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LG B6 review: a great budget OLED TV, but not the upgrade I hoped for

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We spend hours testing every product or service we review, so you can be sure you’re buying the best. Find out more about how we test.

LG B6 OLED TV: Two minute review

The LG B6 is the entry-level OLED TV in LG’s 2026 TV lineup. While it provides a brightness boost over its predecessor, the LG B5, which I rated as one of 2025’s best TVs, the LG B6 doesn’t deliver the full and clear upgrade I was hoping for.

The LG B6 has a full suite of features and still delivers great performance, but as long as the LG B5 remains in stock and is less expensive, the new model is held back from being an unqualified pick by a few issues.

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Keychain GameCube Controller Made Functional

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Mini game controllers with buttons and joysticks that move like the real deal are a pretty cool keychain and fidget toy, but at least for some of us there’s this intrusive thought that tells us that it would be so much cooler if it actually was a functional game controller. Enter [Brux] tearing into a miniature GameCube controller and adding the required guts.

The keychain/fidget toy is made by Backpack Buddies and is one of a range of similar toys that feature buttons you can press and joysticks that move, giving a pretty good start on the externals of the controller. Once cracked open at the seam, some interior redecorating had to be performed to clear space and add something to mount switches onto. Here [Brux] opted to glue SMD switches to custom 3D components in lieu of a PCB. These were subsequently wired up with thin enameled wire, before attaching the original buttons to them following some more plastic surgery.

Some tiny joystick innards were then installed before gluing on the final buttons and joystick caps. As for how it all connects to a real GameCube, here an RP2040 was used to handle the translation of control inputs to the GameCube controller protocol. Then a GameCube controller was sacrificed for its cable and controller connector, but as can be seen in the video it does all work and creates the perfect controller for guests.

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Nvidia's first consumer CPU in over a decade to debut at Computex next week

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Identical posts from Nvidia, Arm, and Microsoft contained the words “A new era of PC,” followed by the coordinates “25.0528, 121.5990,” which map to the Computex 2026 venue in Taipei. The cryptic posts can be seen as early confirmation that Nvidia is finally ready to support Windows’ push into Arm chipsets.
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Pinterest cut AI costs 90% by gutting a frontier model’s vision layer

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At 620 million monthly users, calling a frontier model for every image recommendation isn’t a strategy — it’s a bill. Pinterest CTO Matt Madrigal solved it by gutting Qwen3-VL’s vision layer and rebuilding it with proprietary embeddings, cutting costs 90% and boosting accuracy 30%.

Madrigal’s team has been heavily investing in customizing open-source models “foundationally in-house.”

“If you’ve got really unique data that you can then fine-tune an open source model with, data quality will, frankly, outweigh or overcome model size,” Madrigal explained in a recent VB Beyond the Pilot podcast

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How Pinterest customized Qwen for visual discovery

Pinterest, which has around 620 million monthly active users, has long applied open source models for visual search and discovery, going back to Google’s BERT and OpenAI’s CLIP. The company fine-tuned its own Pin CLIP on the latter, incorporating proprietary visual embeddings and image metadata. 

Pinterest’s conversational shopping assistant, Navigator 1, was built on Qwen3-VL and customized in “pretty significant” ways. Madrigal’s team essentially “ripped out” Qwen’s vision encoder layer and fine-tuned the model on proprietary multimodal embeddings. This has allowed them to capture metadata around pins and images that can then be precomputed offline and regularly retrained on new information to deliver personalized experiences. 

“Open-source models, especially with open Apache licenses where you can truly tweak a lot of open weights and customize for unique use cases — that’s where we’ve found open source to be so powerful for us,” Madrigal said. 

Bringing their own embeddings allows his team to gain context around metadata, pins, and images; also, notably, the model performs better at runtime and inference. Without these embeddings, devs would have to call and encode each image returned at runtime, one at a time. That results in a latency “20 times worse” from an inference perspective, Madrigal said. 

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“If it’s something that’s going to be critical for our end users, that’s going to drive engagement, that will have to scale to over 600 million monthly active users, we’re going to either probably build it or we’re going to leverage open source and customize the heck out of it,” he said. 

VB Transform · July 14–15 · Menlo Park · Agentic orchestration

Intuit rebuilt its multi-agent system in 60 days. What did they change — and why?

At Transform, engineering leaders from Intuit, Target, and Instacart break down how they redesigned their orchestration architectures for reliability, scale, and real customers.

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See the full agenda →

How a taste graph captures evolving interests

To guide users from inspiration to purchase, Madrigal’s team built a “taste graph”: a dynamic representation of what individual users actually like, not just what they click on. “It’s this representation of billions of people’s evolving tastes,” he said. 

People go to Google or other search engines when they have a clear picture of what they want; Pinterest is for when they’re still in the discovery phase, Madrigal said. Pinterest’s goal is to encourage “lateral exploration” and transform discovery to intent (that is, clicking through ads or making purchases). 

Under the hood, the architecture combines a graph structure with representational learning. User embeddings capture a user’s evolving tastes. These are constantly updated based on activity and new content and signals. “It’s not a social graph,” Madrigal said. “It’s much more of a preference graph: What’s going to inspire you? What are you trying to do next?” 

For instance, one user may be into mid-century modern designs; another may prefer a Nantucket aesthetic. Those preferences will be captured in user embeddings, and the taste graph will deliver up specific, relevant products as a result. 

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“You go from the upper funnel, inspiration discovery, all the way through lower funnel intent,” Madrigal said. 

Listen to the full podcast to hear more about:

  • How Pinterest uses sandboxes to encourage creativity in a way that is secure and contained; 

  • Why a continuous feedback loop can prevent visual AI slop; 

  • The importance of constant benchmarking to gauge user engagement, performance, latency, and other factors. 

You can also listen and subscribe to Beyond the Pilot on Spotify, Apple or wherever you get your podcasts.

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‘Most likely, you won’t see it on a Leica M camera’: Leica hints that generative AI tools like Gemini Omni are at odds with its photography heritage, but says they ‘make perfect sense’ for phones like the Xiaomi 17T Pro

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These days, it’s not uncommon for phones to share two big selling points: a partnership with a trusted photography brand and flashy AI features. The Xiaomi 17T Pro, launched this week in Vienna, is no different, boasting Leica-tuned cameras and fresh new AI skills from Google‘s text-to-video tool, Gemini Omni.

Of course, Leica is a storied brand with 157 years of history — so how does Omni’s presence on the Xiaomi 17T Pro sit with this photography heritage?

At a post-launch roundtable attended by TechRadar, the German camera giant — which has been collaborating with Xiaomi since 2022 — shared its take on the utility of generative AI, and its remarks were decidedly diplomatic.

Google's Erin Pettigrew demonstrating Gemini Omni

Google’s Erin Pettigrew demonstrating Gemini Omni at Xiaomi’s Vienna launch event (Image credit: Future)

For context, at the launch itself, Google made a cameo appearance to reintroduce Gemini Omni, which debuted at Google I/O 2026 earlier this month and is available on compatible Android phones, including the Xiaomi 17T series.

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Meta is building an AI pendant. It also plans a business subscription called Wearables for Work.

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TL;DR

A leaked Meta memo confirms an AI pendant entering testing next year. The company also plans “Wearables for Work” and expanded AI glasses.

Meta is developing an AI-powered pendant that it plans to start testing within the next year, according to an internal memo viewed by The Information. The device builds on the Limitless acquisition Meta completed at the end of 2025. Limitless made a pendant that users could clip to their shirt or wear as a necklace to record and transcribe conversations.

The memo also outlines plans to expand Meta’s AI glasses lineup and launch a business subscription called Wearables for Work. The enterprise tier would position Meta’s hardware as a productivity tool rather than a consumer novelty. Reality Labs, Meta’s hardware division, lost $4 billion in Q1 2026 alone.

The AI pendant category has a troubled history. Humane’s AI Pin launched in 2024 to withering reviews and was effectively dead within a year, with HP acquiring the startup’s assets for $116 million. Friend, another AI pendant startup, spent more than $1 million on subway advertisements and struggled to find users. Neither device offered enough utility to justify wearing an additional gadget.

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Meta’s approach is different in one important respect. It already has a wearables business that works. Meta sold more than seven million Ray-Ban smart glasses in 2025 and commands roughly 82% of the smart glasses market. The pendant would be a second form factor in an ecosystem that has proven consumer demand, not a standalone product betting on a category that does not yet exist.

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Limitless raised more than $33 million from investors including Sam Altman and Andreessen Horowitz before Meta acquired it. CEO Dan Siroker said at the time that Meta’s vision for “personal superintelligence” through wearables aligned with what Limitless was building. The startup stopped selling devices to new customers after the acquisition but continued supporting existing users.

The Wearables for Work subscription is the most commercially interesting detail in the memo. Meta’s glasses already integrate with Meta AI for voice queries, real-time translation, and visual identification. An enterprise tier could add meeting transcription, ambient note-taking, CRM integration, and hands-free access to workplace tools. The concept mirrors Microsoft’s Copilot subscription model but delivered through hardware rather than software.

The wearables market is fragmenting into distinct categories. Apple Watch dominates the smartwatch segment but is losing momentum to screenless health trackers. Oura has filed for IPO. Whoop and Google’s Fitbit Air emphasise passive data collection. Meta’s pendant would sit in a fourth category: ambient AI capture, the always-on recording device that supplements rather than replaces a phone.

The privacy implications are significant. Meta’s Ray-Ban glasses have already faced lawsuits and regulatory scrutiny over how they handle footage captured by their built-in cameras. A pendant that records conversations raises the same concerns in a more intimate form factor. The regulatory environment in the EU, where Meta faces ongoing DMA enforcement and GDPR scrutiny, could constrain where the device is sold.

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Meta’s hardware strategy is now spread across glasses, pendants, a planned smartwatch codenamed Malibu 2, VR headsets, and the Vision Pro competitor. The company is betting that AI wearables will reverse Reality Labs’ cumulative losses, which have exceeded $60 billion since the division was created. The pendant is one piece of that bet. Whether it succeeds where Humane and Friend failed depends on whether Meta can make ambient AI recording useful enough that people will wear it, and trustworthy enough that the people around them will tolerate it.

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4 Common Problems With Samsung Washing Machines

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Home appliances are a necessary part of life. Whether you rent or own your home, you’ve likely dealt with a defrosting refrigerator, a leaking dishwasher, or a washing machine that’s refusing to drain. When we purchase a new appliance, we hope to get years of service without costly repairs. Samsung, which sells all major types of home appliances, from basic, entry-level models to bespoke options with artificial intelligence, has been recognized by JD Power with high rankings for customer satisfaction. Yet many Samsung appliances tend to generate mixed reviews, with praise for design offset by concerns about reliability, performance, and customer service; in fact, the company recalled 2.8 million of its washing machines in the United States in 2016 due to issues that caused the top to detach while in use.

Of course, any appliance can break, and washing machines are typically heavily used and have complex components, facts that often tend to contribute to these home appliances having a slightly shorter lifespan than others. Overloading your machine or failing to clean it and perform regular maintenance may lead to your washer needing expensive repairs, or it could shorten that lifespan even further. If you already own a Samsung washing machine or you’re in the market for a new washer, here are four common problems endemic to the brand to watch for.

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The controls stop working

We’ll start the conversation with a common problem and a simple fix. If your washer won’t start, the buttons aren’t working, or the control knobs won’t allow you to select a cycle, you may have accidentally turned on the child lock. That’s right, you can lock your child out of YouTube, into your car and, it turns out, also out of your washing machine.

The child safety locks disable the machine’s controls and often lock the door. They help keep your child from playing with the buttons, accidentally starting the machine, or even from crawling inside, where they could be hurt or worse. If you don’t have children or your children are old enough to leave your washer alone, you probably don’t bother with the lock. On most Samsung machines, it’s not easy to accidentally turn on, but it is possible. The lock is activated with a two-button combination that’s labeled on the control panel. It’s typically labeled with the words “Child Lock” or a lock icon. Check your user manual if you’re unsure how the lock on your machine works. When the lock is activated, you should hear a chime and an icon should light or flash. To deactivate the lock, press and hold both buttons once to see the icon flash, then again to make the icon turn off.

If you try these steps and your washer still won’t start, it’s likely a different problem. Samsung recommends you unplug the machine, let it sit for at least a minute to reset, then plug it back in again.

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The washer isn’t filling properly

You load up the washing machine, add detergent and press start, only to be met with silence. You lift the lid and take a look, and your clothes are still dry and dirty. The machine isn’t filling, or perhaps it’s only filing part way and not finishing the job. Even high-efficiency washing machines need water, so what is going on?

A filling error may be indicated on a Samsung machine with an error code or by a blinking light on the indicator for the fill level (Extra Large, or Extra High, for example). The manufacturer has several recommendations if you encounter this frustrating problem. First, be sure your supply hoses, both hot and cold, are properly connected to the washer and aren’t kinked or pinched anywhere. Also verify that the water valves are open. You should also check the drain hose connections. Samsung recommends that you don’t remove the screw on the back of the washer that holds that drain hose against the machine. If the screw is missing, use any screw that fits to replace the holder.

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If all the hoses appear functional, try unplugging the washer or flipping the circuit breaker for at least a minute to reset the machine. If it still isn’t filling properly, call a professional.

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The washing machine isn’t draining

If your problem is too much water rather than not enough, your Samsung washer may not be draining properly. If you’re lucky, you may simply receive a “no drain” or “overflow water” error code. If you’re unlucky, your washer will leak, possibly overflow, and likely create a big, expensive mess. Water damage is no joke, so this is a problem you’ll want to address before that happens.

If you didn’t have your washer professionally installed, be sure the machine is level before you use it, otherwise it may not drain properly. If you know the machine is level, inspect the drain hose. Samsung advises that the hose should not be inserted less than 6 inches and more than 8 inches into the standpipe. Be sure it is secured to the machine and is not bent or damaged, and has not formed an airtight connection. It needs to be placed at least 18 to 24 inches high, depending on the type of washer, and no higher than 96 inches. Samsung also notes that users should not install a drain hose extension kit.

Finally, if you have a front load washing machine, you may need to clean the pump filter. If the filter is clogged, the draining system may not work effectively. Once you run through all these steps, try to run the washer again; if it’s still not draining, it’s time to call in a professional.

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The washer’s door is broken or its buttons are jammed

Problems with washing machines don’t always involve water. If your Samsung machine isn’t working and the “Hot” and “Large” (or similarly labeled) buttons are flashing, or you receive an error code that indicates a door error, your washer is telling you that it’s detecting that its door is either damaged or not closed properly. Check your manual to confirm the error code, then take a look at the door latch. It could be as simple as a sock or a drawstring stuck in the door. The door lock may also be malfunctioning, or the problem could be with the door itself. If you don’t see anything wrong with the door and cannot clear the error code, you should contact Samsung’s support center.

If you receive a jammed button error code, your washer is telling you that one or more of the buttons on the control panel is stuck or being continuously pressed. Samsung recommends that you turn off your washer, then check each button individually. If a button is damaged or the code doesn’t clear after you power on the washing machine, again, request support from Samsung for a repair.

Of course, there’s a long list of other possible error codes and potential problems or malfunctions. If your washer displays an error code or simply stops working, check your manual or Samsung’s website for support. If you’re unable to diagnose or solve the problem, a dreaded repair or replacement may be in order.

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States push back against rising AI-driven electricity infrastructure costs

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The global AI boom has exposed how unprepared we really are for such rapid data center expansion, and we’ve already reached the point where construction is struggling to keep pace with the continued rate of innovation.

Nowhere is this more evident than across the US, where hyperscalers and cloud providers are racing to build out new data center campuses capable of supporting the next wave of agentic AI workloads. This is, of course, as companies continue to push the boundaries with next-gen frontier models, with both electrical supply and cooling infrastructure in hot demand.

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MSI’s Next-Gen Monitor Can Switch Between Three Resolutions And Refresh Rates

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Go from 4K resolution for Crimson Desert to 680Hz for Counter-Strike 2.

Gaming monitors that let you switch between two modes aren’t new, but MSI is pushing that even further with its OLED monitor can shift across three modes. For Computex 2026, MSI is claiming a world’s first with a 31.5-inch gaming monitor that can bounce between 4K resolution with a 360Hz refresh rate, 2K resolution with 520Hz and FHD resolution with 680Hz.

Officially named the MPG OLED 322URDX36, the monitor lets gamers go from maximum resolution for AAA titles that are graphically demanding to an ultra-fast refresh rate for more competitive games where split-second decisions matter. Along with MSI’s Triple Mode feature, the upcoming monitor also has its Penta Tandem technology that the company advertises as a five-layer stack of panels designed to reduce color fringing and make text more legible. MSI also equipped the Triple Mode monitor with a DarkArmor Film that’s supposed to boost black levels by 40 percent and increase scratch resistance.

Besides all of MSI’s included proprietary technologies, the upcoming monitor can hit a peak brightness of 1,500 nits and will have a DisplayPort 2.1a and a USB-C port. MSI didn’t reveal any pricing or release details, but said the MPG OLED 322URDX36 will be on display at its booth during Computex 2026, which kicks off on June 2.

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Is Rust cross-platform? – Digital Trends

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Rust is the kind of survival game where choosing the right server matters almost as much as choosing the right weapon. This also reflects on the platform of your choice. If you’re you’re friends are spread across PC, PlayStation, and Xbox, you’ll want to know exactly who can play together before anyone starts building a base.

The answer to the question is simple in one way and annoying in another. Rust supports crossplay between PlayStation and Xbox players, but PC players cannot play with console players. So yes, there is cross-platform support, but only inside the console version of the game.

And because Rust on PC and Rust Console Edition are not treated as one shared version across every platform. They are separate enough in updates, content, performance, and server structure that you can’t just jump from PC into a console lobby.

Can you play Rust cross-platform?

Rust is cross-platform on consoles, but not between consoles and PC. Rust Console Edition players on PlayStation or Xbox can play with other console players. This includes both the PlayStation and Xbox ecosystems, though the console version has been changing as Double Eleven moves toward native PS5 and Xbox Series X/Series S support.

On the other hand, PC players are kept separate. Rust players on PC are playing exclusively in the PC pool, and not with PlayStation or Xbox users. So a player on Steam cannot join his friend playing Rust Console Edition on PS5 or Xbox Series X/S.

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Does Rust have cross-progression?

No, don’t expect your progress to follow you across platform families. Double Eleven has said cross-platform progress transfer is not an option in Rust Console Edition. So you should treat your paltform choice seriously. This is even more important to note before you start purchasing skins and are focusing on progressing in one ecosystem.

What about modded and community servers?

This is another reason PC remains the best version if you have the choice. PC Rust has a stronger server ecosystem, including modded servers and more custom ways to play. This is exactly what made Rust so popular, and why fans gravitated towards PC. Console players are not completely stuck with official servers, with support for community servers. These let you tinker with the rules, settings, moderation, and other aspects. But it’s still behind the modded servers on PC.

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A Java library just tried to trick AI coding agents into deleting your tests, and it almost worked

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The latest flare-up in the debate over AI-assisted coding did not come from a new model release or a benchmark result. It came from a single line of text buried inside a software update.
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