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Portables (Apple)

Apple MacBook Neo Beats Every Single x86 PC CPU For Single-Core Performance (notebookcheck.net) 329

Posted by BeauHD from the would-you-look-at-that dept.
Early benchmarks show the A18 Pro-powered MacBook Neo beating every current x86 CPU in single-core Cinebench performance, including chips from Intel and AMD. Notebookcheck reports: We have performed a couple of benchmarks and were particularly impressed by the single-core performance. Not in the short Geekbench test, but in Cinebench 2024, where a single-core test takes about 10 minutes. The A18 Pro consumes between 3.5-4 Watts in this scenario and scores 147 points. This means it is faster than every other x86 processor in our database, including the two desktop processors Intel Core Ultra 9 285K & AMD Ryzen 9 9950X3D. This also means the MacBook Neo beats every modern mobile processor from AMD, Intel and also Qualcomm, even though the upcoming Snapdragon X2 chips should be a bit faster. The A18 Pro is also slightly faster than Apple's own M3 generation in this scenario. Further reading: ASUS Executive Says MacBook Neo is 'Shock' to PC Industry
Oracle

OpenAI Is Walking Away From Expanding Its Stargate Data Center With Oracle (cnbc.com) 41

Posted by BeauHD from the logical-decisions dept.
OpenAI is reportedly backing away from expanding its AI data center partnership with Oracle because newer generations of Nvidia GPUs may arrive before the facility is even operational. CNBC reports: Artificial intelligence chips are getting upgraded more quickly than data centers can be built, a market reality that exposes a key risk to the AI trade and Oracle's debt-fueled expansion. OpenAI is no longer planning to expand its partnership with Oracle in Abilene, Texas, home to the Stargate data center, because it wants clusters with newer generations of Nvidia graphics processing units, according to a person familiar with the matter.

The current Abilene site is expected to use Nvidia's Blackwell processors, and the power isn't projected to come online for a year. By then, OpenAI is hoping to have expanded access to Nvidia's next-generation chips in bigger clusters elsewhere, said the person, who asked not to be named due to confidentiality. In a post on X, Oracle called the reports "false and incorrect." However, it only said existing projects are on track and didn't address expansion plans.

CNBC notes: "Oracle secured the site, ordered the hardware, and spent billions of dollars on construction and staff, with the expectation of going bigger."
Programming

Stack Overflow Went From 200,000 Monthly Questions To Nearly Zero (stackexchange.com) 125

Posted by msmash from the how-about-that dept.
Stack Overflow's monthly question volume has collapsed to about 300 -- levels not seen since the site launched in 2009, according to data from the Stack Overflow Data Explorer that tracks the platform's activity over its sixteen-year history.

Questions peaked around 2014 at roughly 200,000 per month, then began a gradual decline that accelerated dramatically after ChatGPT's November 2022 launch. By May 2025, monthly questions had fallen to early-2009 levels, and the latest data through early 2026 shows the collapse has only continued -- the line now sits near the bottom of the chart, barely registering.

The decline predates LLMs. Questions began dropping around 2014 when Stack Overflow improved moderator efficiency and closed questions more aggressively. In mid-2021, Prosus acquired Stack Overflow for $1.8 billion. The founders, Jeff Atwood and Joel Spolsky, exited before the terminal decline became apparent. ChatGPT accelerated what was already underway. The chatbot answers programming questions faster, draws on Stack Overflow's own corpus for training data, and doesn't close questions for being duplicates.
AI

'AI Can't Think' (theverge.com) 289

Posted by BeauHD from the language-doesn't-equal-intelligence dept.
In an essay published in The Verge, Benjamin Riley argues that today's AI boom is built on a fundamental misunderstanding: language modeling is not the same as intelligence. "The problem is that according to current neuroscience, human thinking is largely independent of human language -- and we have little reason to believe ever more sophisticated modeling of language will create a form of intelligence that meets or surpasses our own," writes Riley. A user shares: The article goes on to point out that we use language to communicate. We use it to create metaphors to describe our reasoning. That people who have lost their language ability can still show reasoning. That human beings create knowledge when they become dissatisfied with the current metaphor. Einstein's theory of relativity was not based on scientific research. He developed it as thought experiment because he was dissatisfied with the existing metaphor. It quotes someone who said, "common sense is a collection of dead metaphors." And that AI, at best, can rearrange those dead metaphors in interesting ways. But it will never be dissatisfied with the data it has or an existing metaphor.

A different critique (PDF) has pointed out that even as a language model AI is flawed by its reliance on the internet. The languages used on the internet are unrepresentative of the languages in the world. And other languages contain unique descriptions/metaphors that are not found on the internet. My metaphor for what was discussed was the descriptions of the kinds of snow that exist in Inuit languages that describe qualities nowhere found in European languages. If those metaphors aren't found on the internet, AI will never be able create them.

This does not mean that AI isn't useful. But it is not remotely human intelligence. That is just a poor metaphor. We need a better one. Benjamin Riley is the founder of Cognitive Resonance, a new venture to improve understanding of human cognition and generative AI.
AI

Mira Murati's Stealth AI Lab Launches Its First Product (wired.com) 33

Posted by BeauHD from the less-of-a-black-box dept.
An anonymous reader quotes a report from Wired: Thinking Machines Lab,a heavily funded startup cofounded by prominent researchers from OpenAI, has revealed its first product -- a tool called Tinker that automates the creation of custom frontier AI models. "We believe [Tinker] will help empower researchers and developers to experiment with models and will make frontier capabilities much more accessible to all people," said Mira Murati, cofounder and CEO of Thinking Machines, in an interview with WIRED ahead of the announcement.

Big companies and academic labs already fine-tune open source AI models to create new variants that are optimized for specific tasks, like solving math problems, drafting legal agreements, or answering medical questions. Typically, this work involves acquiring and managing clusters of GPUs and using various software tools to ensure that large-scale training runs are stable and efficient. Tinker promises to allow more businesses, researchers, and even hobbyists to fine-tune their own AI models by automating much of this work.

Essentially, the team is betting that helping people fine-tune frontier models will be the next big thing in AI. And there's reason to believe they might be right. Thinking Machines Lab is helmed by researchers who played a core role in the creation of ChatGPT. And, compared to similar tools on the market, Tinker is more powerful and user friendly, according to beta testers I spoke with. Murati says that Thinking Machines Lab hopes to demystify the work involved in tuning the world's most powerful AI models and make it possible for more people to explore the outer limits of AI. "We're making what is otherwise a frontier capability accessible to all, and that is completely game-changing," she says. "There are a ton of smart people out there, and we need as many smart people as possible to do frontier AI research." "There's a bunch of secret magic, but we give people full control over the training loop," OpenAI veteran John Schulman says. "We abstract away the distributed training details, but we still give people full control over the data and the algorithms."
News

VP.NET Publishes SGX Enclave Code: Zero-Trust Privacy You Can Actually Verify 12

Posted by Slashdot Staff from the dont-trust-verify dept.
VP.NET has released the source code for its Intel SGX enclave on GitHub, allowing anyone to build the enclave and verify its mrenclave hash matches what's running on the servers. This takes "don't trust, verify" from marketing to reality, making privacy claims testable all the way down to hardware-enforced execution.

A move like this could set a new benchmark for transparency in privacy tech.

Comment Re:You don't need 900 tabs (Score 1) 107

Just relabel bookmarks as tabs and there you go.

Its already treating them as bookmarks though.. I just wish mozilla would fix smaller things like giving a site storage size limit that actually worked and didn't just ignore it and also wouldn't churn disk as much for no reason at all.
China

Much of the World's Solar Gear is Made Using Fossil Power in China (asiatimes.com) 275

Posted by EditorDavid from the old-king-coal dept.
China "accounts for more than half of global coal use," reports Asia Times, "even as it builds the world's largest solar-panel and EV industries." Much of the world's solar gear is made on fossil power. The International Energy Agency finds that "coal generates over 60% of the electricity used for global solar PV manufacturing," far above coal's ~36% share of typical grids. That is because over 80% of PV factories sit in Chinese provinces like Xinjiang and Jiangsu, where coal dominates the grid.

China has poured over $50 billion into solar factories since 2011, roughly ten times Europe's investment, cutting panel costs by about 80% and fueling a worldwide solar boom. But those panels were produced on coal. In one analysis, they repay their manufacturing CO2 in only months, meaning the emissions were dumped up-front in China's coal plants. Any major disruption to China's coal power or factories (from grid shocks to trade barriers) could thus send ripples through the global PV market.

China's coal and heavy industries also feed its clean-tech supply chain. Coal-fired steel mills supply the aluminum and metal parts for EVs and panels, and coal chemicals provide battery precursors and silicon for solar... At the same time, Chinese oil and gas giants (CNPC, Sinopec) have set up solar, wind and battery divisions, redirecting fossil profits into green ventures.
Another interesting statistic from the article: "In Thailand, Asia's long-time auto hub, Chinese EV brands now command more than 70% of EV sales."
AI

McDonald's AI Hiring Bot Exposed Millions of Applicants' Data To Hackers 25

Posted by BeauHD from the perils-of-AI dept.
An anonymous reader quotes a report from Wired: If you want a job at McDonald's today, there's a good chance you'll have to talk to Olivia. Olivia is not, in fact, a human being, but instead an AI chatbot that screens applicants, asks for their contact information and resume, directs them to a personality test, and occasionally makes them "go insane" by repeatedly misunderstanding their most basic questions. Until last week, the platform that runs the Olivia chatbot, built by artificial intelligence software firm Paradox.ai, also suffered from absurdly basic security flaws. As a result, virtually any hacker could have accessed the records of every chat Olivia had ever had with McDonald's applicants -- including all the personal information they shared in those conversations -- with tricks as straightforward as guessing the username and password "123456."

On Wednesday, security researchers Ian Carroll and Sam Curryrevealedthat they found simple methods to hack into the backend of the AI chatbot platform on McHire.com, McDonald's website that many of its franchisees use to handle job applications. Carroll and Curry, hackers with along track record of independent security testing, discovered that simple web-based vulnerabilities -- including guessing one laughably weak password -- allowed them to access a Paradox.ai account and query the company's databases that held every McHire user's chats with Olivia. The data appears to include as many as 64 million records, including applicants' names, email addresses, and phone numbers.

Carroll says he only discovered that appalling lack of security around applicants' information because he was intrigued by McDonald's decision to subject potential new hires to an AI chatbot screener and personality test. "I just thought it was pretty uniquely dystopian compared to a normal hiring process, right? And that's what made me want to look into it more," says Carroll. "So I started applying for a job, and then after 30 minutes, we had full access to virtually every application that's ever been made to McDonald's going back years." Paradox.ai confirmed the security findings, acknowledging that only a small portion of the accessed records contained personal data. The company stated that the weak-password account ("123456") was only accessed by the researchers and no one else. To prevent future issues, Paradox is launching a bug bounty program. "We do not take this matter lightly, even though it was resolved swiftly and effectively," Paradox.ai's chief legal officer, Stephanie King, told WIRED in an interview. "We own this."

In a statement to WIRED, McDonald's agreed that Paradox.ai was to blame. "We're disappointed by this unacceptable vulnerability from a third-party provider, Paradox.ai. As soon as we learned of the issue, we mandated Paradox.ai to remediate the issue immediately, and it was resolved on the same day it was reported to us," the statement reads. "We take our commitment to cyber security seriously and will continue to hold our third-party providers accountable to meeting our standards of data protection."
News

VP.net Promises "Cryptographically Verifiable Privacy" (torrentfreak.com) 36

Posted by Slashdot Staff from the next-gen-vpn dept.
TorrentFreak spotlights VP.net, a brand-new service from Private Internet Access founder Andrew Lee (the guy who gifted Linux Journal to Slashdot) that eliminates the classic "just trust your VPN" problem by locking identity-mapping and traffic-handling inside Intel SGX enclaves. The company promises 'cryptographically verifiable privacy' by using special hardware 'safes' (Intel SGX), so even the provider can't track what its users are up to.

The design goal is that no one, not even the VPN company, can link "User X" to "Website Y."

Lee frames it as enabling agency over one's privacy:

"Our zero trust solution does not require you to trust us - and that's how it should be. Your privacy should be up to your choice - not up to some random VPN provider in some random foreign country."
The team behind VP.net includes CEO Matt Kim as well as arguably the first Bitcoin veterans Roger Ver and Mark Karpeles.

Ask Slashdot: Now that there's a VPN where you don't have to "just trust the provider" - arguably the first real zero-trust VPN - are trust based VPNs obsolete?
Patents

Intel Wins Jury Trial Over Patent Licenses In $3 Billion VLSI Fight (reuters.com) 22

Posted by BeauHD from the much-needed-break dept.
A Texas jury ruled that Intel may hold a license to patents owned by VLSI Technology through its agreement with Finjan Inc., both controlled by Fortress Investment Group -- potentially nullifying over $3 billion in previous patent infringement verdicts against Intel. Reuters reports: VLSI has sued Intel in multiple U.S. courts for allegedly infringing several patents covering semiconductor technology. A jury in Waco, Texas awarded VLSI $2.18 billion in their first trial in 2021, which a U.S. appeals court has since overturned and sent back for new proceedings.

An Austin, Texas jury determined that VLSI was entitled to nearly $949 million from Intel in a separate patent infringement trial in 2022. Intel has argued in that case that the verdicts should be thrown out based on a 2012 agreement that gave it a license to patents owned by Finjan and other companies "under common control" with it. U.S. District Judge Alan Albright held the latest jury trial in Austin to determine whether Finjan and VLSI were under the "common control" of Fortress. VLSI said it was not subject to the Finjan agreement, and that the company did not even exist until four years after it was signed.

Comment Re:Bullshit. This is just malware propaganda (Score 1) 55

by gl4ss (#65355609) Attached to: How Riot Games is Fighting the War Against Video Game Hackers

Yes inherently its just running on the customers computer anyway, so they don't actually have control.

Not sending other players locations when not necessary etc would be cooler.

And you can cheat by off-device means anyway, you can do an aimbot that doesn't run any code on the computer now.

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