An anonymous reader shares a blog: Google Groups is dying. Its epitaph is not yet inscribed on the Killed by Google website, but the end is easily seen from here (although it should also be noted its death was called as early as 13 years ago). The deficiencies in Google Groups search, supposedly Google's forte, have long been noted. Lately though basic features have just stopped working. Why care? Google Groups is, for whatever reason, the de-facto standard community website in the formal methods community. TLA+ uses it, PRISM uses it, SMT-LIB uses it, and a number of other tools I could find at least have presences on the platform. These communities take time to build: their value resides in the number of people who think of them first whenever they want to ask a question or just talk about these tools. Many websites link to these groups or to specific answers.

What's broken? Beyond search's perpetual brokenness, Monospace fonts have just stopped rendering. This makes code samples significantly more difficult to read. Then (precipitating this post) messages or replies submitted to the group have started intermittently just self-deleting. Not in a graceful way, either: the post will successfully be submitted, but then all that will show up is a deleted message. Hope you didn't spend twenty minutes typing a thorough, detailed response! My attempt to submit a link to this very post also deleted itself.

Google is expanding VPN access to all Google One members on all plans and rolling out a new dark web report feature for all subscribers. From a report: VPN by Google One was previously only available to members on the Premium 2TB plan, but will now be available to all Google One members, including those on the Basic plan that starts at $1.99 per month. The tech giant notes that VPN by Google One adds more protection to your internet activity no matter what apps or browsers you use, shielding it from hackers or network operators by masking your IP address. Google is also introducing a new feature called "dark web report" for Google One members on all plans in the United States to help users monitor their personal information on the dark web. Dark web report will start rolling out over the next few weeks to members across all Google One plans in the United States.

As media executives look to pop the stock of flagging publicly traded companies, tech advances are becoming the new gimmick to wow (even temporarily) the investing class. From a report: When Endeavor CEO Ari Emanuel opened his company's earnings call with prepared remarks Feb. 28, a casual listener hearing him tout the UFC and WME might have missed the most interesting part: Emanuel wasn't speaking at all. Well, he sort of was. The words were his, and the voice was his, but rather than Emanuel speaking into a microphone (opening remarks on earnings calls are often pretaped), the comments were the product of a generative artificial intelligence firm calledâSpeechify. Indeed, artificial intelligence has been hard to avoid for Wall Street watchers this year. And it's easy to understand why: AI news has led to share price surges at companies like BuzzFeed (which uses it and saw its stock price more than double) and Microsoft (whose rise was in the high singleâdigits).

After the public release of OpenAI's large language model (LLM) chatbot ChatGPT (and the stock bounce it gave to Microsoft, which is OpenAI's tech partner), it seems that every company wants a piece of the AI action, or at least wants to send the message that it's thinking about it. Companies with close ties to media and entertainment are no exception. In his first letter to creators as CEO of YouTube, Neal Mohan wrote March 1 that "the power of AI is just beginning to emerge in ways that will reinvent video and make the seemingly impossible possible," and that it will be a priority for him. Spotify, led by CEO Daniel Ek, released on Feb. 22 what it is calling an "AI DJ," powered by technology from OpenAI. The DJ takes the music a Spotify user listens to and combines it with recommendations from music experts and an AI-generated voice to create a totally personalized radio show. Snap, run by Evan Spiegel, released an assistant called "My AI," based on ChatGPT, bringing the capabilities of that LLM to Snapchat+ users.

And at small digital publishers like the Jonah Peretti-led BuzzFeed and Arena Group Holdings (the owner of Sports Illustrated), AI is being touted as a fount of new types of storytelling that "can create enterprise value for our brands and partners," per Arena Group CEO Ross Levinsohn. To be sure, AI's potential for transforming business is real (in a March 2 research report, Morgan Stanley called it a "$6 trillion opportunity"), but it remains just that: an opportunity, rather than today's reality. Wall Street is still very bullish on AI in the long term, with Bank of America's Haim Israel and Martyn Briggs writing in a Feb. 28 thematic report that AI is "at a defining moment -- like the internet in the '90s," but the consensus is that while big tech firms like YouTube owner Alphabet, Amazon and Apple will reap the rewards at some point, what it means for smaller companies in the present is less clear. For entertainment companies, the potential is obvious, even if the business models are not. The Morgan Stanley report noted the logic in AI recommendations on streaming services like Spotify and Netflix (Spotify's DJ is a first step in that direction), and it isn't a stretch to think that content itself can be made faster and at less cost with generative technology (applications could include special effects, which are labor intensive and costly). For companies like Endeavor and CAA, generative voice technology (like that from Speechify) and deepfake tech (like Deep Voodoo, a deepfake company from the creators of South Park that counts the CAA-affiliated Connect Ventures as an investor), could mean new opportunities for old actors (see Robert Zemeckis' upcoming movie Here, which will use AI from Metaphysic to de-age Tom Hanks).

Google is warning employees that fewer of them will receive promotions to more senior levels this year than in the past. From a report: "The process is manager-led and will be largely similar to last year -- though with our slower pace of hiring, we are planning for fewer promotions into L6 and above than when Google was growing quickly," the company said in an email that was viewed by CNBC. The L6 distinction refers to the first layer of staff that's considered senior and typically includes people with about a decade of experience. The changes come as Google implements a new performance review system called Google Reviews and Development (GRAD), which as CNBC reported in December, will result in more Google employees receiving low performance ratings and fewer receiving high marks.

Like many large tech companies, Google has a sprawling middle management. According to last year's internal survey results that affected the company's ability to ship products efficiently. Google also is in the midst of trying to cut costs as growth decelerates and recession concerns persist. The company has slowed hiring and announced in January that it's cutting 12,000 jobs, or about 6% of the workforce. In Monday's email, the tech giant said it's promoting fewer people to senior roles "to ensure that the number of Googlers in more senior and leadership roles grows in proportion to the growth of the company."

Binance, the world's largest crypto exchange by trading volume, has extended its spot market share across crypto exchanges for a fourth consecutive month. From a report: The exchange market share increased from 59.4% in January to 61.8% in February, according to a report from crypto market data provider CryptoCompare. Binance had a 13.7% increase in its spot volumes to $504 billion, an all-time high market share for the exchange. This comes as regulators in the U.S. and beyond have ratcheted up their scrutiny of the exchange in recent months. Most recently, a U.S. Securities and Exchange (SEC) official said that agency staff believe Binance.US may be operating an unregistered securities exchange in the U.S., an assertion to which Binance.US objected. Binance is a corporate entity that operates in US through Binance.US.

"Despite the recent criticism the exchange has received, market participants continue to take shelter on Binance under the premise that the largest exchange is seen as one of the safer trading venues," said Jacob Joseph, a research analyst at CryptoCompare, in an interview with CoinDesk. Joseph also attributes the exchange's dominance to the vast amount of liquidity available on Binance, which means reduced slippage costs and spreads, an attractive benefit for traders. "It is one of the exchanges with the most trading pairs and services available," Joseph said.

An anonymous reader quotes a report from Ars Technica: On Monday, a group of AI researchers from Google and the Technical University of Berlin unveiled PaLM-E, a multimodal embodied visual-language model (VLM) with 562 billion parameters that integrates vision and language for robotic control. They claim it is the largest VLM ever developed and that it can perform a variety of tasks without the need for retraining. According to Google, when given a high-level command, such as "bring me the rice chips from the drawer," PaLM-E can generate a plan of action for a mobile robot platform with an arm (developed by Google Robotics) and execute the actions by itself.

PaLM-E does this by analyzing data from the robot's camera without needing a pre-processed scene representation. This eliminates the need for a human to pre-process or annotate the data and allows for more autonomous robotic control. It's also resilient and can react to its environment. For example, the PaLM-E model can guide a robot to get a chip bag from a kitchen -- and with PaLM-E integrated into the control loop, it becomes resistant to interruptions that might occur during the task. In a video example, a researcher grabs the chips from the robot and moves them, but the robot locates the chips and grabs them again. In another example, the same PaLM-E model autonomously controls a robot through tasks with complex sequences that previously required human guidance. Google's research paper explains (PDF) how PaLM-E turns instructions into actions.

PaLM-E is a next-token predictor, and it's called "PaLM-E" because it's based on Google's existing large language model (LLM) called "PaLM" (which is similar to the technology behind ChatGPT). Google has made PaLM "embodied" by adding sensory information and robotic control. Since it's based on a language model, PaLM-E takes continuous observations, like images or sensor data, and encodes them into a sequence of vectors that are the same size as language tokens. This allows the model to "understand" the sensory information in the same way it processes language. In addition to the RT-1 robotics transformer, PaLM-E draws from Google's previous work on ViT-22B, a vision transformer model revealed in February. ViT-22B has been trained on various visual tasks, such as image classification, object detection, semantic segmentation, and image captioning.

Mike Butcher writes via TechCrunch: SidekickWas it the pandemic? Did everyone follow too many ADHD TikTokers? Have smartphones fried our brains? Whatever the case, there is a boom in ADHD tech solutions, from online drug deliveries to web sites and apps. [...] Now there is a Sidekick, who's pitch is that it's a "productivity browser." Today it's launching a host of features geared to ADHD sufferers and the attention distracted more generally. The company claims users with ADHD noticed a "significant improvement" after using the browser. The Chromium-based browser was founded by Dmitry Pushkarev (a Stanford PhD in Molecular Biology, ex-Amazon exec and ADHDer).

So how does it work? To nullify distractions, the browser incorporates AdBlock 2.0; a Focus Mode Timer disables all sounds, badges and notifications for a selected time or indefinitely; a Task Manager organizes your day; and there's a built-in Pomodoro timer; it also claims to run 3x faster than Chrome, which, apparently, is important for ADHD sufferers. Suffice it to say, it has a number of other distraction-killing features; however, I'm not going to list them all here.

CEO and founder Dmitry Pushkarev said, in a statement, "Modern browsers are not designed for work, but for consuming web pages. This gap really hurts hundreds of millions of users. We are convinced that lowering web distraction reduces anxiety and increases the quality of people's work and the quality of their lives." He says the startup plans to make money via corporate subscribers, who will pay to get their ADHD-afflicted workers into a more productive mode.

The domain name registrar Freenom, whose free domain names have long been a draw for spammers and phishers, has stopped allowing new domain name registrations. KrebsOnSecurity reports: Freenom is the domain name registry service provider for five so-called "country code top level domains" (ccTLDs), including .cf for the Central African Republic; .ga for Gabon; .gq for Equatorial Guinea; .ml for Mali; and .tk for Tokelau. Freenom has always waived the registration fees for domains in these country-code domains, presumably as a way to encourage users to pay for related services, such as registering a .com or .net domain, for which Freenom does charge a fee. On March 3, 2023, social media giant Meta sued Freenom in a Northern California court, alleging cybersquatting violations and trademark infringement. The lawsuit also seeks information about the identities of 20 different "John Does" -- Freenom customers that Meta says have been particularly active in phishing attacks against Facebook, Instagram, and WhatsApp users. The lawsuit points to a 2021 study (PDF) on the abuse of domains conducted for the European Commission, which discovered that those ccTLDs operated by Freenom made up five of the Top Ten TLDs most abused by phishers.

"The five ccTLDs to which Freenom provides its services are the TLDs of choice for cybercriminals because Freenom provides free domain name registration services and shields its customers' identity, even after being presented with evidence that the domain names are being used for illegal purposes," the complaint charges. "Even after receiving notices of infringement or phishing by its customers, Freenom continues to license new infringing domain names to those same customers." Freenom has not yet responded to requests for comment. But attempts to register a domain through the company's website as of publication time generated an error message that reads: "Because of technical issues the Freenom application for new registrations is temporarily out-of-order. Please accept our apologies for the inconvenience. We are working on a solution and hope to resume operations shortly. Thank you for your understanding." Although Freenom is based in The Netherlands, some of its other sister companies named as defendants in the lawsuit names are incorporated in the United States.

It remains unclear why Freenom has stopped allowing domain registration, but it could be that the company was recently the subject of some kind of disciplinary action by the Internet Corporation for Assigned Names and Numbers (ICANN), the nonprofit entity which oversees the domain registrars. In June 2015, ICANN suspended Freenom's ability to create new domain names or initiate inbound transfers of domain names for 90 days. According to Meta, the suspension was premised on ICANN's determination that Freenom "has engaged in a pattern and practice of trafficking in or use of domain names identical or confusingly similar to a trademark or service mark of a third party in which the Registered Name Holder has no rights or legitimate interest."

According to a report from Bloomberg's Mark Gurman, Apple is readying a new batch of Macs to launch "between late spring and summer." This includes a 15-inch MacBook Air and a new 24-inch iMac. From the report: Apple's next iMac desktop is at an advanced stage of development called engineering validation testing, or EVT, and the company is conducting production tests of the machine. The next iMac will continue to come in the same 24-inch screen size as the current model, which was announced in April 2021. The versions being tested also come in the same colors as the current iMac, a palette that includes blue, silver, pink and orange.

The new iMacs will, of course, be more powerful -- with a new M-series chip to replace the M1. There also will be some behind-the-scenes changes. The computer will see some of its internal components relocated and redesigned, and the manufacturing process for attaching the iMac's stand is different. While development of the new iMacs -- codenamed J433 and J434 -- has reached a late stage, it's not expected to go into mass production for at least three months. That means it won't ship until the second half of the year at the earliest. Still, this is a great development for anyone disappointed that Apple's all-in-one desktop hasn't been updated in nearly two years.

Aside from the iMac, Apple is scheduled to launch about three new Macs between late spring and summer, I'm told. Those three models are likely to be the first 15-inch MacBook Air (codenamed J515), the first Mac Pro with homegrown Apple chips (J180) and an update to the 13-inch MacBook Air (J513). The big remaining question is which processors these new Macs will run on. We already know the Mac Pro will include the M2 Ultra, which will provide up to 24 CPU cores, 76 graphics cores and the ability to top out the machine with at least 192 gigabytes of memory. We also know that Apple has developed the next iMac on the same timeline as the M3 chip, so I'd expect it to be one of the company's first M3-based machines.

The AI Education Project has developed curriculum to help teachers and students understand artificial intelligence. From a report: With students taking advantage of ChatGPT for homework and term papers, there's a lot of handwringing about whether artificial-intelligence tools are appropriate for school. Alex Kotran said his group wants to make sure those tools are used even more. Kotran is the chief executive officer of the AI Education Project (aiEDU), a nonprofit backed by companies such as Microsoft, Alphabet's Google, OpenAI and AT&T, that provides free materials and teacher training to boost AI understanding in school districts. The idea is to teach kids about the technology, its limits and promise, and prepare them jobs where they'll need to use AI.

The group on Tuesday is announcing a national call for AI education with an expanded list of backers and partner schools at the South by Southwest EDU conference in Austin, Texas. So far, aiEDU has reached 100,000 students and has relationship with districts representing 1.5 million low-income and underserved kids across the country. The non-profit was founded in 2019, and Kotran thought it would take a few years before there was widespread demand from educators for these kinds of programs. "We were kind of wearing the T-shirt before the band was cool," he said. Instead the rapid increase in interest in generative AI with the popularity of programs like OpenAI's chatbot and Dall-E, its tool for digital images, has dramatically boosted demand, and the group could use more funding, he said.

Facebook's large language model, which is usually only available to approved researchers, government officials, or members of civil society, has now leaked online for anyone to download. From a report: The leaked language model was shared on 4chan, where a member uploaded a torrent file for Facebook's tool, known as LLaMa (Large Language Model Meta AI), last week. This marks the first time a major tech firm's proprietary AI model has leaked to the public. To date, firms like Google, Microsoft, and OpenAI have kept their newest models private, only accessible via consumer interfaces or an API, ostensibly to control instances of misuse. 4chan members claim to be running LLaMa on their own machines, but the exact implications of this leak are not yet clear.

In a statement to Motherboard, Meta did not deny the LLaMa leak, and stood by its approach of sharing the models among researchers. "It's Meta's goal to share state-of-the-art AI models with members of the research community to help us evaluate and improve those models. LLaMA was shared for research purposes, consistent with how we have shared previous large language models. While the model is not accessible to all, and some have tried to circumvent the approval process, we believe the current release strategy allows us to balance responsibility and openness," a Meta spokesperson wrote in an email.

Here's an interesting bit of news out of Mobile World Congress: Qualcomm says the Snapdragon 8 Gen 2 has been certified as the "world's first commercially deployable iSIM (Integrated SIM)." ArsTechnica: What the heck is an iSIM? Didn't we just go through a SIM card transition with eSIM? We did, but iSIM is better than eSIM. We'll explain, but the short answer is that iSIM is the next step in the continual march to reduce the size of SIM cards. [...] eSIMs are still a chip taking up space on your motherboard, and that's not ideal if you want to squeeze every square millimeter of space out of a phone. The next shrinking step is iSIM -- an Integrated Subscriber Identity Module. Rather than a chip on the motherboard, iSIMs are integrated directly onto the SoC. SoC (system on a chip) integration is the technology that makes smartphones possible. Instead of a thousand little chips for things like the CPU, GPU, RAM, modem, and a bunch of other things, everything gets packed into one single do-everything piece of silicon.

Individual chips require more space and power thanks to having to make motherboard traces to connect everything and having to deal with chip packages. Building everything in one chip, with the tiniest transistors you can muster, is the cheapest and most space-efficient and power-efficient way to do things, and now SIM cards are going to disappear into that big block of stuff. iSIMs will be measured in fractions of a millimeter, and as part of the SoC, they will continually shrink every year as chip process nodes hit ever-smaller nm measurements. It sounds like this is the endgame for SIM technology, and besides helping out phones, will be great for evermore space-constrained devices like smartwatches.

Police were investigating his neighbor. A judge gave officers access to all his security-camera footage, including inside his home. From a report: The week of last Thanksgiving, Michael Larkin, a business owner in Hamilton, Ohio, picked up his phone and answered a call. It was the local police, and they wanted footage from Larkin's front door camera. Larkin had a Ring video doorbell, one of the more than 10 million Americans with the Amazon-owned product installed at their front doors. His doorbell was among 21 Ring cameras in and around his home and business, picking up footage of Larkin, neighbors, customers and anyone else near his house. The police said they were conducting a drug-related investigation on a neighbor, and they wanted videos of "suspicious activity" between 5 and 7 p.m. one night in October. Larkin cooperated, and sent clips of a car that drove by his Ring camera more than 12 times in that time frame. He thought that was all the police would need. Instead, it was just the beginning.

They asked for more footage, now from the entire day's worth of records. And a week later, Larkin received a notice from Ring itself: The company had received a warrant, signed by a local judge. The notice informed him it was obligated to send footage from more than 20 cameras -- whether or not Larkin was willing to share it himself. As networked home surveillance cameras become more popular, Larkin's case, which has not previously been reported, illustrates a growing collision between the law and people's own expectation of privacy for the devices they own -- a loophole that concerns privacy advocates and Democratic lawmakers, but which the legal system hasn't fully grappled with. Questions of who owns private home security footage, and who can get access to it, have become a bigger issue in the national debate over digital privacy. And when law enforcement gets involved, even the slim existing legal protections evaporate. "It really takes the control out of the hands of the homeowners, and I think that's hugely problematic," said Jennifer Lynch, the surveillance litigation director of the Electronic Frontier Foundation, a digital rights advocacy group.

In the debate over home surveillance, much of the concern has focused on Ring in particular, because of its popularity, as well as the company's track record of cooperating closely with law enforcement agencies. The company offers a multitude of products such as indoor cameras or spotlight cameras for homes or businesses, recording videos based on motion activation, with the footage stored for up to 180 days on Ring's servers. They amount to a large and unregulated web of eyes on American communities -- which can provide law enforcement valuable information in the event of a crime, but also create a 24/7 recording operation that even the owners of the cameras aren't fully aware they've helped to build.

An anonymous reader quotes a report from The Economic Times: Meta, the owner of Facebook andInstagram, is planning a fresh round of layoffs and will cut thousands of employees as soon as this week, according to people familiar with the matter. The world's largest social networking company is eliminating more jobs, on top of a 13% reduction in November, in a bid to become a more efficient organization. In its earlier round of cuts, Meta slashed 11,000 workers in what was its first-ever major layoff.

The company has also been working to flatten its organization, giving buyout packages to managers and cutting whole teams it deems nonessential, Bloomberg News reported in February, a move that is still being finalized and could affect thousands of staffers. The imminent round of cuts is being driven by financial targets and is separate from the "flattening," said the people, who asked not to be identified discussing internal matters. Meta, which has seen a slowdown in advertising revenue and has shifted focus to a virtual-reality platform called the metaverse, has been asking directors and vice presidents to make lists of employees that can be let go, the people said. This phase of layoffs could be finalized in the next week, according to the people.

Google's progressing toward its goal of building an AI language model that supports 1,000 different languages. The Verge reports: In an update posted on Monday, Google shared more information about the Universal Speech Model (USM), a system Google describes as a "critical first step" in realizing its goals. Last November, the company announced its plans to create a language model supporting 1,000 of the world's most-spoken languages while also revealing its USM model. Google describes USM as "a family of state-of-the-art speech models" with 2 billion parameters trained on 12 million hours of speech and 28 billion sentences across over 300 languages.

USM, which YouTube already uses to generate closed captions, also supports automatic speech recognition (ASR). This automatically detects and translates languages, including English, Mandarin, Amharic, Cebuano, Assamese, and more. Right now, Google says USM supports over 100 languages and will serve as the "foundation" to build an even more expansive system. You can read more about USM and how it works in the research paper Google posted here.

Google-owned Fitbit is removing several community-focused features on March 27, including Challenges and open groups. Christine Persaud writes via XDA Developers reports: For me, challenges were one of Fitbit's main strengths. You could strap a fitness tracker or smartwatch to your wrist, set up an account, and chances are at least a handful of your contacts were also Fitbit users. Then, you could add them as friends to compete and compare your progress. This seems like an insignificant "nice to have" feature, but the motivation it provides is precisely the aim of wearing a fitness tracker in the first place. And without open groups, you wouldn't have the opportunity to get to know like-minded users from around the world.

This decision eliminates one of the platform's best features: a sense of community. Reportedly, more than 31 million people use Fitbit at least once a week. That's a staggering number and a group of customers ripe for creating and maintaining an active community. At a time when the market is flooded with competing fitness tracker and smartwatch brands, it has become increasingly difficult to stand out. According to Statista, Fitbit has been leading the wearables space since 2014, accounting for almost half the worldwide market share at 45%. The company's solid grasp on the market (though it now faces stiff competition from the likes of Apple, Garmin, and others) is partly because of the unique Challenges and groups. While other companies, like Apple, have a version of Challenges, they're not as robust as what Fitbit supports. "Nonetheless, for anyone new to the market looking for a fitness tracker or smartwatch that can do it all and connect them to a wealth of information and a community of people, this news makes Fitbit a less appealing platform to consider," adds Persaud. "All we can do is hope for bigger and better things to come with Google integration in the future."

An anonymous reader quotes a report from InterestingEngineering: The U.S. Air Force's Global Strike Command awarded a new $75.5 million contract to New York-based firm Persistent Systems. The aim is to build a unified security system for 400 operational Minuteman III intercontinental-range nuclear missile silos secured in remote areas throughout the U.S. It will be the world's largest wireless ad-hoc network, helping secure the U.S.'s nuclear arsenal amid growing concerns over global nuclear security.

Persistent Systems will roll out its Infrastructure-based Regional Operation Network (IRON) offering across three Air Force bases as part of the Regional Operating Picture (ROP) program. According to the company, the new security network will cover an area of 25,000 square miles (64,750 sq km), making it the world's largest wireless ad-hoc network. The IRON offering is an easy-to-deploy Integrated MANET Antenna System on fixed towers and poles. It will allow the U.S. Air Force to connect 75 operation centers and more than 1,000 Security Force vehicles. The ROP program will allow constant communication to an Operations Center via the towers. Meanwhile, the personnel at that Operations Center will know the exact location of any Security Forces on a digital map. Both will be able to share critical data seamlessly.

As highlighted by Daring Fireball's John Gruber, Roku doesn't support IPv6 -- a next-gen Internet Protocol standard intended to eventually replace IPv4, the protocol many Internet services (including Roku) still use today. "DingleBog3899" writes on the Roku community forum: I work for a Native American tribe in the PNW. We scrambled to get the reservation reliable internet in the later part of 2019. We managed to cover most of the reservation with wi-max and wifi with a fiber back haul configuration. We are now slowly getting more stable and reliable fiber to the home(FttH) service installed to as many homes as we can, but it is slow process covering the mostly rural landscape doing all the work in house. Our tribal network started out IPv6, but soon learned we had to somehow support IPv4 only traffic. It took almost 11 months in order to get a small amount of IPv4 addresses allocated for this use. In fact there were only enough addresses to cover maybe 1% of population. So we were forced to create a very expensive proxy/translation server in order to support this traffic.

We learned a very expensive lesson. 71% of the IPv4 traffic we were supporting was from Roku devices. 9% coming from DishNetwork & DirectTV satellite tuners, 11% from HomeSecurity cameras and systems, and remaining 9% we replaced extremely outdated Point of Sale (POS) equipment. So we cut Roku some slack three years ago by spending a little over $300k just to support their devices. First off I despise both Apple and that other evil empire (house of mouse) I want nothing to do with either of them. Now with that said I am one of four individuals that suggested and lobbied 15 other tribal nations to offer a new AppleTV device in exchange for active Roku devices. Other nations are facing the same dilemma. Spend an exorbitant amount of money to support a small amount of antiquated devices or replace the problem devices at fraction of the cost. "Now if Roku cannot be proactive at keeping up with connectivity standards they are going to be wiped out by their own complacency," adds DingleBob3899. "Judging by the growing number of offers to replace their devices for free their competitors are already proactively exploiting that complacency. When we approached Apple to see about a discount to purchase a large number of their devices, for the exchange, they eagerly offered to supply their devices for free."

An Nvidia GPU driver update has caused some users to see inflated CPU usage after closing 3D games, which persists until a reboot. Nvidia confirmed the problem with driver update 531.18, and will post a hotfix on March 7. PCWorld reports: The company confirmed the problem with the latest driver update, 531.18, which was published on February 28th. An updated list of open issues (including some that didn't make it into the full release notes) was posted to Nvidia's support forum, and spotted by VideoCardz.com. Issue number 4007208 reads, "Higher CPU usage from NVIDIA Container may be observed after exiting a game." Some users are showing CPU usage of up to 10-15 percent in these conditions -- not enough to seriously hamper most gaming desktops, but more than enough to be an annoyance, especially if you use your PC for other intensive tasks. Like opening three Chrome tabs at once.

At the moment there's no easy fix, so the immediate solution if you're affected is to roll back your driver to version 528.49 from February 8th, available for manual download here.

Microsoft is getting ready to publicly test major new Windows features even earlier. While the software giant has been previewing changes to Windows for nearly a decade, a new Canary channel for Windows Insiders will allow anyone to try out "hot off the presses" builds of Windows that include major changes to the kernel, APIs, and other big parts of Windows. From a report: It feels like this new Canary channel is preparation work for Windows 12, which Intel and Microsoft have both been hinting at recently. "The new Canary Channel is going to be the place to preview platform changes that require longer-lead time before getting released to customers," says Amanda Langowski, Microsoft's head of the Windows Insider program, in a blog post today. "Some examples of this include major changes to the Windows kernel, new APIs, etc." We've seen Microsoft test underlying platform changes to Windows before that eventually shipped in a future version of Windows. Microsoft tested some display changes to Windows 10 preview builds before Windows 11 was announced, and the changes only ended up shipping in what became Windows 11. Likewise, x64 emulation for Windows 10 on Arm was tested early on and only ever shipped in Windows 11.