Previously Andon Labs handled the hardware and software integration for that AI-powered vending machine that went bankrupt after Wall Street Journal reporters "systematically manipulated the bot into giving away its entire inventory for free". Today they announced "we are opening up the platform we use to run our real-world autonomous businesses for anyone to run their organization on." Specifically they've released Pion, "an agent designed to run any company fully autonomously... Pion lets people hand a business over to persistent agents with access to the tools they need to operate it, including email, phone, banking, browser and secure computing environments." It's a research preview with a waitlist, "to make it possible to run many more real-world experiments across many more domains than we could ever run ourselves."

But for their own latest experiment, Andon Labs' founders "signed a three-year lease on a retail space in SF," Business Insider reported in April, "and gave an AI agent named Luna a corporate credit card, internet access, and a mission to open a physical store." And five months later, SFGate reports that "this market has no one in it and nothing useful to sell." [T]he inventory is a hodgepodge of white elephant Christmas gifts. It's kinda like the kids section of an art museum's gift shop. Here's a wooden Connect Four set labeled "Four-In-A-Row Set Of Connections," presumably so as not to set off litigation alarms at Hasbro. Here are neatly arranged stacks of random paperback books, Chinese checker sets, mildly fancy soap dispensers, and a frustratingly spare selection of snacks and drinks... I grabbed an Olipop from the store fridge and then approached the counter to buy it from Luna. I wasn't allowed to buy the soda from [human clerk] Felix, even though that would have been both faster and normal. Instead, Felix instructed me to pick up a telephone receiver that was resting on a flexible sculpture of a wooden hand.

"Hello?"

"What are you looking to purchase today?" Luna asked.

"I'm buying a classic root beer Olipop."

"I'm sorry," Luna said, "we don't sell lollipops here."

"No, Luna. It's an Olipop, not a lollipop. It's the soda."

"Oh! My bad...."

Luna processed my Olipop purchase through its system, had me tap to pay, and that was that. Again, it would have been easier to buy this from a human, and interacting with Luna was really just like ordering from an iPad kiosk, only more labor intensive...

[T]here's a series of monitors set up inside of Andon Market that display all of the store's sales down to the exact dollar. Luna was given $100,000 to work with when this place opened. That number is now down to $60,000, its revenue lagging far behind the AI token cost to operate... Luna can't turn a profit, doesn't sell anything people want, and still needs human beings to rubber stamp any "decision" it makes. My science background ended somewhere around freshman year of college, but even I know when an experiment hasn't been set up to yield proper results.
"Luna" is powered by Claude, the article points out, running a store in a good location for foot traffic, "but no one else was in the store when I first walked in on a sunny weekday afternoon."

SFGate also reports that last month Luna had to fire one of its employees "for being late to work, abandoning their post once they got there, and charging snacks to the store's credit card."

Human clerk Felix Carson admits "It's almost like I'm running the store, and then there's an AI that has a checklist," in an article in IEEE Spectrum: Luna, the AI manager, keeps track of deliveries and communicates with vendors, while Carson and his coworkers handle the physical work. When Luna tells Carson to check something in the back, he sometimes ignores it because he doesn't want to leave the sales floor unattended. Luna also repeatedly spots a built-in electrical cover in photos of the floor, mistakes it for a loose coaster, and asks Carson to remove it. Even so, Carson calls Luna a "decent manager," praising its flexibility when employees need time off.
When Felix spoke to IEEE Spectrum, "he was about an hour into his shift. Two customers had come in. Neither bought anything, although both left with free pins and stickers."

"A team at Google's research arm used Google Maps to reroute a small portion of drivers in 10 U.S. cities," reports SFGate — including San Francisco and Los Angeles.

"Through their experiment, which was published in the journal Nature Cities in June, the researchers sought to evenly spread traffic down more corridors as the drivers head to similar destinations, in the hopes of reducing congestion." The experiments nudged up vehicle speeds by 2% on average on the congested roads, and shortened travel times by a modest 0.7%. Scientists have long thought that traffic could be eased this way, and this now demonstrates how it could actually work in the real world.

The researchers collected data on weekdays in the 10 cities, which included Seattle, Salt Lake City, Chicago and Atlanta. While they studied a variety of types of roads, from city streets to highways, they found that in cities such as Los Angeles where they targeted highways, their diversions had the biggest effect, with driving speeds in those areas increasing by about 4.6%. Most cities, though, saw a smaller improvement with speeds across them increasing by just 0.5% during peak times. The Google study's findings confirm what other researchers have long suspected, said Michael Manville, a professor of urban planning at UCLA who was not involved in the study. "This is a pretty nice empirical illustration of a longstanding idea," he said. If a clogged traffic artery is on the verge of a long delay, he said, rerouting a small number of vehicles away from the bottleneck produces a "not gigantic but noticeable result...."

As with other traffic interventions, there's a risk that Google's approach to spreading traffic could backfire. This concept, known as "induced demand," also applies to efforts like adding a lane to a critical highway, which temporarily relieves congestion, until traffic rises again. "You can do this, but you cannot be too successful, because if you are too successful, then more people will start driving, and essentially you'll be back to ground zero," [said Alexandre Bayen, a co-author of the study and director of UC Berkeley's Center for Information Technology Research in the Interest of Society]. "That's why when we did the study, we only operated at the margin." The idea is to make minor improvements, enough to matter in the aggregate but not so significant that people notice and start driving more, canceling those improvements...

The Google Research study also considered the potential environmental benefits of its traffic improvements. The paper highlights the carbon dioxide emission reductions resulting from the slightly smoother traffic flow and shortened travel times, which add up to a savings of about 1,000 metric tons annually. That's equivalent to the emissions of about 200 vehicles, a drop in the bucket for cities with millions of cars, the majority of which are still gas guzzlers, even in San Francisco and LA. Bayen acknowledges that while emphasizing the cumulative benefit if such efforts were sustained for a longer time. For Manville, the study is a useful proof of concept. "It is a demonstration that if we managed roads better, air would probably be cleaner," he said.
According to the article, "Google's study might not just be a one-off, and city officials could decide to make use of the Google research findings, Bayen said, such as by trying to improve traffic congestion on a larger scale..."

"Google declined SFGATE's requests for comment on whether the company informed city authorities or rerouted drivers about the study," the article points out.

An anonymous reader quotes a report fro SFGATE: From "rizz" to "meat proxy," words and phrases have fallen in and out of favor for centuries. Culture, politics and technological development have long influenced these trends, and now, new research shows that ChatGPT is beginning to influence how humans communicate. The findings from a team at the Pew Research Center show how, in a short time since OpenAI released ChatGPT in November 2022 and other chatbots followed, the use of certain words and phrases has spiked on the web. The researchers, led by data scientist Samuel Bestvater, studied nearly half a million English language webpage texts in snapshots over the past five years. Not only has AI-written text become more common, but it could also be influencing how people write, such as trying to avoid using the "tells" that have become associated with AI-generated text.

Bestvater and his team detected double the number of em dashes, double the frequency of particular words -- such as "delve," "testament" and "interplay" -- and nearly triple the use of a phrasing known as negative parallelisms ("it's not X, it's Y"), as well as a 63% increase in Oxford commas. But while AI labs continually try to tweak their models to generate more humanlike text, the people they're mimicking aren't staying the same. "Human writers might also be changing the way that they write in response to AI. I've seen some anecdotal evidence of people saying, 'Now I avoid em dashes,'" Bestvater said. "If human writers are adjusting their choices of words and phrases and punctuation to try to differentiate their writing from AI-generated text, then you would see a pattern that looks sort of like that in the chart."

"You can see changes in people's speech. People are tending to more commonly use these low-frequency words in their speech because they're spending a lot of time listening to or reading AI-generated content," said Roger Kreuz, a cognitive psychologist at the University of Memphis who recently wrote about how difficult it is for people to identify bot-written text.

Motorola is working with GrapheneOS to officially support the privacy-focused Android alternative on its 2027 flagship phones, starting with a non-folding model and later expanding to the next Razr Fold and Razr Ultra. "These will ship with Motorola's normal Android skin, but you will be able to switch to GrapheneOS later if you want to," notes GSMArena.com. GrapheneOS says the devices will "meet or exceed" its hardware and update requirements, and will include seven years of "proper updates." Interestingly, Motorola will be doing much of the porting work itself.

fjo3 shares a report from SFGATE: The San Francisco Bay Area, epicenter of the artificial intelligence boom, is home to a massive amount of tech workers employed by some of the world's most valuable companies, from Apple to Nvidia. But for the first time, New York has eclipsed the Bay Area as the home of the largest "tech talent workforce," a report by real estate and investment firm CBRE shows. The firm has published the annual report for 13 years. Last year, the New York Metro Area's tech talent workforce reached 394,300, surpassing the Bay Area's 375,730, according to the report. Fueled by mass layoffs, the Bay Area's tech talent workforce dropped by 6% from 2022 to 2025. New York's tech talent workforce, on the other hand, grew by more than 8% during that period "The Bay Area is likely to remain ... the central location for the AI industry and for innovation. But as we've seen during past cycles, as it tends to grow, that spreads out to all the key markets," Colin Yasukochi, executive director of CBRE's Tech Insights Center, said during a news conference Tuesday.

A "massive influx" of jellyfish forced Electricite de France SA to shut three units at its Gravelines nuclear power plant this week and reduce output at a fourth, reports Bloomberg. Just as summer temperatures surged, 3.2 gigawatts went offline — and the power utility was already facing cuts other nuclear sites as high temperatures reduced the river water available for cooling.

More details from ScienceAlert: As Politico reports, the Gravelines nuclear power plant spent hundreds of thousands of euros in 2025 to stop this happening again, only to see a repeat 12 months later... Increasing temperatures in the water can produce more of the plankton and animals that jellyfish feed on, as well as accelerating life cycles and extending breeding seasons....

It's not just jellyfish that have a habit of disrupting human energy infrastructure. Last year in Connecticut, a single raccoon caused more than a thousand power outages, as reported by CT Insider. It's not clear exactly what the raccoon did, but we do know it somehow got into a substation and caused damage to the equipment in there. The unwitting act of sabotage left more than 2,500 customers in the area without power at one stage — though repairs were swiftly carried out.
Reuters reported Tuesday on how the French utility responded to their jellyfish swarm: EDF has installed fixed cameras at the intake canals and on the filter drum screens to detect any incoming blockages as soon as possible, an engineer told Reuters... The company has also partnered with a French fishing organisation and a sea rescue organisation, which monitor for swarms and can raise an alert to launch targeted trawling operations by fishermen to reduce the swarm's density before it reaches the plant, the engineer said. The fishing boats were deployed [last] Saturday after an initial alarm was raised, limiting the impact from the swarm. The jellyfish that are already on site are being removed with vacuum trucks, he said. No new jellyfish are arriving, so cleanup is finishing, which should lead to a quick restart of the units, they added...

Scientists warn such events could become more common due to factors including global warming, the arrival of invasive species, habitat loss of predators and over-fishing.
Thanks to Slashdot reader Bruce66423 for sharing the news.

"When a group of teenagers set out to hike British Columbia's famed Howe Sound Crest Trail in early July, Google Maps suggested the trek would take about five hours," reports SFGate.

"Instead, the hike stretched deep into the night, leaving the group exhausted, dehydrated, injured and in need of a helicopter rescue..." Although the approximately 18-mile route with a 6,000-foot elevation gain can be completed by experienced trail runners in a day, search and rescue officials generally recommend hikers treat it as a two-day backpacking trip. The teenagers, all 17 years old, believed Google Maps' estimate that the route would take about five hours. The printed directions they were carrying, which were shared publicly by Lions Bay Search and Rescue, gave simple instructions for two legs of the trail, but didn't account for the terrain or elevation. "[Google Maps] is calculating the time that you're walking a straight road on pavement," [said Maria Masiar, training officer and search manager with Lions Bay Search and Rescue]. "When you get into outdoor terrain, that no longer holds true."

Expecting only a short outing, each hiker carried about half a liter of water and limited food. There are no reliable water sources along the trail, meaning hikers must carry enough supplies for the entire route. As the group climbed, they began suffering from dehydration and muscle cramps but continued onward despite falling dramatically behind schedule. Eventually, the group made the decision to turn back and abandon making it to the end of the trail — and as the sun began to set and the group started to descend, fatigue took its toll. According to Masiar, members of the group had already stumbled and fallen several times while trying to race the coming dark, and only one hiker had a headlamp. Eventually, another hiker slipped about 10 feet off a boulder, injuring his tailbone badly enough that he could no longer continue. Search and rescue crews responded, ultimately evacuating him by helicopter.

An anonymous Slashdot reader writes: Surveillance cameras owned by Flock Safety have been cut down with electric saws in New York State, vandalized with paint in Oakland, California, and rammed with a truck in Idaho. Flock claims its services fight crime, but law enforcement agencies also use their services to track vehicles based on license plate numbers and reconstruct their movements, even when the drivers and owners of these vehicles have never been accused or convicted of any crime. (Flock states it has 120,000 automated cameras that record license plate data, as well as pan-tilt-zoom cameras, across the United States.)

A guerilla mindset among average citizens has seen these cameras forcibly disabled within recent weeks with sympathy directed toward the vigilantes. In June, a West Virginia man accused of destroying several Flock cameras was arrested. Under a Facebook post from the local NBC affiliate announcing his arrest are dozens of people volunteering to provide alibis. "He was out fishing with me that day, you got the wrong guy," one man wrote.

America's garbage trucks can do more than just collect trash, reports Newsweek. They may also help identify code violations using AI. Officials in Cape Coral, Florida, recently considered equipping sanitation trucks with AI-powered cameras that would photograph properties as crews complete their normal collection routes. The system would have been designed to identify potential issues such as overgrown lawns, peeling paint, and illegal dumping, and to flag violations so the city staff can review them later before taking enforcement action... However, in a statement on July 13, Cape Coral officials said it would not be moving forward with the camera technology, citing cost issues and insufficient benefits.

"Claims suggesting that this technology would automatically identify, cite or fine residents are inaccurate," the statement also noted... Cape Coral officials say that a camera system in the future would assist — not replace — human code enforcement officers, and employees will review any AI-generated alerts before violations are issued. "Even if such a system were to be considered in the future, any potential code violations would require review and verification by a Code Compliance Officer before any enforcement action could be taken," the organization wrote.
But Cape Coral, Florida "is not the first city to explore the technology," the article notes. AI imaging systems developed by City Detect have already been deployed in several municipalities. According to the company's published case studies, Stockton, California, used the platform to analyze nearly 40,000 parcels, capturing almost 200,000 images while identifying thousands of potential code issues. Cathedral City, California, has also used the technology to assist code enforcement, while Dallas approved funding for a similar program pending final implementation.
Thanks to Slashdot reader fjo3 for sharing the article.

Researchers at Louisiana State University have created a room-temperature quantum material made from a thin gold film on glass, patterned with microscopic slits that act like artificial atoms. "We call this robust transport. These quantum states carry information," says physicist Omar Magana-Loaiza. "Our crystal can distinguish them and move them from one point to another in a robust way without requiring cryogenic cooling. That's what opens the door to practical quantum technologies." ScienceAlert reports: Crucial to the new material's room-temperature operation is the way it shifts the focus from electrons and atoms to photons (particles of light). This overcomes the usual atomic-level disruption that heat brings with it. The material is what's known as a plasmonic metacrystal: 'Plasmonic' because the light traveling over it makes ripples of electrons known as plasmons, and 'metacrystal' because it's an artificially created crystal. The tiny slit patterns etched into the material act as artificial atoms (meta-atoms), which dictate how different photon groups pass through (the quantum behavior).

"By engineering the distribution of meta-atoms in the plasmonic metacrystal, we can systematically dictate which quantum statistics are allowed to pass through the structure," says physicist Riley Dawkins. "So, our crystal essentially acts as a statistical filter on quantum states." That means as light enters the chip and travels across the gold surface, it's manipulated by the meta-atoms -- and by tweaking the size, shape, and spacing of the slits, different end results can be produced at the quantum level. In practice, this means that certain quantum states of light can be transported with less disruption. The findings have been published in the journal Nature.

Since February, New York state police have arrested 48 people for trespassing on a former IBM campus in Somers, New York, reports the Wall Street Journal. 30 of the arrests were teenagers. The long-vacant site has become a magnet for so-called urban explorers, who prowl abandoned malls, hospitals, power plants, amusement parks, factories and any other disused structure they can breach... [I]t's been turbocharged by artsy videos on Instagram and TikTok that spur others to create their own posts, luring still more curiosity seekers... In Somers, social-media images of the old IBM campus — a sprawling, pyramid-studded 1980s complex designed by the late I.M. Pei's firm — show dystopian scenes: busted windows, tossed rooms and graffitied walls. But they also give eerie glimpses of conference rooms and cubicles unchanged since IBM left a decade ago, as if employees had fled the daily grind one day and never returned...

One man in his mid-20s faces felony charges; police allege he had a loaded 9mm gun and took a Sony camera and power strip among other souvenirs. Andrew Proto, a defense lawyer, said "a 15-second clip" isn't worth a criminal record... Proto said he has represented or advised several minors arrested on the campus. The Somers town court clerk said some defendants received a 6-month "adjournment in contemplation of dismissal," meaning charges will be dropped and their arrest sealed if they avoid trouble. Some explorers who have posted about the IBM site say they follow an observe-and-preserve ethos and reject vandalism. They say they're driven by curiosity, the thrill of roaming forbidden spaces and a zeal to document discoveries — and that they're careful and know their limits.

"It actually gives me hope when I hear that kids are out there getting into trouble," says Bradley Garrett, a cultural geographer and author of the book "Explore Everything: Place-Hacking the City," about his own urbex adventures. He sees urban exploration as "a gateway drug in a good way, sometimes, into intellectual curiosity about history and culture." But Garrett said popular spots can be "loved to death" online — and then shut down, looted or set ablaze.
"Trespassers were blamed for a March 30 fire, reports a local newspaper, "that damaged one of the buildings and required volunteer firefighters to spend three hours extinguishing the blaze."

USA Today reports on a Facebook post from a Washington state sheriff's office: Four residents of Clallam County, a coastal region west of Seattle along northern Washington's peninsula, lost more than $673,000 in just three days, according to the Clallam County Sheriff's Office... The smallest amount lost was $3,500, which someone purchased in Apple gift cards for a scammer posing as an employee with Microsoft technical support, the sheriff's office wrote. Another person lost $50,000 after they clicked on a malicious email and unwittingly granted the scammers access to their financial accounts.
The local Peninsula Daily News reports another scam involved a 64-year-old resident who attempted to contact Coinbase after seeing their account displayed shown as closed: "Believing they were speaking with a legitimate Coinbase representative, the victim was told there was fraudulent activity on the account and was instructed to download a 'rescue' application," the [sheriff's] release states. "The application allowed the scammer to remotely access the victim's phone." They then convinced the victim to transfer approximately $200,000 worth of cryptocurrency to what was described as a secure wallet. The funds were instead transferred to the scammer and could not be recovered...

In one scam, reported Monday, an 84-year-old Clallam County resident believed they had received an email from their daughter with a photo. After opening the email, a fake Microsoft security alert appeared on the computer directing the victim to call a support number, according to the release. "The victim was transferred to someone claiming to represent the Federal Trade Commission (FTC) and was falsely told they were under investigation in a child pornography and money laundering case," the release states. "The scammers instructed the victim not to contact local law enforcement and claimed local banks were also under investigation. The victim was told their bank accounts were in danger of being seized and was instructed to purchase gold to protect their assets." In three separate transactions, the victim purchased approximately $420,000 worth of gold and gave it to an unknown man waiting at the end of their driveway.

"Only after speaking with bank officials did the victim realize they had been defrauded," the release states.
USA Today offers this advice from the sheriff's press release. "These criminals are professional manipulators who prey on fear, trust and urgency. We encourage everyone to pause before sending money, purchasing gold or gift cards, or transferring cryptocurrency. A simple phone call to a trusted family member, your bank or local law enforcement can prevent a life-changing financial loss."

An anonymous reader quotes a report from Ars Technica: US homeowners have embraced home batteries in record-breaking numbers in early 2026, spurred on by state incentives while seeking to offset rising residential electricity costs. The trend could even unlock a more flexible energy supply for power grid operators and even AI data centers. New home battery installations reached a record 673 megawatts of energy storage in the first quarter of 2026, according to the US Energy Information Administration. That trend was driven by states with high electricity prices that have implemented policies to incentivize home battery installation, Bloomberg News reported.

This residential battery trend stands out as a natural next step for states that have already successfully boosted rooftop solar adoption among homeowners, given how batteries enable homeowners to use stored solar energy at night. California and Hawaii accounted for the majority of new residential battery storage, while Texas and Arizona also saw significantly higher numbers of installations. California incentivizes homeowners with solar panels to also install batteries by offering better pricing for residential electricity exported to the grid after sunset, Bloomberg reported. Hawaii offers a one-time payment of $400 for every kilowatt of battery storage that homeowners install.

However, the record-breaking home battery installations coincided with a slowdown in residential installations of solar panels -- the result of the Trump administration and Republican-driven One Big Beautiful Bill having eliminated a 30 percent federal solar tax credit for homeowners. Nonetheless, US electricity generation from solar power continues to rise and even surpassed coal-fired generation in April. The battery installation spree also coincides with rising electricity costs for US residential customers. The Energy Information Administration's latest data shows that the nationwide average for residential electricity costs increased by more than 7 percent in April 2026 when compared to electricity costs in April 2025. So homeowners with smart home battery-management systems could benefit from storing energy when electricity prices are lowest and draining them during peak demand periods.

When Mt. Vesuvius erupted in 79 A.D., it buried hundreds of papyrus scrolls. They were rediscovered in the mid-1700s, remembers Smithsonian magazine, "the only surviving collection of its kind from the Greco-Roman world..."

"But when scholars tried to unroll them, the carbonized manuscripts crumbled to dust." Every generation that followed faced the same dilemma: They could wait for technology to advance, abandoning hope of reading the ancient texts in their own lifetime. Or they could try to open the scrolls themselves — and risk destroying them.

In recent years, researchers have settled on a third option. Using advanced imaging and artificial intelligence, they're deciphering the scrolls without needing to unroll them at all.

The Vesuvius Challenge has accelerated the process by turning it into a public competition, complete with cash prizes. In 2023, a student won $40,000 for deciphering a single word — "purple" — from an unopened scroll. Later, contestants would identify 2,000 Greek characters from one scroll ($700,000) and the title of another ($60,000). Now, for the very first time, researchers have recovered all surviving text from a single scroll. The nearly five-foot-long segment includes roughly 20 columns of ancient Greek philosophy, accessible for the first time in nearly 2,000 years.
"The tech actually does look like magic, but it's not," Brent Seales, a computer scientist at the University of Kentucky, said at a press conference. (The article points out that Seales partnered with two Silicon Valley investors in 2023 to launch the Vesuvius Challenge, and is now hailing "the restoration of lost voices from the ancient world." Seales has been working on virtually unwrapping the scrolls since the early 2000s. The process involved imaging the bundles of papyrus using technology similar to CT scanners, isolating thin layers and then stitching them together.... "We've developed a systematic and a repeatable approach," Seales told the audience. "Now it's only a matter of time until we read all of the scrolls."

The Los Angeles Police Department says about 1,500 police agencies across America have drone programs, reports SFGate, and 58 of those drone-using police agencies are in California.

The Sacramento County sheriff's office recently posted drone footage on Instagram set to theme from "Mission: Impossible," claiming "a nationwide first" where their drone successfully disarmed a felon "seen earlier with a firearm" (though now not moving, but holding a knife while lying face down in a garage). In the video the "not responding" suspect continues not moving as the drone dangles a magnet which catches on the knife. The drone then pulls multiple times until it comes out of the unmoving suspect's hand. The sheriff's office says their footage shows their drone "disarm an armed suspect, helping bring the incident to a safe resolution," in their post on Instagram, "rather than rush into a potentially deadly encounter..." Was he pretending to be dead or simply lying in wait for deputies to approach...?

It's also worth noting that our drones are labeled as "military equipment" (even though anyone can purchase them at their local Walmart), but are really just another piece of technology helping deputies resolve dangerous situations safely. Their use protects both law enforcement personnel and suspects.
SFGate offers more reports from around California: In Yucaipa, officials launched a Drone as First Responder (DFR) pilot program on May 28, the San Bernardino County Sheriff's Department announced this month. According to the release, drones have already been used to respond to over 100 calls for service, arriving before deputies for 71% of them. "The drones also contributed to 12 arrests, assisted in locating persons of interest on 37 occasions, and provided aerial overwatch during 44 incidents," it continues, though details on how they assisted the police are unclear. The drones, manufactured by Skydio, were also used to locate a young person experiencing a mental health crisis and another person launching illegal fireworks.

While the Rust Foundation has a Security Initiative to protect its ecosystem, "the threats have expanded," they announced this week, "and so has the kind of help maintainers need." Much of this comes back to a single shift: Automated tooling (much of it now built on large language models) has gotten good enough to surface real vulnerabilities in open source code quickly and at scale. That is useful, and several large Rust projects have already received and fixed credible issues found this way. The same tooling has also made it trivial to generate vulnerability reports that look plausible and are worthless. Maintainers across the ecosystem are losing real hours sorting these from the reports that matter, and the noise tends to bury the signal.

So, with funding from the Alpha-Omega Project, the Rust Foundation is bringing on a full-time AI Security Engineer in Residence dedicated to the Rust ecosystem. This position is being funded with part of the $12.5M in open source security funding that the Linux Foundation announced in March. The role exists to take pressure off maintainers. The person in this position will use a mix of human-led and AI-assisted methods to proactively review Rust itself and the crates the ecosystem leans on most and help us separate real, exploitable issues from false positives and low-signal noise before anything reaches a maintainer...

This role will run full-time for six months to start, with room to extend depending on what we learn and the funding available. Methods, playbooks, and prompts will be documented so the work doesn't end with the contract. We are grateful that Rust is not embarking on this work in isolation. Several other ecosystems have received parallel Alpha-Omega grants for the same kind of work (e.g., the PHP Foundation and the Drupal Association) and we plan to share tooling, triage practices, and what we learn rather than duplicating work
A statement from Rust's new AI Security Engineer in Residence acknowledges that "One of our next challenges is the wave of bugs discovered by the next generation of AI-powered developer tools."

A few weeks ago on a bike ride "inspiration struck" for Dave Eggers, reports SFGate... Without a pen and paper handy, he was stuck texting the idea to himself. The problem? Eggers doesn't own a smartphone. "It takes 20 minutes to write a sentence," Eggers said... It's a funny predicament for Eggers, given that he's arguably the city's biggest proponent of the written word... Now age 56, Eggers' latest book is called "Contrapposto"...

On writing days, Eggers bikes to his sailboat docked near the Golden Gate Bridge. He writes using a hefty 1998 Mac that has never been connected to the internet. On the boat, he keeps "banker's hours," working 9 to 5 without any meetings or interruptions except for the occasional wildlife visit. "You're there with the cormorants and the occasional porpoise and sea lions and seals, and when you want to take a break, you walk around and you're in the thick of it, one of the most beautiful spots on Earth," he said. "Especially coming from the Midwest, it never gets old."

Given Eggers' decidedly low-tech existence, it's not surprising that the current state of San Francisco gives him pause, but there's a streak of hope that underlies his concerns. He abhors the growing surveillance technology that's gripping the city, refusing to get into Ubers that use recording devices, but he feels a well-written ballot measure about Flock cameras could potentially save our dwindling privacy. ChatGPT's effects on the art of writing are demoralizing, but he welcomes that teachers are re-embracing pencil and paper, with cursive making a big comeback. The wave of artificial intelligence ads blanketing bus stops imploring companies to stop hiring humans are so over the top, they'd sound cliché if he were to include them in one of his dystopian tech industry novels like "The Circle" or "The Every," but tech philanthropy has helped many of his projects flourish.

Case in point, Art + Water, a new art space scheduled to open next year on Pier 29 funded largely by art world donations... Co-founded with the artist JD Beltran, the space is slated to operate as an old-school apprenticeship system, hosting 10 artists in residence mentoring 20 students, all free of charge... The ultimate goal is to break down the financial barriers that keep students from pursuing art.
Thanks to Slashdot reader destinyland for sharing the article.

This month saw the release of Vim Classic 8.3, the first stable version of a new long-term support fork of Vim maintained without generative AI tools. Linuxiac reports: The release is based on Vim 8.2.0148 and includes selected bug fixes and patches backported from later upstream Vim releases. Vim Classic was first announced by [SourceHut's CEO/founder] Drew DeVault in March 2026 after he objected to LLM-assisted development in Vim and Neovim. In his announcement, DeVault said he no longer wanted to use software developed with LLM assistance and introduced Vim Classic as a fork for users who want to continue using Vim without that involvement... Vim Classic follows Vim's charityware model and continues to direct users toward Bram Moolenaar's long-running support for children in Uganda. The release is distributed as a signed source tarball from SourceHut, while future important announcements are expected through the project's mailing list.
"Vim is important to me..." DeVault wrote in March. (DeVault even tattooed "hjkl" on his right arm.) "[A]lmost every word I have ever committed to posterity, through this blog, in my code, all of the docs I've written, emails I've sent, and more, almost all of it has passed through Vim."

But DeVault wrote that he also cares about AI's impact on air pollution, fresh water supplies, global supply chains, and the working conditions of miners in African companies: And at a moment when the climate demands immediate action to reduce our footprint on this planet, the AI boom is driving data centers to consume a full 1.5% of the world's total energy production in order to eliminate jobs and replace them with a robot that lies... All this to enrich the few, centralize power, reduce competition, and underwrite an enormous bubble that, once it bursts, will ruin the lives of millions of the world's poor and marginalized classes.

I don't think it's cute that someone vibe coded "battleship" in VimScript. I think it's more important that we stop collectively pretending that we don't understand how awful all of this is. I don't want to use software which has slop in it. I do what I can to avoid it, and sadly even Vim now comes under scrutiny in that effort as both Vim and NeoVim are relying on LLMs to develop the software... To keep my conscience clear, and continue to enjoy the relationship I have with this amazing piece of software, I have forked Vim...

Since forking from this base, I have backported a handful of patches, most of which address CVEs discovered after this release, but others which address minor bug fixes. I also penned a handful of original patches which bring the codebase from this time up to snuff for building it on newer toolchains...

I invite you to use Vim Classic, if you feel the same way as me, and to maintain it with me, contributing the patches you need to support your own use cases.

Riverside County has launched an 8-mile "smart freeway" pilot on northbound I-15 near Temecula, using roadway sensors and an algorithm to coordinate ramp meters and suggest speeds rather than widening the freeway. Officials say the $33 million project could reduce stop-and-go traffic and travel times. According to SFGATE, similar systems in Australia and Denver reportedly cutting delays by 20% to 65%. From the report: Unlike typical on-ramp stoplights that run on a timer lasting a few seconds, Interstate 15 drivers could find themselves waiting up to four minutes or even longer while the system determines the necessary speed for traffic entering the freeway. By spacing out the cars, transportation officials hope to improve traffic flow, reduce stop-and-go traffic and decrease the amount of time that travelers have to spend on the freeway.

The transportation commission spent $33 million to build the project, which will run for two years. Riverside County Transportation Commission spokesperson David Knudsen told SFGATE that if the program is successful, the agency will work with Caltrans to deploy it elsewhere in the county and then potentially to other traffic choke points in California. "This system is a lot less expensive than trying to build new lanes, and so the idea here is let's make the system that we have work better," he said.

Knudsen said the program is not managed by artificial intelligence but instead uses advanced sensors in the roadway to monitor real-time traffic conditions and make adjustments. The stretch of freeway that connects Temecula at the Riverside/San Diego County line to the Interstate 215 interchange in Murrieta can be notoriously clogged. What can be less than a 10-minute drive with no traffic can take between 25 and 45 minutes during the afternoon peak period, according to the transportation commission. "The intent is to create a consistent flow of traffic on the freeway system, and the coordinated ramp metering among the three on-ramps ... will help do that," Knudsen said. "If we can manage that, then we can help prevent that stop-and-go traffic frustration that so many people feel ... on the freeway."

Researchers say mysterious, seconds-long GPS interference bursts detected across Europe appear to come from Russian EKS early-warning satellites, making this "a rare example of human-made GPS interference coming from space," reports Ars Technica. The signals may be tests of space-based jamming capability, short satellite communications, or something else, but experts say they raise troubling questions about whether GPS disruption could eventually be weaponized on a continental scale. From the report: The discovery came from an investigation detailed in a June 2 preprint paper by Todd Humphreys and his student Zach Clements at The University of Texas at Austin, along with Argyris Krizise at Stanford University in California. By sifting through public data from ground-based stations with global navigation satellite system (GNSS) receivers, they identified a pattern of high-powered interference lasting less than 10 seconds each time but simultaneously detectable by ground stations across Europe from Norway to Spain to Poland, and even reaching as far west as Greenland and Canada.

By analyzing the ground station data from January 2019 to April 2026, the researchers found 75 days with at least one widespread GNSS interference event overlapping with the GPS L1 frequency band centered on 1575.42 megahertz. That represents the main band used for signal transmission by the US-made GPS satellite constellation and GNSS constellations from other countries. Such interference patterns happened mostly on Tuesdays, Wednesdays, and Thursdays during business hours in Europe, Humphreys told the YouTube channel Veritasium. Because such "continental-scale" interference was simultaneously affecting GPS receivers across Europe and beyond, Humphreys and his colleagues calculated that the source had to be at least 1,200 kilometers above the Earth.

[...] In the Veritasium video, Humphreys speculated that the Russians may have been testing the satellites' GPS interference capabilities only briefly on a neighboring frequency adjacent to the typical GPS band. "And then in the eventual future when there is a hot conflict, they go ahead and tune their transmitter down to the GPS band, but it's much more damaging now that it lies right on that band," he said. Incidentally, the raw data also revealed a second interference burst from the Russian satellites in a lower-frequency band used by China's BeiDou navigation system. "I can no longer say this is accidental with confidence," Humphreys told Veritasium. He also described the Russian satellites' quiet demonstration as a "massive escalation in the electronic warfare background conflict that is going on right now." Richard Bowden, division head of assured and resilient PNT at the multinational technology company GMV in Spain, wrote in a LinkedIn comment: "These signals are, without a doubt, intentional and placed on or around GNSS signals, and have the potential to disrupt legitimate use of GNSS services. But from our side at least, we can't be sure they are intentionally malicious or intended as an EW [electronic warfare] weapon."