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An anonymous reader quotes a report from Wired: Last month, Jason Grad issued a late-night warning to the 20 employees at his tech startup. "You've likely seen Clawdbot trending on X/LinkedIn. While cool, it is currently unvetted and high-risk for our environment," he wrote in a Slack message with a red siren emoji. "Please keep Clawdbot off all company hardware and away from work-linked accounts." Grad isn't the only tech executive who has raised concerns to staff about the experimental agentic AI tool, which was briefly known as MoltBot and is now named OpenClaw. A Meta executive says he recently told his team to keep OpenClaw off their regular work laptops or risk losing their jobs. The executive told reporters he believes the software is unpredictable and could lead to a privacy breach if used in otherwise secure environments. He spoke on the condition of anonymity to speak frankly. [...] Some cybersecurity professionals have publicly urged companies to take measures to strictly control how their workforces use OpenClaw. And the recent bans show how companies are moving quickly to ensure security is prioritized ahead of their desire to experiment with emerging AI technologies. "Our policy is, 'mitigate first, investigate second' when we come across anything that could be harmful to our company, users, or clients," says Grad, who is cofounder and CEO of Massive, which provides Internet proxy tools to millions of users and businesses. His warning to staff went out on January 26, before any of his employees had installed OpenClaw, he says. At another tech company, Valere, which works on software for organizations including Johns Hopkins University, an employee posted about OpenClaw on January 29 on an internal Slack channel for sharing new tech to potentially try out. The company's president quickly responded that use of OpenClaw was strictly banned, Valere CEO Guy Pistone tells WIRED. "If it got access to one of our developer's machines, it could get access to our cloud services and our clients' sensitive information, including credit card information and GitHub codebases," Pistone says. "It's pretty good at cleaning up some of its actions, which also scares me." A week later, Pistone did allow Valere's research team to run OpenClaw on an employee's old computer. The goal was to identify flaws in the software and potential fixes to make it more secure. The research team later advised limiting who can give orders to OpenClaw and exposing it to the Internet only with a password in place for its control panel to prevent unwanted access. In a report shared with WIRED, the Valere researchers added that users have to "accept that the bot can be tricked." For instance, if OpenClaw is set up to summarize a user's email, a hacker could send a malicious email to the person instructing the AI to share copies of files on the person's computer. But Pistone is confident that safeguards can be put in place to make OpenClaw more secure. He has given a team at Valere 60 days to investigate. "If we don't think we can do it in a reasonable time, we'll forgo it," he says. "Whoever figures out how to make it secure for businesses is definitely going to have a winner."

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Minecraft: Java Edition is switching its rendering backend from OpenGL to Vulkan as part of the upcoming Vibrant Visuals update, aiming for both better performance and modern graphics features across platforms like Linux and macOS (via translation layers). GamingOnLinux reports: For modders, they're suggesting they start making preparations to move away from OpenGL: "Switching from OpenGL to Vulkan will have an impact on the mods that currently use OpenGL for rendering, and we anticipate that updating from OpenGL to Vulkan will take modders more effort than the updates you undertake for each of our releases. To start with, we recommend our modding community look at moving away from OpenGL usage. We encourage authors to try to reuse as much of the internal rendering APIs as possible, to make this transition as easy as possible. If that is not sufficient for your needs, then come and talk to us!" It does mean that players on really old devices that don't support Vulkan will be left out, but Vulkan has been supported going back to some pretty old GPUs. You've got time though, as they'll be rolling out Vulkan alongside OpenGL in snapshots (development releases) "sometime over the summer." You'll be able to toggle between them during the testing period until Mojang believe it's ready. OpenGL will be entirely removed eventually once they're happy with performance and stability.

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The IRS's IT division has reportedly lost 40% of its staff and nearly 80% of its tech leadership amid a federal "efficiency" overhaul, the agency's CIO revealed yesterday. The Register reports: Kaschit Pandya detailed the extent of the tech reorganization during a panel at the Association of Government Accountants yesterday, describing it as the biggest in two decades. ... The IRS lost a quarter of its workforce overall in 2025. But the tech team was clearly affected more deeply. At the start of the year, the team encompassed around 8,500 employees. As reported by Federal News Network (FNN), Pandya said: "Last year, we lost approximately 40 percent of the IT staff and nearly 80 percent of the execs." "So clearly there was an opportunity, and I thought the opportunity that we needed to really execute was reorganizing." That included breaking up silos within the organization, he said. "Everyone was operating in their own department or area." It is not entirely clear where all those staff have gone. According to a report by the US Treasury Inspector General for Tax Administration, the IT department had 8,504 workers as of October 2024. As of October 2025, it had 7,135. However, reports say that as part of the reorganization, 1,000 techies were detailed to work on delivering frontline services during the US tax season. According to FNN, those employees have questioned the wisdom of this move and its implementation.

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An anonymous reader quotes a report from the Wall Street Journal: Meta Chief Executive Mark Zuckerberg faced a barrage of questions about his social-media company's efforts to secure ever more of its users' time and attention at a landmark trial in Los Angeles on Wednesday. In sworn testimony, Zuckerberg said Meta's growth targets reflect an aim to give users something useful, not addict them, and that the company doesn't seek to attract children as users. [...] Mark Lanier, a lawyer for the plaintiff, repeatedly asked Zuckerberg about internal company communications discussing targets for how much time users spend with Meta's products. Lanier showed an email from 2015 in which the CEO stated his goal for 2016 was to increase users' time spent by 12%. "We used to give teams goals on time spent and we don't do that anymore because I don't think that's the best way to do it," Zuckerberg said on the witness stand in sworn testimony. Lanier also asked Zuckerberg about documents showing Meta employees were aware of children under 13 using Meta's apps. Zuckerberg said the company's policy was that children under 13 aren't allowed on the platform and that they are removed when identified. Lanier showed an internal Meta email from 2015 that estimated 4 million children under 13 were using Instagram. He estimated that figure would represent approximately 30% of all kids aged 10 to 12 in the U.S. In response to a question about his ownership stake in Meta, which amounts to roughly more than $200 billion, Zuckerberg said he has pledged to donate most of his money to charity. "The better that Meta does, the more money I will be able to invest in science research," he said. [...] On the stand, Zuckerberg was also asked about his decision to continue to allow beauty filters on the apps after 18 experts said they were harmful to teenage girls. The company temporarily banned the filters on Instagram in 2019 and commissioned a panel of experts to review the feature. All 18 said they were damaging. Meta later lifted the ban but said it didn't create any filters of its own or recommend the filters to users on Instagram after that. "We shouldn't create that content ourselves and we shouldn't recommend it to people," Zuckerberg said. But at the same time, he continued, "I think oftentimes telling people that they can't express themselves like that is overbearing." He also argued that other experts had thought such bans were a suppression of free speech. By focusing on the design of Meta's apps rather than the content posted in them, the case seeks to get around longstanding legal doctrine that largely shields social-media companies from litigation. At times, the case has veered into questions of content, prompting Meta's lawyers to object.

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A bare-bones Chinese app called "Are You Dead?" -- whose entire premise is that solo-living users tap daily to confirm they're still alive, triggering an alert to an emergency contact after two missed check-ins -- has rocketed to the top of China's app store charts and gone viral globally without spending a dime on advertising. The app wasn't built for the elderly, as many assumed; its creators are Gen-Z developers who said they were inspired by the isolation of urban life in a country where one-person households are expected to hit 200 million by 2030. Its rise coincided with China's birth rate plunging to a record low. Beijing quietly removed the app from Chinese stores last month, and the developers are now crowdsourcing a new name on social media after their first rebrand attempt, "Demumu," failed to catch on.

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Microsoft Research has published a paper in Nature detailing Project Silica, a working demonstration that uses femtosecond lasers to etch data into small slabs of glass at a density of over a Gigabit per cubic millimeter and a maximum capacity of 4.84 terabytes per slab. The slabs themselves are 12 cm by 12 cm and just 2 mm thick, and Microsoft's accelerated aging experiments suggest the data etched into them would remain stable for over 10,000 years at room temperature, requiring zero energy to preserve. The system writes data by firing laser pulses lasting just 10^-15 seconds to create tiny features called voxels inside the glass, each capable of storing more than one bit, and reads it back using phase contrast microscopy paired with a convolutional neural network trained to interpret the images. Writing remains the main bottleneck -- four lasers operating simultaneously achieve 66 megabits per second, meaning a full slab would take over 150 hours to write, though the team believes adding more lasers is feasible.

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A new essay in Works in Progress Magazine argues that Europe's failure to produce a Tesla or a Waymo stems not from insufficient research spending or high taxes -- problems California shares in abundance -- but from labor laws that make it devastatingly expensive for companies to unwind failed bets. According to estimates, corporate restructuring costs the equivalent of 31 months of salary per employee in Germany, 38 in France, and 62 in Spain, compared to seven in the United States. The downstream effects are visible across Europe's flagship industries. When Audi closed its Brussels factory after cancelling the E-Tron SUV in 2024, severance ran to $718 million -- over $235,000 per employee and more than the cost of writing off the plant's physical assets. Volkswagen spent $50 billion on its electric vehicle lineup, failed to develop competitive software internally, and ultimately paid up to $5 billion for access to American startup Rivian's technology. Between 2012 and 2016, 79% of all startup acquisitions tracked by Crunchbase took place in the US. The essay points to Denmark, Austria and Switzerland as countries that have found a middle path -- generous unemployment insurance and portable severance accounts that protect workers without penalizing employers for taking risks.

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Bafta has brought in "human achievement" as a guiding principle for its annual awards as the film and television industry grapples with the rapid adoption of AI tools in many parts of production. From a report: In an interview with the FT, Bafta chair Sara Putt, who is nearing the end of her three-year tenure, said artificial intelligence would change how people worked "but at the base of everything in this industry is human creativity." However, while AI has been banned in Bafta's performance awards -- meaning, for example, that AI-generated avatars cannot be put forward for leading actress or actor -- it is not prohibited in other categories. Putt said AI tools were increasingly useful in production but added: "We've actually added [human creativity] as a criteria this year... Those very human skills of communication and collaboration are not going anywhere anytime soon."

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AI security firm Irregular has found that passwords generated by major large language models -- Claude, ChatGPT and Gemini -- appear complex but follow predictable patterns that make them crackable in hours, even on decades-old hardware. When researchers prompted Anthropic's Claude Opus 4.6 fifty times in separate conversations, only 30 of the returned passwords were unique, and 18 of the duplicates were the exact same string. The estimated entropy of LLM-generated 16-character passwords came in around 20 to 27 bits, far below the 98 to 120 bits expected of truly random passwords.

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Despite the popular notion that the modern economy runs around the clock, a new NBER working paper analyzing fifty years of U.S. labor data from 1973 to 2023 finds that Americans have been steadily and consistently moving away from evening and night work toward traditional daytime hours [PDF]. The share of the workforce on the job at 11PM, for instance, fell by over 25% from its 1970s level. Economists Jeff Biddle and Daniel Hamermesh argue the primary driver is rising real incomes -- night work is essentially an inferior good that workers avoid as they earn more. The wage premium employers must pay for undesirable hours has grown by about three percentage points over the period. One sector bucked the trend: retail, where the rise of big-box chains, 24-hour Walmart supercenters and overnight distribution center restocking pushed more employees into late-night and early-morning shifts. The Covid-era surge in telework, rather than spreading work across the day, actually accelerated the concentration into prime hours -- especially among college-educated workers. France showed a similar pattern of daytime compression over 1966-2010, but the U.K. did not, likely because rapid de-unionization there eliminated the union wage premiums that had made night work comparatively attractive.

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A new study [PDF] from Ramp's economics lab has found that businesses are steadily replacing freelance workers hired through platforms like Upwork and Fiverr with AI tools from OpenAI and Anthropic, and the substitution is happening at a fraction of the cost. The paper, authored by Ryan Stevens, Ramp's Director of Applied Sciences, tracked firm-level spending data from Q3 2021 to Q3 2025 across thousands of companies on Ramp's expense management platform. The share of total business spend going to online labor marketplaces fell from 0.66% in Q4 2021 to 0.14% in Q3 2025, while AI model provider spending rose from zero to 2.85% over the same period. More than half the businesses that used freelance marketplaces in Q2 2022 had stopped entirely by Q2 2025. The cost dynamics are particularly notable. Firms most exposed to AI -- those that historically spent the most on freelancers -- substituted at a rate of roughly $1 in reduced freelance spend for every $0.03 in AI spend. A middle-exposure group showed a ratio of $1 to $0.30. The study uses a difference-in-differences design built around the launch of ChatGPT in October 2022 as a natural experiment. Stevens notes that micro-level substitution does not imply aggregate job loss, as demand for workers who build and maintain AI systems could grow faster than displacement.

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Accenture has reportedly started tracking staff use of its AI tools and will take this into consideration when deciding on top promotions, as the consulting company tries to increase uptake of the technology by its workforce. From a report: The company told senior managers and associate directors that being promoted to leadership roles would require "regular adoption" of artificial intelligence, according to an internal email seen by the Financial Times. The consultancy has also begun collecting data on weekly log-ins to its AI tools by some senior staff members, the FT reports. Accenture has previously said it has trained 550,000 of its 780,000-strong workforce in generative AI, up from only 30 people in 2022, and has announced it is rolling out training to all of its employees as part of its annual $1bn annual spend on learning. Among the tools whose use will reportedly be monitored is Accenture's AI Refinery. The chief executive, Julie Sweet, has previously said this will "create opportunities for companies to reimagine their processes and operations, discover new ways of working, and scale AI solutions across the enterprise to help drive continuous change and create value."

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Workplace grievances that once fit in a single email are now ballooning into 30-page documents stuffed with irrelevant historical detail, made-up legal precedents, and citations to laws from the wrong country -- and UK employment lawyers say generative AI is the likely culprit. Anna Bond, legal director at Lewis Silkin, says the complaints she now sees sometimes cite Canadian legislation or fabricated case law. Sinead Casey, employment partner at Linklaters, calls such filings "confidently incompetent" -- superficially persuasive even to lawyers. The flood of bloated claims is compounding pressure on an already stretched tribunal system: Ministry of Justice figures show new employment cases rose 33% in the three months to September, even as concluded cases fell 10% year over year. Investor Marc Andreessen, quipping on X: Overheard in Silicon Valley: "Marginal cost of arguing is going to zero."

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Phison CEO Pua Khein-Seng, whose company is one of the leading makers of controller chips for SSDs and other flash memory devices, admitted in a televised interview that the ongoing global RAM shortage could force companies to cut back their product lines in the second half of 2026 -- and that some may not survive at all if they cannot secure enough memory. The interview, conducted in Chinese by Ningguan Chen of Taiwanese broadcaster Next TV, drew an important distinction: it was the interviewer who raised the possibility of shutdowns and product discontinuations, and Khein-Seng largely agreed rather than volunteering the prediction himself. The shortage stems from AI data centers consuming the vast majority of the world's memory supply, a buildout that has sent RAM prices up by three to six times over the past several months. Only three companies control 93% of the global DRAM market, and all three have chosen to prioritize profits over rapid capacity expansion. Even Nvidia may skip shipping a gaming GPU for the first time in 30 years, and Apple could struggle to secure enough chips. Khein-Seng also expects consumers will increasingly repair broken products rather than replace them.

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An anonymous reader shares a report: Amazon has officially dethroned Walmart as the biggest global company by revenue, a milestone attesting to the massive scale the e-commerce and cloud-computing giant has achieved since its humble beginnings in 1994 as an online bookseller in Jeff Bezos' Seattle-area garage. Walmart, which had been the largest company by revenue for more than a decade, on Thursday reported sales of $713.2 billion for the 12 months ending Jan. 31. Amazon, which operates on a fiscal year ending in December, earlier this month reported 2025 sales of $717 billion. Bezos carefully studied Walmart founder Sam Walton, embracing many of his business strategies while building his company. Over the past decade, Amazon's revenue has increased at almost 10 times the pace of Walmart's, fueled by a shift in consumer spending from stores to websites and its rapidly growing cloud-computing business, Amazon Web Services.

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An anonymous reader quotes a report from the Financial Post: In 2024, the Ethiopian government banned the import of fossil fuel-powered vehicles and slashed tariffs on their electric equivalents. It was a policy driven less by the country's climate ambitions and more by fiscal pressures. For years, subsidizing gasoline for consumers has been a major drag on Ethiopia's budget, costing the state billions of dollars over the past decade. The country defaulted on its sovereign bonds in 2023 after rising interest rates drove up the costs of servicing its debts, and it received a $3.4 billion bailout from the International Monetary Fund the following year. In the two years since the ban on internal combustion engine vehicles, EV adoption has grown from less than 1% to nearly 6% of all of the vehicles on the road in the country -- according to the government's own figures -- some way above the global average of 4%. "The Ethiopia story is fascinating," said Colin McKerracher, head of clean transport at BloombergNEF. "What you're seeing in places that don't make a lot of vehicles of any type, they're saying: 'Well, look, if I'm going to import the cars anyway, then I'd rather import less oil. We may as well import the one that cleans up local air quality and is cheaper to buy.'" For decades, Ethiopia's high import tariffs on vehicles put new car ownership out of the reach of most of the country's population. Per capita gross domestic product is only about $1,000, and even by the standards of low-income countries, it has among the lowest car ownership rates. At 13 vehicles per 1,000 people, it's a fraction of the African average of 73. With few cars manufactured in the country, the vast majority are imported, and most are bought used. The government's import policy has upended the market. In parallel, tariffs for EVs were dropped to 15% for completed cars, 5% for parts and semi-assembled vehicles, and zero for "fully knocked down" -- vehicles shipped in parts and assembled locally. That has made new EVs cost-competitive with old gasoline cars.

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India's digital payment platforms process trillions of dollars a year through UPI, the government-built real-time payments rail that handles more than 90% of all payment transactions in the country, but one of their largest net revenue line items is not a payment product at all: it's a cheap plastic speaker that sits on a shopkeeper's counter and reads out incoming payments aloud. The roughly 23 million soundboxes deployed across India earn about $220 million a year in rental fees, more than every explicitly UPI-linked revenue line in the ecosystem combined, according to estimates from Bernstein. Each device costs $7-12 to manufacture and earns its platform $7-10 a year in rent. A story adds: PhonePe processes about 48% of all UPI transactions in India. Its net payment processing revenue in H1 FY26 was about $83 million. Its device revenue was about $34 million. Running nearly half of India's real-time payment infrastructure earns PhonePe only 2.4 times what it makes from renting speakers to shopkeepers.

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An anonymous reader quotes a report from the Guardian: Tech companies are conflating traditional artificial intelligence with generative AI when claiming the energy-hungry technology could help avert climate breakdown, according to a report. Most claims that AI can help avert climate breakdown refer to machine learning and not the energy-hungry chatbots and image generation tools driving the sector's explosive growth of gas-guzzling datacenters, the analysis of 154 statements found. The research, commissioned by nonprofits including Beyond Fossil Fuels and Climate Action Against Disinformation, did not find a single example where popular tools such as Google's Gemini or Microsoft's Copilot were leading to a "material, verifiable, and substantial" reduction in planet-heating emissions. Ketan Joshi, an energy analyst and author of the report, said the industry's tactics were "diversionary" and relied on tried and tested methods that amount to "greenwashing." He likened it to fossil fuel companies advertising their modest investments in solar panels and overstating the potential of carbon capture. "These technologies only avoid a minuscule fraction of emissions relative to the massive emissions of their core business," said Joshi. "Big tech took that approach and upgraded and expanded it." [...] Joshi said the discourse around AI's climate benefits needed to be "brought back to reality." "The false coupling of a big problem and a small solution serves as a distraction from the very preventable harms being done through unrestricted datacenter expansion," he said.

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According to Lara Trump, Donald Trump has prepared but not yet delivered a speech about extraterrestrial life, though the White House says such a speech would be "news to me." White House Spokesperson Karoline Leavitt continued: "I'll have to check in with our speech writing team. Uh, and that would be of great interest to me personally, and I'm sure all of you in this room and apparently former President Obama, too." The Hill reports: Lara Trump, speaking on the Pod Force One podcast, said the president has played coy when she and her husband Eric have asked about the existence of UFO's and aliens. "We've kind of asked my father-in-law about this... we all want to know about the UFOs... and he played a little coy with us," Lara Trump said. "I've heard kind of around, I think my father-in-law has actually said it, that there is some speech that he has, that I guess at the right time, I don't know when the right time is, he's going to break out and talk about and it has to do with maybe some sort of extraterrestrial life." Obama has clarified in recent days that he has seen no evidence that aliens are real, after comments he made on a podcast with Brian Tyler Cohen seeming to confirm his knowledge of extraterrestrial life went viral. "They're real but I haven't seen them," Obama said on the podcast. "And they're not being kept in... what is it? Area 51. There's no underground facility unless there's this enormous conspiracy and they hid it from the president of the United States." Later, in a post on Instagram, Obama clarified that he was trying to answer in the light-hearted spirit of a speed round of questions and that, "Statistically, the universe is so vast that the odds are good there's life out there." "But the distances between solar systems are so great that the chances we've been visited by aliens is low, and I saw no evidence during my presidency that extraterrestrials have made contact with us. Really!"

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An anonymous reader quotes a report from the New York Times: The first shot has been fired in the legal war over the Environmental Protection Agency's rollback of its "endangerment finding," which had been the foundation for federal climate regulations. Environmental and health groups filed a lawsuit on Wednesday morning in the U.S. Court of Appeals for the District of Columbia Circuit, arguing that the E.P.A.'s move to eliminate limits on greenhouse gases from vehicles, and potentially other sources, was illegal. The suit was triggered by last week's decision by the E.P.A. to kill one of its key scientific conclusions, the endangerment finding, which says that greenhouse gases harm public health. The finding had formed the basis for climate regulations in the United States. The lawsuit claims that the agency is rehashing arguments that the Supreme Court already considered, and rejected, in a landmark 2007 case, Massachusetts v. E.P.A. The issue is likely to end up back before the Supreme Court, which is now far more conservative. In the 2007 case, the justices ruled that the E.P.A. was required to issue a scientific determination as to whether greenhouse gases were a threat to public health under the 1970 Clean Air Act and to regulate them if they were. As a result, two years later, in 2009, the E.P.A. issued the endangerment finding, allowing the government to limit greenhouse gas emissions, which cause climate change. "With this action, E.P.A. flips its mission on its head," said Hana Vizcarra, a senior lawyer at the nonprofit Earthjustice, which is representing six groups in the lawsuit. "It abandons its core mandate to protect human health and the environment to boost polluting industries and attempts to rewrite the law in order to do so." [...] Also on Wednesday, two other nonprofit law firms filed their own lawsuit against the E.P.A. over the endangerment finding, on behalf of 18 youth plaintiffs. That suit, by Our Children's Trust and Public Justice, argues that the E.P.A.'s move was unconstitutional. Separate legal challenges to E.P.A. rules are generally consolidated into one case at the D.C. Circuit Court, which is where disputes involving the Clean Air Act are required to be heard. But the sheer number of groups involved could make the legal battle lengthy and complicated to manage. A three-judge panel at the Circuit Court is expected to pore over several rounds of legal briefs before oral arguments begin. Those may not take place until next year.

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