fidzu : geek

On February 24th, the Vera C. Rubin Observatory activated its automated alert system, sending out roughly 800,000 real-time notifications flagging asteroids, supernovae, flaring black holes and "other transient celestial events," reports Scientific American. And this is only the beginning -- that number is projected to climb into the millions as it continues scanning the ever-changing sky. From the report: The astronomical observatory equipped with world's largest camera hit a key milestone on February 24, when a complex data-processing system pushed hundreds of thousands of alerts out to scientists eager to pore over its most exciting sightings. The Vera C. Rubin Observatory began operations last year, capturing stunning, panoramic time-lapse views of the cosmos with ease. Rubin's first images, based on just 10 hours of observations, let space fans zoom seemingly forever into an overwhelmingly starry sky. But watchful astronomers were always awaiting the next step: the system that would automatically alert them to the most promising activity in the overhead sky amid the 1,000 or so enormous images that Rubin's telescope captures every night. "We can detect everything that changes, moves and appears," said Yusra AlSayyad, an astronomer at Princeton University and Rubin's deputy associate director for data management, to Scientific American last summer. "It's way too much for one person to manually sift through and filter and monitor themselves." So even as they were designing and building the Rubin Observatory itself, scientists were also designing an alert system to help astronomers navigate the flood of data. As soon as the telescope began observations, the team started constructing a static reference image of the entire sky in impeccable detail. Now the data processing systems that support the observatory are starting to automatically compare every new Rubin image to the corresponding section of that background template. The systems identify all of the differences, each of which is individually flagged. The algorithms can also distinguish between a potential supernova and a possible newfound asteroid, for example. Alerting the scientific community is the final, crucial step. Astronomers -- as well as members of the public -- can sign up for notifications based on the type of sighting they're interested in and the brightness of the observation in question. And now that the alerts system has gone live, users receive a tiny, fuzzy image with some astronomical metadata of each observation that fits their criteria -- all just a couple of minutes after Rubin captures the original image.

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28 Feb 2026 10:00am GMT

Southern California's air quality board rejected proposed rules to phase out gas-powered appliances after receiving more than 20,000 opposition comments generated through CiviClick, "the first and best AI-powered grassroots advocacy platform." Phys.org reports: A Southern California-based public affairs consultant, Matt Klink, has taken credit for using CiviClick to wage the opposition campaign, including in a sponsored article on the website Campaigns and Elections. The campaign "left the staff of the Southern California Air Quality Management District (SCAQMD) reeling," the article says. It is not clear how AI was deployed in the campaign, and officials at CiviClick did not respond to repeated requests for comment. But their website boasts several tools, including "state of the art technology and artificial intelligence message assistance" that can be used to create custom advocacy letters, as opposed to repetitive form letters or petitions often used in similar campaigns. When staffers at the air district reached out to a small sample of people to verify their comments, at least three said they had not written to the agency and were not aware of any such messages, records show. But the email onslaught almost certainly influenced the board's June decision, according to agency insiders, who noted that the number of public comments typically submitted on agenda items can be counted on one hand. The proposed rules were nearly two years in the making and would have placed a fee on natural gas-powered water heaters and furnaces, favoring electric ones, in an effort to reduce air pollution in the district, which includes Orange County and large swaths of Los Angeles, Riverside and San Bernardino counties. Gas appliances emit nitrogen oxides, or NOx -- key pollutants for forming smog. The implications are troubling, experts said, and go beyond the use of natural gas furnaces and heaters in the second-largest metropolitan area in the country.

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28 Feb 2026 7:00am GMT

An anonymous reader quotes a report from Wired: OpenAI has fired an employee following an investigation into their activity on prediction market platforms including Polymarket, WIRED has learned. OpenAI CEO of Applications, Fidji Simo, disclosed the termination in an internal message to employees earlier this year. The employee, she said, "used confidential OpenAI information in connection with external prediction markets (e.g. Polymarket)." "Our policies prohibit employees from using confidential OpenAI information for personal gain, including in prediction markets," says spokesperson Kayla Wood. OpenAI has not revealed the name of the employee or the specifics of their trades. Evidence suggests that this was not an isolated event. Polymarket runs on the Polygon blockchain network, so its trading ledger is pseudonymous but traceable. According to an analysis by the financial data platform Unusual Whales, there have been clusters of activities, which the service flagged as suspicious, around OpenAI-themed events since March 2023. Unusual Whales flagged 77 positions in 60 wallet addresses as suspected insider trades, looking at the age of the account, trading history, and significance of investment, among other factors. Suspicious trades hinged on the release dates of products like Sora, GPT-5, and the ChatGPT Browser, as well as CEO Sam Altman's employment status. In November 2023, two days after Altman was dramatically ousted from the company, a new wallet placed a significant bet that he would return, netting over $16,000 in profits. The account never placed another bet. The behavior fits into patterns typical of insider trades. "The tell is the clustering. In the 40 hours before OpenAI launched its browser, 13 brand-new wallets with zero trading history appeared on the site for the first time to collectively bet $309,486 on the right outcome," says Unusual Whales CEO Matt Saincome. "When you see that many fresh wallets making the same bet at the same time, it raises a real question about whether the secret is getting out." [...] Though this is the first confirmed case of a large technology company firing an employee over trades in prediction markets, it's almost certainly not the last. Opportunities for tech sector employees to make trades on markets abound. "The data tells me this is happening all over the place," Saincome says.

Read more of this story at Slashdot.

28 Feb 2026 3:30am GMT

Merkle Tree Certificate support is already in Chrome. Soon, it will be everywhere.

28 Feb 2026 1:26am GMT

"There were assumptions that were made in the strategy that obviously didn't come to fruition."

28 Feb 2026 12:32am GMT

The file system of the Windows operating system is NTFS, whether you're running it on a desktop/laptop or server. It's the only file system Windows can run on and boot from, at least officially, so you're not even given a choice of file systems for the boot volume like you are on, say, desktop Linux. That's about to change, though: Microsoft has finally announced that Windows Server will be able to boot from ReFS. We're excited to announce that Resilient File System (ReFS) boot support is now available for Windows Server Insiders in Insider Preview builds. For the first time, you can install and boot Windows Server on an ReFS-formatted boot volume directly through the setup UI. With ReFS boot, you can finally bring modern resilience, scalability, and performance to your server's most critical volume - the OS boot volume. ↫ chcurlet-msft at Microsoft's Tech Community Without diving too much into the weeds, ReFS can roughly be seen as Microsoft's answer to modern file systems like ZFS and Btrfs, with comparable design goals and feature sets. It's been around since 2012, but only for Windows Server, and with every Windows Server release since, the company has improved performance, added new features, and fixed bugs. Now, in 2026, it seems Microsoft thinks ReFS is ready to be used as a bootable file system for Windows Server. If you want to try this for yourself, you need to be a Windows Insider and make sure you have Windows Server build 29531.1000.260206-1841 or newer. During installation, the Windows installer will ask you to choose between NTFS and ReFS; the rest of the installation process will be pretty much the same as before. Now all we need is to wait for ReFS to become an option on client versions of Windows too, which would mark - arguably - only the second time in history Windows transitioned from one default filesystem to the another.

27 Feb 2026 11:25pm GMT

Can two declining companies form a profitable one?

27 Feb 2026 10:39pm GMT

Encryption backdoors, social media bans for children, creepy age verification for applications - what will they think of next? The latest brilliant idea by US lawmakers sure is a hell of a doozy: legally mandated age verification in every single operating system. Colorado's SB26-051, introduced last month, would require operating systems to register the owner's age, which third-party apps can then leverage to determine if the user is an adult. The bill calls for the device owner to register their birthdate or age, but for the purposes of creating an "age bracket," which can then be shared to an app developer through an API to learn their age range, according to BiometricUpdate.com. Ball also said the legislation was based on California's bill AB 1043, which was passed last year. It too requires OS makers to create a way for the device owner to register their age bracket, which can then be shared to app developers over an API. The California law starts to take effect January 1, 2027. ↫ Michael Kan at PCMag Age verification to protect children sounds innocent enough, but if you have more than two brain cells to rub together it's crystal clear that what we're really looking at is the true end of privacy and online anonymity. If age verification is only used by certain applications, it's easy enough to avoid them, but if it becomes part of Windows, desktop Linux, Android, it's truly game over. Nobody will be anonymous online ever again, and nobody will have any sense of privacy left when opening up their computer. Worse yet, if you do end up using an operating system that doesn't adhere to this law, or you hack out or circumvent the age verification nonsense, you'll automatically become an easy target for law enforcement. Clearly, if you circumvent age verification, you must be up to no good, right? Of course, as we've seen in countries with heavily deteriorating democracies and freedoms, like the US or Hungary, even merely opposing the government will be classified as "up to no good", and let's not even get started about the various minorities these countries are actively trying to eradicate. If something like this is enshrined in law in your country, you're fucked.

27 Feb 2026 10:19pm GMT

FreeBSD has its jails technology, and it seems NetBSD might be getting something similar soon. Jails for NetBSD aims to bring lightweight, kernel-enforced isolation to NetBSD. The system is intended to remain fully NetBSD-native. Isolation and policy enforcement are integrated into the kernel's security framework rather than implemented in a separate runtime layer. It does not aim to become a container platform. It does not aim to provide virtualization. ↫ Matthias Petermann It has all the usual features you have come to expect from jails, like resource quota, security profiles, logging, and so on. Processes inside jails have no clue they're in a jail, and using supervisor mode, jails are descendent from a single process and remain visible in the host process table. Of course, there's many more features listed in the linked article. It's in development and not a default part of NetBSD at this time. The project, led by Matthias Petermann, is developed out of tree, with an unofficial NetBSD 10.1 ISO with the jails feature included available as well.

27 Feb 2026 9:58pm GMT

On Friday, July 18th, 2025, the Arch Linux team was notified that three AUR packages had been uploaded that contained malware. A few maintainers including myself took care of deleting these packages, removing all traces of the malicious code, and protecting against future malicious uploads.

30 Jan 2026 12:00am GMT

While starting this post I realized I have been maintaining personal infrastructure for over a decade! Most of the things I've self-hosted is been for personal uses. Email server, a blog, an IRC server, image hosting, RSS reader and so on. All of these things has all been a bit all over the place and never properly streamlined. Some has been in containers, some has just been flat files with a nginx service in front and some has been a random installed Debian package from somewhere I just forgot.

19 Jan 2026 12:00am GMT

In the recent blog post on the work funded by Sovereign Tech Fund (STF), we provided an overview of the "File Hierarchy for the Verification of OS Artifacts" (VOA) and the voa project as its reference implementation. VOA is a generic framework for verifying any kind of distribution artifacts (i.e. files) using arbitrary signature verification technologies. The voa CLI ⌨️ The voa project offers the voa(1) command line interface (CLI) which makes use of the voa(5) configuration file format for technology backends. It is recommended to read the respective man pages to get …

11 Jan 2026 12:00am GMT