How AI will fail

“Linux Maintainers Can Now Submit AI-Generated Code Without Declaring It​

EditorDavid 2 hours ago		29
Linux maintainers "have ruled that people no longer have to declare their LLM usage," reports XDA Developers, "as Torvalds himself calls a ban on AI 'utterly stupid.'" The first part of this story comes via a message sent to the Linux mailing list. It announces one of the major changes decided during the Maintainers Summit on October 8, 2026, in Prague, Czechia, where submissions to the kernel no longer need to use the "Assisted-by" tag... meaning that people can submit AI-generated code without needing to declare it as such.

In some correspondence regarding concern about this new disclosure removal, the creator of Linux, Linus Torvalds, made his thoughts known... [Torvalds] compares an AI ban to getting rid of text editors, as doing so would prove that someone could write a good commit message without making any mistakes. He then rounds off his argument by asking, "Do you not see how UTTERLY STUPID those kinds of rules would be?" and stating that he simply expects the people working on the Linux kernel to "understand what they are doing."
Here's the last line of Torvalds' post. "Quite honestly, in my experience, the people I respect and call intelligent are not the ones that shy away from using new and interesting tools."

In a related story, Torvalds says he's used AI to help him understand patches that were hard to follow. And this week Torvalds even posted an LLM-assisted patch, reports Tom's Hardware: The development branch purports to fix an old issue with massive cache contention when many CPUs are reading the same file — a scenario potentially encountered when using shared libraries, databases, and web servers. Several developers had already made attempts over the years at fixing the issue, all with varied results, none quite ideal as an all-encompassing solution... He's now posted his solution in a development branch, and claims that he's seen a 23x performance improvement in a dedicated synthetic benchmark, though he notes that actual real-world impact will be far less significant, as "no real load" will witness those figures.
Torvalds used Anthropic's Claude Code, reports The New Stack, and "said the assistant wrote the implementation, tests, and initial documentation, and reviewed the code under his direction. He ran the benchmarks himself, despite having previously criticized developers for claiming AI writes 99% of their code." Tuesday Torvalds submitted a 10-patch series.

"Reviewers have since identified a race condition and raised concerns about memory reclamation," adds The New Stack. "Torvalds has handed further development to Kiryl Shutsemau, a Linux kernel developer who previously worked on the same bottleneck."”
 

"Saudi OpenAI Employee's Arrest Revives Fears US Tech Companies Are Hiring Spies (yahoo.com)1​

Posted by EditorDavid on Sunday October 18, 2026 @12:34AM from the spy-vs-HR dept.
That Saudi national working at OpenAI and arrested by the FBI "has not been charged with foreign espionage," writes the Washington Post, "and the U.S. government has not said whether he was acting alone or as an agent of a foreign government."

But "there are signs that the U.S. government is exploring the latter possibility," they add, citing comments from Chris McGuire, a member of the National Security Council during the Biden administration:The Department of Justice's press release about the incident says that the National Security Division's Counterintelligence and Export Control section, whose responsibility includes prosecuting spies, is assisting with the case... A Washington-based Middle East expert, who spoke on the condition of anonymity to avoid incurring wrath from Saudi Arabia, said he believed the Saudi government was almost certainly involved in some way. "No one does this, not even for patriotism, without getting paid," said the person. And money would not be distributed without agreement by the Saudi royal court, he said. The Saudis lag behind their regional rival, the United Arab Emirates, in artificial intelligence development, he added.
Friday America's Director of National Intelligence told CNBC that espionage, "both commercial espionage, and I would say state-sponsored espionage, are realities. It's something that our private sector companies need to be wary of." (And CNBC adds that"An ex-CIA official, who asked not to be named because they were discussing information that is not public, told CNBC this week that the case is 'probably the tip of the iceberg.'")

The suspect had recently said he helped advise government agencies in Saudi Arabia on technology, reports the New York Times:In an Arabic podcast interview last month, Abdulrahman Alfozan, 35, a Saudi national, said he and other Saudi tech professionals in Silicon Valley had formed a group that advised Saudi organizations, including the kingdom's social insurance agency...

"Silicon Valley is ground zero for espionage from a variety of countries around the world," said Amy Zegart, a professor at Stanford University who specializes in national security and intelligence. She added that she was "troubled" by the OpenAI incident and expected more cases "because these companies are so important."
The Washington Post says the arrest "has ignited a fierce debate about the potential risks of Silicon Valley's international workforce — employees who often hail from nations seeking to rival the AI superpower status of the U.S."Foreign nationals have long formed the backbone of the American tech industry, helping U.S. companies surpass their would-be international rivals... As recently as April, Katrina Mulligan, a senior member of OpenAI's national security team, called for an "accelerated pathway to citizenship" for such workers, referring to foreign hires as a "national strategic asset" at an event on Capitol Hill. She estimated that a significant number of OpenAI's employees were not U.S. citizens, including Chinese nationals. Just half of the 300 top AI researchers in the world, she said, were American.

Other industry leaders — as well as some lawmakers — have long accused top-tier tech companies with many foreign workers of disadvantaging Americans and being breeding grounds for Chinese espionage. Palmer Luckey, CEO of weapons maker Anduril, and venture capitalist Shaun Maguire of Sequoia Capital took to X on Wednesday to revisit arguments that the industry should focus on hiring U.S. citizens. "Silicon Valley has operated with maximum openness and maximum naivete toward foreign tradecraft," Maguire wrote... At OpenAI on Wednesday, employees continued tense conversations about the political implications of the arrest for immigrant workers, two OpenAI employees said, speaking on the condition of anonymity to describe internal discussions... The arrest triggered a discussion on OpenAI's internal Slack messaging platform among employees about whether the incident might increase pressure from the Trump administration on OpenAI to not hire foreign nationals, said one of the people.

In March, Emil Michael, the Pentagon's chief technology officer, wrote in court papers that AI developer Anthropic's reliance on staff with ties to China was among the concerns that fueled the Defense Department's conflict with the AI company."
 

  • “More Details on Arrested Saudi OpenAI Employee, Who is Seeking Release on Bail​

    EditorDavid an hour ago    		13
    More details are emerging about Saudi OpenAI employee Abdulrahman Alfozan, who was arrested by the FBI for allegedly planting a recording device in an executive conference room. Previously Alfozan "was an engineer at Meta," notes the New York Times, "before joining a start-up that went through Y Combinator, the Silicon Valley start-up accelerator. He gained permanent residency status in the United States in 2020, according to court documents, and was hired by OpenAI in July 2025."

    14 months later the conference room recording device was inserted in a USB port on the back of a television, and then concealed in toilet paper, according to a statement from America's Justice Department. (There's even a photo of a device — and a photo of Alfozan entering the executive conference room and appearing to look behind the television where the device was inserted.) The FBI's says a chatbot account associated with Alfozan's spouse showed prompts asking about installing and obfuscating a recording device. And the complaint alleges that OpenAI security personnel also found a bag Alfozan left in a different room which contained his wallet, his ID, and another recording device.

    Discussions in that room included "highly confidential technical, commercial, and strategic information, including proprietary research," according to the FBI, "as well as nonpublic information about Open AI's technical progress and strategic decisions..."

    "If convicted, Alfozan faces a maximum penalty of 5 years in prison and a $250,000 fine, followed by 3 years of supervised release."

    Friday Alfozan's lawyersrequested his release from custody, saying Alfozan agrees to wear an ankle monitor, remain at home, surrender his passport and "not possess any covert audio or video recording or surveillance device." They argue that the one-way ticket he'd purchased to Saudi Arabia just continues a long-standing habit of buying one-way tickets over the years for air travel, since his tech career often involves last-minute changes to meeting schedules, and "70% of the airline bookings in his email since January 2021 (96 of 138) were one-way tickets."

    His lawyers also presented 46 letters of support, including letters from former Meta colleagues, ten company founders and chief executives, and more than a dozen engineers and engineering managers.

  • LinkedIn Fights AI Slop, Now 40% of Its Long-Form Posts​

    EditorDavid 2 hours ago    		13
    "Even LinkedIn is getting tired of your AI-written posts," writes CNN, reporting that the Microsoft-owned, job-oriented social media site "is upping its fight against slop." A report published in July by Pangram, a research firm that tracks AI content online, found that more than 40% of long-form posts on the platform were AI-generated, compared to around 30% on X and Medium and a smaller percentage on Reddit and Substack.... LinkedIn previously offered AI tools to edit or rewrite posts, although it recently scaled the offerings back. But low-quality AI posts are a business problem for LinkedIn. They all start to sound the same, [according to LinkedIn Editor-in-Chief Dan Roth Roth]. If users see too many generic AI posts, instead of content that really teaches them something or gives them a deeper understanding of a professional connection, LinkedIn risks losing them to other platforms.

    In August, LinkedIn rolled out a button letting users flag when a post "seems like AI slop," which was clicked more than 1 million times within its first two weeks. Now, the company is trying to use its own AI systems to help weed out AI slop on the platform and to remind LinkedIn users how to post like humans. The company built a team largely made up of former journalists and social media experts who have an eye for recognizing generic, sloppy content. These experts help train LinkedIn's AI model on what authentic, useful posts look like. If the model flags a post as low-quality, AI-generated content, it'll be less likely to be distributed beyond that user's direct connections.

    Also key to the strategy is a creator management team that acts as "content therapists" for executives, subject matter experts and other LinkedIn users, many of whom have gotten accustomed to the convenience of using AI to write what, on the surface, appear to be polished posts, Roth said. "A lot of times now today, they'll run it through Claude or Gemini or wherever, they'll post it on LinkedIn and it will perform poorly. And then they come to the team and they're like, 'Why did this do badly?'" Roth said. "And the best thing you can do is give it back to them and be like, 'Did you enjoy reading this? Do you see yourself in this?"

    The efforts are showing early signs of success. Improvements to LinkedIn's detection systems have resulted in a 40% decline in views of content classified as AI slop, the platform said last month. That's not to say LinkedIn is entirely opposed to AI, Roth said, adding that "not everyone is a born communicator." But failing to edit or personalize content means it's less likely to reach a wide audience on the platform.”
 

“Websites Are Closing Their Doors to AI Agents​

EditorDavid an hour ago		23
The Verge reports: OpenAI, Meta, Google, Instinct, and others promise their agents can scour the internet on your behalf, doing anything from booking a dinner reservation and cleaning out your inbox to buying new shoes. But what happens when the rest of the internet won't play nice?

In recent weeks, users of services like Meta's Muse, xAI's Grok, OpenAI's Dots, and Instinct have reported blocks preventing their AI agents from performing tasks across top websites. Yelp told TechCrunch that it only allows AI agents that pay for its data licensing program, while Delta Air Lines is preventing them from booking tickets on behalf of users. JPMorgan Chase and Charles Schwab have also confirmed that they're blocking AI agents from accessing accounts due to security concerns. Some users say sites that previously worked with their AI agent are no longer accessible, including Cars.com and Amtrak, suggesting other companies could be quietly blocking them....

Muse, Meta's deceptively cute AI assistant, most recently faced the wrath of Amazon, which said its "continued access" violates its site policies. There are reports of xAI's Grok, Instinct's AI agent, and OpenAI's Dots being unable to use Amazon as well. xAI owner Elon Musk responded by saying that maybe he "should start a competitor to Amazon." The more places bots struggle to access, the greater the questions about how useful they are....

Instead of trying to fight Amazon, [Meta] has partnered with retailers like Walmart, Gap, Sephora, Best Buy, and others, allowing Muse to shop on their sites. At the same time, Shopify has also opened its network of storefronts to AI agents.”
 
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