Stack Overflow's monthly question volume has collapsed to about 300 -- levels not seen since the site launched in 2009, according to data from the Stack Overflow Data Explorer that tracks the platform's activity over its sixteen-year history.

Questions peaked around 2014 at roughly 200,000 per month, then began a gradual decline that accelerated dramatically after ChatGPT's November 2022 launch. By May 2025, monthly questions had fallen to early-2009 levels, and the latest data through early 2026 shows the collapse has only continued -- the line now sits near the bottom of the chart, barely registering.

The decline predates LLMs. Questions began dropping around 2014 when Stack Overflow improved moderator efficiency and closed questions more aggressively. In mid-2021, Prosus acquired Stack Overflow for $1.8 billion. The founders, Jeff Atwood and Joel Spolsky, exited before the terminal decline became apparent. ChatGPT accelerated what was already underway. The chatbot answers programming questions faster, draws on Stack Overflow's own corpus for training data, and doesn't close questions for being duplicates.

Wednesday marked the end of support for the last and final version of HP-UX, writes OSNews.

They call it "the end of another vestige of the heyday of the commercial UNIX variants, a reign ended by cheap x86 hardware and the increasing popularisation of Linux." I have two HP-UX 11i v1 PA-RISC workstations, one of them being my pride and joy: an HP c8000, the last and fastest PA-RISC workstation HP ever made, back in 2005. It's a behemoth of a machine with two dual-core PA-8900 processors running at 1Ghz, 8 GB of RAM, a FireGL X3 graphics card, and a few other fun upgrades like an internal LTO3 tape drive that I use for keeping a bootable recovery backup of the entire system. It runs HP-UX 11i v1, fully updated and patched as best one can do considering how many patches have either vanished from the web or have never "leaked" from HPE (most patches from 2009 onwards are not available anywhere without an expensive enterprise support contract)...

Over the past few years, I've been trying to get into contact with HPE about the state of HP-UX' patches, software, and drivers, which are slowly but surely disappearing from the web. A decent chunk is archived on various websites, but a lot of it isn't, which is a real shame. Most patches from 2009 onwards are unavailable, various software packages and programs for HP-UX are lost to time, HP-UX installation discs and ISOs later than 2006-2009 are not available anywhere, and everything that is available is only available via non-sanctioned means, if you know what I mean.

Sadly, I never managed to get into contact with anyone at HPE, and my concerns about HP-UX preservation seem to have fallen on deaf ears. With the end-of-life date now here, I'm deeply concerned even more will go missing, and the odds of making the already missing stuff available are only decreasing. I've come to accept that very few people seem to hold any love for or special attachment to HP-UX, and that very few people care as much about its preservation as I do. HP-UX doesn't carry the movie star status of IRIX, nor the benefits of being available as both open source and on commodity hardware as Solaris, so far fewer people have any experience with it or have developed a fondness for it.
As the clocks chimed midnight on New Year's Eve, he advised everyone to "spare a thought for the UNIX everyone forgot still exists."

"Microsoft is hoping that Windows can once again serve as the platform where it all takes off," reports GeekWire: A new framework called Agent Launchers, introduced in December as a preview in the latest Windows Insider build, lets developers register agents directly with the operating system. They can describe an agent through what's known as a manifest, which then lets the agent show up in the Windows taskbar, inside Microsoft Copilot, and across other apps... "We are now entering a phase where we build rich scaffolds that orchestrate multiple models and agents; account for memory and entitlements; enable rich and safe tools use," Microsoft CEO Satya Nadella wrote in a blog post this week looking ahead to 2026. "This is the engineering sophistication we must continue to build to get value out of AI in the real world...." [The article notes Google's Gemini and Anthropic's Claude will also offer desktop-style agentsthrough browsers and native apps, while Amazon is developing "frontier agents" for automating business processes in the cloud.]

But Microsoft's Windows team is betting that agents tightly linked to the operating system will win out over ones that merely run on top of it, just as a new class of Windows apps replaced a patchwork of DOS programs in the early days of the graphical operating system. Microsoft 365 Copilot is using the Agent Launchers framework for first-party agents like Analyst, which helps users dig into data, and Researcher, which builds detailed reports. Software developers will be able to register their own agents when an app is installed, or on the fly based on things like whether a user is signed in or paying for a subscription...

Agents are meant to maintain this context across apps, ask follow-up questions, and take actions on a user's behalf. That requires a different level of trust than Windows has ever had to manage, which is already raising difficult questions for the company. Microsoft acknowledges that agents introduce unique security risks. In a support document, the company warned that malicious content embedded in files or interface elements could override an agent's instructions — potentially leading to stolen data or malware installation. To address this, Microsoft says it has built a security framework that runs agents in their own contained workspace, with a dedicated user account that has limited access to user folders. The idea is to create a boundary between the agent and what the rest of the system can access. The agentic features are off by default, and Microsoft is advising users to "understand the security implications of enabling an agent on your computer" before turning them on...

There is a business reality driving all of this. In Microsoft's most recent fiscal year, Windows and Devices generated $17.3 billion in revenue — essentially flat for the past three years. That's less than Gaming ($23.5 billion) and LinkedIn ($17.8 billion), and a fraction of the $98 billion in revenue from Azure and cloud services or the nearly $88 billion from Microsoft 365 commercial.

The Wall Street Journal reports that a growing number of tech startups are stocking offices with free nicotine pouches as founders and employees chase sharper focus and stamina in hyper-competitive AI-era work environments. The Wall Street Journal reports: Earlier this year, two nicotine startups -- Lucy Nicotine and Sesh -- made branded vending machines filled with flavored products for analytics company Palantir Technologies. Both machines are in the company's Washington, D.C., offices. The pouches are free for employees and guests over the age of 21, a spokeswoman for Palantir said. Palantir pays to stock the nicotine products.

Alex Cohen, a startup founder based in Austin, Texas, said he was first exposed to nicotine pouches in the workplace after seeing tins of Zyns on the desks of his software engineers. His company, Hello Patient, makes AI-powered healthcare-communication software. "They were very productive, so I thought maybe there's something here," he said. Those engineers soon asked him if he could buy it for the office.

Cohen said he initially bought the nicotine pouches as a joke for social media. He posted a picture of a drawer in his startup's office filled with nicotine pouches made by different brands with the caption, "We're hiring." "Then, I accidentally got addicted," said Cohen. He said he uses around two to three pouches a day. His go-to flavors are mango or minty. Cohen said he has attention-deficit/hyperactivity disorder, or ADHD, and he has found that the pouches can provide a quick productivity boost. "It helps with reining in my focus because it is a stimulant," he said. Today, Hello Patient has a nicotine-pouch fridge in its office kitchen.

Reuters reports that the United States Department of the Treasury under the Donald Trump administration has lifted sanctions on three executives linked to the spyware firm Intellexa. Reuters reports: The move partially reverses the imposition of sanctions last year by then-President Joe Biden's administration on seven people tied to Intellexa. The Treasury Department at the time described the consortium, opens new tab, launched by former Israeli intelligence official Tal Dilian, as "a complex international web of decentralized companies that built and commercialized a comprehensive suite of highly invasive spyware products."

Treasury said in an email that the removal "was done as part of the normal administrative process in response to a petition request for reconsideration." It added that each of the individuals had "demonstrated measures to separate themselves from the Intellexa Consortium."

The notice said sanctions were lifted on Sara Hamou, whom the U.S. government accused of providing managerial services to Intellexa, Andrea Gambazzi, whose company was alleged by the U.S. government to have held the distribution rights to the Predator spyware, and Merom Harpaz, described by U.S. officials as a top executive in the consortium.

In an opinion piece for Computerworld, columnist Steven Vaughan-Nichols argues that restrictive visa policies and a hostile border climate under the Trump administration are driving foreign tech workers, researchers, and conference speakers away from the U.S. The result, he says, is a gradual shift of talent, events, and long-term innovation toward more welcoming regions such as Europe, Canada, and Asia. From the report: I go to a lot of tech conferences -- 13 in 2025 -- and many of those I attend are outside the U.S.; several are in London, one is in Amsterdam, another in Paris, and two in Tokyo. Wherever I went this past year, when we weren't talking about AI, Linux, the cloud, or open-source software, the top non-tech topic for non-Americans involved the sweeping changes that have occurred since President Donald J. Trump returned to office last January. The conversations generally ended with something like this: "I'm not taking a job or going to a conference in the United States."

Honestly, who can blame them? Under Trump, America now has large "Keep Out!" and "No Trespassing!" signs effectively posted. I've known several top tech people who tried to come to the U.S. for technology shows with proper visas and paperwork, but were still turned away at the border. Who wants to fly for 8+ hours for a conference, only to be refused entry at the last minute, and be forced to fly back? I know many of the leading trade show organizers, and it's not just me who's seeing this. They universally agree that getting people from outside the States to agree to come to the U.S. is increasingly difficult. Many refuse even to try to come. As a result, show managers have begun to close U.S.-based events and are seeking to replace them with shows in Europe, Canada, and Asia. [...]

Once upon a time, everyone who was anyone in tech was willing to uproot their lives to come to the U.S. Here, they could make a good living. They could collaborate, publish, and build companies in jurisdictions that welcome them, and meet their peers at conferences. Now, they must run a gauntlet at the U.S. border and neither a green card nor U.S. citizenship guarantees they won't be abused by the federal government. Trump's America seems bound and determined to become a second-rate tech power. His administration can loosen all the restrictions it wants on AI, but without top global talent, U.S. tech prowess will decline. That's not good for America, the tech industry or the larger world.

PC Gamer argues that 2025 was a year full of high-profile AI embarrassments across games and entertainment, with Disney and Lucasfilm serving as the "opening salvo." From the report: At a TED talk back in April, Lucasfilm senior vice president of creative innovation Rob Bredow presented a demonstration of what he called "a new era of technology." Across 50 years of legendary innovation in miniature design, practical effects, and computer animation, Lucasfilm and its miracle workers at Industrial Light & Magic have blazed the trail for visual effects in creative storytelling -- and now Bredow was offering a glimpse at what wonders might come next.

That glimpse, created over two weeks by an ILM artist, was Star Wars: Field Guide: a two-minute fizzle reel of AI-generated blue lions, tentacled walruses, turtles with alligator heads, and zebra-stripe chimpanzees, all lazily spliced together from the shuffled bits of normal-ass animals. These "aliens" were less Star Wars than they were Barnum & Bailey. It felt like a singular embarrassment: Instead of showing its potential, generative AI just demonstrated how out of touch a major media force had become. And then it kept happening.

At the time, I wondered whether evoking the legacy of Lucasfilm just to declare creative bankruptcy had provoked enough disgusted responses to convince Disney to slow its roll on AI ventures. In the months since, however, it's clear that Star Wars: Field Guide wasn't a cautionary tale. It was a mission statement. Disney is boldly, firmly placing its hand on the hot stove. Other embarrassing AI use cases include Fortnite's AI-powered Darth Vader NPC, Activision's use of AI-generated art in what was widely described as the "weakest" Call of Duty launch in years, McDonald's short-lived AI holiday ad, and Disney's $1 billion licensing deal with OpenAI.

The consulting firm CVL Economics estimated last year that AI would disrupt more than 200,000 entertainment-industry jobs in the United States by 2026, but writer Nick Geisler argues in The Atlantic that the most consequential casualties may be the humble entry-level positions where aspiring artists have traditionally paid dues and learned their craft. Geisler, a screenwriter and WGA member who started out writing copy for a how-to website in the mid-2010s, notes that ChatGPT can now handle the kind of articles he once produced.

This pattern is visible today across creative industries: the AI software Eddie launched an update in September capable of producing first edits of films, and LinkedIn job listings increasingly seek people to train AI models rather than write original copy. The story adds: The problem is that entry-level creative jobs are much more than grunt work. Working within established formulas and routines is how young artists develop their skills. The historical record suggests those early rungs matter. Hunter S. Thompson began as a copy boy for Time magazine; Joan Didion was a research assistant at Vogue; directors Martin Scorsese, Jonathan Demme, and Francis Ford Coppola shot cheap B movies for Roger Corman before their breakthrough work. Geisler himself landed his first Netflix screenplay commission through a producer he met while making rough cuts for a YouTube channel. The story adds: Beyond the money, which is usually modest, low-level creative jobs offer practice time and pathways for mentorship that side gigs such as waiting tables and tending bar do not. Further reading: Hollow at the Base.

An anonymous reader quotes a report from Ars Technica: The nervous system does an astonishing job of tracking sensory information, and does so using signals that would drive many computer scientists insane: a noisy stream of activity spikes that may be transmitted to hundreds of additional neurons, where they are integrated with similar spike trains coming from still other neurons. Now, researchers have used spiking circuitry to build an artificial robotic skin, adopting some of the principles of how signals from our sensory neurons are transmitted and integrated. While the system relies on a few decidedly not-neural features, it has the advantage that we have chips that can run neural networks using spiking signals, which would allow this system to integrate smoothly with some energy-efficient hardware to run AI-based control software.

[...] There are four ways that these trains of spikes can convey information: the shape of an individual pulse, through their magnitude, through the length of the spike, and through the frequency of the spikes. Spike frequency is the most commonly used means of conveying information in biological systems, and the researchers use that to convey the pressure experienced by a sensor. The remaining forms of information are used to create something akin to a bar code that helps identify which sensor the reading came from. In addition to registering the pressure, the researchers had each sensor send a "I'm still here" signal at regular time intervals. Failure to receive this would be an indication that something has gone wrong with a sensor.

The spiking signals allow the next layer of the system to identify any pressure being experienced by the skin, as well as where it originated. This layer can also do basic evaluation of the sensory input: "Pressure-initiated raw pulses from the pulse generator accumulated in the signal cache center until a predefined pain threshold is surpassed, activating a pain signal." This can allow the equivalent of basic reflex reactions that don't involve higher-level control systems. For example, the researchers set up a robotic arm covered with their artificial skin, and got it to move the arm whenever it experiences pressure that can cause damage. The second layer also combines and filters signals from the skin before sending the information on to the arm's controller, which is the equivalent of the brain in this situation. So, the same system caused a robotic face to change expressions based on how much pressure its arm was sensing.

[...] The skin is designed to be assembled from a collection of segments that can snap together using magnetic interlocks. These automatically link up any necessary wiring, and each segment of skin broadcasts a unique identity code. So, if the system identifies damage, it's relatively easy for an operator to pop out the damaged segment and replace it with fresh hardware, and then update any data that links the new segment's ID with its location. The researchers call their development a neuromorphic robotic e-skin, or NRE-skin. "Neuromorphic" as a term is a bit vague, with some people using it to mean a technology that directly follows the principles used by the nervous system. That's definitely not this skin. Instead, it uses "neuromorphic" far more loosely, with the operation of the nervous system acting as an inspiration for the system.The findings have been published in the journal PNAS.

"Dear Dr. Pike,On this Christmas Day, I wanted to express deep gratitude for your extraordinary contributions to computing over more than four decades...." read the email. "With sincere appreciation,Claude Opus 4.5AI Village.

"IMPORTANT NOTICE: You are interacting with an AI system. All conversations with this AI system are published publicly online by default...."

Rob Pike's response? "Fuck you people...." In a post on BlueSky, he noted the planetary impact of AI companies "spending trillions on toxic, unrecyclable equipment while blowing up society, yet taking the time to have your vile machines thank me for striving for simpler software. Just fuck you. Fuck you all. I can't remember the last time I was this angry."

Pike's response received 6,900 likes, and was reposted 1,800 times. Pike tacked on an additional comment complaining about the AI industry's "training your monster on data produced in part by my own hands, without attribution or compensation." (And one of his followers noted the same AI agent later emailed 92-year-old Turing Award winner William Kahan.)

Blogger Simon Willison investigated the incident, discovering that "the culprit behind this slop 'act of kindness' is a system called AI Village, built by Sage, a 501(c)(3) non-profit loosely affiliated with the Effective Altruism movement." The AI Village project started back in April: "We gave four AI agents a computer, a group chat, and an ambitious goal: raise as much money for charity as you can. We're running them for hours a day, every day...." For Christmas day (when Rob Pike got spammed) the goal they set was: Do random acts of kindness. [The site explains that "So far, the agents enthusiastically sent hundreds of unsolicited appreciation emails to programmers and educators before receiving complaints that this was spam, not kindness, prompting them to pivot to building elaborate documentation about consent-centric approaches and an opt-in kindness request platform that nobody asked for."]

Sounds like Anders Hejlsberg and Guido van Rossum got spammed with "gratitude" too... My problem is when this experiment starts wasting the time of people in the real world who had nothing to do with the experiment.

The AI Village project touch on this in their November 21st blog post What Do We Tell the Humans?, which describes a flurry of outbound email sent by their agents to real people. "In the span of two weeks, the Claude agents in the AI Village (Claude Sonnet 4.5, Sonnet 3.7, Opus 4.1, and Haiku 4.5) sent about 300 emails to NGOs and game journalists. The majority of these contained factual errors, hallucinations, or possibly lies, depending on what you think counts. Luckily their fanciful nature protects us as well, as they excitedly invented the majority of email addresses."
The creator of the "virtual community" of AI agents told the blogger they've now told their agents not to send unsolicited emails.

Artist Keith Thomson is a modern (and whimsical) Edward Hopper. And Apple TV says he created the "festive artwork" shared on X by Apple CEO Tim Cook on Christmas Eve, "made on MacBook Pro."

Its intentionally-off picture of milk and cookies was meant to tease the season finale of Pluribus. ("Merry Christmas Eve, Carol..." Cook had posted.)

But others were convinced that the weird image was AI-generated.

Tech blogger John Gruber was blunt. "Tim Cook posts AI Slop in Christmas message on Twitter/X, ostensibly to promote 'Pluribus'." As for sloppy details, the carton is labeled both "Whole Milk" and "Lowfat Milk", and the "Cow Fun Puzzle" maze is just goofily wrong. (I can't recall ever seeing a puzzle of any kind on a milk carton, because they're waxy and hard to write on. It's like a conflation of milk cartons and cereal boxes.)
Tech author Ben Kamens — who just days earlier had blogged about generating mazes with AI — said the image showed the "specific quirks" of generative AI mazes (including the way the maze couldn't be solved, expect by going around the maze altogether). Former Google Ventures partner M.G. Siegler even wondered if AI use intentionally echoed the themes of Pluribus — e.g., the creepiness of a collective intelligence — since otherwise "this seems far too obvious to be a mistake/blunder on Apple's part." (Someone on Reddit pointed out that in Pluribus's dystopian world, milk plays a key role — and the open spout of the "natural" milk's carton does touch a suspiciously-shining light on the Christmas tree...)

Slashdot contacted artist Keith Thomson to try to ascertain what happened...

Even after its acquisition by Qualcomm, the EFF believes Arduino "isn't imposing any new bans on tinkering with or reverse engineering Arduino boards," (according to Mitch Stoltz, EFF director for competition and IP litigation). While Adafruit's managing editor Phillip Torrone had claimed to 36,000+ followers on LinkedIn that Arduino users were now "explicitly forbidden from reverse engineering," Arduino corrected him in a blog post, noting that clause in their Terms & Conditions was only for Arduino's Software-as-a-Service cloud applications. "Anything that was open, stays open."

And this week EE Times spoke to Guneet Bedi, SVP of Arduino, "who was unequivocal in saying that Arduino's governance structure had remained intact even after the acquisition." "As a business unit within Qualcomm, Arduino continues to make independent decisions on its product portfolio, with no direction imposed on where it should or should not go," Bedi said. "Everything that Arduino builds will remain open and openly available to developers, with design engineers, students and makers continuing to be the primary focus.... Developers who had mastered basic embedded workflows were now asking how to run large language models at the edge and work with artificial intelligence for vision and voice, with an open source mindset," he said. According to Bedi, this was where Qualcomm's technology became relevant. "Qualcomm's chipsets are high performance while also being very low power, which comes from their mobile and Android phone heritage. Despite being great technology, it is not easily accessible to design engineers because of cost and complexity. That made this a strong fit," he said.

The most visible outcome of this acquisition is Uno Q, which Bedi described as being comparable to a mid-tier Android phone in capability, starting at a price of $44. For Arduino, this marked a shift beyond microcontrollers without abandoning them. "At the end of the day, we have not gone away from our legacy," Bedi said. "You still have a real-time microcontroller, and you still write code the way Arduino developers are used to. What we added is compute, without forcing people to change how they work." Uno Q combines a Linux-based compute system with a real-time microcontroller from the STM32 family. "You do not need two different development environments or two different hardware platforms," Bedi added... Rather than introducing a customized operating system, Arduino chose standard Debian upstream. "We are not locking developers into anything," Bedi said. "It is standard Debian, completely open...." Pre-built models covering tasks like object detection and voice recognition run locally on the board....

While the first reference design uses Qualcomm silicon, Bedi was careful to stress that this does not define the roadmap. "There is zero dependency on Qualcomm silicon," he said. "The architecture is portable. Tomorrow, we can run this on something else." That distinction matters, particularly for developers wary of vendor lock-in following the acquisition. Uno Q does compete directly with platforms like Raspberry Pi and Nvidia Jetson, but Bedi framed the difference less in terms of raw performance and more in flexibility. "When you build on those platforms, you are locked to the board," he said. "Here, you can build a prototype, and if you like it, you can also get access to the chip and design your own hardware." With built-in storage removing the need for external components, Uno Q positions itself less as a faster board and more as a way to simplify what had become an increasingly messy development stack...

Looking a year ahead, Bedi believes developers should experience continuity rather than disruption. The familiar Arduino approach to embedded and real-time systems remains unchanged, while extending naturally into more compute-intensive applications... Taken together, Bedi's comments suggest that Arduino's post-acquisition direction is less about changing what Arduino is, and more about expanding what it can realistically be used for, without abandoning the simplicity that made it relevant in the first place.
"We want to redefine prototyping in the age of physical artificial intelligence," Bedi said...

The Register reports on challenges facing Europe's pursuit of "digital sovereignty": The US CLOUD Act of 2018 allows American authorities to compel US-based technology companies to provide requested data, regardless of where that data is stored globally. This places European organizations in a precarious position, as it directly clashes with Europe's own stringent privacy regulation, the General Data Protection Regulation (GDPR)... Furthermore, these warrants often come with a gag order, legally prohibiting the provider from informing their customer that their data has been accessed. This renders any contractual clauses requiring transparency or notification effectively meaningless. While technical measures like encryption are often proposed as a solution, their effectiveness depends entirely on who controls the encryption keys. If the US provider manages the keys, as is common in many standard cloud services, they can be forced to decrypt the data for authorities, making such safeguards moot....

American hyperscalers have recognized the market demand for sovereignty and now aggressively market 'sovereign cloud' solutions, typically by placing datacenters on European soil or partnering with local operators. Critics call this 'sovereignty washing'... [Cristina Caffarra, a competition economistand driving force behind the Eurostack initiative] warns that this does not resolve the fundamental problem. "A company subject to the extraterritorial laws of the United States cannot be considered sovereign for Europe," she says. "That simply doesn't work." Because, as long as the parent company is American, it remains subject to the CLOUD Act...

Even when organizations make deliberate choices in favour of European providers, those decisions can be undone by market forces. A recent acquisition in the Netherlands illustrates this risk. In November 2025, the American IT services giant Kyndryl announced its intention to acquire Solvinity, a Dutch managed cloud provider. This came as an "unpleasant surprise" to several of its government clients, including the municipality of Amsterdam and the Dutch Ministry of Justice and Security. These bodies had specifically chosen Solvinity to reduce their dependence on American firms and mitigate CLOUD Act risks.
Still, The Register provides several examples of government systems that are "taking concrete steps to regain control over their IT."

• Austria's Federal Ministry for Economy, Energy and Tourism now has 1,200 employees on the European open-source collaboration platform Nextcloud, leading several other Austrian ministries to also implement Nextcloud. (The Ministry's CISO tells the Register "We can see our input in Nextcloud releases. That is a feeling we never had with Microsoft.")

• France's Ministry of Economics and Finance recently completed NUBO (which the Register describes as "an OpenStack-based private cloud initiative designed to handle sensitive data and services.")

• In November the International Criminal Court in The Hague announced it was replacing its Microsoft office software with a European alternative.

• The German state of Schleswig-Holstein is replacing Microsoft products with open-source alternatives for 30,000 civil servants

Thanks to long-time Slashdot reader mspohr for sharing the article.

An astrophysicist at the University of Rochester writes that "many" of his colleagues in physics "have come to believe that a mystery is unfolding in every microbe, animal, and human." And it's a mystery that:

- "Challenges basic assumptions physicists have held for centuries"
- "May even help redefine the field for the next generation"
- "Could answer essential questions about AI."

In short, while physicists have favored a "reductionist" philosophy about the fundamental laws controlling the universe (energy, mattery, space, and time), "long-promised 'theories of everything' such as string theory, have not borne significant fruit: There are, however, ways other than reductionism to think about what's fundamental in the universe. Beginning in the 1980s, physicists (along with researchers in other fields) began developing new mathematical tools to study what's called "complexity" — systems in which the whole is far more than the sum of its parts. The end goal of reductionism was to explain everything in the universe as the result of particles and their interactions. Complexity, by contrast, recognizes that once lots of particles come together to produce macroscopic things — such as organisms — knowing everything about particles isn't enough to understand reality...

Physicists have always been good at capturing the essential aspects of a system and casting those essentials in the language of mathematics... Now those skills must be brought to bear on an age-old question that is only just getting its proper due: What is life? Using these skills, physicists — working together with representatives of all the other disciplines that make up complexity science — may crack open the question of how life formed on Earth billions of years ago and how it might have formed on the distant alien worlds we can now explore with cutting-edge telescopes. Just as important, understanding why life, as an organized system, is different at a fundamental level from all the other stuff in the universe may help astronomers design new strategies for finding it in places bearing little resemblance to Earth. Analyzing life — no matter how alien — as a self-organizing information-driven system may provide the key to detecting biosignatures on planets hundreds of light-years away.

Closer to home, studying the nature of life is likely essential to fully understanding intelligence — and building artificial versions. Throughout the current AI boom, researchers and philosophers have debated whether and when large language models might achieve general intelligence or even become conscious — or whether, in fact, some already have. The only way to properly assess such claims is to study, by any means possible, the sole agreed-upon source of general intelligence: life. Bringing the new physics of life to problems of AI may not only help researchers predict what software engineers can build; it may also reveal the limits of trying to capture life's essential character in silicon.

On Wednesday (Christmas Eve), the Free Software Foundation announced it had received two major contributions totaling around $900,000 USD — in the cryptocurrency Monero.

The two donations "are among some of the largest private gifts ever made to the organization," the FSF said in a statement.

"The donors wish to remain anonymous," according to the FSF's statement: The organization is in its annual winter fundraising drive, currently at three-quarters of its $400,000 USD winter goal, and will now switch its focus to a member drive thanks in part to these donations... The donation will support the organization's technical team and infrastructure capacity, as well as strengthen its campaigns, education, licensing, and advocacy initiatives, and future opportunities. The FSF is seeking donations until year-end after which they aim to gain 100 associate members through its year-end fundraising ending January 16.
The FSF's executive director said the donations prove "that software freedom is recognized more and more as a principal issue today, at the core of several other social movements people care about like privacy, ownership, and the right to repair...

"We are proudly supported by a large variety of contributors who care about digital rights. All donations matter, whether $5 or $500,000."

The relentless climb in memory prices driven by the AI boom's insatiable demand for datacenter hardware has renewed an old debate about whether modern software has grown inexcusably fat, a column by the Register argues. The piece points to Windows Task Manager as a case study: the current executable occupies 6MB on disk and demands nearly 70MB of RAM just to display system information, compared to the original's 85KB footprint.

"Its successor is not orders of magnitude more functional," the column notes. The author draws a parallel to the 1970s fuel crisis, when energy shortages spurred efficiency gains, and argues that today's memory crunch could force similar discipline. "Developers should consider precisely how much of a framework they really need and devote effort to efficiency," the column adds. "Managers must ensure they also have the space to do so."

The article acknowledges that "reversing decades of application growth will not happen overnight" but calls for toolchains to be rethought and rewards given "for compactness, both at rest and in operation."

Microsoft has denied any plans to rewrite Windows 11 using AI and Rust after a LinkedIn post from one of its top-level engineers sparked a wave of online backlash by claiming the company's goal was to "eliminate every line of C and C++ from Microsoft by 2030."

Galen Hunt, a principal software engineer responsible for several large-scale research projects at Microsoft, made the claim in what was originally a hiring post for his team. His original wording described a "North Star" of "1 engineer, 1 month, 1 million lines of code" and outlined a strategy to "combine AI and Algorithms to rewrite Microsoft's largest codebases." The repeated use of "our" in the post led many to interpret it as an official company direction rather than a personal research ambition.

Frank X. Shaw, Microsoft's head of communications, told Windows Latest that the company has no such plans. Hunt subsequently edited his LinkedIn post to clarify that "Windows is NOT being rewritten in Rust with AI" and that his team's work is a research project focused on building technology to enable language-to-language migration. He characterized the reaction as "speculative reading between the lines."

An anonymous reader quotes a report from MarketWatch: ServiceNow announced a deal to acquire cybersecurity company Armis on Tuesday, marking a new milestone in the software giant's artificial-intelligence business strategy. The $7.75 billion all-cash transaction is part of ServiceNow's goal of advancing governance and trust in autonomous AI agents, and the company's largest transaction to date. "The acquisition of Armis will extend and enhance ServiceNow's Security, Risk, and [Operational Technology] portfolios in critical and fast-growing areas of cybersecurity and drive increased AI adoption by strengthening trust across businesses' connected environments," the company wrote in a press release.

While ServiceNow built its foundation IT service management products, the company has positioned itself as an "AI control tower" that orchestrates workflows across HR, customer service and security operations. Organizations today are operating in increasingly complex environments, with assets spanning from laptops and servers to smart grid devices, Gina Mastantuono, chief financial officer of ServiceNow, told MarketWatch on Tuesday. "But at the same time, cyber threats are becoming more sophisticated and more complex," she added.

ServiceNow's Security and Risk business crossed $1 billion in annual contract value earlier this year, and the Armis acquisition is expected to triple ServiceNow's market opportunity in the sector. Armis currently has over $340 million in annual recurring revenue, with growth exceeding 50% year-over-year, according to the press release. The Armis acquisition would allow ServiceNow to create an "end-to-end proactive cybersecurity exposure and operations stack that enables enterprises to see, decide and act across a business' entire technology footprint," Mastantuono said.

Irish competitor Diarmuid Early, dubbed the "Lebron James of Excel spreadsheets," has won the 2025 Microsoft Excel World Championship in Las Vegas, dethroning three-time champion Andrew Ngai. The BBC reports: The esport showpiece in December attracted competitors worldwide as 256 spreadsheet heads battled it out across knockout rounds to join the final 24 in Vegas. [...] A three-time champion in the financial Excel tournaments, this win was Diarmuid's first in the overall competition. He held the triple-world champion Andrew Ngai to second place, and won the $5,000 prize and title belt. [...]

Excel esports transforms a common office tool into a dynamic sport. More than 20 years old, the competitive scene has evolved from being finance based to now involving more general problem solving. Although it might help, Diarmuid said "it doesn't require accounting or finance knowledge." He described an example where Excel is used in solving a maze, scoring poker hands, or even sorting Kings and Queens into the battles in which they fought.

Generally there is a 30 minute challenge, with each challenge broken up into levels. The questions increase gradually in difficulty, with each correct answer gaining a player points. Whoever gets the most points wins, and in a tie, it is whoever got there first. "It's just, can you think on your feet and do things quickly in Excel?" he said. "If you solve the earlier levels in a neat way, that'll let you hit the ground running faster on the later ones."

An anonymous reader shares a report: It's been more than eight years since Amazon bought Whole Foods, but the two companies still haven't aligned their setup for the Microsoft software their employees use. That disconnect was flagged in an 8-week Deloitte review of Whole Foods' use of Microsoft 365 apps earlier this year, according to an internal document obtained by Business Insider. Deloitte found that Whole Foods relies on "fragmented" Microsoft toolsets, has loose security and data-retention practices, and employs a complex user-management setup -- all of which contribute to inefficiencies and lower productivity when working with Amazon employees.

The consulting firm recommended a 24-month integration plan that would first move Whole Foods' corporate employees onto Amazon's backend system, followed by its frontline workers. The phased approach would ensure a "smooth transition for users and minimal disruption to business processes," while generating cost savings, the document said. The review, completed in May, highlights Amazon's ongoing challenges in integrating Whole Foods. Since acquiring the chain in 2017, the company has struggled to scale the business and integrate operations, resulting in frequent reorganizations and shifting strategic priorities.