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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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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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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An anonymous reader quotes a report from Ars Technica: CBS cannot contain the online spread of a "60 Minutes" segment that its editor-in-chief, Bari Weiss, tried to block from airing. The episode, "Inside CECOT," featured testimonies from US deportees who were tortured or suffered physical or sexual abuse at a notorious Salvadoran prison, the Center for the Confinement of Terrorism. "Welcome to hell," one former inmate was told upon arriving, the segment reported, while also highlighting a clip of Donald Trump praising CECOT and its leadership for "great facilities, very strong facilities, and they don't play games." Weiss controversially pulled the segment on Monday, claiming it could not air in the US because it lacked critical voices, as no Trump officials were interviewed. She claimed that the segment "did not advance the ball" and merely echoed others' reporting, NBC News reported. Her plan was to air the segment when it was "ready," insisting that holding stories "for whatever reason" happens "every day in every newsroom." But Weiss apparently did not realize that the "Inside CECOT" would still stream in Canada, giving the public a chance to view the segment as reporters had intended. Critics accusing CBS of censoring the story quickly shared the segment online Monday after discovering that it was available on the Global TV app. Using a VPN to connect to the app with a Canadian IP address was all it took to override Weiss' block in the US, as 404 Media reported the segment was uploaded to "to a variety of file sharing sites and services, including iCloud, Mega, and as a torrent," including on the recently revived file-sharing service LimeWire. It's currently also available to stream on the Internet Archive, where one reviewer largely summed up the public's response so far, writing, "cannot believe this was pulled, not a dang thing wrong with this segment except it shows truth." "Yo what," joked Reddit user Howzitgoin, highlighting only the word "LimeWire." Another user responded, "man, who knew my nostalgia prof pic would become relevant again, WTF." "Bringing back LimeWire to illegally rip copies of reporting suppressed by the government is definitely some cyberpunk shit," a Bluesky user wrote. "We need a champion against the darkness," a Reddit commenter echoed. "I side with LimeWire."

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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.

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In the late 1980s, Merriam-Webster's Collegiate Dictionary sat on the New York Times best-seller list for 155 consecutive weeks and eventually sold 57 million copies, a figure believed to be second only to the Bible in the United States -- but those days are thoroughly gone. Stefan Fatsis's new book "Unabridged: The Thrill of (and Threat to) the Modern Dictionary" chronicles what Louis Menand describes in The New Yorker as "a losing struggle" for legacy dictionaries to survive in the internet age. The profession has been decimated: an estimated 200 full-time lexicographers worked in the US 25 years ago, and Fatsis believes that number is "probably closer to thirty" today. "By the time I finished this book," Fatsis writes, "it wasn't clear how long flesh-bone-and-blood lexicographers would be needed to chronicle the march of the English language." Merriam-Webster is now owned by Encycloaedia Britannica, another print-era giant that stopped publishing physical volumes in 2012. The company's free website draws about a billion page views annually, but the content has shifted dramatically -- word games, trending slang and ads dominate rather than lexicographic depth. The scale of the challenge facing dictionaries is staggering. One study of digitized library books found the English lexicon grew from about 600,000 words in 1950 to over a million by 2000, and concluded that 52% of English words in printed books are "lexical dark matter" that appears in no standard reference work.

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European public institutions are quietly migrating away from American cloud providers and office software, driven less by policy ambitions in Brussels than by the mundane legal reality that GDPR-mandated risk assessments keep flagging the US CLOUD Act as an unacceptable threat to citizen data. Austria's Federal Ministry for Economy, Energy and Tourism moved 1,200 employees to the open-source platform Nextcloud in four months. Germany's Schleswig-Holstein has already transitioned 24,000 of its 30,000 civil servants to LibreOffice, Nextcloud and Thunderbird. The International Criminal Court in The Hague announced in November 2025 that it would replace Microsoft office software after chief prosecutor Karim Khan was temporarily locked out of his Outlook account. Competition economist Cristina Caffarra estimates that 90% of Europe's digital infrastructure is now controlled by non-European companies. Forrester predicts no European enterprise will fully abandon US hyperscalers in 2026, but these targeted migrations for sensitive government applications are already underway.

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An anonymous reader shares a report: Samsung is breaking new ground with its 2026 lineup of gaming monitors, with the Odyssey 3D G90XH becoming the first to feature a 6K display with "glasses-free 3D." The new monitor comes with a 32-inch IPS panel, offering real-time eye-tracking that "adjusts depth and perspective" based on your position, along with a speedy 165Hz refresh rate that you can boost to 330Hz with a Dual Mode feature that switches to 3K. [...] A 6K 3D display isn't the only notable upgrade coming to Samsung's lineup; the company is launching the Odyssey G6 G60H, which it says is the "world's first" 1,040Hz gaming monitor. The 27-inch monitor only supports this ultra-fast refresh rate in HD, while its native 1440p resolution still offers speeds up to a very fast 600Hz. It's also compatible with AMD FreeSync Premium and NVIDIA G-Sync.

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The great return-to-office battle has effectively concluded and a clear pecking order has emerged, according to Sander van 't Noordende, the CEO of Randstad, a staffing giant that places around half a million workers in jobs every week. Remote work is becoming a status symbol reserved for star performers and those possessing rare skills. "You have to be very special to be able to demand a 100% remote job," van 't Noordende told Fortune. "That's increasingly the story. You have to have very special technology skills or some expertise." The equilibrium appears to be settling at a hybrid model of three to four days in office for most workers. Van 't Noordende noted that apart from some banks in major cities, the five-day office week isn't returning as the norm despite hardline mandates from companies like Amazon and JPMorgan. Korn Ferry predicted this "hybrid hierarchy" at the start of 2025, forecasting that flexibility would become a perk reserved for top talent. At some companies, high performers are already being offered flexible schedules as a bonus while mid-range employees don't get the privilege, the Wall Street Journal reported.

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Australia is on track for a significant expansion of desalination capacity -- converting seawater to freshwater -- to meet the needs of a swelling population at a time of declining average rainfall. From a report: The world's driest inhabited continent is projected to build or expand 11 desalination plants worth more than A$23 billion ($15 billion) over the next 10 years, according to a research report by Dominic McNally at Oxford Economics. "Our population growth forecasts imply an additional 190GL/year in household water demand across major cities by 2035, while the booming data center industry also threatens to rapidly expand urban water use," he said. "This growing demand coincides with falling average rainfall in major population centers, increasing the vulnerability of existing infrastructure." Water construction activity slowed after 2010 as a severe drought receded. However, recent dry periods have reignited interest in water security and coincide with a new boom in water infrastructure investment, including desalination, McNally said.

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Asus has been showcasing its new 5K 27-inch ROG Strix 27 Pro gaming monitor running at 5,120 x 2,880 resolution and up to 180Hz, but even Nvidia's flagship RTX 5090 struggles to deliver smooth frame rates at this demanding pixel count. In testing conducted by Asus, the RTX 5090D -- a Chinese-exclusive variant with weaker AI performance -- achieved just 51 frames per second in a Cyberpunk 2077 benchmark at ultra ray traced settings. The test system ran an AMD Ryzen 9950X3D processor, had DLSS set to balanced, and kept frame generation disabled. The same configuration running at 4K managed 77 fps, around 50% higher. The underlying math is simple: 5K resolution requires rendering 78% more pixels than 4K. That 218 PPI pixel density delivers impressive sharpness up close, but Asus chose an IPS panel over OLED technology to reach it, trading away deeper black levels and faster response times. Asus appears to be positioning the monitor as a dual-mode display -- 5K for productivity and video, 1440p at up to 330Hz for gaming. Early Chinese listings have it priced at the equivalent of $800, roughly what you'd pay for a larger 4K OLED panel.

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Speaking of Italy's competition authority , it has fined Ryanair $301 million for abusing its dominant market position to limit sales of tickets by online travel agents. The Guardian: The authority said Europe's largest airline had "implemented an abusive strategy to hinder travel agencies" via an "elaborate strategy" of technical obstacles for agents and passengers to make it difficult for online travel agents to sell Ryanair tickets and instead force sales through its own website. The fine related to Ryanair's conduct between April 2023 and at least until April 2025, the authority said on Tuesday. It said Ryanair had prevented online travel agents from selling tickets on its flights in combination with other airlines and services, weakening competition. Ryanair said it would immediately appeal against the "legally flawed" ruling.

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Tech giants Google and Apple are asking some employees with H-1B visas to reconsider international travel, as their legal teams warned that visa processing delays could keep employees abroad for months, according to Business Insider. From a report: Law firms representing the tech giants sent memos advising staff who require visa stamps for reentry to stay in the U.S., warning that international travel could entangle them in visa screening delays following the introduction of a new social media screening requirement, according to the news agency. The policy subjects H-1B workers and their dependents to reviews of their social media histories. "Please be aware that some US Embassies and Consulates are experiencing significant visa stamping appointment delays, currently reported as up to 12 months," BAL Immigration Law, which represents Google, said in a memo obtained by Business Insider. The law firm said the delays were affecting H-1B, H-4, F, J and M visas.

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Apple has been fined $116 million by Italy's antitrust regulator over the "excessively burdensome" privacy rules it imposes on third-party apps. From a report: The Italian Competition Authority (AGCM) says that Apple abused its dominant app store market position by burdening developers with "disproportionate" terms around data collection that exceed privacy law requirements, compared to rules for native iOS apps. The fine specifically targets the App Tracking Transparency (ATT) policy Apple launched in 2021, which requires third-party developers to ask users for consent twice to track their data across other apps and websites. Apple's own apps can obtain this permission in a single tap. AGCM says that the burden of consenting twice led to a reduction in user consent rates for advertising profiling, thus harming developers whose business models depend upon revenue generated by personalized ads.

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