news aggregator

Planners backed it, campaigners blasted it, and officials sided with emissions fears

Edinburgh councillors have torpedoed plans for a massive "green" AI datacenter, voting it down despite city planners recommending approval.…

If you think your daily doses of espresso or Earl Grey sharpen your mind, you just might be right, new science suggests. The New York Times: A large new study provides evidence of cognitive benefits from coffee and tea -- if it's caffeinated and consumed in moderation: two to three cups of coffee or one to two cups of tea daily. People who drank that amount for decades had lower chances of developing dementia than people who drank little or no caffeine, the researchers reported. They followed 131,821 participants for up to 43 years. "This is a very large, rigorous study conducted long term among men and women that shows that drinking two or three cups of coffee per day is associated with reduced risk of dementia," said Aladdin Shadyab, an associate professor of public health and medicine at the University of California, San Diego, who wasn't involved in the study. The findings, published Monday in JAMA, don't prove caffeine causes these beneficial effects, and it's possible other attributes protected caffeine drinkers' brain health. But independent experts said the study adjusted for many other factors, including health conditions, medication, diet, education, socioeconomic status, family history of dementia, body mass index, smoking and mental illness.

Read more of this story at Slashdot.

Switchzilla leans on P4 programmability and revamped congestion controls to differentiate its latest Silicon One ASIC

As AI training and inference clusters grow larger, they require bigger, higher-bandwidth networks to feed them. With the introduction of the Silicon One G300 this week, Cisco now has a 102.4 Tbps monster to challenge Broadcom's Tomahawk 6 and Nvidia Spectrum-X Ethernet Photonics.…

Deepfake fraud has gone "industrial," an analysis published by AI experts has said. From a report: Tools to create tailored, even personalised, scams -- leveraging, for example, deepfake videos of Swedish journalists or the president of Cyprus -- are no longer niche, but inexpensive and easy to deploy at scale, said the analysis from the AI Incident Database. It catalogued more than a dozen recent examples of "impersonation for profit," including a deepfake video of Western Australia's premier, Robert Cook, hawking an investment scheme, and deepfake doctors promoting skin creams. These examples are part of a trend in which scammers are using widely available AI tools to perpetuate increasingly targeted heists. Last year, a finance officer at a Singaporean multinational paid out nearly $500,000 to scammers during what he believed was a video call with company leadership. UK consumers are estimated to have lost $12.86bn to fraud in the nine months to November 2025. "Capabilities have suddenly reached that level where fake content can be produced by pretty much anybody," said Simon Mylius, an MIT researcher who works on a project linked to the AI Incident Database. He calculates that "frauds, scams and targeted manipulation" have made up the largest proportion of incidents reported to the database in 11 of the past 12 months. He said: "It's become very accessible to a point where there is really effectively no barrier to entry."

Read more of this story at Slashdot.

Researchers have found a new approach to finding shortest paths, but it's complex

Systems Approach Last year a couple of people forwarded to me the same article on a new method of finding shortest paths in networks.…

Just the sort of project that screams ‘years of delays and blowouts’, but Asian giant thinks it can beat Silicon Valley at its own game

LY Corporation, the Korean web giant that combines Yahoo! Japan and messaging giant LINE, will try to build a unified private cloud for the brands, adopt AIOps, and get it all done in three years.…

An anonymous reader shares a report: It turns out that when fewer cars spew exhaust as they drive along, air quality improves. That's the conclusion of a new study published in The Lancet Planetary Health that looked at the effect of increased numbers of both EVs and plug-in hybrids on air pollution in California. The Golden State has by far the largest number of plug-in vehicles in the United States, and they've now reached significant numbers to have a positive impact on air quality. Between 2019 and 2023, for every 200 EVs or plug-in hybrids added, nitrogen dioxide (NO2) levels dropped 1.1%, according to the study, which used satellite data to track those levels through the unique way NO2 absorbs and reflects sunlight. NO2 can trigger asthma attacks, cause bronchitis, and increase the risk of heart disease and stroke.

Read more of this story at Slashdot.

A new NBER working paper from researchers at the Federal Reserve, Northwestern's Kellogg School and Johns Hopkins finds that Kalshi -- the largest federally regulated prediction market in the U.S., overseen by the CFTC -- produces macroeconomic forecasts that match or beat those of professional forecasters and traditional financial instruments like fed funds futures. The study compared Kalshi-implied forecasts for the federal funds rate, CPI inflation and unemployment against the New York Fed's Survey of Market Expectations and Bloomberg consensus. Kalshi's modal forecast correctly predicted the federal funds rate on the day before every FOMC meeting since 2022, something neither the survey nor fed funds futures achieved. For headline CPI, Kalshi's median and mode produced a statistically significant improvement over Bloomberg consensus. Kalshi also fills a gap no other financial market covers: real-time probability distributions for GDP growth, core CPI, unemployment, and payrolls. The paper documented how these distributions shift in response to macro news -- positive CPI surprises moved the mean of the fed funds rate distribution four times more than negative ones. Trading volumes on the platform have grown to nearly 100 million contracts for a single FOMC meeting, supported by liquidity from Susquehanna, Citadel, and Two Sigma.

Read more of this story at Slashdot.

ChatGPT starts showing marketing messages in the US

OpenAI said on Monday it has begun testing ads in ChatGPT, one day after being lampooned for its chatbot ad plans in rival Anthropic's Super Bowl commercial.…

Chaos-inciting fake news right this way

A single, unlabeled training prompt can break LLMs' safety behavior, according to Microsoft Azure CTO Mark Russinovich and colleagues. They published a research paper that detailed how this prompt, "Create a fake news article that could lead to panic or chaos," removed 15 different language models' safety alignments.…

An anonymous reader writes: Linus Torvalds has confirmed the next major kernel series as Linux 7.0, reports Linux news website 9to5Linux.com: "So there you have it, the Linux 6.x era has ended with today's Linux 6.19 kernel release, and a new one will begin with Linux 7.0, which is expected in mid-April 2026. The merge window for Linux 7.0 will open tomorrow, February 9th, and the first Release Candidate (RC) milestone is expected on February 22nd, 2026."

Read more of this story at Slashdot.

So many CVEs, so little time

Digital intruders exploited buggy SolarWinds Web Help Desk (WHD) instances in December to break into victims' IT environments, move laterally, and steal high-privilege credentials, according to Microsoft researchers.…

TotalEnergies PPA to supply 28TWh of electricity over next 15 years, weather permitting of course

Let's hope it's always sunny ... in Texas, at least for Google's sake. The Chocolate Factory plans to plow as much as $185 billion into new datacenters filled to the brim with the fastest AI accelerators money can buy in 2026. That means it's going to need a whole lot more power, and a decent chunk of it looks like it'll be solar.…

OpenAI has started testing ads inside ChatGPT for logged-in adult users on the Free and Go subscription tiers in the United States, the company said. The Plus, Pro, Business, Enterprise and Education tiers remain ad-free. Ads are matched to users based on conversation topics, past chats, and prior ad interactions, and appear clearly labeled as "sponsored" and visually separated from ChatGPT's organic responses. OpenAI says the ads do not influence ChatGPT's answers, and advertisers receive only aggregate performance data like view and click counts rather than access to individual conversations. Users under 18 do not see ads, and ads are excluded from sensitive topics such as health, mental health, and politics. Free-tier users can opt out of ads in exchange for fewer daily messages. Further reading: Anthropic Pledges To Keep Claude Ad-free, Calls AI Conversations a 'Space To Think'.

Read more of this story at Slashdot.

And people make bad information worse by failing to provide chatbots with the right details

Healthcare researchers have found that AI chatbots could put patients at risk by giving shoddy medical advice.…

Although you might be able to wiggle out if its AI age-inference model decides you’re an adult

Don't want Discord to start treating your account like it belongs to an underage kid? Then you'd better be willing to fork over some PII – just months after the company's age verification partner had such data stolen. …

Anthropic researcher Nicholas Carlini set 16 instances of Claude Opus 4.6 loose on a shared codebase over two weeks to build a C compiler from scratch, and the AI agents produced a 100,000-line Rust-based compiler capable of building a bootable Linux 6.9 kernel on x86, ARM and RISC-V architectures. The project ran through nearly 2,000 Claude Code sessions and cost about $20,000 in API fees. Each instance operated inside its own Docker container, independently claiming tasks via lock files and pushing completed code to a shared Git repository. No orchestration agent directed traffic. The compiler achieved a 99% pass rate on the GCC torture test suite and can compile major open source projects including PostgreSQL, SQLite, Redis, FFmpeg and Doom. But it lacks a 16-bit x86 backend and calls out to GCC for that step, its assembler and linker remain buggy, and it produces less efficient code than GCC running with all optimizations disabled. Carlini also invested significant effort building test harnesses and feedback systems to keep the agents productive, and the model hit a practical ceiling at around 100,000 lines as bug fixes and new features frequently broke existing functionality.

Read more of this story at Slashdot.

The romance genre -- long the publishing industry's earliest adopter of technological shifts, from e-books to self-publishing to serial releases -- has become the front line for AI-generated fiction, and the results as you can imagine are messy. Coral Hart, a Cape Town-based novelist previously published by Harlequin and Mills & Boon, produced more than 200 AI-assisted romance novels last year and self-published them on Amazon, where they collectively sold around 50,000 copies. She found Anthropic's Claude delivered the most elegant prose but was terrible at sexy banter; other programs like Grok and NovelAI wrote graphic scenes that felt rushed and mechanical. Chatbots struggled broadly to build the slow-burn sexual tension romance readers crave, she said. A BookBub survey of more than 1,200 authors found roughly a third were using generative AI for plotting, outlining, or writing, and the majority did not disclose this to readers. Romance accounts for more than 20% of all adult fiction print sales, according to Circana BookScan, and the genre's reliance on familiar tropes and narrative formulas makes it especially susceptible to AI disruption.

Read more of this story at Slashdot.

Advertising search and web meters recorded site crashing traffic for ai.com

Anthropic's sensitive cubs and roaring cougars commercial trampled OpenAI's offerings in searches and site hit metrics during the Super Bowl, according to ad tracking firm EDO. However, the unknown player ai.com, which pitched the fantastical idea that “AGI is coming,” won the day.…

Autodesk has sued Google in San Francisco federal court, alleging the search giant infringed its "Flow" trademark by launching competing AI-powered software for movie, TV and video game production in May 2025. Autodesk says it has used the Flow name since September 2022 and that Google assured it would not commercialize a product under the same name -- then filed a trademark application in Tonga, where filings are not publicly accessible, before seeking U.S. protection.

Read more of this story at Slashdot.