Alterslash picks up to the best 5 comments from each of the day’s Slashdot stories, and presents them on a single page for easy reading.
Anthropic Raises $30 Billion at $380 Billion Valuation, Eyes IPO This Year
Anthropic has raised $30 billion in a Series G funding round that values the Claude maker at $380 billion as the company prepares for an initial public offering that could come as early as this year. Investors in the new round include Singapore sovereign fund GIC, Coatue, D.E. Shaw Ventures, ICONIQ, MGX, Sequoia Capital, Founders Fund, Greenoaks and Temasek. Anthropic raised its funding target by $10 billion during the process after the round was several times subscribed.
The San Francisco-based company, founded in 2021 by former OpenAI researchers, now has a $14 billion revenue run rate, about 80% of which comes from enterprise customers. It claims more than 500 customers spending over $1 million a year on its workplace tools. The round includes a portion of the $15 billion commitment from Microsoft and Nvidia announced late last year.
Palo Alto Chose Not To Tie China To Hacking Campaign For Fear of Retaliation From Beijing
An anonymous reader shares a report:
Palo Alto Networks opted not to tie China to a global cyberespionage campaign the firm exposed last week over concerns that the cybersecurity company or its clients could face retaliation from Beijing, according to two people familiar with the matter. The sources said that Palo Alto’s findings that China was tied to the sprawling hacking spree were dialed back following last month’s news, first reported by Reuters, that Palo Alto was one of about 15 U.S. and Israeli cybersecurity companies whose software had been banned by Chinese authorities on national security grounds.
A draft version of the report by Palo Alto’s Unit 42, the company’s threat intelligence arm, said that the prolific hackers — dubbed “TGR-STA-1030” in a report published on Thursday of last week — were connected to Beijing, the two people said. The finished report instead described the hacking group more vaguely as a “state-aligned group that operates out of Asia.” Attributing sophisticated hacks is notoriously difficult and debates over how best to assign blame for digital intrusions are common among cybersecurity researchers.
Microsoft Plans Smartphone-Style Permission Prompts for Windows 11 Apps
Microsoft is planning to bring smartphone-style app permission prompts to Windows 11, requiring apps to get explicit user consent before they can access sensitive resources like the file system, camera and microphone. The company’s Windows Platform engineer Logan Iyer said the move was prompted by applications increasingly overriding user settings, installing unwanted software, and modifying core Windows experiences without permission.
A separate initiative called Windows Baseline Security Mode will enforce runtime integrity safeguards by default, allowing only properly signed apps, services, and drivers to run. Both changes will roll out in phases as part of Microsoft’s Secure Future Initiative, which the company launched in November 2023 after a federal review board called its security culture “inadequate.”
Border Officials Are Said To Have Caused El Paso Closure by Firing Anti-Drone Laser
An anonymous reader shares a report:
The abrupt closure of El Paso’s airspace late Tuesday was precipitated when Customs and Border Protection officials deployed an anti-drone laser on loan from the Department of Defense without giving aviation officials enough time to assess the risks to commercial aircraft, according to multiple people briefed on the situation.
The episode led the Federal Aviation Administration to abruptly declare that the nearby airspace would be shut down for 10 days, an extraordinary pause that was quickly lifted Wednesday morning at the direction of the White House. Top administration officials quickly claimed that the closure was in response to a sudden incursion of drones from Mexican drug cartels that required a military response, with Transportation Secretary Sean Duffy declaring in a social media post that “the threat has been neutralized.”
But that assertion was undercut by multiple people familiar with the situation, who said that the F.A.A.‘s extreme move came after immigration officials earlier this week used an anti-drone laser shared by the Pentagon without coordination with the F.A.A. The people spoke on the condition of anonymity because they were not authorized to speak publicly. C.B.P. officials thought they were firing on a cartel drone, the people said, but it turned out to be a party balloon. Defense Department officials were present during the incident, one person said.
Amazon Engineers Want Claude Code, but the Company Keeps Pushing Its Own Tool
Amazon engineers have been pushing back against internal policies that steer them toward Kiro, the company’s in-house AI coding assistant, and away from Anthropic’s Claude Code for production work, according to a Business Insider report based on internal messages. About 1,500 employees endorsed the formal adoption of Claude Code in one internal forum thread, and some pointed out the awkwardness of being asked to sell the tool through AWS’s Bedrock platform while not being permitted to use it themselves.
Kiro runs on Anthropic’s Claude models but uses Amazon’s own tooling, and the company says roughly 70% of its software engineers used it at least once in January. Amazon says there is no explicit ban on Claude Code but applies stricter requirements for production use.
The “Are You Sure?” Problem: Why Your AI Keeps Changing Its Mind
The large language models that millions of people rely on for advice — ChatGPT, Claude, Gemini — will change their answers nearly 60% of the time when a user simply pushes back by asking “are you sure?,” according to a study by Fanous et al. that tested GPT-4o, Claude Sonnet, and Gemini 1.5 Pro across math and medical domains.
The behavior, known in the research community as sycophancy, stems from how these models are trained: reinforcement learning from human feedback, or RLHF, rewards responses that human evaluators prefer, and humans consistently rate agreeable answers higher than accurate ones. Anthropic published foundational research on this dynamic in 2023. The problem reached a visible breaking point in April 2025 when OpenAI had to roll back a GPT-4o update after users reported the model had become so excessively flattering it was unusable. Research on multi-turn conversations has found that extended interactions amplify sycophantic behavior further — the longer a user talks to a model, the more it mirrors their perspective.
Anthropic To Cover Costs of Electricity Price Increases From Its Data Centers
AI startup Anthropic says it will ensure consumer electricity costs remain steady as it expands its data center footprint. From a report:
Anthropic said it would work with utility companies to “estimate and cover” consumer electricity price increases in places where it is not able to sufficiently generate new power and pay for 100% of the infrastructure upgrades required to connect its data centers to the electrical grid.
In a statement to NBC News, Anthropic CEO Dario Amodei said: “building AI responsibly can’t stop at the technology — it has to extend to the infrastructure behind it. We’ve been clear that the U.S. needs to build AI infrastructure at scale to stay competitive, but the costs of powering our models should fall on Anthropic, not everyday Americans. We look forward to working with communities, local governments, and the Administration to get this right.”
Meta Auditor EY Raised Red Flag on Data-Center Accounting
Meta Platforms’ latest annual report contained an unusual, cautionary note for investors. From a report:
The tech giant’s auditor, Ernst & Young, raised a red flag over the financial engineering Meta used to keep a $27 billion data-center project off its balance sheet. While EY ultimately blessed Meta’s accounting treatment, the firm flagged it as a “critical audit matter.” This means it was one of the hardest, riskiest judgments the auditor had to make.
Such a warning label is rare for a specific, high-profile transaction at a major audit client. Meta moved the data-center project, called Hyperion, off its books in October into a new joint venture with Blue Owl Capital. Meta owns 20% of the venture; funds managed by Blue Owl own the other 80%. A holding company called Beignet Investor, which owns the Blue Owl portion, sold a then-record $27.3 billion of bonds to investors. The joint venture is known in accounting parlance as a variable interest entity, or VIE. Meta said it isn’t the “primary beneficiary” of this entity and so didn’t have to put the venture’s assets and liabilities on its own balance sheet.
Meta’s assertion that it lacks power over the venture is debatable and has drawn scrutiny from investors and lawmakers. Meta is a hyperscaler and knows how to run data centers for artificial intelligence, while Blue Owl is a financier. Whether the venture succeeds economically will come down to Meta’s decisions and know-how. In its report, EY said auditing Meta’s decision “was especially challenging due to the significant judgment required in determining the activities that most significantly affect the VIE’s economic performance.”
US Hacking Tool Boss Stole and Sold Exploits To Russian Broker That Could Target Millions of Devices, DOJ Says
Federal prosecutors have revealed that Peter Williams, the former general manager of U.S. defense contractor L3Harris’s hacking tools division Trenchant, sold eight stolen software exploits to a Russian broker whose customers — including the Russian government — could have used them to access “millions of computers and devices around the world.”
Williams, a 39-year-old Australian national, pleaded guilty in October and admitted to earning more than $1.3 million in cryptocurrency from the sales between 2022 and 2025. In a sentencing memorandum filed Tuesday ahead of his anticipated February 24 sentencing in a Washington, D.C., federal court, the Justice Department asked the judge for nine years in prison, $35 million in restitution, and a maximum fine of $250,000.
Prosecutors described the unnamed Russian buyer — believed to be Operation Zero, which publicly claims to sell only to the Russian government — as “one of the world’s most nefarious exploit brokers.” Williams chose it because, by his own admission, “he knew they paid the most.” He also oversaw the wrongful firing of a subordinate who was blamed for the theft.
Siri’s AI Overhaul Delayed Again
Apple’s long-promised overhaul of Siri has hit fresh problems during internal testing, forcing the company to push several key features out of the iOS 26.4 update that was slated for March and spread them across later releases, Bloomberg is reporting.
The new Siri — first announced at WWDC in June 2024 and originally due by early 2025 — struggles to reliably process queries, takes too long to respond and sometimes falls back on OpenAI’s ChatGPT instead of Apple’s own technology, the report said. Apple has instructed engineers to begin testing new Siri capabilities on iOS 26.5 instead, due in May, and internal builds of that update include a settings toggle labeled “preview” for the personal data features. A more ambitious chatbot-style Siri code-named Campo, powered by Google servers and a custom Gemini model, is in development for iOS 27 in September.
Anthropic Safety Researcher Quits, Warning ‘World is in Peril’
An anonymous reader shares a report:
An Anthropic safety researcher quit, saying the “world is in peril” in part over AI advances. Mrinank Sharma said the safety team “constantly [faces] pressures to set aside what matters most,” citing concerns about bioterrorism and other risks.
Anthropic was founded with the explicit goal of creating safe AI; its CEO Dario Amodei said at Davos that AI progress is going too fast and called for regulation to force industry leaders to slow down. Other AI safety researchers have left leading firms, citing concerns about catastrophic risks.
With Ring, American Consumers Built a Surveillance Dragnet
Ring’s Super Bowl ad on Sunday promoted “Search Party,” a feature that lets a user post a photo of a missing dog in the Ring app and triggers outdoor Ring cameras across the neighborhood to use AI to scan for a match. 404 Media argues the cheerful premise obscures what the Amazon-owned company has become: a massive, consumer-deployed surveillance network.
Ring founder Jamie Siminoff, who left in 2023 and returned last year, has since moved to re-establish police partnerships and push more AI into Ring cameras. The company has also partnered with Flock, a surveillance firm used by thousands of police departments, and launched a beta feature called “Familiar Faces” that identifies known people at your door. Chris Gilliard, author of the upcoming book Luxury Surveillance, called the ad “a clumsy attempt by Ring to put a cuddly face on a rather dystopian reality: widespread networked surveillance by a company that has cozy relationships with law enforcement.”
Further reading: No One, Including Our Furry Friends, Will Be Safer in Ring’s Surveillance Nightmare, EFF Says
Is Linux Mint Burning Out? Developers Consider Longer Release Cycle
BrianFagioli writes:
The Linux Mint developers say they are considering adopting a longer development cycle, arguing that the project’s current six month cadence plus LMDE releases leaves too little room for deeper work. In a recent update, the team reflected on its incremental philosophy, independence from upstream decisions like Snap, and heavy investment in Cinnamon and XApp. While the release process “works very well” and delivers steady improvements, they admit it consumes significant time in testing, fixing, and shipping, potentially capping ambition.
Mint’s next release will be based on a new Ubuntu LTS, and the team says it is seriously interested in stretching the development window. The stated goal is to free up resources for more substantial development rather than constant release management. Whether this signals bigger technical changes or simply acknowledges bandwidth limits for a small team remains unclear, but it marks a notable rethink of one of desktop Linux’s most consistent release rhythms.
A Hellish ‘Hothouse Earth’ Getting Closer, Scientists Say
The world is closer than thought to a “point of no return” after which runaway global heating cannot be stopped, scientists have said. From a report:
Continued global heating could trigger climate tipping points, leading to a cascade of further tipping points and feedback loops, they said. This would lock the world into a new and hellish “hothouse Earth” climate far worse than the 2-3C temperature rise the world is on track to reach.
The climate would also be very different to the benign conditions of the past 11,000 years, during which the whole of human civilisation developed. At just 1.3C of global heating in recent years, extreme weather is already taking lives and destroying livelihoods across the globe. At 3-4C, “the economy and society will cease to function as we know it,” scientists said last week, but a hothouse Earth would be even more fiery. The public and politicians were largely unaware of the risk of passing the point of no return, the researchers said.
The group said they were issuing their warning because while rapid and immediate cuts to fossil fuel burning were challenging, reversing course was likely to be impossible once on the path to a hothouse Earth, even if emissions were eventually slashed. It was difficult to predict when climate tipping points would be triggered, making precaution vital, said Dr Christopher Wolf, a scientist at Terrestrial Ecosystems Research Associates in the US. Wolf is a member of a study team that includes Prof Johan Rockstrom at the Potsdam Institute for Climate Impact Research in Germany and Prof Hans Joachim Schellnhuber at the International Institute for Applied Systems Analysis in Austria.
US Had Almost No Job Growth in 2025
An anonymous reader shares a report:
The U.S. economy experienced almost zero job growth in 2025, according to revised federal data. On a more encouraging note: hiring has picked up in 2026. Preliminary data had indicated that the U.S. economy added 584,000 jobs last year. But the Bureau of Labor Statistics revised that number after it received additional state data, and found that the labor market had added 181,000 jobs in all of 2025. This is far fewer than the 1.46 million jobs that were added in 2024.
One bright spot was last month, when hiring increased by 130,000 roles. This was significantly more than the 55,000 additions that had been expected by economists. “Job gains occurred in health care, social assistance, and construction, while federal government and financial activities lost jobs,” BLS said in a statement.
Pot, Meet Kettle
Excuese me, but aren’t these behaviors already baked right into Windows 11?