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AI Models Are Starting To Crack High-Level Math Problems
An anonymous reader quotes a report from TechCrunch: Over the weekend, Neel Somani, who is a software engineer, former quant researcher, and a startup founder, was testing the math skills of OpenAI's new model when he made an unexpected discovery. After pasting the problem into ChatGPT and letting it think for 15 minutes, he came back to a full solution. He evaluated the proof and formalized it with a tool called Harmonic -- but it all checked out. "I was curious to establish a baseline for when LLMs are effectively able to solve open math problems compared to where they struggle," Somani said. The surprise was that, using the latest model, the frontier started to push forward a bit.
ChatGPT's chain of thought is even more impressive, rattling off mathematical axioms like Legendre's formula, Bertrand's postulate, and the Star of David theorum. Eventually, the model found a Math Overflow post from 2013, where Harvard mathematician Noam Elkies had given an elegant solution to a similar problem. But ChatGPT's final proof differed from Elkies' work in important ways, and gave a more complete solution to a version of the problem posed by legendary mathematician Paul Erdos, whose vast collection of unsolved problems has become a proving ground for AI.
For anyone skeptical of machine intelligence, it's a surprising result -- and it's not the only one. AI tools have become ubiquitous in mathematics, from formalization-oriented LLMs like Harmonic's Aristotle to literature review tools like OpenAI's deep research. But since the release of GPT 5.2 -- which Somani describes as "anecdotally more skilled at mathematical reasoning than previous iterations" -- the sheer volume of solved problems has become difficult to ignore, raising new questions about large language models' ability to push the frontiers of human knowledge.
Somani examined the online archive of more than 1,000 Erdos conjectures. Since Christmas, 15 Erdos problems have shifted from "open" to "solved," with 11 solutions explicitly crediting AI involvement.
On GitHub, mathematician Terence Tao identifies eight Erdos problems where AI made meaningful autonomous progress and six more where it advanced work by finding and extending prior research, noting on Mastodon that AI's scalability makes it well suited to tackling the long tail of obscure, often straightforward Erdos problems.
Progress is also being accelerated by a push toward formalization, supported by tools like the open-source "proof assistant" Lean and newer AI systems such as Harmonic's Aristotle.
Read more of this story at Slashdot.
Learners and educators are AI’s new “super users”Learners and educators are AI’s new “super users”Chief Technologist
Google’s 2025 Our Life with AI survey found people are using AI tools to learn new things.Google’s 2025 Our Life with AI survey found people are using AI tools to learn new things.
Categories: Technology
Warhammer Maker Games Workshop Bans Its Staff From Using AI In Its Content or Designs
Games Workshop, the owner and operator of a number of hugely popular tabletop war games, including Warhammer 40,000 and Age of Sigmar, has banned the use of generative AI in its content and design processes. IGN reports: Delivering the UK company's impressive financial results, CEO Kevin Rountree addressed the issue of AI and how Games Workshop is handling it. He said GW staff are barred from using it to actually produce anything, but admitted a "few" senior managers are experimenting with it. Rountree said AI was "a very broad topic and to be honest I'm not an expert on it," then went on to lay down the company line:
"We do have a few senior managers that are [experts on AI]: none are that excited about it yet. We have agreed an internal policy to guide us all, which is currently very cautious e.g. we do not allow AI generated content or AI to be used in our design processes or its unauthorized use outside of GW including in any of our competitions. We also have to monitor and protect ourselves from a data compliance, security and governance perspective, the AI or machine learning engines seem to be automatically included on our phones or laptops whether we like it or not.
We are allowing those few senior managers to continue to be inquisitive about the technology. We have also agreed we will be maintaining a strong commitment to protect our intellectual property and respect our human creators. In the period reported, we continued to invest in our Warhammer Studio -- hiring more creatives in multiple disciplines from concepting and art to writing and sculpting. Talented and passionate individuals that make Warhammer the rich, evocative IP that our hobbyists and we all love."
Read more of this story at Slashdot.
Britain Awards Wind Farm Contracts That Will Power 12 Million Homes
The UK government has awarded guaranteed electricity prices to offshore wind projects totaling 8.4 GW in a bid to revive wind development, attract nearly $30 billion in private investment, and stabilize energy costs. The New York Times reports: On Wednesday, the British government said that it would provide guaranteed electricity prices for a group of wind farms off England, Scotland and Wales that would, once built, provide power for 12 million homes. The 8.4 gigawatts, a power capacity measure, that won support is the largest amount that has been achieved in an auction in Britain. The government said that these wind farms could lead to 22 billion pounds, or almost $30 billion, in private investment.
The government holds regular auctions, roughly on an annual basis. Results have been improving after a failed auction in 2023 that produced no bids from developers. The government almost doubled its original budget for the recent auction to about 1.8 billion pounds per year. To encourage renewable energy sources like offshore wind, Britain offers a price floor to provide certainty for investors. The average floor, or strike price, from the auction on Wednesday was about 91 pounds, or $122 per megawatt-hour, in 2024 prices, up about 11 percent from the last auction.
Over the past year the wholesale price for electricity in Britain was on average about 79 pounds, according to Drax Electric Insights, a market analysis website. The bulk of the planned wind farms that won price supports will be off eastern England. Support will also go to wind farms off Scotland and Wales. The British government wants at least 95 percent of the country's electricity generation to come from clean sources by 2030. Political consensus for ambitious climate goals is eroding in Britain, but the government of Prime Minister Keir Starmer believes that an enormous bet on clean energy, especially offshore wind, is necessary to protect consumers from volatile fossil fuel prices.
Read more of this story at Slashdot.
The Swedish Start-Up Aiming To Conquer America's Full-Body-Scan Craze
An anonymous reader quotes a report from DealBook: Fifteen years ago, Daniel Ek broke into America's digital-content wars with his streaming music start-up, Spotify, which has turned into a publicly traded company with a $110 billion market value. Now he and his business partner, the Swedish entrepreneur Hjalmar Nilsonne, aim to crack a higher-stakes consumer market: American health care. The pair plan to bring Neko Health, the health tech start-up they founded in 2018, to New York this spring, DealBook is first to report.
Mr. Ek and Mr. Nilsonne hope to capitalize on the growing number of prevention-minded Americans who are hungry to track their biometric data. Whether through wearables like Oura rings or more intensive screenings, consumers are turning to technology to improve their health and help spot the early onset of some big killers, including cardiovascular and metabolic diseases. The United States will be the third market, after Sweden and Britain, for Neko Health, which offers full-body diagnostic scans and is valued at roughly $1.7 billion.
[...] Mr. Nilsonne and Mr. Ek said Neko Health's big aim was to change the health care model, in which spending across much of the developed world skyrockets but longevity gains have stalled. They want to make their noninvasive scans as routine as an annual checkup. The company, which advertises its service as "a health check for your future self," did not say what the U.S. scans would cost. But in Stockholm, an hourlong visit at one of its clinics costs 2,750 Swedish krona (about $300). Prenuvo's and Ezra's most comprehensive scans can cost $3,999.
[...] Neko Health's technology differs from that of many of its U.S. rivals. It does not use M.R.I. or X-rays, instead relying on scores of sensors and cameras and a mix of proprietary and off-the-shelf technologies to measure heart function and circulation, and to photograph and map every inch of a patient's body looking for cancerous lesions. At the moment, the company's biggest challenge is scaling.
[...] Mr. Nilsonne said Neko Health scans have detected the early onset of diseases or serious medical conditions for thousands of its patients. But the medical community is divided on the need for proactive screening technologies. The fear is that mass adoption could spur a wave of false positives and send healthy people to seek follow-up medical advice, overwhelming an already swamped health care system. Mr. Ek and Mr. Nilsonne believe they have built a better solution. And now they're ready to test it in the U.S. market.
Read more of this story at Slashdot.
Orion Web Browser for Linux Sees Alpha Release - OMG! Ubuntu
Orion Web Browser for Linux Sees Alpha Release OMG! Ubuntu
Categories: Linux
Are QWERTY Phones Trying To Make a Comeback?
After nearly two decades of touchscreen dominance, QWERTY smartphones are staging a niche comeback, with Clicks and Unihertz unveiling new physical-keyboard phones at CES 2026. Gizmodo reports: At CES 2026, Clicks, the company behind the Clicks keyboard case and the new Power Keyboard, announced plans to sell the Communicator, a "second phone" with a QWERTY keypad. Clicks pitches the $500 phone, launching later this year, as a device primarily intended for messaging -- sending texts, DMs, Slack messages, whatever. The company didn't have a functional unit -- only a mockup dummy to fondle at the show -- but it looked cool enough, even if it'll be a very niche product. It's a cool idea, but how many people will carry a companion phone to their main phone just to shoot off a few DMs? $500 is a lot to ask for that satisfaction.
But Clicks isn't the only one trying to bring back QWERTY phones. Unihertz, makers of the really tiny Jelly Android phones and also Tank phones with massive battery capacities, also teased a new phone with a physical keyboard. The Titan 2 Elite seems to be a less gimmicky version of the Titan 2, which itself was a BlackBerry Passport knockoff but with a bizarre square screen on the backside.
Look closely, and there are some weird similarities between the Clicks Communicator and the Titan 2 Elite. We don't have dimension specs yet, but the screens seem to have the same rounded corners, and even the hole-punch camera is in the same upper-left corner. The only difference seems to be the keyboards; the Communicator uses individual keys, whereas the Titan 2 Elite's keyboard is more BlackBerry-esque. After digging into the Clicks Communicator's specs, a few other features stood out that Slashdotters might appreciate. There's a dedicated 3.5mm headphone jack, a physical "kill switch" (essentially an alert slider), fingerprint scanner and even a customizable notification LED. The last time we saw a phone with a dedicated notification LED was around 2019!
Read more of this story at Slashdot.
Digg Launches Its New Reddit Rival To the Public
Digg is officially back under the ownership of its original founder, Kevin Rose, along with Reddit co-founder Alexis Ohanian. "Similar to Reddit, the new Digg offers a website and mobile app where you can browse feeds featuring posts from across a selection of its communities and join other communities that align with your interests," reports TechCrunch. "There, you can post, comment, and upvote (or 'digg') the site's content." From the report: [T]he rise of AI has presented an opportunity to rebuild Digg, Rose and Ohanian believe, leading them to acquire Digg last March through a leveraged buyout by True Ventures, Ohanian's firm Seven Seven Six, Rose and Ohanian themselves, and the venture firm S32. The company has not disclosed its funding. They're betting that AI can help to address some of the messiness and toxicity of today's social media landscape. At the same time, social platforms will need a new set of tools to ensure they're not taken over by AI bots posing as people.
"We obviously don't want to force everyone down some kind of crazy KYC process," said Rose in an interview with TechCrunch, referring to the 'know your customer' verification process used by financial institutions to confirm someone's identity. Instead of simply offering verification checkmarks to designate trust, Digg will try out new technologies, like using zero-knowledge proofs (cryptographic methods that verify information without revealing the underlying data) to verify the people using its platform. It could also do other things, like require that people who join a product-focused community verify they actually own or use the product being discussed there.
As an example, a community for Oura ring owners could verify that everyone who posts has proven they own one of the smart rings. Plus, Rose suggests Digg could use signals acquired from mobile devices to help verify members -- for instance, the app could identify when Digg users attended a meetup in the same location. "I don't think there's going to be any one silver bullet here," said Rose. "It's just going to be us saying ... here's a platter of things that you can add together to create trust."
Read more of this story at Slashdot.
Cerebras Scores OpenAI Deal Worth Over $10 Billion
Cerebras Systems landed a more than $10 billion deal to supply up to 750 megawatts of compute to OpenAI through 2028, according to a blog post by OpenAI. CNBC reports: The deal will help diversify Cerebras away from the United Arab Emirates' G42, which accounted for 87% of revenue in the first half of 2024. "The way you have three very large customers is start with one very large customer, and you keep them happy, and then you win the second one," Cerebras' co-founder and CEO Andrew Feldman told CNBC in an interview.
Cerebras has built a large processor that can train and run generative artificial intelligence models. [...] "Cerebras adds a dedicated low-latency inference solution to our platform," Sachin Katti, who works on compute infrastructure at OpenAI, wrote in the blog. "That means faster responses, more natural interactions, and a stronger foundation to scale real-time AI to many more people."
The deal comes months after OpenAI worked with Cerebras to ensure that its gpt-oss open-weight models would work smoothly on Cerebras silicon, alongside chips from Nvidia and Advanced Micro Devices. OpenAI's gpt-oss collaboration led to technical conversations with Cerebras, and the two companies signed a term sheet just before Thanksgiving, Feldman said in an interview with CNBC. The report notes that this deal helps strengthen Cerebras' IPO prospects. The $10+ billion OpenAI deal materially improves revenue visibility, customer diversification, and strategic credibility, addressing key concerns from its withdrawn filing and setting the stage for a more compelling refile with updated financials and narrative.
Read more of this story at Slashdot.
Sophisticated VoidLink malware framework targets Linux cloud servers - csoonline.com
Categories: Linux
DoorDash and UberEats Cost Drivers $550 Million In Tips, NYC Says
An anonymous reader quotes a report from Gothamist: City regulators on Tuesday accused Uber and DoorDash of deliberately altering their app interfaces to discourage customers from tipping food delivery workers, a move that has cost the employees more than $550 million over the last two years. A report (PDF) published by the Department of Consumer and Worker Protection argues that food delivery app giants retaliated against minimum wage rules for delivery drivers that took effect in December 2023 by implementing "design tricks" that obscure opportunities to offer a tip in their mobile apps.
DoorDash explicitly blames the new wage rules for removing the simpler tipping option. "In response to regulations in New York City, you will now only be able to add a tip for your Dasher after they have been assigned," a message on the app's checkout page states. Other food delivery apps like GrubHub allow customers the option to add a tip before checking out. The average tip for DoorDash and Uber Eats drivers in the city fell from $2.17 to 76 cents per delivery after the companies made the changes to their apps, the report found. Both companies also issue messages to customers in the city telling them the prices for their orders were "set by an algorithm using your personal data." Further reading: Uber and DoorDash Try To Halt NYC Law That Encourages Tipping
Read more of this story at Slashdot.
US Approves Sale of Nvidia's Advanced AI Chips To China
The U.S. has approved limited sales of Nvidia's H200 AI chips to China, the Department of Commerce said on Tuesday. Exports will be allowed to "approved customers" with security safeguards and a 25% U.S. government cut. The company's most advanced Blackwell chips will remain restricted. The BBC reports: The H200, Nvidia's second-most-advanced semiconductor, had been restricted by Washington over concerns that it would give China's technology industry and military an edge over the U.S. The Commerce Department said the chips can be shipped to China granted that there is sufficient supply of the processors in the U.S.
Nvidia's spokesperson told the BBC that the company welcomed the move, saying it will benefit manufacturing and jobs in the U.S. The Commerce Department's Bureau of Industry and Security said its revised export policy applies to Nvidia's H200 chips, as well as less advanced processors. Chinese customers must also show "sufficient security procedures" and cannot use the chips for military uses.
Chinese embassy spokesman Liu Pengyu told the BBC on Wednesday that Beijing has consistently opposed the "politicization and weaponization of tech and trade issues." "We oppose blocking and restricting China, which disrupts the stability of industrial and supply chains," he said. "This approach does not serve the common interests of both sides."
Read more of this story at Slashdot.
GRUB 2.14 Released with EROFS, Argon2 KDF, and Shim Loader Protocol Support - 9to5Linux
Categories: Linux
Bandcamp Bans AI Music
Bandcamp has announced a ban on music made wholly or substantially by generative AI, aiming to protect human creativity and prohibit AI impersonation of artists. Here's what the music platform had to say: ... Something that always strikes us as we put together a roundup like this is the sheer quantity of human creativity and passion that artists express on Bandcamp every single day. The fact that Bandcamp is home to such a vibrant community of real people making incredible music is something we want to protect and maintain. Today, in line with that goal, we're articulating our policy on generative AI. We want musicians to keep making music, and for fans to have confidence that the music they find on Bandcamp was created by humans.
Our guidelines for generative AI in music and audio are as follows:
- Music and audio that is generated wholly or in substantial part by AI is not permitted on Bandcamp.
- Any use of AI tools to impersonate other artists or styles is strictly prohibited in accordance with our existing policies prohibiting impersonation and intellectual property infringement.
If you encounter music or audio that appears to be made entirely or with heavy reliance on generative AI, please use our reporting tools to flag the content for review by our team. We reserve the right to remove any music on suspicion of being AI generated. We will be sure to communicate any updates to the policy as the rapidly changing generative AI space develops. Given the response around this to our previous posts, we hope this news is welcomed. We wish you all an amazing 2026. [...]
Read more of this story at Slashdot.
House Sysadmin Stole 200 Phones, Caught By House IT Desk
An anonymous reader quotes a report from Ars Technica: According to the government's version of events, 43-year-old Christopher Southerland was working in 2023 as a sysadmin for the House Committee on Transportation and Infrastructure. In his role, Southerland had the authority to order cell phones for committee staffers, of which there are around 80. But during the early months of 2023, Southerland is said to have ordered 240 brand-new phones -- far more than even the total number of staffers -- and to have shipped them all to his home address in Maryland.
The government claims that Southerland then sold over 200 of these cell phones to a local pawn shop, which was told to resell the devices only "in parts" as a way to get around the House's mobile device management software, which could control the devices remotely. It's hard to find good help these days, though, even at pawn shops. At some point, at least one of the phones ended up, intact, on eBay, where it was sold to a member of the public.
This member of the public promptly booted the phone, which did not display the expected device operating system screen but instead "a phone number for the House of Representatives Technology Service Desk." The phone buyer called this number, which alerted House IT staff that government phones were being sold on eBay. According to the government, this sparked a broader investigation to figure out what was going on, which revealed that "several phones purchased by Southerland were unaccounted for." The full scheme is said to have cost the government over $150,000. Southerland was indicted in early December 2025 and arrested on January 8, 2026. He pled not guilty and has a court date scheduled for later this month.
Read more of this story at Slashdot.
Download of the day: GIMP 3.0 is FINALLY Here!
Wow! After years of hard work and countless commits, we have finally reached a huge milestone: GIMP 3.0 is officially released! I am excited as I write this and can't wait to share some incredible new features and improvements in this release. GIMP 2.10 was released in 2018, and the first development version of GIMP 3.0 came out in 2020. GIMP 3.0 released on 16/March/2025. Let us explore how to download and install GIMP 3.0, as well as the new features in this version.
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The post Download of the day: GIMP 3.0 is FINALLY Here! appeared first on nixCraft.
2025-03-18T03:45:26Z
2025-03-18T03:45:26Z
Vivek Gite
How to list upgradeable packages on FreeBSD using pkg
Here is a quick list of all upgradeable packages on FreeBSD using pkg command. This is equivalent to apt list --upgradable command on my Debian or Ubuntu Linux system.
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The post How to list upgradeable packages on FreeBSD using pkg appeared first on nixCraft.
2025-03-16T20:25:39Z
2025-03-16T20:25:39Z
Vivek Gite
Ubuntu to Explore Rust-Based “uutils” as Potential GNU Core Utilities Replacement
In a move that has sparked significant discussion within the Ubuntu Linux fan-base and community, Canonical, the company behind Ubuntu, has announced its intention to explore the potential replacement of GNU Core Utilities with the Rust-based "uutils" project. They plan to introduce new changes in Ubuntu Linux 25.10, eventually changing it to Ubuntu version 26.04 LTS release in 2026 as Ubuntu is testing Rust 'uutils' to overhaul its core utilities potentially. Let us find out the pros and cons and what this means for you as an Ubuntu Linux user, IT pro, or developer.
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The post Ubuntu to Explore Rust-Based “uutils” as Potential GNU Core Utilities Replacement appeared first on nixCraft.
2025-03-16T12:17:36Z
2025-03-16T12:17:36Z
Vivek Gite
How to install KSH on FreeBSD
Installing KSH (KornShell) on FreeBSD can be done with either FreeBSD ports or the pkg command. The ports collection will download the KSH source code, compile it, and install it on the system. The pkg method is easier, and it will download a pre-compiled binary package. Hence, it is recommended for all users. KornShell (KSH) has a long history, and many older Unix systems and scripts rely on it. As a result, KSH remains relevant for maintaining and supporting legacy infrastructure. Large enterprises, especially those with established Unix-based systems, continue to use KSH for scripting and system administration tasks. Some industries where KSH is still commonly used include finance and telecommunications. While Bash has become the dominant shell in many Linux distributions, KSH still holds a significant presence in Unix-like environments, particularly in legacy systems. Therefore, installing KSH and practicing with it is worthwhile if you plan to work in such environments.
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The post How to install KSH on FreeBSD appeared first on nixCraft.
2025-03-03T23:50:59Z
2025-03-03T23:50:59Z
Vivek Gite