Cloudflare suffered its worst network outage in six years on Tuesday, beginning at 11:20 UTC. The disruption prevented the content delivery network from routing traffic for roughly three hours. The failure, writes Cloudflare in a blog post, originated from a database permissions change deployed at 11:05 UTC. The modification altered how a database query returned information about bot detection features. The query began returning duplicate entries. A configuration file used to identify automated traffic doubled in size and spread across the network's machines. Cloudflare's traffic routing software reads this file to distinguish bots from legitimate users. The software had a built-in limit of 200 bot detection features. The enlarged file contained more than 200 entries. The software crashed when it encountered the unexpected file size. Users attempting to access websites behind Cloudflare's network received error messages. The outage affected multiple services. Turnstile security checks failed to load. The Workers KV storage service returned elevated error rates. Users could not log into Cloudflare's dashboard. Access authentication failed for most customers. Engineers initially suspected a coordinated attack. The configuration file was automatically regenerated every five minutes. Database servers produced either correct or corrupted files during a gradual system update. Services repeatedly recovered and failed as different versions of the file circulated. Teams stopped generating new files at 14:24 UTC and manually restored a working version. Most traffic resumed by 14:30 UTC. All systems returned to normal at 17:06 UTC.

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An anonymous reader shares a report: California-based TP-Link says it may take a sales hit of more than $1 billion because of erroneous reports that the networking company's technology has been "infiltrated" by Beijing. In a lawsuit, TP-Link claims its competitor, Netgear, orchestrated a smear by planting false claims with journalists and internet influencers with the goal of scaring off customers. Closely held TP-Link, which makes wireless routers, alleges in a complaint filed Monday that Netgear's campaign "threatens injury to well over a billion dollars in sales" and violates a 2024 settlement of a patent fight. That accord, in which TP-Link agreed to pay Netgear $135 million, includes a provision that the public company promises not to disparage its rival, according to the suit in Delaware federal court. The suit comes as TP-Link faces growing scrutiny in Washington over national-security issues. US lawmakers from both parties have expressed concern that TP-Link's wireless equipment could be exploited by Chinese hackers following a series of attacks on its routers.

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An anonymous reader shares a report: Lawyers from the American Civil Liberties Union (ACLU) and Electronic Frontier Foundation (EFF) sued the city of San Jose, California over its deployment of Flock's license plate-reading surveillance cameras, claiming that the city's nearly 500 cameras create a pervasive database of residents movements in a surveillance network that is essentially impossible to avoid. The lawsuit was filed on behalf of the Services, Immigrant Rights & Education Network and Council on American-Islamic Relations, California, and claims that the surveillance is a violation of California's constitution and its privacy laws. The lawsuit seeks to require police to get a warrant in order to search Flock's license plate system. The lawsuit is one of the highest profile cases challenging Flock; a similar lawsuit in Norfolk, Virginia seeks to get Flock's network shut down in that city altogether. "San Jose's ALPR [automatic license plate reader] program stands apart in its invasiveness," ACLU of Northern California and EFF lawyers wrote in the lawsuit. "While many California agencies run ALPR systems, few retain the locations of drivers for an entire year like San Jose. Further, it is difficult for most residents of San Jose to get to work, pick up their kids, or obtain medical care without driving, and the City has blanketed its roads with nearly 500 ALPRs."

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Klarna has claimed that AI-related savings have allowed the buy now, pay later company to increase staff salaries by nearly 60%, but hinted it could slash more jobs after nearly halving its workforce over the past three years. From a report: Chief executive Sebastian Siemiatkowski said headcount had dropped from 5,527 to 2,907 since 2022, mostly as a result of natural attrition, with departing staff replaced by technology rather than by new staff members. The figures add to the impact of an internal artificial intelligence programme, which had steadily reduced its use of outsourced workers including those in customer service, with technology now carrying out the work of 853 full-time staff, up from 700 earlier this year. It meant the company, which was founded in Sweden in 2005, had managed to increase revenues by 108% while keeping operating costs flat. Siemiatkowski told analysts on an earnings call on Tuesday that it was "pretty remarkable, and unheard of as a number, among businesses."

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An anonymous reader shares a report: It's too soon to be talking about the Curse of OpenAI, but we're going to anyway. Since September 10, when Oracle announced a $300 billion deal with the chatbot maker, its stock has shed $315 billion in market value. OK, yes, it's a gross simplification to just look at market cap. But equivalents to Oracle shares are little changed over the same period (Nasdaq Composite, Microsoft, Dow Jones US Software Index), so the $15 billion loss figure [figure updated with stock price] is not entirely wrong. Oracle's "astonishing quarter" really has cost it nearly as much as one General Motors, or two Kraft Heinz.

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Microsoft's Copilot AI assistant in Windows 11 fails to replicate the capabilities shown in the company's TV advertisements. The Verge tested Copilot Vision over a week using the same prompts featured in ads airing during NFL games. When asked to identify a HyperX QuadCast 2S microphone visible in a YouTube video -- a task successfully completed in Microsoft's ad -- Copilot gave multiple incorrect answers. The assistant identified the microphone as a first-generation HyperX QuadCast, then as a Shure SM7b on two other occasions. Copilot couldn't identify the Saturn V rocket from a PowerPoint presentation despite the words "Saturn V" appearing on screen. When asked about a cave image from Microsoft's ad, Copilot gave inconsistent responses. About a third of the time it provided directions to find the photo in File Explorer. On two occasions it explained how to launch Google Chrome. Four times it offered advice about booking flights to Belize. The cave is Rio Secreto in Playa del Carmen, Mexico. Microsoft spokesperson Blake Manfre said "Copilot Actions on Windows, which can take actions on local files, is not yet available." He described it as "an opt-in experimental feature that will be coming soon to Windows Insiders in Copilot Labs, starting with a narrow set of use cases while we optimize model performance and learn." Copilot cannot toggle basic Windows settings like dark mode. When asked to analyze a benchmark table in Google Sheets, it "constantly misread clear-as-day scores both in the spreadsheet and in the on-page review."

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An anonymous reader shares a report: The IRS accessed a database of hundreds of millions of travel records, which show when and where a specific person flew and the credit card they used, without obtaining a warrant, according to a letter signed by a bipartisan group of lawmakers and shared with 404 Media. The country's major airlines, including Delta, United Airlines, American Airlines, and Southwest, funnel customer records to a data broker they co-own called the Airlines Reporting Corporation (ARC), which then sells access to peoples' travel data to government agencies. The IRS case in the letter is the clearest example yet of how agencies are searching the massive trove of travel data without a search warrant, court order, or similar legal mechanism. Instead, because the data is being sold commercially, agencies are able to simply buy access. In the letter addressed to nine major airlines, the lawmakers urge them to shut down the data selling program. Update: after this piece was published, ARC said it already planned to shut down the program. "Disclosures made by the IRS to Senator Wyden confirm that it did not follow federal law and its own policies in purchasing airline data from ARC," the letter reads. The letter says the IRS "confirmed that it did not conduct a legal review to determine if the purchase of Americans' travel data requires a warrant."

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A federal judge ruled Tuesday that Meta did not illegally stifle competition when it acquired Instagram and WhatsApp. The decision marks Big Tech's first major victory against antitrust enforcement that began during President Donald Trump's first term. The U.S. Federal Trade Commission had sought to force Meta to sell or restructure the platforms to restore competition among social media networks. Meta argued it faced competitive pressure from TikTok, YouTube, and Apple's messaging app.

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A majority of global fund managers think companies are overinvesting, as market anxiety grows about the sustainability of the AI spending boom. From a report: A net 20 per cent of fund managers surveyed this month by Bank of America said companies were spending too much on their investments -- the first time this has been a majority view in data running back to 2005. "This jump is driven by concerns over the magnitude and financing of the AI capex boom," said BofA analysts. The surge in investment to develop AI infrastructure has been a dominant theme in the record rally in US tech stocks this year -- with chipmaker Nvidia becoming the world's first $5tn company last month -- but growing concerns about the sustainability of this spending has caused a pullback on Wall Street in recent weeks.

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Google released Gemini 3 on Tuesday, launching its latest AI model with a breakthrough score of 1501 Elo on the LMArena Leaderboard alongside state-of-the-art performance across multiple benchmarks including 91.9% on GPQA Diamond for PhD-level reasoning and 37.5% on Humanity's Last Exam without tool usage. The model is available starting today in the Gemini app, AI Mode in Search for Google AI Pro, Google AI Studio, Vertex AI and the newly launched Google Antigravity agentic development platform. Third-party platforms including Cursor, GitHub, JetBrains, Manus, and Replit are also gaining access. Separately, Google said AI Overviews now have 2 billion users every month. Gemini app has topped 650 million users per month.

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Microsoft has rolled out a new preview build for Windows 11 Insiders in the Dev and Beta Channel this week that introduces a new toggle called 'experimental agentic features' that can be enabled or disabled in the Windows Settings app. From a report: According to Microsoft, this new toggle is designed to "allow agents to use new Windows agentic features." The company says the feature will work with AI-powered apps, which "help you automate everyday tasks -- like organizing files, scheduling meetings, or sending emails -- so you can spend less time on busy work and more time on what matters most. One powerful way apps are implementing AI today is by interacting with your apps and your files, using vision and advanced reasoning to click, type and scroll like a human would." The setting in the Windows Setting says "When this setting is on, agents can use Windows agentic features." Features such as the recently announced Copilot Actions for Windows feature are going to take advantage of this new experimental agentic feature capability.

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Microsoft, Nvidia and OpenAI-rival Anthropic announced strategic partnerships today that will scale Claude on Microsoft Azure and bring up to $15 billion in new investment to the AI startup. Anthropic committed to purchase $30 billion of Azure compute capacity and contract additional capacity up to one gigawatt. Nvidia and Microsoft -- the largest investor in OpenAI -- committed to invest up to $10 billion and up to $5 billion respectively in Anthropic.

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Researchers at the University of Vienna extracted phone numbers for 3.5 billion WhatsApp users by systematically checking every possible number through the messaging service's contact discovery feature. The technique yielded profile photos for 57% of those accounts and profile text for 29 percent. The researchers checked roughly 100 million numbers per hour using WhatsApp's browser-based app. The team warned Meta in April and deleted their data. The company implemented stricter rate-limiting by October to prevent such mass enumeration. Meta called the exposed information "basic publicly available information" and said it found no evidence of malicious exploitation. The vulnerability had been identified before. In 2017, Dutch researcher Loran Kloeze published a blog post detailing the same enumeration technique. Meta responded then that WhatsApp's privacy settings were functioning as designed and denied him a bug bounty reward. The researchers collected 137 million U.S. phone numbers. In India, they found nearly 750 million numbers. They also discovered 2.3 million Chinese numbers and 1.6 million Myanmar numbers, despite WhatsApp being banned in both countries. The researchers analyzed the cryptographic keys and found some accounts used duplicate keys. They speculate this resulted from unauthorized WhatsApp clients rather than a platform flaw.

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Every company would be affected if the AI bubble were to burst, the head of Google's parent firm Alphabet has told the BBC. From the report: Speaking exclusively to BBC News, Sundar Pichai said while the growth of artificial intelligence investment had been an "extraordinary moment", there was some "irrationality" in the current AI boom. It comes amid fears in Silicon Valley and beyond of a bubble as the value of AI tech companies has soared in recent months and companies spend big on the burgeoning industry. Asked whether Google would be immune to the impact of the AI bubble bursting, Mr Pichai said the tech giant could weather that potential storm, but also issued a warning. "I think no company is going to be immune, including us," he said. In a wide-ranging exclusive interview at Google's California headquarters, he also addressed energy needs, slowing down climate targets, UK investment, the accuracy of his AI models, and the effect of the AI revolution on jobs.

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An outage at Cloudflare that began moments ago has knocked many popular websites, including ChatGPT and X, according to user reports. Cloudflare says on its website: "Cloudflare is aware of, and investigating an issue which potentially impacts multiple customers. Further detail will be provided as more information becomes available." Update: In a statement after the outage was resolved, Cloudflare CTO said: Earlier today we failed our customers and the broader Internet when a problem in Cloudflare network impacted large amounts of traffic that rely on us. The sites, businesses, and organizations that rely on Cloudflare depend on us being available and I apologize for the impact that we caused. Transparency about what happened matters, and we plan to share a breakdown with more details in a few hours. In short, a latent bug in a service underpinning our bot mitigation capability started to crash after a routine configuration change we made. That cascaded into a broad degradation to our network and other services. This was not an attack. That issue, impact it caused, and time to resolution is unacceptable. Work is already underway to make sure it does not happen again, but I know it caused real pain today. The trust our customers place in us is what we value the most and we are going to do what it takes to earn that back.

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An anonymous reader shares a report: When Nigel Morris tells you he's worried about the economy, you listen. As industry observers know, Morris co-founded Capital One and pioneered lending to subprime borrowers, building an empire on understanding exactly how much financial stress the average American can handle. Now, as an early investor in Klarna and other buy-now-pay-later companies like Aplazo in Mexico, he's watching something that makes him deeply uncomfortable. "To see that people are using [BNPL services] to buy something as basic and fundamental as groceries," Morris told me on stage at Web Summit in Lisbon this week, "I think is a pretty clear indication that a lot of people are struggling." The statistics back up his unease. Buy-now-pay-later services have exploded to 91.5 million users in the United States, according to the financial services firm Empower, with 25% using the services to finance their groceries as of earlier this year, according to survey data released in late October by lending marketplace Lending Tree. These aren't discretionary purchases -- the designer bags and latest Apple headphones that BNPL was marketed for originally. Borrowers aren't paying it all back, either. According to Lending Tree, default rates are accelerating: 42% of BNPL users made at least one late payment in 2025, up from 39% in 2024 and 34% in 2023.

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An anonymous reader shares a report: Harvard is ramping up its holdings in cryptocurrency. The nation's oldest university reported a $443 million investment in BlackRock's iShares Bitcoin Trust in the third quarter. The school now holds 6.8 million shares of the exchange-traded fund, up from 1.9 million in the second quarter. The digital currency amounts to a little less than 1% of the school's $57 billion endowment. Other schools are bullish on crypto as well. Brown University reported holding $13 million of the BlackRock bitcoin ETF in the second quarter and Emory University reported holding $20 million of Grayscale's Bitcoin Mini Trust ETF as of March.

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Abstract of a paper on NBER: This paper documents video consumption among school-aged children in the U.S. and explores its impact on human capital development. Video watching is common across all segments of society, yet surprisingly little is known about its developmental consequences. With a bunching identification strategy, we find that an additional hour of daily video consumption has a negative impact on children's noncognitive skills, with harmful effects on both internalizing behaviors (e.g., depression) and externalizing behaviors (e.g., social difficulties). We find a positive effect on math skills, though the effect on an aggregate measure of cognitive skills is smaller and not statistically significant. These findings are robust and largely stable across most demographics and different ways of measuring skills and video watching. We find evidence that for Hispanic children, video watching has positive effects on both cognitive and noncognitive skills -- potentially reflecting its role in supporting cultural assimilation. Interestingly, the marginal effects of video watching remain relatively stable regardless of how much time children spend on the activity, with similar incremental impacts observed among those who watch very little and those who watch for many hours.

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Authorities in Iran have sprayed clouds with chemicals to induce rain, in an attempt to combat the country's worst drought in decades. From a report: Known as cloud-seeding, the process was conducted over the Urmia lake basin on Saturday, Iran's official news agency Irna reported. Urmia is Iran's largest lake, but has largely dried out leaving a vast salt bed. Further operations will be carried out in east and west Azerbaijan, the agency said. Rainfall is at record lows and reservoirs are nearly empty. Last week President Masoud Pezeshkian warned that if there is not enough rainfall soon, Tehran's water supply could be rationed and people may be evacuated from the capital. Cloud seeding involves injecting chemical salts including silver or potassium iodide into clouds via aircraft or through generators on the ground. Water vapour can then condense more easily and turn into rain. The technique has been around for decades, and the UAE has used it in recent years to help address water shortages. Iran's meteorological organisation said rainfall had decreased by about 89% this year compared with the long-term average, Irna reported.

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An anonymous reader shares a report: The use of AI in the latest Call of Duty has prompted a US lawmaker to call for regulations to prevent artificial intelligence from taking jobs away from human workers. Rep. Ro Khanna (D-Calif.), who represents a large swathe of Silicon Valley, took aim at Call of Duty: Black Ops 7 after buyers noticed the popular shooter contains a significant amount of AI-generated icons, posters, and achievements. Gamers are criticizing it as filled with "AI slop." On Friday, Khanna tweeted: "We need regulations that prevent companies from using AI to eliminate jobs to extract greater profits." He added, "Artists at these companies need to have a say in how AI is deployed. They should share in the profits. And there should be a tax on mass displacement."

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