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Longtime Slashdot reader MrFreak shares a public radio interview from 2015 discussing artificial intelligence as inference over abstract inputs, along with scaling limits, automation, and governance models, where for-profit engines are constrained by nonprofit oversight: Recorded months before OpenAI was founded, the conversation treats intelligence as math plus incentives rather than something mystical, touching on architectural bottlenecks, why "reasoning" may not simply emerge from brute force, labor displacement, and institutional design for advanced AI systems. Many of the themes align closely with current debates around large language models and AI governance. The recording was revisited following recent remarks by Sergey Brin at Stanford, where he acknowledged that despite Google's early work on Transformers, institutional hesitation and incentive structures limited how aggressively the technology was pursued. The interview provides an earlier, first-principles perspective on how abstraction, scaling, and organizational design might interact once AI systems begin to compound.

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theodp writes: We all mix pictures, emojis, and text freely in our communications. So why not in our code? That's the premise of "Fun With Python and Emoji: What Might Adding Pictures to Text Programming Languages Look Like?" (two-image Bluesky explainer; full slides), which takes a look at what mixing emoji with Python and SQL might look like. A GitHub repo includes a Google Colab-ready Python notebook proof of concept that does rudimentary emoji-to-text translation via an IPython input transformer. So, in the Golden Age of AI -- some 60+ years after Kenneth Iverson introduced the chock-full-of-symbols APL -- are valid technical reasons still keeping symbols and pictures out of code, or is their absence more of a programming dogma thing?

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The DistroWatch news feed is brought to you by TUXEDO COMPUTERS. Besgnulinux, a Debian-based Linux distribution with the lightweight JWM window manager as the preferred desktop user interface, has been updated to version 3-2. The new release is available in three separate editions - "Full", "Simple" and "Core". While the first two come with a full graphical environment (the....

The DistroWatch news feed is brought to you by TUXEDO COMPUTERS. The postmarketOS team has announced a new version of its operating system for mobile devices and desktop computers. The new version, 25.12, is based on Alpine Linux 3.23 and includes several improvements from the upgrade, along with updates to the distribution's user interfaces. "As always we target the....

The DistroWatch news feed is brought to you by TUXEDO COMPUTERS. elementary OS is an Ubuntu-based distribution which runs the Pantheon desktop environment. The project's latest release is version 8.1 and it incorporates several small improvements and enhancements all across the desktop, package management, and display stack. Support for ARM hardware has also improved: "Today, we are proud to....

The DistroWatch news feed is brought to you by TUXEDO COMPUTERS. Talos, a specialist Linux-based operating system for running Kubernetes, has been updated to version 1.12.0. This release introduces new network configuration documents, new user volume types, and updates to disk encryption: "Welcome to the v1.12.0 release of Talos. What's new? The Kubernetes API server in Talos has been....

The DistroWatch news feed is brought to you by TUXEDO COMPUTERS. This week in DistroWatch Weekly:
Review: The best open source operating systems of 2025
News: Firefox adopts AI components, Asahi Linux works to improve the install experience, Mageia team plans for version 10
Questions and answers: Is software ever truly completed?
Released last week: Emmabuntus DE6-1.00, Kicksecure 18.0.8.7, MidnightBSD 4.0, Rhino....

The DistroWatch news feed is brought to you by TUXEDO COMPUTERS. The Qubes project has a new stable release, Qubes OS 4.3.0, which updates the project's templates for Fedora, Debian and Whonix. The release announcement shares the key changes: "We're pleased to announce the stable release of Qubes OS 4.3.0. This minor release includes a host of new features,....

The DistroWatch news feed is brought to you by TUXEDO COMPUTERS. Barry Kauler has announced the release of EasyOS 7.1, an updated build of the project's experimental Linux distribution built from Devuan: "woofQ2-built EasyOS has version numbering starting from 7.0. It is built from Devuan 'Excalibur' (equivalent to Debian 'Trixie') binary packages, with major structural changes, including based on....

The DistroWatch news feed is brought to you by TUXEDO COMPUTERS. The Synex distribution is based on Debian's "Stable" branch and offers a range of desktop variant along with a specialist server edition. Synex 13 "Server" offers predictable networking settings and a custom storage manager which simplifies LVM and encryption management. "ServerHub continues as the modular framework for enterprise....

The DistroWatch news feed is brought to you by TUXEDO COMPUTERS. Chimera Linux is an independent distribution which uses an unusual combination of technologies behind the scenes. Chimera Linux uses BSD userland command-line tools, the Clang/LLVM compiler toolchain, Dinit for service management, and APK for package management. The project's latest snapshot introduces a text-based system installer: "This set has....

The DistroWatch news feed is brought to you by TUXEDO COMPUTERS. The Linux Mint team have announced the availability of Linux Mint 22.3 beta. The new development snapshot introduces Cinnamon 6.6 with several small improvements along with a new troubleshooting application. "Linux Mint 22.3 is a long-term support release which will be supported until 2029. It comes with updated....

An anonymous reader quotes a report from TechCrunch: Across Uzbekistan, a network of about a hundred banks of high-resolution roadside cameras continuously scan vehicles' license plates and their occupants, sometimes thousands a day, looking for potential traffic violations. Cars running red lights, drivers not wearing their seatbelts, and unlicensed vehicles driving at night, to name a few. The driver of one of the most surveilled vehicles in the system was tracked over six months as he traveled between the eastern city of Chirchiq, through the capital Tashkent, and in the nearby settlement of Eshonguzar, often multiple times a week. We know this because the country's sprawling license plate-tracking surveillance system has been left exposed to the internet. Security researcher Anurag Sen, who discovered the security lapse, found the license plate surveillance system exposed online without a password, allowing anyone access to the data within. It's not clear how long the surveillance system has been public, but artifacts from the system show that its database was set up in September 2024, and traffic monitoring began in mid-2025. The exposure offers a rare glimpse into how such national license plate surveillance systems work, the data they collect, and how they can be used to track the whereabouts of any one of the millions of people across an entire country. The lapse also reveals the security and privacy risks associated with the mass monitoring of vehicles and their owners, at a time when the United States is building up its nationwide array of license plate readers, many of which are provided by surveillance giant Flock.

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Under pressure from the Digital Markets Act, Apple's iOS 26.3 adds AirPods-style proximity pairing and notification support for third-party accessories in the EU. The changes will roll out to European users in 2026. MacRumors reports: The Digital Markets Act requires Apple to provide third-party accessories with the same capabilities and access to device features that Apple's own products get. In iOS 26.3, EU wearable device makers can now test proximity pairing and improved notifications. Here are the new capabilities that Apple is adding: - Proximity pairing - Devices like earbuds will be able to pair with an iOS device in an AirPods-like way by bringing the accessory close to an iPhone or iPad to initiate a simple, one-tap pairing process. Pairing third-party devices will no longer require multiple steps. - Notifications - Third-party accessories like smart watches will be able to receive notifications from the iPhone. Users will be able to view and react to incoming notifications, which is functionality normally limited to the Apple Watch. Notifications can only be forwarded to one connected device at a time, and turning on notifications for a third-party device disables notifications to an Apple Watch.

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A group of authors led by John Carreyrou has filed a new lawsuit against Anthropic, Google, OpenAI, Meta, xAI, and Perplexity, accusing the AI firms of training models on pirated copies of their books. TechCrunch reports: If this sounds familiar, it's because another set of authors already filed a class action suit against Anthropic for these same acts of copyright infringement. In that case, the judge ruled that it was legal for Anthropic and similar AI companies to train on pirated copies of books, but that it was not legal to pirate the books in the first place. While eligible writers can receive about $3,000 from the $1.5 billion Anthropic settlement, some authors were dissatisfied with that resolution -- it doesn't hold AI companies accountable for the actual act of using stolen books to train their models, which generate billions of dollars in revenue. The plaintiffs in the new lawsuit say the proposed Anthropic settlement "seems to serve [the AI companies], not creators." "LLM companies should not be able to so easily extinguish thousands upon thousands of high-value claims at bargain-basement rates, eliding what should be the true cost of their massive willful infringement."

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Phoronix's Michael Larabel writes: An interesting anecdote from this month's Linux Plumbers Conference in Tokyo is that Meta (Facebook) is using the Linux scheduler originally designed for the needs of Valve's Steam Deck... On Meta Servers. Meta has found that the scheduler can actually adapt and work very well on the hyperscaler's large servers. [...] The presentation at LPC 2025 by Meta engineers was in fact titled "How do we make a Steam Deck scheduler work on large servers." At Meta they have explored SCX_LAVD as a "default" fleet scheduler for their servers that works for a range of hardware and use-cases for where they don't need any specialized scheduler. They call this scheduler built atop sched_ext as "Meta's New Default Scheduler." LAVD they found to work well across the growing CPU and memory configurations of their servers, nice load balancing between CCX/LLC boundaries, and more. Those wishing to learn more about Meta's use and research into SCX-LAVD can find the Linux Plumbers Conference presentation embedded below along with the slide deck (PDF).

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Phoronix's Michael Larabel writes: An interesting anecdote from this month's Linux Plumbers Conference in Tokyo is that Meta (Facebook) is using the Linux scheduler originally designed for the needs of Valve's Steam Deck... On Meta Servers. Meta has found that the scheduler can actually adapt and work very well on the hyperscaler's large servers. [...] The presentation at LPC 2025 by Meta engineers was in fact titled "How do we make a Steam Deck scheduler work on large servers." At Meta they have explored SCX_LAVD as a "default" fleet scheduler for their servers that works for a range of hardware and use-cases for where they don't need any specialized scheduler. They call this scheduler built atop sched_ext as "Meta's New Default Scheduler." LAVD they found to work well across the growing CPU and memory configurations of their servers, nice load balancing between CCX/LLC boundaries, and more. Those wishing to learn more about Meta's use and research into SCX-LAVD can find the Linux Plumbers Conference presentation embedded below along with the slide deck (PDF).

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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.

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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."

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A federal judge blocked Texas' app store age-verification law, ruling it likely violates the First Amendment by forcing platforms to gate speech and collect data in an overly broad way. The law was set to go into effect on January 1, 2026. The Verge reports: In an order granting a preliminary injunction on the Texas App Store Accountability Act (SB 2420), Judge Robert Pitman wrote that the statute "is akin to a law that would require every bookstore to verify the age of every customer at the door and, for minors, require parental consent before the child or teen could enter and again when they try to purchase a book." Pitman has not yet ruled on the merits of the case, but his decision to grant the preliminary injunction means he believes its defenders are unlikely to prevail in court. Pitman found that the highest level of scrutiny must be applied to evaluate the law under the First Amendment, which means the state must prove the law is "the least restrictive means of achieving a compelling state interest." The judge found this is not the case and that it wouldn't even survive intermediate scrutiny, because Texas has so far failed to prove that its goals are connected to its methods. Since Texas already has a law requiring age verification for porn sites, Pitman said that "only in the vast minority of applications would SB 2420 have a constitutional application to unprotected speech not addressed by other laws." Though Pitman acknowledged the importance of safeguarding kids online, he added, "the means to achieve that end must be consistent with the First Amendment. However compelling the policy concerns, and however widespread the agreement that the issue must be addressed, the Court remains bound by the rule of law." "The Texas App Store Accountability Act is the first among a series of similar state laws to face a legal challenge, making the ruling especially significant, as Congress considers a version of the statute," notes The Verge. "The laws, versions of which also passed in Utah and Louisiana, aim to impose age verification standards at the app store level, making companies like Apple and Google responsible for transmitting signals about users' ages to app developers to block users from age-inappropriate experiences." "The state can still appeal the ruling with the Fifth Circuit Court of Appeals, which has a history of reversing blocks on internet regulations."

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