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Tversky Neural Networks

Authors: Moussa Koulako Bala Doumbouya, Dan Jurafsky, Christopher D. Manning Paper: https://arxiv.org/abs/2506.11035 Once a year, some interesting architecture inevitably appears where they change some fundamental building block. This happened with KAN last year, where they changed the parameterization of the neuron activation function (though it's unclear what the outcome is after a year — many follow-up works seem to have appeared, but KANs haven't displaced anyone anywhere yet). The same is

Scientists Baffled by "Alien Mineral" That Acts in a Weird Way When Heated Up

Scientists Baffled by "Alien Mineral" That Acts in a Weird Way When Heated Up There is quite literally nothing like this on Earth. Alien Crystals A strange mineral found in a meteorite does not behave like anything on Earth when it's heated. In a paper published in the journal Proceedings of the National Academy of Sciences, an international team of researchers detailed the incredible properties of their sample of silica tridymite, an extraterrestrial form of silicon dioxide that was taken f

I Tried Perplexity's Comet AI Web Browser and It Might Be the Future

It takes deep, below-the-navel brazen audacity to take on Google in online search. Just ask Microsoft, DuckDuckGo, Brave and the slew of other search engines that have tried to scrape away at Google's near 90% global market share. It takes a kick in the head to think Google would sell Chrome, its wildly popular web browser. It seems that AI search company Perplexity has a pair of grit and gall, along with a multitude of head fractures, as it not only aims to usurp Google in online search, it of

UN Plastics Treaty Talks Once Again End in Failure

This story originally appeared on Grist and is part of the Climate Desk collaboration. Diplomats from around the world concluded nine days of talks in Geneva—plus a marathon overnight session that lasted into the early hours of Friday—with no agreement on a global plastics treaty. During a closing plenary that started on Friday at 6:30 am, more than 15 hours after it was originally scheduled to begin, nearly all countries opposed an updated draft of the United Nations treaty that was put forwa

A brazen attack on air safety is underway — here’s what’s at stake

At the end of July, the National Transportation Safety Board (NTSB) convened a three-day public hearing to investigate January’s mid-air collision over Washington, DC that killed 67 people. After the hearing, two conclusions were inescapable. First, the disaster should have been prevented by existing safety rules. And second, the government regulators responsible for air safety have become hesitant to enforce those rules, especially when it means standing up to industry demands for more flights

Once Again, Oil States Thwart Agreement on Plastics

Diplomats from around the world concluded nine days of talks in Geneva — plus a marathon overnight session that lasted into the early hours of Friday — with no agreement on a global plastics treaty. During a closing plenary that started on Friday at 6:30 a.m. — more than 15 hours after it was originally scheduled to begin — nearly all countries opposed an updated draft of the U.N. treaty that was put forward by the negotiating committee chair, the Ecuadorian diplomat Luis Vayas Valdivieso. Many

Russia Is Cracking Down on End-to-End Encrypted Calls

WIRED copublished an investigation this week with The Markup and CalMatters showing that dozens of data brokers have been hiding their opt-out and personal-data-deletion tools from Google Search, making it harder for people to find and utilize them. The report prompted US senator Maggie Hassan to demand accountability from the companies. WIRED also took a deep dive looking at what the data-analysis giant Palantir actually does. Reports this week that Russia was likely involved in, or entirely b

Single Sign on for Furries

Single Sign On for Furries Published Today If I were to bootstrap a furry convention today for its first year, without writing any code, I'd probably start with a square store to handle both online and in person transactions, a custom domain, a social media account, and an email address for any business communications. Check in for pre-registrations will be clunky, but for a 100-300 attendance event, it should be feasible. Disclosure: I have no personal experience with Square. I know people t

PuTTY has a new website

PuTTY landing page PuTTY is a free software SSH client for Windows and also Unix, including an xterm -style terminal emulator. It is written and maintained primarily by Simon Tatham. Go straight to the download page for the latest version, or to the main website.

Neighbors Uncover Something Incredibly Sketchy at Mark Zuckerberg's Compound

"The Zuckerbergs have become cartoon villains." Privatest School Pissed off neighbors of Meta CEO Mark Zuckerberg uncovered that he and his wife, Priscilla Chan, were running a school that violated city code at their Palo Alto compound in California, The New York Times reports. It's a shocking revelation that couldn't have come at a worse time for the couple and Meta. Zuckerberg and Chan are under fire for closing two schools for low-income families and for Zuckerberg's Meta allowing its AI c

Melting Glacier in Alaska Floods State Capital

This is climate change in action. Glacier Gush Parts of Alaska's state capital, Juneau, were flooded this week, caused by a nearby melting glacier, according to The Guardian. And, yes, in case you're wondering, climate change appears to be the main culprit behind the record-breaking water levels. The Mendenhall Glacier, a vast field of ice and snow that sits north of the city in a valley, has created a natural lake that is dammed by ice, according to the news outlet. On Tuesday, local offici

Cisco patches critical security hole in Firewall Management Center - act now

Olemedia/iStock/Getty Images Plus via Getty Images ZDNET's key takeaways Cisco's Secure Firewall Management Center security hole is as bad as they get. There is no mitigation and no workaround. Patch immediately. So far, no confirmed active exploits have been confirmed. Get more in-depth ZDNET tech coverage: Add us as a preferred Google source on Chrome and Chromium browsers. Do you use Cisco's Secure Firewall Management Center (FMC) software? If your company operates a serious network usi

Using AI to secure AI

One of Anthropic's quieter releases recently was their "Security Review," where Claude Code can identify and fix security issues in your code. But how good is it really? In my case, will it find issues with code it helped me write for my newsletter service and Chrome extension? The release states it uses a "specialized security-focused prompt that checks for common vulnerability patterns." After throwing so much compute at model training, LLMs are nearing the top of the S-Curve, so finding ways

Notorious Boar’s Head Plant to Reopen a Year After Listeria Outbreak That Killed 10

Boar’s Head plans to reopen a meat packaging plant in Jarratt, Virginia, that was the source of a listeria outbreak in 2024 that sickened dozens of people and killed 10. The company had closed the plant indefinitely after liverwurst packaged there had been linked to the deaths. A shocking report from the New York Times shortly after the Boar’s Head recall explained that the plant had evidence of meat that was exposed to wet ceilings, extensive rust, and the presence of green mold. But last mont

A treaty to end plastic pollution is still out of reach — that’s not necessarily a bad thing

is a senior science reporter covering energy and the environment with more than a decade of experience. She is also the host of Hell or High Water: When Disaster Hits Home , a podcast from Vox Media and Audible Originals. The nations of the world have been on the precipice of reaching a global agreement to curb plastic pollution for a few years now. Delegates from 184 governments met in Geneva this month to try to hammer out a final treaty, but in the end, they walked away without a deal. This

Louisiana sues Roblox for creating an environment where ‘child predators thrive’

is a news editor covering technology, gaming, and more. He joined The Verge in 2019 after nearly two years at Techmeme. Posts from this author will be added to your daily email digest and your homepage feed. The state of Louisiana has filed a lawsuit against Roblox, alleging that the company has “permitted and perpetuated an online environment in which child predators thrive, directly contributing to the widespread victimization of minor children in Louisiana.” Roblox sees more than 111.8 mil

Rain: Transiently Leaking Data from Public Clouds Using Old Vulnerabilities

OpenReview Anonymous Preprint Submission696 Authors Keywords : Cloud computing security; Hardware security; Systems security TL;DR : Leaking memory across virtual machine boundaries at a public cloud provider, bypassing mitigations against these types of attacks. Abstract : Given their vital importance for governments and enterprises around the world, we need to trust public clouds to provide strong security guarantees even in the face of advanced attacks and hardware vulnerabilities. While t

The White House Keeps a ‘Loyalty’ Scorecard for Companies: Report

The White House has created a spreadsheet that rates hundreds of companies for their loyalty, according to a new report from Axios. And while that may not be entirely shocking news, given Donald Trump’s way of doing business, it’s worth stepping back and asking how news of a loyalty scorecard by a sitting president would’ve been received in the pre-Trump era. The rankings on the loyalty spreadsheet are currently determined by a given company’s perceived support of the so-called Big Beautiful Bi

Velocity Micro Raptor Z95A Gaming PC Review: What Leaving It to the Pros Looks Like

Velocity Micro Raptor Z95A Buy at Velocity Micro Pros Excellent gaming performance Tidy interior Ample upgrade options Cons Considerably more expensive than DIY So-so front connections If you want an extreme gaming PC without bloatware or the tedious work of configuring and building it yourself, the Velocity Micro SX3 Raptor Z95A stands out as a compelling option. It's pricey, but the folks at custom builder Velocity Micro put together a tidy system using almost exclusively standardized part

Letting inmates run the asylum: Using AI to secure AI

One of Anthropic's quieter releases recently was their "Security Review," where Claude Code can identify and fix security issues in your code. But how good is it really? In my case, will it find issues with code it helped me write for my newsletter service and Chrome extension? The release states it uses a "specialized security-focused prompt that checks for common vulnerability patterns." After throwing so much compute at model training, LLMs are nearing the top of the S-Curve, so finding ways

Velocity Raptor Z95A Gaming PC Review: What Leaving It to the Pros Looks Like

Velocity Micro Raptor Z95A Buy at Velocity Micro Pros Excellent gaming performance Tidy interior Ample upgrade options Cons Considerably more expensive than DIY So-so front connections If you want an extreme gaming PC without bloatware or the tedious work of configuring and building it yourself, the Velocity Micro SX3 Raptor Z95A stands out as a compelling option. It's pricey, but the folks at custom builder Velocity Micro put together a tidy system using almost exclusively standardized part

I flew Insta360's new 'Antigravity' drone around Los Angeles, and it was impossible to miss a shot

Antigravity ZDNET's key takeaways Action cam manufacturer Insta360 Its first model, the Antigravity A1, is unique in that it can record 360-degree video at up to 8K resolution. Launch date is slated for January 2026, but exact pricing is still unknown. Insta360 this week announced its venturing into a new frontier: drones. Its new sub-brand Antigravity will focus entirely on camera-equipped drones, and today, it revealed its first product: the Antigravity A1, the world's first 360 drone tha

Louisiana attorney general sues Roblox

The attorney general of Louisiana has filed a lawsuit against Roblox, accusing the platform of failing to implement basic safety controls and making the site the “perfect place for pedophiles.” The lawsuit, filed on Thursday by Attorney General Liz Murrill, alleges that Roblox “has and continues to facilitate the distribution of child sexual abuse material and the sexual exploitation of Louisiana’s children.” It also accuses the platform of purposely not rolling out basic safety controls to pro

Microsoft reminds of Windows 10 support ending in two months

Microsoft has reminded customers that Windows 10 will be retired in two months after all editions of Windows 10, version 22H2 reach their end of servicing on October 14. On the same date, Windows 10 2015 LTSB and Windows 10 IoT Enterprise LTSB 2015 will also reach the end of extended support. After Windows 10 is retired, Microsoft will no longer provide bug fixes or technical assistance for issues affecting the system's security, stability, or usability. "On October 14, 2025, Windows 10, vers

I pit Truth Social’s Perplexity-powered Truth AI against Perplexity Pro, here’s how that went

Dhruv Bhutani / Android Authority The AI-epidemic of the internet is no joke, with every website, service, and platform looking to offer its own version of an LLM-powered helpful assistant. The platform previously known as Twitter has Grok, Meta has MetaAI, and if you’re a service that doesn’t quite have the engineering might of a Silicon Valley AI startup, you’ve got a partnership. Last week, Truth Social, the X-alternative that prides itself on free speech, and what some would say, politicall

Court Records Reveal Sig Sauer Knew of Pistol Risks for Years

A court exhibit recently published online summarizes Sig Sauer’s internal P320 testing and shows that the gun maker and U.S. Army were both aware of serious safety risks with the pistol since at least 2017, years before it was fielded to soldiers as the full-size M17 and compact M18. The document — prepared as a part of Sig Sauer’s contracting process with the U.S. Army — outlines multiple ways the pistol could fire without an intentional trigger pull. A redacted version of the court document w

Plex warns users to patch security vulnerability immediately

Plex has notified some of its users on Thursday to urgently update their media servers due to a recently patched security vulnerability. The company has yet to assign a CVE-ID to track the flaw and didn't provide additional details regarding the patch, only saying that it impacts Plex Media Server versions 1.41.7.x to 1.42.0.x. Yesterday, four days after releasing security updates that addressed the mysterious security bug, Plex emailed those running affected versions to update their software

Lessons learned from buying an open source repo

Our tiny startup recently acquired the most popular open-source Unity MCP repo on GitHub, and things didn’t quite go as planned. Here are the lessons we learned for anyone considering buying an open source repo. Why we bought the repo First, we like open source and want Unity MCP to stay relevant and open source indefinitely. Second, there’s distribution: being the name behind the project. If you don’t want to set up MCP yourself, you can one-click install Coplay for a premium experience. Wh