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Captchas have largely vanished from the web in 2025, replaced by invisible tracking systems that analyze user behavior rather than asking people to decipher distorted text or identify traffic lights in image grids. Google launched reCaptcha v3 in 2018 to generate risk scores based on behavioral signals during site interactions, making bot-blocking technology "completely invisible" for most users, according to Tim Knudsen, a director of product management at Google Cloud. Cloudflare followed in 2022 by releasing Turnstile, another invisible alternative that sometimes appears as a simple checkbox but actually gathers data from devices and software to determine if users are human. Both companies distribute their security tools for free to collect training data, and Cloudflare now sees 20% of all HTTP requests across the internet. The rare challenges that do surface have become increasingly bizarre, ranging from requests to identify dogs and ducks wearing various hats to sliding a jockstrap across a screen to find matching underwear on hookup sites.

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An anonymous reader shares a report: The Content Overseas Distribution Association (CODA), an anti-piracy organization representing Japanese IP holders like Studio Ghibli and Bandai Namco, released a letter last week asking OpenAI to stop using its members' content to train Sora 2, as reported by Automaton. The letter states that "CODA considers that the act of replication during the machine learning process may constitute copyright infringement," since the resulting AI model went on to spit out content with copyrighted characters. Sora 2 generated an avalanche of content containing Japanese IP after it launched on September 30th, prompting Japan's government to formally ask OpenAI to stop replicating Japanese artwork. This isn't the first time one of OpenAI's apps clearly pulled from Japanese media, either -- the highlight of GPT-4o's launch back in March was a proliferation of "Ghibli-style" images. Altman announced last month that OpenAI will be changing Sora's opt-out policy for IP holders, but CODA claims that the use of an opt-out policy to begin with may have violated Japanese copyright law, stating, "under Japan's copyright system, prior permission is generally required for the use of copyrighted works, and there is no system allowing one to avoid liability for infringement through subsequent objections."

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Amazon deal still dwarfed by $250B Azure commitment made as part of OpenAI's for-profit transformation

OpenAI has signed a seven-year, $38 billion agreement with Amazon Web Services, adding another hyperscaler alongside Microsoft Azure for its growing AI compute needs. Where it's getting all this money was not disclosed.…

A developer operating under the handle @XenoPanther has stripped Windows 7 down to 69MB. The OS boots but runs almost nothing because critical files like common dialog boxes and common controls are missing. @XenoPanther described the project on X as "more of a fun proof of concept rather than something usable." The desktop appears and the genuine check remains intact.

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Accenture to poke around the beleaguered airline's IT infrastructure

Alaska Airlines has called in consultants to advise it on what went wrong during a late October IT meltdown that grounded flights and wreaked havoc for two days.…

The spending will continue until ROI improves

Tech companies continue to sling crazy amounts of money at AI, with Microsoft announcing deals worth billions in Texas and the United Arab Emirates (UAE), while Google parent Alphabet is selling bonds in Europe to raise cash for more AI expansion.…

Old-school cargo heists reborn in the cyber age

Cybercriminals are increasingly orchestrating lucrative cargo thefts alongside organized crime groups (OCGs) in a modern-day resurgence of attacks on freight companies.…

An anonymous reader shares a report: arXiv, a preprint publication for academic research that has become particularly important for AI research, has announced it will no longer accept computer science articles and papers that haven't been vetted by an academic journal or a conference. Why? A tide of AI slop has flooded the computer science category with low-effort papers that are "little more than annotated bibliographies, with no substantial discussion of open research issues," according to a press release about the change. arXiv has become a critical place for preprint and open access scientific research to be published. Many major scientific discoveries are published on arXiv before they finish the peer review process and are published in other, peer-reviewed journals. For that reason, it's become an important place for new breaking discoveries and has become particularly important for research in fast-moving fields such as AI and machine learning (though there are also sometimes preprint, non-peer-reviewed papers there that get hyped but ultimately don't pass peer review muster). The site is a repository of knowledge where academics upload PDFs of their latest research for public consumption. It publishes papers on physics, mathematics, biology, economics, statistics, and computer science and the research is vetted by moderators who are subject matter experts.

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Researchers point to risks in high-stakes applications as well as the potential to spread misinformation

Large language models often fail to distinguish between factual knowledge and personal belief, and are especially poor at recognizing when a belief is false.…

Palantir launched a fellowship that recruited high school graduates directly into full-time work, bypassing college entirely. The company received more than 500 applications and selected 22 for the inaugural class. The four-month program began with seminars on Western civilization, U.S. history, and leaders including Abraham Lincoln and Winston Churchill. Fellows then embedded in client teams working on live projects for hospitals, insurance companies, defense contractors, and government agencies. CEO Alex Karp, who studied at Haverford and Stanford, said in August that hiring university students now means hiring people engaged in "platitudes." The program wraps up in November. Palantir executives said they had a clear sense by the third or fourth week of which fellows were succeeding in the company environment. Fellows who perform well will receive offers for permanent positions without college degrees.

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Memory safety trumps retro computing: Alpha, PA-RISC, m68k, SH4 face the chop in 2026

Debian's APT package manager will have a "hard requirement" on Rust from May 2026. This move may make some rather big waves.…

Microsoft AI chief Mustafa Suleyman says only biological beings are capable of consciousness, and that developers and researchers should stop pursuing projects that suggest otherwise. From a report: "I don't think that is work that people should be doing," Suleyman told CNBC in an interview this week at the AfroTech Conference in Houston, where he was among the keynote speakers. "If you ask the wrong question, you end up with the wrong answer. I think it's totally the wrong question." Suleyman, Microsoft's top executive working on artificial intelligence, has been one of the leading voices in the rapidly emerging field to speak out against the prospect of seemingly conscious AI, or AI services that can convince humans they're capable of suffering.

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An anonymous reader shares a report: Chinese President Xi Jinping joked about security backdoors while presenting a pair of Xiaomi smartphones to his South Korean counterpart, a rare moment of spontaneous levity captured during a week of tense trade negotiations with Donald Trump. Xi, in South Korea to meet Trump on the sidelines of the Asia-Pacific Economic Cooperation summit, presented the pair of devices to Korean President Lee Jae Myung. In a video circulated on social media, Lee asked: "Is the line secure?" Xi chuckled, pointed at the gadgets and replied through an interpreter: "You can check if there's a backdoor." The two leaders burst into laughter. The exchange was striking because the issue of security and alleged espionage is a sensitive one and a major thorn in US-Chinese relations. American lawmakers have raised the possibility that tech companies such as Huawei build backdoors -- ways to gain access to sensitive data -- into their equipment or services, something the firms have repeatedly denied.

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Help me, HOBI-WAN, you're my only hope for lunch

The European Space Agency (ESA) has coined a tortured acronym for its project to feed astronauts on long-duration missions: HOBI-WAN (Hydrogen Oxidizing Bacteria In Weightlessness As a source of Nutrition).…

OpenAI will pay Amazon $38 billion for computing power in a seven-year deal that marks the companies' first partnership. Amazon expects all of the computing capacity negotiated as part of the agreement will be available to OpenAI by the end of next year. The ChatGPT maker will train new AI models using Amazon's data centers and use them to process user queries. The deal is small compared with OpenAI's $300 billion agreement with Oracle and its $250 billion commitment to Microsoft. OpenAI ended its exclusive cloud-computing partnership with Microsoft last month and has since signed almost $600 billion in new cloud commitments. Amazon Web Services is the industry's largest cloud provider, but Microsoft and Google have reported faster cloud-revenue growth in recent years after capturing new demand from AI customers.

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Microsoft has released a patch that fixes a longstanding bug in Windows 11 and Windows 10 where selecting "Update and shut down" would restart the computer instead of powering it off. The issue affected users across both operating systems since Windows 10's initial release. The fix arrived in Windows 11 25H2 Build 26200.7019 and the October 2025 optional update KB5067036. Microsoft confirmed the patch "addressed underlying issue which can cause 'Update and shutdown' to not actually shut down your PC after updating." The problem likely stemmed from the Windows Servicing Stack failing to carry the power-off command through the required reboot phase. During updates Windows must restart into an offline servicing mode to replace system files. The power-off instruction was either cleared or blocked during this transition.

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IEEE survey of senior techies in six countries finds recrutiment for data analytics, and machine learning on the up

Demand for software development skills in AI-related roles is set to fall next year as agentic AI accelerates across business markets, according to an IEEE industry survey.…

But question marks remain over the tech’s biases

London's Metropolitan Police Service (MPS) says the hundreds of live facial recognition (LFR) deployments across the Capital last year led to 962 arrests, according to a new report on the controversial tech's use.…

"During the past two years or so I have been slow-rolling an effort to port the Linux kernel to WebAssembly," reads a surprising post on the Linux kernel mailing list. I'm now at the point where the kernel boots and I can run basic programs from a shell. As you will see if you play around with it for a bit, it's not very stable and will crash sooner or later, but I think this is a good first step. Wasm is not necessarily only targeting the web, but that's how I have been developing this project... This is Linux, booting in your browser tab, accelerated by Wasm. Phoronix warns that "there are stability issues and it didn't take me long either to trigger crashes for this Linux kernel WASM port when running within Google Chrome."

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Does Discord need some stars for when Management is watching?

The maker of the Grand Theft Auto game series, Rockstar Games, has fired more than 30 coders and graphic designers in an act described by the Independent Workers' Union of Great Britain (IWGB) as "the most blatant and ruthless act of union busting in the history of the games industry."…