fixed price
Formasty is a form builder for businesses that want to avoid high costs for limited responses. It lets you create forms with AI, multi-step forms, use conditional logic to show the right questions, accept file uploads, and customize forms to match your brand. The core idea is simple: unlimited forms, unlimited submissions, fixed price.
It works well for leads, inquiries, bookings, applications, and other workflows where you need reliable forms without worrying about submission caps or monthly limits. Instead of pricing that grows with usage, Formasty gives you one fixed cost and the features you need for long-term use.
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BetaList - Discover tomorrow's startups, today
- FeedFilter β See who spams your social feed and remove it as you scroll
FeedFilter β See who spams your social feed and remove it as you scroll
FeedFilter shows you who is spamming your social media feed. The website audits the people you follow and evaluates their recent posts for deception, clickbait, promotion, rage bait, and other low-signal filler. The app filters out unwanted content as you scroll and is fully customizable so you can see more of what actually matters.
Mirai-Based xlabs_v1 Botnet Exploits ADB to Hijack IoT Devices for DDoS Attacks

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TechRadar - All the latest technology news
- 'Putting the whole Earth into a computerβ: Chinese scientists use supercomputers to solve one of Yellowstoneβs most enduring volcanic mysteries β and now want to create a digital twin of our planet to predict its future
'Putting the whole Earth into a computerβ: Chinese scientists use supercomputers to solve one of Yellowstoneβs most enduring volcanic mysteries β and now want to create a digital twin of our planet to predict its future
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TechRadar - All the latest technology news
- βAI capabilities that did not exist at the timeβ: Delayed Siri features have cost Apple a massive $250 million, and iPhone users could get up to $95 per device
βAI capabilities that did not exist at the timeβ: Delayed Siri features have cost Apple a massive $250 million, and iPhone users could get up to $95 per device
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TechRadar - All the latest technology news
- AMD's CEO predicts 'higher memory and component costs' later this year β so brace yourself for Radeon GPU price hikes
AMD's CEO predicts 'higher memory and component costs' later this year β so brace yourself for Radeon GPU price hikes
Snap says its $400M deal with Perplexity βamicably endedβ
Is xAI a neocloud now?
Insurance startup Corgi hits $1.3B valuation 4 months after its Series A
Google Shares How Brands Should Use AI Creative To Stand Out
Google addressed growing concerns around repetitive AI-generated ads, advertiser controls, and how brands can maintain differentiation at scale.
The post Google Shares How Brands Should Use AI Creative To Stand Out appeared first on Search Engine Journal.
Bing Reveals What Grounding Means For AI Search Visibility
Microsoft's Bing team published a framework describing how grounding for AI-generated answers differs from traditional search across five measurement areas.
The post Bing Reveals What Grounding Means For AI Search Visibility appeared first on Search Engine Journal.
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Latest from Windows Central
- "The most fun I've had in Halo PvE in a long time": I played Halo Infinite's surprise new Gauntlet mode, and I'm hooked β it's something I've wanted for ages
"The most fun I've had in Halo PvE in a long time": I played Halo Infinite's surprise new Gauntlet mode, and I'm hooked β it's something I've wanted for ages
Omarchy 3.7 Linux Distro Launches as a Gaming Edition
Outside of gaming, the update introduces a new unified omarchy command that replaces the previous scattered omarchy-* commands, with tab completion and a cleaner interface for installing software, taking screenshots, and analyzing issues. Built-in screen text extraction is also new, powered by the Tesseract OCR engine. The cliamp text-based music player now ships by default, and there's improved support for ASUS ExpertBook Panther Lake laptops alongside Intel FRED enabled by default on Panther Lake systems. The full release notes covering additional features, improvements, and bug fixes are available on GitHub, where Omarchy 3.7 can also be downloaded.
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TechPowerUp
- AMD X970E Chipset Based on Same Promontory 21 Silicon as X870E and X670E, Native Support for CUDIMM
AMD X970E Chipset Based on Same Promontory 21 Silicon as X870E and X670E, Native Support for CUDIMM
With its next-gen Ryzen "Olympic Ridge" desktop processors, AMD is introducing a new client I/O die, probably built on the 4 nm foundry node. This new cIOD is expected to feature a new set of DDR5 memory controllers that support higher DRAM clock speeds, tighter timings, and come with native support for CUDIMMs and CAMMs. The motherboard-side readiness for CUDIMMs and DDR5 CAMMs could be exclusive to AMD 900-series chipset models. AMD is readying the new EXPO 1.2 standard for overclocking DDR5 memory modules. With these upgraded memory controllers and native support for CUDIMMs backed by EXPO 1.2, AMD can catch up with Intel in terms of DDR5 memory speeds.
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TechSpot
- Microsoft made Copilot a co-author on every VS Code project, reverted after developers revolted
Microsoft made Copilot a co-author on every VS Code project, reverted after developers revolted
A recent pull request effectively turned Copilot into a "co-author" for every programming project created in Visual Studio Code β even when the programmer behind the screen did not use Copilot at all. Users informed Microsoft that they did not like the change, criticizing the company for adding more "slop"...
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Wccftech
- Ed Boon Teases New Mortal Kombat Game In The Works At NetherRealm, Hints More Projects Cooking Beyond Injustice 3
Ed Boon Teases New Mortal Kombat Game In The Works At NetherRealm, Hints More Projects Cooking Beyond Injustice 3
The movie Mortal Kombat II is out in just two days in the United States, and so far, the reception has been much better than that of the previous installment, released in 2021. Early reviews highlight better fights, cooler costumes, nastier fatalities, stronger character dynamics, and the standout performance of new entry Karl Urban as Johnny Cage. Gamers, however, may be more interested in the future of the gaming franchise. There have been rumors about a new Injustice 3 game from NetherRealm dating all the way back to 2025, and new reports have just rekindled that rumor. Still, Mortal Kombat [β¦]
Read full article at https://wccftech.com/ed-boon-new-mortal-kombat-game-netherrealm-more-projects/

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Wccftech
- GALAX Confirms That It Will Continue Making Current & Next-Generation GPUs Under Palit, Clears Up Confusion Caused By Miscommunication
GALAX Confirms That It Will Continue Making Current & Next-Generation GPUs Under Palit, Clears Up Confusion Caused By Miscommunication
GALAX will continue making GPUs under its new leadership at Palit as it addresses the recent confusion caused by miscommunication. GALAX Is Alive & Kicking Under Palit, Working on Current & Next-Generation GPUs A few days ago, we exclusively broke the news that Palit had taken full control of GALAX, handling their entire business and RMA support. The initial messaging between different GALAX teams suggested that the GPU vendor was ending its PC business and would be dissolved under GALAX; however, that's not true. As per new statements, Palit has confirmed that GALAX is not leaving the graphics card market [β¦]
Read full article at https://wccftech.com/galax-confirms-it-will-continue-making-current-next-generation-gpus-under-palit/

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BetaList - Discover tomorrow's startups, today
- HummingBytes β Access top AI image and video models with one subscription
HummingBytes β Access top AI image and video models with one subscription
HummingBytes is the all-in-one platform for personalized AI media. Stop paying for multiple $20/month AI subscriptions β one plan unlocks the best image and video models on the market, including Google Nano Banana Pro, Seedream 4.5, GPT-Image-1.5, Veo 3.1, Seedance 1.5 Pro, and Sora 2.
Generate studio-quality product photography, social posts, thumbnails, shorts, and brand films from a single workspace without juggling tabs, credits, or billing accounts. Plans start at $5.99/month and every tier, including Lite, includes commercial rights and unlimited storage. It is built for daily creators, agencies, and ecommerce sellers who need to ship visual content fast.
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TechRadar - All the latest technology news
- 'Change in technology that will reshape medicine': Leading medical experts say new AI reasoning models are so good they outperform even the best specialist doctors when it comes to diagnosing some of the world's most mysterious cases
'Change in technology that will reshape medicine': Leading medical experts say new AI reasoning models are so good they outperform even the best specialist doctors when it comes to diagnosing some of the world's most mysterious cases
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TechRadar - All the latest technology news
- Tesla recalls all of its βbudgetβ Cybertrucks over fears that the wheels might fall off
Tesla recalls all of its βbudgetβ Cybertrucks over fears that the wheels might fall off
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TechRadar - All the latest technology news
- Tired of blurry pictures from your video doorbell? Blink just launched its first doorbell with 2K video β and it's only $50
Tired of blurry pictures from your video doorbell? Blink just launched its first doorbell with 2K video β and it's only $50
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TechRadar - All the latest technology news
- How to watch M.I.A. from anywhere in the world β stream the new show from Ozark creator online
How to watch M.I.A. from anywhere in the world β stream the new show from Ozark creator online
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TechRadar - All the latest technology news
- I asked ChatGPT for the best TV to watch the World Cup β and itβs actually spot on
I asked ChatGPT for the best TV to watch the World Cup β and itβs actually spot on
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TechRadar - All the latest technology news
- Experts warn 'evolving AI is like an invasive species β it adapts to survive in ways we cannot predict': A new study says unchecked models are a risk to humanity, as itβs inevitable for autonomous systems to follow the path of Darwinian evolution
Experts warn 'evolving AI is like an invasive species β it adapts to survive in ways we cannot predict': A new study says unchecked models are a risk to humanity, as itβs inevitable for autonomous systems to follow the path of Darwinian evolution
Microsoftβs AI data center push is colliding with its clean power goals
Robinhoodβs venture fund IPO attracted 150,000+ retail investors, CEO says
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Latest from Windows Central
- This hybrid headset earned respect for "great sound quality on all fronts" β and we think so too now that it's 44% off
This hybrid headset earned respect for "great sound quality on all fronts" β and we think so too now that it's 44% off
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Latest from Windows Central
- Xbox continues its brand refresh with a slick new boot-up animation that leans into nostalgia and the return of "Team Green"
Xbox continues its brand refresh with a slick new boot-up animation that leans into nostalgia and the return of "Team Green"
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Latest from Windows Central
- This compact 75% gaming keyboard is an "ultra-comfortable option" with a hot-swappable design β it's hard to beat
This compact 75% gaming keyboard is an "ultra-comfortable option" with a hot-swappable design β it's hard to beat
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Latest from Windows Central
- Our favorite Snapdragon X Elite laptop with "peak clamshell form factor", once again escapes the claws of RAM price hikes with this deal
Our favorite Snapdragon X Elite laptop with "peak clamshell form factor", once again escapes the claws of RAM price hikes with this deal
AMD Releases Adrenalin Edition 26.5.1 WHQL Drivers
A few known issues remain. Battlefield 6 continues to see intermittent crashes on Ryzen AI 9 HX 370 systems, texture flickering when AMD Record and Stream is active, and FSR Upscaling and Frame Generation showing as inactive on RX 9000 cards. RoadCraft is also experiencing crashes on RX 9000 series, and a new known issue notes corruption in Satisfactory on RX 9000 series products.
DOWNLOAD: AMD Software Adrenalin 26.5.1 WHQL
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TechSpot
- Hackers used Daemon Tools' own website to silently install backdoors on thousands of PCs for nearly a month
Hackers used Daemon Tools' own website to silently install backdoors on thousands of PCs for nearly a month
Cybersecurity researchers at Kaspersky found that the attack compromised multiple versions of Daemon Tools, from 12.5.0.2421 through 12.5.0.2434. What made the campaign particularly difficult to detect was that the malicious installers were distributed directly from the official website and signed with legitimate digital certificates belonging to AVB Disc Soft, the...
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Myst and Riven remakes head to PlayStation, Xbox, and Microsoft Store
On the PS5, players will have access to HDR and 4K gameplay as well as PS5 Pro enhancements and support for ray tracing. HDR / 4K and ray tracing are also supported on the Xbox and Microsoft Store versions, we're told.
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Roku and TCL face lawsuit over software updates that allegedly brick smart TVs
The lawsuit alleges that a series of updates pushed to certain Roku-powered TVs introduced recurring issues that, in some cases, rendered the devices unusable. The models named include Roku Select Series and Roku Plus Series sets, along with TCL's 3-, 4-, 5-, and 6-series TVs running Roku OS.
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Wccftech
- Rambus Bets on Time Division Multiplexing to Fix PCIe 7.0 for AI Workloads, As GPUs Starve for Data
Rambus Bets on Time Division Multiplexing to Fix PCIe 7.0 for AI Workloads, As GPUs Starve for Data
Rambus wants to address ongoing AI bandwidth problems with its new PCIe 7.0 Switch IP that features Time Division Multiplexing. Rambus Introduces PCIe 7.0 Switch IP with Time Division Multiplexing for Scalable AI and Data Center Infrastructure Press Release: Rambus, a premier chip and silicon IP provider making data faster and safer, today announced theΒ Rambus PCIe 7.0 Switch IP with Time Division MultiplexingΒ (TDM), a new addition to its advanced interconnect IP portfolio designed to address the rapidly escalating bandwidth, latency, and scalability requirements of AI, cloud, and high-performance computing (HPC) systems. As AI infrastructure grows in scale and architectural complexity, [β¦]
Read full article at https://wccftech.com/rambus-bets-on-time-division-multiplexing-to-fix-pcie-7-0-for-ai-workloads/

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Wccftech
- Samsung Is Now A Trillion-Dollar Juggernaut, As Conventional DRAM Quietly Out-Earns The HBM Everyone Is Obsessed With
Samsung Is Now A Trillion-Dollar Juggernaut, As Conventional DRAM Quietly Out-Earns The HBM Everyone Is Obsessed With
Samsung has finally entered the hallowed trillion-dollar club, courtesy of the memory-driven tailwind that continues to emanate from AI-focused data centers, going on to permeate nearly every facet of the global consumer electronics industry. Samsung is worth $1.2 trillion right now and continues to close in on Tesla's valuation, courtesy of the relentless global demand for memory resources As per a tabulation by CompaniesMarketCap, Samsung is worth $1.21 trillion right now, and remains poised to overtake Tesla as the world's tenth most valuable company. This comes as the operating profit of Samsung's semiconductor unit in Q1 2026 surged by an [β¦]
Read full article at https://wccftech.com/samsung-is-now-a-trillion-dollar-juggernaut-as-conventional-dram-quietly-out-earns-the-hbm-everyone-is-obsessed-with/

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Wccftech
- SpaceXAI Gives Anthropic A Fresh Injection of 220,000 NVIDIA GPUs While Also Planning on Multi-GW βOrbitalβ AI Compute Capacity
SpaceXAI Gives Anthropic A Fresh Injection of 220,000 NVIDIA GPUs While Also Planning on Multi-GW βOrbitalβ AI Compute Capacity
SpaceXAI has announced that it will provide Anthropic access to its Colossus 1 supercomputer with 220,000 NVIDIA GPUs and is also planning orbital compute clusters. From Land To Space, SpaceXAI Has Offered Anthropic With Multi-Gigawatt Compute Capacity For Its AI Needs Anthropic is starving for more compute for its AI requirements. The company is expanding its capabilities at a scale like none other, while reportedly making in-house chips & working with some big chipmakers. The company also announced a partnership with Amazon for a 6GW Trainium chip capacity for its Claude AI models, among several other partnerships. Today, SpaceXAI has [β¦]
Read full article at https://wccftech.com/spacexai-anthropic-fresh-injection-220000-nvidia-gpus-working-on-multi-gw-orbital-ai-compute-capacity/

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Wccftech
- EVE Onlineβs Studio Walks Away From Pearl Abyss After Record $70M Year, Reborn as Fenris Creations With Google DeepMind Backing
EVE Onlineβs Studio Walks Away From Pearl Abyss After Record $70M Year, Reborn as Fenris Creations With Google DeepMind Backing
Following the sale of CCP Games from Pearl Abyss for $120 million in cash and non-cash elements, the Icelandic studio known mainly for the MMORPG EVE Online announced that it is rebranding and will be called Fenris Creations henceforth. The split was the result of aΒ joint strategic reviewΒ between the two parties, who mutually concluded that independent ownership was the better fit, citingΒ "broader differences in operating context, current strategic focus, and long-term priorities". The new ownership group comprisesΒ Fenris Creations' senior management and long-term investors, including Omega Ventures co-founderΒ Birgir MΓ‘r Ragnarsson, who takes over asΒ Board Chairman. CEOΒ Hilmar Veigar PΓ©turssonΒ confirmed there will beΒ no [β¦]
Read full article at https://wccftech.com/eve-online-fenris-creations-pearl-abyss-google-deepmind/

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Latest from Tom's Hardware
- PCIe 8.0 spec hits 1 TB/s of bandwidth and has new connector technology β spec hits 0.5V milestone, final ratification expected in 2028
PCIe 8.0 spec hits 1 TB/s of bandwidth and has new connector technology β spec hits 0.5V milestone, final ratification expected in 2028
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Latest from Tom's Hardware
- Xbox CEO Asha Sharma kills Copilot for Gaming β overhauls leadership with CoreAI veterans
Xbox CEO Asha Sharma kills Copilot for Gaming β overhauls leadership with CoreAI veterans
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BetaList - Discover tomorrow's startups, today
- AlohaGo β Build a personalized, budget-optimized Oahu itinerary in minutes
AlohaGo β Build a personalized, budget-optimized Oahu itinerary in minutes
AlohaGo is a personalized itinerary planner built exclusively for Oahu that optimizes your entire trip. Unlike other planners that offer generic recommendations, AlohaGo personalizes travel around your budget, style, pace, and interests. It gives you a complete day-by-day plan with timing, cost estimates, and booking tips. You can edit live, swap activities, and compare budget, mid-range, and luxury options with clear breakdowns. Save and adjust your plan as your trip evolves to explore Hawaii with confidence and make the most of every dollar.
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BetaList - Discover tomorrow's startups, today
- CEREVITY β Concierge therapy for high-achievers nationwide
CEREVITY β Concierge therapy for high-achievers nationwide
CEREVITY is a private telehealth therapy network designed for high-level professionals like founders, executives, attorneys, and physicians. We connect you with experienced, PSYPACT-credentialed clinicians who understand leadership, performance, and high-stakes decision-making pressures. Same-week scheduling, no waitlists, no insurance paperwork, and coverage across all 50 states.
Sessions range from standard 50-minute appointments to 3-hour intensives and monthly concierge retainers for ongoing priority access. Everything is private-pay, so your therapy stays off corporate and insurance records.
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BetaList - Discover tomorrow's startups, today
- Gardyn β Get personalized AI-guided meditations that fit you
Gardyn β Get personalized AI-guided meditations that fit you
Gardyn delivers AI-guided meditation tailored to how you feel in the moment. It generates calming sessions on demand, offers a curated library for sleep, focus, and healing, and includes breathing tools and journaling by voice, video, or text. Use it to sleep deeper, manage stress, and build daily rituals that keep you grounded. Your reflections and sessions stay private and encrypted, and you can start free or unlock unlimited access for $12/month.
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TechRadar - All the latest technology news
- Apple removes more Mac mini and Mac Studio models from sale, as CEO Tim Cook warns it 'may take several months to reach supply demand balance'
Apple removes more Mac mini and Mac Studio models from sale, as CEO Tim Cook warns it 'may take several months to reach supply demand balance'
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TechRadar - All the latest technology news
- The Garmin Fenix 7 Pro got a huge 4.5-star recommendation from us β and it can be snapped up for just Β£400 at Go Outdoors and Decathlon right now
The Garmin Fenix 7 Pro got a huge 4.5-star recommendation from us β and it can be snapped up for just Β£400 at Go Outdoors and Decathlon right now
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TechRadar - All the latest technology news
- Researcher reveals official White House app is one command away from tracking your precise location every 4.5 minutes β app can also inject code to dodge cookie consent, GDPR banners, and paywalls
Researcher reveals official White House app is one command away from tracking your precise location every 4.5 minutes β app can also inject code to dodge cookie consent, GDPR banners, and paywalls
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TechRadar - All the latest technology news
- 23 top tech offers I'd buy from the latest Currys Epic Deals sale β get up to 40% off Apple, Ninja, Garmin, Dyson, and more
23 top tech offers I'd buy from the latest Currys Epic Deals sale β get up to 40% off Apple, Ninja, Garmin, Dyson, and more
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TechRadar - All the latest technology news
- βPaper slows us down; it gives us room to think like humansβ: reMarkableβs R&D team on βprotecting the human advantageβ in the workplace and why now is the right time for its affordable Paper Pure tablet
βPaper slows us down; it gives us room to think like humansβ: reMarkableβs R&D team on βprotecting the human advantageβ in the workplace and why now is the right time for its affordable Paper Pure tablet
How Elon Musk left OpenAI, according to Greg Brockman
DOJ says ransomware gang tapped into Russian government databases
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TechCrunch
- AI evaluation startup Braintrust confirms breach, tells every customer to rotate sensitive keys
AI evaluation startup Braintrust confirms breach, tells every customer to rotate sensitive keys
SpaceX may spend up to $119B on βTerafabβ chip factory in Texas
DeepSeek could hit $45B valuation from its first investment round
Microsoft: AI answers need a smarter search index
The search index is evolving from ranking pages to supporting AI-generated answers. In a technical blog post βon the evolving technical characteristics of the index,β published today, Microsoft Bing explained why AI search needs a different indexing system than traditional web search.
Traditional search vs. grounding systems. Microsoft said traditional search can rely on users to self-correct, while AI systems need stronger evidence because they generate committed answers.
- Traditional search is built around documents. Users get ranked links, scan the results, and decide what to trust.
- Grounding systems are built around supportable facts with clear sourcing. The AI uses that information to generate a combined answer, where mistakes can compound across sources and reasoning steps.
They shared this table:

Whatβs different. Traditional ranking is optimized for relevance. Grounding must also assess whether information is accurate, up to date, clearly sourced, and sufficient to support an answer. That means AI indexes need to account for whether:
- A pageβs meaning survives chunking and transformation.
- The source is clearly identified.
- The information is fresh enough to use.
- Important facts are actually retrievable and groundable.
- Grounding systems need to detect disagreements between sources before generating an answer.
Stale content. Stale content creates a different risk in AI answers, Microsoft said. In traditional search, it may hurt ranking quality. In grounding systems, it can directly generate a wrong answer.
Contradictions. A search engine can rank one source above another and let users decide. Grounding systems must recognize conflicting evidence before turning it into a single answer, according to Microsoft.
Retrieval is more complex. Search is usually a single interaction: query in, ranked results out. Microsoft said grounded AI systems may retrieve information repeatedly, refine based on earlier results, combine evidence, and reassess confidence before answering.
How indexing quality is measured. Search quality has traditionally focused on ranking performance and user behavior. Grounding systems also need to measure factual fidelity, source quality, freshness, evidence strength, and conflict detection. The industry is still learning how to rigorously measure grounding quality, Microsoft said.
Grounding doesnβt replace search. Grounding builds on existing search infrastructure while adding systems focused on evidence quality, attribution, and deciding when an AI system should avoid answering, Microsoft said.
Why we care. For decades, search indexes helped determine which pages users should visit. Today, AI grounding determines which information supports an AI-generated answer. Microsoft described grounding as a new layer on top of traditional search, built for AI systems that need higher confidence in the information they use. That shift could push brands and publishers to focus more on creating information AI systems can confidently use.
The blog post. Evolving role of the index: From ranking pages to supporting answers
AMD Radeon releases AMD Software 26.5.1 gaming driver
AMD releases its Radeon Software Adrenalin 26.5.1 driver for Pragmata, Industria 2, and more AMD has officially released its AMD Software 26.5.1 WHQL driver for AMD Radeon GPUs. This new driver includes game-specific optimisations for some of the newest games, including Pragmata, Honor of Kings: World, Industria 2, and Tides of Tomorrow. This driver also [β¦]
The post AMD Radeon releases AMD Software 26.5.1 gaming driver appeared first on OC3D.
Apple removes its 256GB Mac Studio M3 Ultra from sale
Apple has removed all RAM upgrade options for the Mac Studio M3 Ultra from sale Apple has officially removed its high-memory Mac Studio M3 Ultra models from sale, limiting the device to 96GB of unified memory. In March, Apple removed its 512GB configuration from sale, and now the Mac Studio M3 Ultra 256GB option has [β¦]
The post Apple removes its 256GB Mac Studio M3 Ultra from sale appeared first on OC3D.
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Latest from Windows Central
- "Minimize downtime and simplify troubleshooting": Microsoft's powerful new recovery tool is quietly fixing System Restore. Here's how it actually works.
"Minimize downtime and simplify troubleshooting": Microsoft's powerful new recovery tool is quietly fixing System Restore. Here's how it actually works.
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Latest from Windows Central
- The 7 most ridiculous Xbox achievements we have ever seen (and why players still chase them)
The 7 most ridiculous Xbox achievements we have ever seen (and why players still chase them)
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Latest from Windows Central
- "Krafton are still very much helping us": Dev of Xbox Game Pass' Subnautica 2 says it's still working with publisher Krafton despite Steam page removal
"Krafton are still very much helping us": Dev of Xbox Game Pass' Subnautica 2 says it's still working with publisher Krafton despite Steam page removal
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Latest from Windows Central
- Microsoft Teams will add new protections as attackers target external calls with brand impersonation tactics
Microsoft Teams will add new protections as attackers target external calls with brand impersonation tactics
(PR) Firaxis Announces Civilization VII's Test of Time Update for May 19
Today, we're thrilled to officially announce the release date for the Test of Time update for Civilization VII, free for all players when it releases on May 19.* This is much more than just another update; it's a direct result of your passion, feedback, and patience. It also wouldn't have been possible without our dedicated and invaluable Firaxis Feature Workshop participants, who were essential to shaping Test of Time's features by putting them through their paces over the past months.
NVIDIA GeForce 10-series "Pascal" Generation Turns 10
Pragmata Gets Quiet Resolution Upgrade on PS5 Pro
Google Chrome Silently Downloads 4 GB AI Model on Your PC Without Consent
Why does this happen? Google Chrome automatically scans your device to assess whether it can run local AI models and only triggers the download when AI features are active. There is no specific checkbox in the browser settings indicating a 4 GB local AI model download. Interestingly, users who deleted this 4 GB model found that Google Chrome redownloaded it repeatedly, continuing the cycle. The only way to prevent or disable the download is by disabling Chrome's AI features through the "chrome://flags" settings, using enterprise policy settings in your organization, or simply uninstalling Chrome to stop the automatic downloads.
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TechSpot
- Game engines were built for video games, but Japan is finding more interesting things to do with them
Game engines were built for video games, but Japan is finding more interesting things to do with them
A recent report by Nikkei Asia highlights several interesting cases in which 3D engines are being used for far more than simply powering commercial video games. Japanese sources describe the "extended life" of popular SDKs such as Unity and Unreal Engine, which together account for around 70% of the traditional...
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TechSpot
- Nvidia partners with Corning to build the fiber optic backbone for next-gen AI data centers
Nvidia partners with Corning to build the fiber optic backbone for next-gen AI data centers
Nvidia said the deal will expand Corning's US-based optical connectivity manufacturing capacity tenfold and boost its domestic fiber production capacity by more than 50%. Collectively, the new facilities will create north of 3,000 high-paying jobs, we are told. Financial terms of the agreement were not disclosed, nor was a timeline...
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Wccftech
- OpenAI Got The Whole AI Squad To Accelerate Large-Scale AI Training β AMD, NVIDIA, Intel, Microsoft & Broadcom All-In On MRC
OpenAI Got The Whole AI Squad To Accelerate Large-Scale AI Training β AMD, NVIDIA, Intel, Microsoft & Broadcom All-In On MRC
It's one thing to partner with either one or two major names in the AI segment, but OpenAI got AMD, NVIDIA, Intel, Microsoft, & Broadcom to accelerate large-scale AI training. OpenAI Announces Mega-Partnership With AMD, NVIDIA, Intel, Microsoft & Broadcom To Accelerate AI The new announcement from OpenAI comes as a supercomputer network partnership that aims to accelerate large-scale AI training. For this purpose, AMD, Broadcom, Intel, Microsoft, and NVIDIA are working with the firm to develop a new protocol called MRC (Multipath Reliable Connection) with the goal of improving GPU networking performance and resilience in large training clusters. OpenAI [β¦]
Read full article at https://wccftech.com/openai-accelerates-large-scale-ai-training-amd-nvidia-intel-microsoft-broadcom-mrc/

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Wccftech
- Nintendo Stock Hits Longest Losing Streak Since 2016 as Investors Demand Switch 2 Price Hike Despite Pokopia & Mario Galaxy
Nintendo Stock Hits Longest Losing Streak Since 2016 as Investors Demand Switch 2 Price Hike Despite Pokopia & Mario Galaxy
Today, Bloomberg's Tech In Depth newsletter covers a thorny subject: should Nintendo raise the Switch 2 pricing in response to the current economic environment and the ongoing memory shortage? Sony did, across its entire PlayStation ecosystem (PS5, PS5 Slim, PS5 Pro, and PlayStation Portal). Nintendo, on the other hand, has maintained steadfast so far, but Bloomberg points out that investors aren't quite happy with this strategy. The company's stock has been on a steady decline for five consecutive months, marking the longest sustained decline in Nintendo's stock since 2016. This is despite the Nintendo Switch 2 continuing to sell extremely [β¦]
Read full article at https://wccftech.com/nintendo-stock-longest-losing-streak-2016-investors-switch-2-price-hike/

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Wccftech
- Microsoft Commissions A Signal65 Report To Prove Windows 11 Laptops Crush The Apple MacBook Neo, With A $449 Lenovo Sporting A 56% Longer Battery Life
Microsoft Commissions A Signal65 Report To Prove Windows 11 Laptops Crush The Apple MacBook Neo, With A $449 Lenovo Sporting A 56% Longer Battery Life
Apple's MacBook Neo appears to have unleashed a litany of earthquakes within the fairly complacent Windows 11-based laptop sphere, so much so that Microsoft is now apparently paying third-party organizations to come up with favorable comparisons to downplay the MacBook Neo's utility. Signal65 concludes in a Microsoft-funded report that Windows 11-based laptops provide higher value than Apple's MacBook Neo In its latest Lab Insights report, which has been commissioned by none other than Microsoft itself, Signal65 notes: "[Across the segment targeted by Apple's MacBook Neo], many Windows 11 laptops are designed to target similar audiences with a differentiated value proposition [β¦]
Read full article at https://wccftech.com/microsoft-commissions-a-signal65-report-to-prove-windows-11-laptops-crush-the-apple-macbook-neo-with-a-449-lenovo-sporting-a-56-longer-battery-life/

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Wccftech
- Biostar Teases βNext-Genβ AMD Motherboards for Computex 2026, Hinting at the First Ryzen βZen 6β Designs
Biostar Teases βNext-Genβ AMD Motherboards for Computex 2026, Hinting at the First Ryzen βZen 6β Designs
Biostar is the first motherboard vendor to confirm that next-gen AMD motherboards will be displayed at Computex, possibly made for Ryzen "Zen 6" CPUs. First AMD Ryzen "Zen 6" Motherboards Could Be Shown off at Computex, Or They Could Be A Further Refresh of Existing Designs [Update - 5/7/2026] - Biostar reached out to us and said that there aren't any next-gen motherboards. The ones in the press release are refreshed 800-series designs. BIOSTAR is only releasing their new 800 series motherboards, not any new gen of AMD ones. Out of all the AMD motherboard vendors, it is Biostar that [β¦]
Read full article at https://wccftech.com/biostar-teases-next-gen-amd-motherboards-computex-2026-hinting-at-first-ryzen-zen-6-designs/

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Wccftech
- Appleβs Rumored Spatial iPhone May Lean On Samsung Yet Again, As The MH1 Holographic Display Quietly Takes Shape In Korea
Appleβs Rumored Spatial iPhone May Lean On Samsung Yet Again, As The MH1 Holographic Display Quietly Takes Shape In Korea
Samsung's display-related prowess remains unmatched right now, even as it continues to expand its lead by undertaking ambitious innovation. Now, a new leak has shed some much-needed light on a new holographic display that Samsung might be developing for Apple's secretive Spatial iPhone. Samsung appears to be working on its MH1 holographic display that supposedly uses eye-tracking and diffractive beam-steering, possibly to enable Apple's rumored Spatial iPhone Samsung typically implements significant technological upgrades with each new generation of its display panels. For instance, the M16 panels that are slated for the iPhone 18 Pro and Pro Max will swap blue [β¦]
Read full article at https://wccftech.com/apples-rumored-spatial-iphone-may-lean-on-samsung-yet-again-as-the-mh1-holographic-display-quietly-takes-shape-in-korea/

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Wccftech
- NVIDIA GeForce GTX 10 βPascalβ GPUs Are Now 10 Years Old β One of The Biggest Graphics Performance Jumps To Date
NVIDIA GeForce GTX 10 βPascalβ GPUs Are Now 10 Years Old β One of The Biggest Graphics Performance Jumps To Date
Before RTX, there was GTX, and the last GTX family, the GeForce 10 "Pascal" series, has its own fan base to this day, as it offered one of the biggest GPU performance jumps. NVIDIA GeForce GTX 1080 "Pascal" GPU Was Solid, But The 1080 Ti Killed AMD's Vega A Year Later And Retained Dominance For Years In May 2016, NVIDIA unveiled its first Pascal GPUs to the world, the GeForce GTX 10 series. Today marks 10 years since the iconic launch, and while a lot has changed in the gaming graphics segment, we all still have beloved memories of the [β¦]
Read full article at https://wccftech.com/nvidia-geforce-gtx-10-pascal-gpus-are-now-10-years-old/

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Latest from Tom's Hardware
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TechRadar - All the latest technology news
- I searched Amazonβs entire Motherβs Day sale β these are the 12 deals worth buying from Ninja, Dyson, KitchenAid, and other brands
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- Freshworks and Coinbase announce more than 1 in 10 jobs to go as companies replace workforce with AI technologies β tech company layoffs near 100K in 2026 alone
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TechRadar - All the latest technology news
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TechRadar - All the latest technology news
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TechRadar - All the latest technology news
- I tested the LG C6 over two weeks β it's a notable upgrade over its predecessor, and sets the bar for mid-range OLED TVs in 2026
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TechRadar - All the latest technology news
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TechRadar - All the latest technology news
- Google will now pay up to $1.5 million for finding Android and Chrome security bugs, says it has 'greatly appreciated collaborating with the researcher community'
Google will now pay up to $1.5 million for finding Android and Chrome security bugs, says it has 'greatly appreciated collaborating with the researcher community'
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TechRadar - All the latest technology news
- Russia's censor body, Roskomnadzor, wants to block 92% of VPN apps by 2030 β and it's investing 20 billion rubles a year to build a permanent VPN censorship system
Russia's censor body, Roskomnadzor, wants to block 92% of VPN apps by 2030 β and it's investing 20 billion rubles a year to build a permanent VPN censorship system
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TechRadar - All the latest technology news
- Google is bringing Gemini to Mac in a bid to help organize your files and much more
Google is bringing Gemini to Mac in a bid to help organize your files and much more
How to watch Mint from anywhere β it's *FREE*
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TechRadar - All the latest technology news
- Daredevil: Born Again season 3 will put a specific Marvel hero at the heart of its story β and answer a huge, longstanding question about them after their Netflix show's cancellation
Daredevil: Born Again season 3 will put a specific Marvel hero at the heart of its story β and answer a huge, longstanding question about them after their Netflix show's cancellation
Chrome on Android now supports approximate instead of precise location sharing
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Google Analytics Data API adds cross-channel conversion reporting (alpha)
Google is expanding its Analytics Data API to include cross-channel conversion reporting β giving developers programmatic access to paid and organic performance data.
Whatβs happening. The new feature, currently in alpha, allows Google Analytics and Google Ads users to pull conversion data across channels via the API β mirroring whatβs available in the Conversion performance report in the Analytics interface.
This means developers can now access the same insights without relying on manual reporting.
Why we care. As measurement becomes more complex, advertisers need unified views of performance across paid and organic channels. This update enables teams to automate reporting, integrate data into their own systems and build more advanced analysis workflows.
Itβs particularly valuable for businesses managing multiple platforms and looking to centralise performance data.
The caveat. This feature may not be available to every Google Analytics property yet. Google says it is actively working to expand access, and advertisers should check with their support teams to confirm eligibility.
What to watch:
- When the feature moves beyond alpha and becomes widely available
- How advertisers use API access to build custom attribution models
- Whether more reporting capabilities are added to the Data API
Bottom line. By bringing cross-channel conversion data into the API, Google is giving advertisers and developers more control over how they access, analyse and act on performance data.
The real strategy behind negative keywords in 2026
Negative keywords arenβt a checklist anymore. In 2026, theyβre a series of strategic decisions β and how you make them shapes how the algorithm interprets your account.
If youβre still treating negatives like maintenance, youβre missing the point. Every exclusion is a signal: who you want to reach, what youβre willing to pay for, and how your campaigns should perform.
Here are six decisions that define modern negative keyword strategy β and why they matter more than ever.
How negative keywords shape campaign performance
Negative keywords are how you sculpt a campaign so the right ad shows up for the right person. The userβs query should match the ad. The ad should match the landing page. That alignment is what creates a good experience for the person on the other side of the screen (a.k.a., your ideal client).
When that alignment breaks down, you waste budget. You also drag down click-through rate (CTR) and Quality Score, and push CPCs up. All of this is what ultimately makes the algorithm work against you in an ads account.
But many of us were never really taught how negatives fit into an overall account strategy. We were taught how to add them. Thereβs a big difference.
Now letβs get into the six strategic choices.
1. How aggressive should you be with negatives?
This is the first decision an account manager needs to make, and most people skip it.
Are you scraping the bottom of the barrel every week, pulling out every search term that didnβt convert? Are you letting things slide so you can keep mining new keyword opportunities? Or are you somewhere in the middle, adding negatives mostly to show that youβre doing something?
Thereβs no universal right answer. But you do need to pick a level of aggression and back it up based on the accountβs performance and goals.
A growth-focused account probably shouldnβt be aggressive. An efficiency-focused account probably should. A small-budget account that canβt afford to learn slowly often needs to be more aggressive than an enterprise account that can.
Pick the level. Defend the level when youβre working in the account and talking to your team. Then the rest of your choices become easier.
2. How to use match types for negative keywords
Negatives donβt match the same way regular keywords do β broad, phrase, and exact β but most advertisers default to one match type without thinking about why.
Hereβs how I think about it:
- Negative exact match: Use this for strict removal. A specific long-tail variation thatβs wasting budget, but you donβt want to nuke similar queries.
- Negative phrase match: Use this for groups of related queries you want gone. Competitor names, certain question phrases, and intent modifiers like βtutorialβ or βreview.β
- Negative broad match: Use this for words you want eliminated entirely β words like βcheap,β βdangerous,β or βfree,β that signal a misaligned audience no matter how the rest of the query is constructed.
This isnβt an either/or decision. A real negative keyword strategy uses all three match types intentionally, in different places, and for different reasons.
3. When should you add negative keywords?
Iβve seen everything here. Some account managers add negatives on a strict weekly cadence, even when the data doesnβt call for it. Some only touch them when something stops converting. Some only review when a quarterly check-in forces them to. And some add them just to look busy on a status report.
My recommendation: donβt add a negative just because a keyword didnβt convert, especially when youβre trying to scale. You never know if it wouldβve converted with a little more volume. Be careful, and tie the trigger back to your accountβs goals.
- For accounts in growth mode, the trigger might be: βThis query has cost more than 3x my target CPA with zero conversions over 90 days.β
- For accounts focused on efficiency, the trigger might be: βThis query cost more than $X without converting, period.β
Both are valid. They just align to different goals in different accounts.
4. What time frame should guide your decisions?
How far back are you looking when you make the call to add something as a negative?
A 30-day window is aggressive. Youβre cutting things off before theyβve had a real chance to convert. Thatβs appropriate for short-cycle ecommerce, fast-moving promotions, or tightly capped budgets. But this might not work for all accounts.
A 90-day window is balanced. Long enough for sales cycles to play out, short enough to actually act on. This is the default I recommend for most paid search accounts.
A 365-day window is conservative. Youβre giving every query maximum runway. Appropriate for high-consideration B2B or anything with a long buying cycle.
Longer time frames give individual queries more chances to succeed. Shorter time frames protect your budget faster. Pick the time frame that matches the aggressiveness level you set in your top choice, and donβt make these decisions in isolation from each other.
5. How much should you sculpt your campaigns?
This is where the role of AI really starts to matter when it comes to negative keywords.
- How much control do you want over your account?
- And maybe more importantly: how much do you trust the machine?
Some advertisers embed competitor keywords as negatives in non-brand campaigns just to keep the targeting clean. Some account managers let those queries through because theyβre converting, even if they technically βshouldnβt.β Some refuse to add negatives at the campaign level at all, because they trust the algorithm to figure out what should match where.
Consider that the machine and the algorithms have more information than we do. The platforms know what was searched before the query and more about user behavior. They know what was searched after. They know what session context the user is in. They can match queries to keywords in ways we canβt replicate manually.
But sculpting accounts is still how we communicate intent to that machine. If you donβt sculpt, the bidding algorithm doesnβt know what you actually want, and it just optimizes against the goals you handed it, which isnβt always the same thing as the outcomes you actually care about.
I lean toward more sculpting in 2026, not less. The algorithm has gotten better and will continue to improve, but so have the ways it can spend your budget on the wrong queries.
6. How should you manage negatives in practice?
This is the choice that didnβt exist five years ago.
In 2026, you have options that previous generations of account managers never had:
- A fully manual review with a spreadsheet and a search term report.
- Google Adsβ built-in negative keyword suggestions.
- A third-party tool that surfaces negatives semantically.
- Pasting your search term report into a chat and letting AI flag candidates for you.
- Delegating the entire task to a tool that adds negatives on autopilot, with no human in the loop.
The question isnβt which one is best. The question is: how comfortable are you removing yourself from the loop? At what level do you want AI to handle this task?
For some accounts that are highly templated, low-stakes, and high-volume, maybe fully delegated AI negative keyword management is fine. For most accounts, Iβd recommend a hybrid: AI surfaces candidates, and you approve them. The middle ground gives you speed without sacrificing oversight.
But the most important part is to make this decision intentionally, not by default, and to be able to defend the choice to key stakeholders. If youβre still doing all your negatives by hand in 2026, that should be a deliberate choice, not just βhow Iβve always done it.β
A few golden rules that hold up in any era
No matter which choices you make above, a handful of things still hold true:
- Pull the search terms report regularly. The data wonβt tell you what to decide, but it will tell you what to decide about. Make sure you look at the reports regularly, and remember no decision is still a decision.
- Keep your negatives updated as your campaigns evolve. The negatives that made sense for last quarterβs strategy may be the wrong ones now.
- Start with a few negatives and build from there. Being too negative too soon is genuinely harmful when an account is in a growth phase.
- Humans donβt search in straight lines. The query that looks irrelevant to your offer might be the final step before a conversion. Ad platforms try to teach us this in their documentation and training and reiterate that intent is messy, nonlinear, and often unpredictable. But as PPC practitioners, we still find ourselves resisting the idea that the system can make these judgment calls on our behalf.
Paul DeMott, owner of Helium, sees this most clearly in high-spend accounts:
- βMost negative keyword lists are too exhaustive and havenβt been revisited in yearsβ¦ aggressive negative lists often hurt more than they help. Youβre constraining the algorithmβs exploration on the exact accounts where it has the signal to make smart calls.β
The risk today isnβt under-negating. Itβs over-sculpting based on outdated assumptions.
Jordan Brunelle, owner of Good Growth Marketing, points to a related issue: shutting down queries too quickly because they donβt match the product or service literally.
- βA lot of account managers are quick to negate keywords that donβt perfectly match their product/serviceβ¦ we must get into the head of the searcher and consider what their ultimate need is.β
Intent isnβt always obvious at the query level. It often becomes clear only at the conversion level.
Breanne Bartlett, a paid search consultant, frames it simply:
- βMost account managers still treat βvagueβ queries as bad and overuse negatives to control themβ¦ the mistake isnβt allowing these queries, itβs blocking them before youβve seen how they actually convert.β
Top accounts arenβt restrictive. Theyβre responsive. They remove proven irrelevance, not theoretical inefficiency.
That tension between control and trust is showing up everywhere. As platforms introduce features like previewing the impact of negative keywords before applying them β something Menachem Ani, founder of a Google Premier Partner agency JXT, recently highlighted β the direction is clear: more data-driven decisions, less reactive cleanup.

At the same time, the core principle hasnβt changed. As Boris Beceric, a Google Ads consultant, reminded practitioners, efficiency starts with exclusion:
- βMost small budgets donβt fail because the offer is bad. They fail because the ads get shown for the wrong searches.β

Becericβs post on LinkedIn reframes negatives as a proactive efficiency tool, not just a cleanup task, and underscores that deciding what not to target is just as strategic as deciding what to include.
Together, these perspectives capture the evolution of negative keyword strategy: from maintenance to signal-shaping, from exclusion to intent communication. The smartest account managers arenβt just adding negatives β theyβre auditing, previewing, and sculpting them with purpose and a larger goal in mind.
What your negative keyword decisions are really doing
Negative keywords have always been part of paid search. Whatβs changed in 2026 is how much depends on how you guide β or defer to β the machine.
The real risk is making decisions about negative keywords on autopilot. Stale lists, over-sculpting, and unexamined habits quietly shape how the algorithm interprets your intent.
Every choice ties back to one question: what are the goals of this ad account?
A growth-focused account makes different choices than an efficiency-focused one. A small-budget account behaves differently from an enterprise one. A B2B account isnβt the same as high-velocity ecommerce. Even the βrightβ level of control shifts as Smart Bidding gains more signal.
Negative keywords arenβt a checklist in 2026. Theyβre a series of decisions that compound over time β and the account managers who make them intentionally, with fresh data, and clear goals, are the ones who deliver better results and can explain why.
Xbox has killed Copilot for consoles and mobile
Xbox cancels its Copilot plans Xboxβs new CEO, Asha Sharma, has announced that they have stopped the development of Copilot for consoles and will be winding down Copilot for mobile. Xbox is stepping away from Microsoftβs βAI everythingβ mantra and aims to bring Xbox βback on trackβ. In her post on the matter, Sharma claims [β¦]
The post Xbox has killed Copilot for consoles and mobile appeared first on OC3D.
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Hardware & Tech News - OC3D.net
- PCIe 8.0 version 0.5 has been released β On track for 256 GT/s speeds
PCIe 8.0 version 0.5 has been released β On track for 256 GT/s speeds
PCI-SIG members now have access to version 0.5 of the PCI Express 8.0 standard PCI-SIG members have today gained access to version 0.5 of the PCIe 8.0 standard, arriving ahead of schedule to industry partners. This is the official first draft of the PCIe 8.0 specification,Β incorporating feedback from the standardβsΒ 0.3 release last year. Currently, the [β¦]
The post PCIe 8.0 version 0.5 has been released β On track for 256 GT/s speeds appeared first on OC3D.
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All three new switches share similar characteristics, with 3.5 mm of total travel, pre-lubed construction, N-pole magnet configurations for compatibility with most HE keyboards, like Wooting and Keychron's own HE 8K series, and 30 gf starting actuation forceβthe Silent Red and Lime bottom out at 55 gf, while the Banana variants both bottom out at 50 gf. Curiously, the Silent Red switch uses silicone buffers in side rails to silence the bottom-out, while the Silent Banana tactile switch features a silencing circlip to dampen the bottom out. This was likely a consideration to prioritize the switch's bottom-out feel, but it may result in a switch that is not completely silent, but rather with a damped bottom-out sound.
AMD to Expand EPYC Lineup With Specialized CPUs for AI, HPC, and Cloud
With this generation of EPYC CPUs based on the "Zen 6" core IP, AMD will promote "Venice" CPUs broadly, while the "Venice" CPU generation will be complemented by the "Verano" CPUs. These appear to use the same "Zen 6" microarchitecture but have optimizations specifically designed for AI infrastructure. Contrary to previous assumptions that "Verano" would be a "Zen 7" IP, it is now confirmed to be part of the 6th-generation EPYC CPU family. This indicates that AMD is starting its CPU customization for different workloads as early as this year. As the server CPU market is projected to reach $120 billion by the end of this decade, less than 3.5 years away in 2030, it makes sense to have different CPU SKUs for each task and capture a significant portion of that revenue. Server CPUs are also expected to grow at a 35% compound annual growth rate, which is impressive for a relatively mature market.
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TechPowerUp
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Hilmar Veigar PΓ©tursson, CEO of Fenris Creations, says that "EVE Online exists today because of pioneering thinking, patience, and trust between developers and players," and that the DeepMind partnership will "enable us to carry that legacy forwardβcontinuously evolving a living universe and actively exploring what it can become, with forever in mind." The collaboration with DeepMind will also see Google's AI project develop an offline version of EVE Online running in a local server in order to "test and evaluate models in a controlled setting" and "explore new gameplay experiences enabled by these technologies." It remains to be seen how the studio and EVE Online will change with the new strategy and alongside the DeepMind partnership, but there don't seem to be any real structural changes at the time of writing.

TSMC Converts Fab 15A to 4 nm Production, 1.4 nm Taichung Site Ahead of Schedule
There are also talks of 1 nm arriving at the Central Taiwan site earlier than previously expected. Worth noting that 1.4 nm isn't part of TSMC's US fab plans at all. Once all four Phase 2 fabs are running at capacity, the Taichung complex is expected to be the single largest production base for AI and HPC chips anywhere in the world. In April, TSMC introduced its A13 (1.3 nm) process at the 2026 North America Technology Symposium as a direct shrink of the previously announced A14 (1.4 nm) node. The new node offers around 6% area reduction, along with improved performance and power efficiency through design-technology co-optimization. The A13 node remains fully backward compatible with A14 design rules to allow easier migration. TSMC A13 node is expected to enter mass production in 2029, one year after A14.
The quiet reinvention of search in the age of AI
"Search is dead" has been a recurring headline for years. First, it was social media that was supposed to replace it. Then apps. Then, voice assistants. Now it's generative AI.
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Apple is paying $250 million after overselling AI features before they actually worked
The complaints focused on how Apple marketed its AI features alongside the iPhone 16 and certain iPhone 15 models. Consumers who purchased those handsets between June 2024 and March 2025 may be eligible for payments of up to $95 per device. Apple denied any wrongdoing as part of the settlement.
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Wccftech
- iPhone 18 Pro Tipsters Are Now Openly Feuding Over The Dynamic Island, As Apple Sidelines Chinaβs BOE From Display Orders
iPhone 18 Pro Tipsters Are Now Openly Feuding Over The Dynamic Island, As Apple Sidelines Chinaβs BOE From Display Orders
Apple iPhone 18 Pro is now widely expected to sport a more efficient display sourced from Samsung and LG, leaving China's BOE scrambling for the proverbial crumbs. At the same time, tipsters continue to feud over the size of the Dynamic Island on the iPhone 18 Pro and Pro Max, with the latest CAD renders inviting some hefty skepticism. The LTPO+ OLED screens from Samsung and LG will allow for an improved battery life on the Apple iPhone 18 Pro duo, as the Dynamic Island conundrum continues According to The Elec, Samsung and LG are now expected to supply the [β¦]
Read full article at https://wccftech.com/iphone-18-pro-tipsters-are-now-openly-feuding-over-the-dynamic-island-as-apple-sidelines-chinas-boe-from-display-orders/

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Wccftech
- Nintendo Reportedly Building Zelda: Ocarina of Time Remake From Scratch and New 2D Game for Franchiseβs 40th Anniversary Blitz
Nintendo Reportedly Building Zelda: Ocarina of Time Remake From Scratch and New 2D Game for Franchiseβs 40th Anniversary Blitz
Among the games rumored to launch in the coming months on Nintendo Switch 2 is a The Legend of Zelda: Ocarina of Time remake. Little is known about this project, but today, some additional details on the remake of one of the best games of all time have been shared by Nash Weedle. Speaking during the latest episode of the Attack The Backlog podcast, the leaker said the developers are rebuilding the entire game from scratch for this remake. The leaker first heard about the project back in 2022, at which point the studio was hiring creative and artistic leads. [β¦]
Read full article at https://wccftech.com/zelda-ocarina-of-time-remake-building-scratch-2d-anniversary/

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BetaList - Discover tomorrow's startups, today
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