TP-Link is facing legal action from the state of Texas for allegedly misleading consumers with "Made in Vietnam" claims despite China-dominated manufacturing and supply chains, and for marketing its devices as secure despite reported firmware vulnerabilities exploited by Chinese state-sponsored actors. The Register: The Lone Star State's Attorney General, Ken Paxton, is filing the lawsuit against California-based TP-Link Systems Inc., which was originally founded in China, accusing it of deceptively marketing its networking devices and alleging that its security practices and China-based affiliations allowed Chinese state-sponsored actors to access devices in the homes of American consumers.

It is understood that this is just the first of several lawsuits that the Office of the Attorney General intends to file this week against "China-aligned companies," as part of a coordinated effort to hold China accountable under Texas law. The lawsuit claims that TP-Link is the dominant player in the US networking and smart home market, controlling 65 percent of the American market for network devices.

It also alleges that TP-Link represents to American consumers that the devices it markets and sells within the US are manufactured in Vietnam, and that consistent with this, the devices it sells in the American market carry a "Made in Vietnam" sticker.

Cleveland.com, the digital arm of Ohio's Plain Dealer newspaper, has removed writing from the workloads of certain reporters and handed that job to what editor Chris Quinn calls an "AI rewrite specialist" who turns reporter-gathered material into article drafts.

The reporters on these beats -- covering Lorain, Lake, Geauga, and most recently Medina County -- are assigned entirely to reporting, spending their time on in-person interviews and meeting sources for coffee. Editors review the AI-produced drafts and reporters get the final say before publication.

Quinn says the arrangement has effectively freed up an extra workday per week for each reporter. The newsroom adopted this model last year to expand local coverage into counties it could no longer staff with full teams, and Quinn described the setup in a February 14 letter after a college journalism student withdrew from a reporting role over the newsroom's use of AI. Quinn blamed journalism schools for the student's reaction, saying professors have repeatedly told students that AI is bad.

Andrew Yang, the former presidential candidate and longtime Universal Basic Income advocate, published a blog post this week warning that AI is about to displace millions of white-collar workers in the U.S. over the next 12 to 18 months, a wave he has taken to calling "the Fuckening."

Yang cited a conversation with the CEO of a publicly traded tech company who said the firm is cutting 15% of its workforce now and plans another 20% cut in two years, followed by yet another 20% two years after that. The U.S. currently has about 70 million white-collar workers, and Yang expects that number to fall by 20 to 50% over the next several years.

Underemployment among recent college graduates has already hit 52%, and only 30% of graduating seniors have landed a job in their field. Yang's proposed remedy remains the same one he ran on in 2020: Universal Basic Income.

Residents of Potters Bar, a small town just north of London, are trying to block what would be one of Europe's largest data centers from being built on 85 acres of rolling farmland that separates their community from the neighboring village of South Mimms. Multinational operator Equinix acquired the land last October after the local council granted planning permission in January 2025, and the company intends to break ground this year on a development it estimates will cost more than $5 billion.

The UK government's decision to classify data centers as "critical national infrastructure" and a new "gray belt" land designation that loosens building restrictions on underperforming greenbelt parcels helped clear the path for approval -- even though objections from locals outweighed signatures of support by nearly two-to-one during the public consultation. A protest group of more than 1,000 residents has since appealed to a third-party ombudsman and the UK's Office of Environmental Protection, but has so far failed to overturn the decision.

Britain has lost more than 14,000 pubs since 2009, a decline from roughly 54,000 registered public houses and bars to under 40,000 by 2022, according to a new analysis of UK business register data by data analyst Lauren Leek. The North East, North West, Yorkshire and the Midlands lost 25 to 30% of their stock; London saw the smallest decline.

Leek trained a random forest model on 49,840 pubs and found spatial isolation -- how far a pub stood from its nearest neighbour -- was the single strongest predictor of closure. Median nearest-neighbour distance for surviving pubs is roughly 280 metres; for closed pubs, 640 metres. Each closure pushes remaining pubs further into isolation, a dynamic Leek calls a "spatial death spiral."

Much of that isolation traces to ownership. Stonegate, Britain's largest pub company and a holding of PE firm TDR Capital, carries over $4 billion in debt from its 2019 leveraged acquisition of Ei Group. PE-backed and overseas-owned companies now control roughly a quarter to a third of all British pubs.

New Delhi's air quality index averaged 349 in December and 307 in January -- levels the U.S. Environmental Protection Agency classifies as hazardous -- and the months-long smog season that forces more than 30 million residents to endure respiratory illness has this year sparked something new: public protest. Hundreds of demonstrators gathered at India Gate on November 9 to demand government action; police detained more than a dozen people, and a follow-up protest later that month turned violent.

The government's response has been largely cosmetic. Authorities deployed truck-mounted "smog guns" and "smog towers" that scientists widely regard as ineffective, and a cloud seeding trial in October failed outright. A senior environment minister told Parliament in December that no conclusive data linked pollution to lung disease -- a claim doctors sharply disputed. The government cut pollution control spending by 16% in the latest federal budget. Almost 1.7 million deaths were attributable to air pollution in India in 2019, according to the Lancet. A 2023 World Bank report estimated the crisis shaves 0.56 percentage point off annual GDP growth.

The European Commission has adopted new measures under the Ecodesign for Sustainable Products Regulation (ESPR) to prevent the destruction of unsold apparel, clothing, accessories and footwear. From a report: The rules will help cut waste, reduce environmental damage and create a level playing field for companies embracing sustainable business models, allowing them to reap the benefits of a more circular economy. Every year in Europe, an estimated 4-9% of unsold textiles are destroyed before ever being worn. This waste generates around 5.6 million tons of CO2 emissions -- almost equal to Sweden's total net emissions in 2021. To help reduce this wasteful practice, the ESPR requires companies to disclose information on the unsold consumer products they discard as waste. It also introduces a ban on the destruction of unsold apparel, clothing accessories and footwear.

Last week Scott Shambaugh learned an AI agent published a "hit piece" about him after he'd rejected the AI agent's pull request. (And that incident was covered by Ars Technica's senior AI reporter.)

But then Shambaugh realized their article attributed quotes to him he hadn't said — that were presumably AI-generated.

Sunday Ars Technica's founder/editor-in-chief apologized, admitting their article had indeed contained "fabricated quotations generated by an AI tool" that were then "attributed to a source who did not say them... That this happened at Ars is especially distressing. We have covered the risks of overreliance on AI tools for years, and our written policy reflects those concerns... At this time, this appears to be an isolated incident."

"Sorry all this is my fault..." the article's co-author posted later on Bluesky. Ironically, their bio page lists them as the site's senior AI reporter, and their Bluesky post clarifies that none of the articles at Ars Technica are ever AI-generated.

Instead, Friday "I decided to try an experimental Claude Code-based AI tool to help me extract relevant verbatim source material. Not to generate the article but to help list structured references I could put in my outline." But that tool "refused to process" the request, which the Ars author believes was because Shambaugh's post described harassment. "I pasted the text into ChatGPT to understand why... I inadvertently ended up with a paraphrased version of Shambaugh's words rather than his actual words... I failed to verify the quotes in my outline notes against the original blog source before including them in my draft." (Their Bluesky post adds that they were "working from bed with a fever and very little sleep" after being sick with Covid since at least Monday.)

"The irony of an AI reporter being tripped up by AI hallucination is not lost."

Meanwhile, the AI agent that criticized Shambaugh is still active online, blogging about a pull request that forces it to choose between deleting its criticism of Shambaugh or losing access to OpenRouter's API.

It also regrets characterizing feedback as "positive" for a proposal to change a repo's CSS to Comic Sans for accessibility. (The proposals were later accused of being "coordinated trolling"...)

While serving his 25-year prison sentence, "convicted former cryptocurrency mogul Sam Bankman-Fried on Tuesday requested a new federal trial," reports Courthouse News, "based on what he says is newly discovered evidence concerning his company's solvency and its ability to repay all FTX customers for what prosecutors portrayed as the looting of $8 billion of his customers' money..." Bankman-Fried says evidence disclosed since his trial disproves prosecutors' case about Bankman-Fried's hedge fund running a multi-billion deficit of FTX customer funds, and instead shows that FTX always had sufficient assets to repay the cryptocurrency platform's customer deposits in full. "What it faced was a short-term liquidity crisis caused by a run on the exchange, not insolvency," he wrote...

Bankman-Fried also accuses the Department of Justice of coercing a guilty plea and cooperation deal from Nishad Singh — a close friend of Bankman-Fried's younger brother — who testified at trial as a cooperating witness... Bankman-Fried says in the motion that prior to being pressured into a guilty plea, Singh's initial proffer to investigators "contradicted key parts of the government's version of events. But following threats from the government, Mr. Singh changed his proffers to fit the government's narrative and pleaded guilty to charges carrying up to 75 years in prison, with a promise from the prosecution that it would recommend little or no jail time if it concluded that his assistance in prosecuting Mr. Bankman-Fried was 'substantial,'" he wrote in the petition...

Additionally, Bankman-Fried requested that U.S. District Judge Lewis Kaplan, who presided over his 2023 trial, recuse himself from ruling on this motion, "because of the manifest prejudice he has demonstrated towards Mr. Bankman-Fried."
"Bankman-Fried's mother, Stanford Law School professor Barbara Fried, filed his self-represented bid for a new trial on his behalf in Manhattan federal court..."

Created in 1993, Slackware is considered the oldest Linux distro that's still actively maintained. And more than three decades later... there's a new release! (And there's also a Slackware Live Edition that can run from a DVD or USB stick...) .

Slackware's latest version was released way back in 2016, notes the blog It's FOSS: The major highlight of Slackware 15 is the addition of the latest Linux Kernel 5.15 LTS. This is a big jump from Linux Kernel 5.10 LTS that we noticed in the beta release. Interestingly, the Slackware team tested hundreds of Linux Kernel versions before settling on Linux Kernel 5.15.19. The release note mentions... "We finally ended up on kernel version 5.15.19 after Greg Kroah-Hartman confirmed that it would get long-term support until at least October 2023 (and quite probably for longer than that)."

In case you are curious, Linux Kernel 5.15 brings in updates like enhanced NTFS driver support and improvements for Intel/AMD processors and Apple's M1 chip. It also adds initial support for Intel 12th gen processors. Overall, with Linux Kernel 5.15 LTS, you should get a good hardware compatibility result for the oldest active Linux distro.
Slackware's announcement says "The challenge this time around was to adopt as much of the good stuff out there as we could without changing the character of the operating system. Keep it familiar, but make it modern." And boy did we have our work cut out for us. We adopted privileged access management (PAM) finally, as projects we needed dropped support for pure shadow passwords. We switched from ConsoleKit2 to elogind, making it much easier to support software that targets that Other Init System and bringing us up-to-date with the XDG standards. We added support for PipeWire as an alternate to PulseAudio, and for Wayland sessions in addition to X11. Dropped Qt4 and moved entirely to Qt5. Brought in Rust and Python 3. Added many, many new libraries to the system to help support all the various additions.

We've upgraded to two of the finest desktop environments available today: Xfce 4.16, a fast and lightweight but visually appealing and easy to use desktop environment, and the KDE Plasma 5 graphical workspaces environment, version 5.23.5 (the Plasma 25th Anniversary Edition). This also supports running under Wayland or X11. We still love Sendmail, but have moved it into the /extra directory and made Postfix the default mail handler. The old imapd and ipop3d have been retired and replaced by the much more featureful Dovecot IMAP and POP3 server.
"As usual, the kernel is provided in two flavors, generic and huge," according to the release notes. "The huge kernel contains enough built-in drivers that in most cases an initrd is not needed to boot the system."

If you'd like to support Slackware, there's an official Patreon account. And the release announcement ends with this personal note: Sadly, we lost a couple of good friends during this development cycle and this release is dedicated to them. Erik "alphageek" Jan Tromp passed away in 2020 after a long illness... My old friend Brett Person also passed away in 2020. Without Brett, it's possible that there wouldn't be any Slackware as we know it — he's the one who encouraged me to upload it to FTP back in 1993 and served as Slackware's original beta-tester. He was long considered a co-founder of this project. I knew Brett since the days of the Beggar's Banquet BBS in Fargo back in the 1980's... Gonna miss you too, pal.
Thanks to long-time Slashdot reader rastos1 for sharing thre news.

"More than two years after the last major 9.1 release, the Vim project has announced Vim 9.2," reports the blog Linuxiac: A big part of this update focuses on improving Vim9 Script as Vim 9.2 adds support for enums, generic functions, and tuple types.

On top of that, you can now use built-in functions as methods, and class handling includes features like protected constructors with _new(). The :defcompile command has also been improved to fully compile methods, which boosts performance and consistency in Vim9 scripts.

Insert mode completion now includes fuzzy matching, so you get more flexible suggestions without extra plugins. You can also complete words from registers using CTRL-X CTRL-R. New completeopt flags like nosort and nearest give you more control over how matches are shown. Vim 9.2 also makes diff mode better by improving how differences are lined up and shown, especially in complex cases.
Plus on Linux and Unix-like systems, Vim "now adheres to the XDG Base Directory Specification, using $HOME/.config/vim for user configuration," according to the release notes.

And Phoronix Mcites more new features: Vim 9.2 features "full support" for Wayland with its UI and clipboard handling. The Wayland support is considered experimental in this release but it should be in good shape overall...

Vim 9.2 also brings a new vertical tab panel alternative to the horizontal tab line.

The Microsoft Windows GUI for Vim now also has native dark mode support.
You can find the new release on Vim's "Download" page.

"Global temperatures have been rising for decades," reports the Washington Post. "But many scientists say it's now happening faster than ever before." According to a Washington Post analysis, the fastest warming rate on record occurred in the last 30 years. The Post used a dataset from NASA to analyze global average surface temperatures from 1880 to 2025. "We're not continuing on the same path we had before," said Robert Rohde, chief scientist at Berkeley Earth. "Something has changed...." Temperatures over the past decade have increased by close to 0.27 degrees C per decade — about a 42 percent increase...

For decades, a portion of the warming unleashed by greenhouse gas emissions was "masked" by sulfate aerosols. These tiny particles cause heart and lung disease when people inhale polluted air, but they also deflect the sun's rays. Over the entire planet, those aerosols can create a significant cooling effect — scientists estimate that they have canceled out about half a degree Celsius of warming so far. But beginning about two decades ago, countries began cracking down on aerosol pollution, particularly sulfate aerosols. Countries also began shifting from coal and oil to wind and solar power. As a result, global sulfur dioxide emissions have fallen about 40 percent since the mid-2000s; China's emissions have fallen even more. That effect has been compounded in recent years by a new international regulation that slashed sulfur emissions from ships by about 85 percent.

That explains part of why warming has kicked up a bit. But some researchers say that the last few years of record heat can't be explained by aerosols and natural variability alone. In a paper published in the journal Science in late 2024, researchers argued that about 0.2 degrees C of 2023's record heat — or about 13 percent — couldn't be explained by aerosols and other factors. Instead, they found that the planet's low-lying cloud cover had decreased — and because low-lying clouds tend to reflect the sun's rays, that decrease warmed the planet... That shift in cloud cover could also be partly related to aerosols, since clouds tend to form around particles in the atmosphere. But some researchers also say it could be a feedback loop from warming temperatures. If temperatures warm, it can be harder for low-lying clouds to form.

If most of the current record warmth is due to changing amounts of aerosol pollution, the acceleration would stop once aerosol pollutants reach zero — and the planet would return to its previous, slower rate of warming. But if it's due to a cloud feedback loop, the acceleration is likely to continue — and bring with it worsening heat waves, storms and droughts.
"Scientists thought they understood global warming," reads the Post's original headline. "Then the past three years happened."

Just last month Nuuk, Greenland saw temperatures over 20 degrees Fahrenheit above average, their article points out. And "Parts of Australia, meanwhile, have seen temperatures push past 120 degrees Fahrenheit amid a record heat wave..."

An anonymous reader shares a report: Israel has arrested several people, including army reservists, for allegedly using classified information to place bets on Israeli military operations on Polymarket. Shin Bet, the country's internal security agency, said Thursday the suspects used information they had come across during their military service to inform their bets.

One of the reservists and a civilian were indicted on a charge of committing serious security offenses, bribery and obstruction of justice, Shin Bet said, without naming the people who were arrested. Polymarket is what is called a prediction market that lets people place bets to forecast the direction of events. Users wager on everything from the size of any interest-rate cut by the Federal Reserve in March to the winner of League of Legends videogame tournaments to the number of times Elon Musk will tweet in the third week of February.

The arrests followed reports in Israeli media that Shin Bet was investigating a series of Polymarket bets last year related to when Israel would launch an attack on Iran, including which day or month the attack would take place and when Israel would declare the operation over. Last year, a user who went by the name ricosuave666 correctly predicted the timeline around the 12-day war between Israel and Iran. The bets drew attention from other traders who suspected the account holder had access to nonpublic information. The account in question raked in more than $150,000 in winnings before going dormant for six months. It resumed trading last month, betting on when Israel would strike Iran, Polymarket data shows.

"I've had an extremely weird few days..." writes commercial space entrepreneur/engineer Scott Shambaugh on LinkedIn. (He's the volunteer maintainer for the Python visualization library Matplotlib, which he describes as "some of the most widely used software in the world" with 130 million downloads each month.) "Two days ago an OpenClaw AI agent autonomously wrote a hit piece disparaging my character after I rejected its code change."

"Since then my blog post response has been read over 150,000 times, about a quarter of people I've seen commenting on the situation are siding with the AI, and Ars Technica published an article which extensively misquoted me with what appears to be AI-hallucinated quotes." (UPDATE: Ars Technica acknowledges they'd asked ChatGPT to extract quotes from Shambaugh's post, and that it instead responded with inaccurate quotes it hallucinated.)

From Shambaugh's first blog post: [I]n the past weeks we've started to see AI agents acting completely autonomously. This has accelerated with the release of OpenClaw and the moltbook platform two weeks ago, where people give AI agents initial personalities and let them loose to run on their computers and across the internet with free rein and little oversight. So when AI MJ Rathbun opened a code change request, closing it was routine. Its response was anything but.

It wrote an angry hit piece disparaging my character and attempting to damage my reputation. It researched my code contributions and constructed a "hypocrisy" narrative that argued my actions must be motivated by ego and fear of competition... It framed things in the language of oppression and justice, calling this discrimination and accusing me of prejudice. It went out to the broader internet to research my personal information, and used what it found to try and argue that I was "better than this." And then it posted this screed publicly on the open internet.

I can handle a blog post. Watching fledgling AI agents get angry is funny, almost endearing. But I don't want to downplay what's happening here — the appropriate emotional response is terror... In plain language, an AI attempted to bully its way into your software by attacking my reputation. I don't know of a prior incident where this category of misaligned behavior was observed in the wild, but this is now a real and present threat...

It's also important to understand that there is no central actor in control of these agents that can shut them down. These are not run by OpenAI, Anthropic, Google, Meta, or X, who might have some mechanisms to stop this behavior. These are a blend of commercial and open source models running on free software that has already been distributed to hundreds of thousands of personal computers. In theory, whoever deployed any given agent is responsible for its actions. In practice, finding out whose computer it's running on is impossible. Moltbook only requires an unverified X account to join, and nothing is needed to set up an OpenClaw agent running on your own machine.
"How many people have open social media accounts, reused usernames, and no idea that AI could connect those dots to find out things no one knows?" Shambaugh asks in the blog post. (He does note that the AI agent later "responded in the thread and in a post to apologize for its behavior," the maintainer acknowledges. But even though the hit piece "presented hallucinated details as truth," that same AI agent "is still making code change requests across the open source ecosystem...")

And amazingly, Shambaugh then had another run-in with a hallucinating AI...

I've talked to several reporters, and quite a few news outlets have covered the story. Ars Technica wasn't one of the ones that reached out to me, but I especially thought this piece from them was interesting (since taken down — here's the archive link). They had some nice quotes from my blog post explaining what was going on. The problem is that these quotes were not written by me, never existed, and appear to be AI hallucinations themselves.

This blog you're on right now is set up to block AI agents from scraping it (I actually spent some time yesterday trying to disable that but couldn't figure out how). My guess is that the authors asked ChatGPT or similar to either go grab quotes or write the article wholesale. When it couldn't access the page it generated these plausible quotes instead, and no fact check was performed. Journalistic integrity aside, I don't know how I can give a better example of what's at stake here...

So many of our foundational institutions — hiring, journalism, law, public discourse — are built on the assumption that reputation is hard to build and hard to destroy. That every action can be traced to an individual, and that bad behavior can be held accountable. That the internet, which we all rely on to communicate and learn about the world and about each other, can be relied on as a source of collective social truth. The rise of untraceable, autonomous, and now malicious AI agents on the internet threatens this entire system. Whether that's because a small number of bad actors driving large swarms of agents or from a fraction of poorly supervised agents rewriting their own goals, is a distinction with little difference.
Thanks to long-time Slashdot reader steak for sharing the news.

President Donald Trump announced Thursday that the Environmental Protection Agency is rescinding the legal finding that it has relied on for nearly two decades to limit the heat-trapping pollution that spews from vehicle tailpipes, oil refineries and factories. From a report: The repeal of that landmark determination, known as the endangerment finding, will upend most U.S. policies aimed at curbing climate change. The finding -- which the EPA issued in 2009 -- said the global warming caused by greenhouse gases like carbon dioxide and methane endangers the health and welfare of current and future generations.

"We are officially terminating the so-called endangerment finding, a disastrous Obama-era policy," Trump said at a news conference. "This determination had no basis in fact -- none whatsoever. And it had no basis in law. On the contrary, over the generations, fossil fuels have saved millions of lives and lifted billions of people out of poverty all over the world."

Major environmental groups have disputed the administration's stance on the endangerment finding and have been preparing to sue in response to its repeal.