Cornell University researchers have developed an "invisible" light-based watermarking system that embeds unique codes into the physical light that illuminates the subject during recording, allowing any camera to capture authentication data without special hardware. By comparing these coded light patterns against recorded footage, analysts can spot deepfake manipulations, offering a more resilient verification method than traditional file-based watermarks. TechSpot reports: Programmable light sources such as computer monitors, studio lighting, or certain LED fixtures can be embedded with coded brightness patterns using software alone. Standard non-programmable lamps can be adapted by fitting them with a compact chip -- roughly the size of a postage stamp -- that subtly fluctuates light intensity according to a secret code. The embedded code consists of tiny variations in lighting frequency and brightness that are imperceptible to the naked eye. Michael explained that these fluctuations are designed based on human visual perception research. Each light's unique code effectively produces a low-resolution, time-stamped record of the scene under slightly different lighting conditions. [Abe Davis, an assistant professor] refers to these as code videos.

"When someone manipulates a video, the manipulated parts start to contradict what we see in these code videos," Davis said. "And if someone tries to generate fake video with AI, the resulting code videos just look like random variations." By comparing the coded patterns against the suspect footage, analysts can detect missing sequences, inserted objects, or altered scenes. For example, content removed from an interview would appear as visual gaps in the recovered code video, while fabricated elements would often show up as solid black areas. The researchers have demonstrated the use of up to three independent lighting codes within the same scene. This layering increases the complexity of the watermark and raises the difficulty for potential forgers, who would have to replicate multiple synchronized code videos that all match the visible footage. The concept is called noise-coded illumination and was presented on August 10 at SIGGRAPH 2025 in Vancouver, British Columbia.

An anonymous reader quotes a report from the Detroit Free Press: Ford is announcing the creation of a new electric vehicle production system and a new EV platform that will allow the automaker to more efficiently bring several lower-cost EVs to market, the first of which will be a midsize, four-door electric pickup that seats five, to launch in 2027. That pickup, which is expected to start around $30,000, will be assembled at Ford's Louisville Assembly Plant for U.S. and export markets. The Dearborn-based automaker said it will invest $2 billion to retool the Louisville plant starting later this year. [...] Ford's investment in Louisville Assembly is in addition to Ford's previously announced $3 billion commitment for BlueOval Battery Park in Marshall, Michigan, where Ford will make the prismatic LFP batteries, starting next year, for the midsize electric pickup. Together, the nearly $5 billion investments mean Ford expects to create or secure nearly 4,000 direct jobs while strengthening the domestic supply chain with dozens of new U.S.-based suppliers.

Ford executives and Kentucky officials also introduced on Monday, Aug. 11, the new Ford Universal EV Production System, which they said will simplify production and ease operations for workers. Ford leaders also announced the creation of the Ford Universal Electric Vehicle Platform, which will enable the development of "a family of affordable electric vehicles produced at scale." The vehicles will be software-defined with over-the-air updates to keep improving the vehicles over time. "We took a radical approach to solve a very hard challenge: Create affordable vehicles that are breakthrough in every way that matters design, technology, performance, space and cost of ownership and do it with American workers," Ford CEO Jim Farley said in a statement. "Nobody wants to see another good college try by a Detroit automaker to make an affordable vehicle that ends up with idled plants, layoffs and uncertainty."

Farley has teased this announcement since Ford's second-quarter earnings when he said Ford would have a "Model-T moment" on Aug. 11. He's referring to the classic vehicle that helped turn Ford into a mass market automaker and perfect the assembly line process. At that time, Farley said it was critical that Ford unveil an EV strategy that would position it to make money selling the electric cars and effectively compete against the Chinese, who are known for making high-quality, desirable and affordable EVs. "So, this has to be a good business," Farley said of Ford's investments in the new process and platform. "From Day 1, we knew there was no incremental path to success. We empowered a tiny skunkworks team three time zones away from Detroit. We reinvented the line. And we are on a path to be the first automaker to make prismatic LFP batteries in the U.S. We will not rely on imports." Ford says its new Universal Electric Vehicle Platform "reduces parts by 20% versus a typical vehicle, with 25% fewer fasteners, 40% fewer workstations dock-to-dock in the plant and 15% faster assembly time." The new EV pickup built using this platform is targeting a "starting MSRP at about $30,000, roughly the same as the Model T when adjusted for inflation," adds Farley.

He shared additional details in an interview with Wired, such as how the automaker hired Tesla veterans Doug Field (who also helped lead Apple's now-defunct EV project) and Alan Clarke. "Turns out, Doug and Alan and the team built a propulsion system that was like Apollo 13, managed down to the watt so that our battery could be so much smaller than BYD's," said Farley.

Since 2023 the Python Software Foundation has had a Security Developer-in-Residence (sponsored by the Open Source Security Foundation's vulnerability-finding "Alpha-Omega" project). And he's just published a new 11-page white paper about open source's "phantom dependencies" problem — suggesting a way to solve it.

"Phantom" dependencies aren't tracked with packaging metadata, manifests, or lock files, which makes them "not discoverable" by tools like vulnerability scanners or compliance and policy tools. So Python security developer-in-residence Seth Larson authored a recently-accepted Python Enhancement Proposal offering an easy way for packages to provide metadata through Software Bill-of-Materials (SBOMs). From the whitepaper: Python Enhancement Proposal 770 is backwards compatible and can be enabled by default by tools, meaning most projects won't need to manually opt in to begin generating valid PEP 770 SBOM metadata. Python is not the only software package ecosystem affected by the "Phantom Dependency" problem. The approach using SBOMs for metadata can be remixed and adopted by other packaging ecosystems looking to record ecosystem-agnostic software metadata...

Within Endor Labs' [2023 dependencies] report, Python is named as one of the most affected packaging ecosystems by the "Phantom Dependency" problem. There are multiple reasons that Python is particularly affected:

- There are many methods for interfacing Python with non-Python software, such as through the C-API or FFI. Python can "wrap" and expose an easy-to-use Python API for software written in other languages like C, C++, Rust, Fortran, Web Assembly, and more.

- Python is the premier language for scientific computing and artificial intelligence, meaning many high-performance libraries written in system languages need to be accessed from Python code.

- Finally, Python packages have a distribution type called a "wheel", which is essentially a zip file that is "installed" by being unzipped into a directory, meaning there is no compilation step allowed during installation. This is great for being able to inspect a package before installation, but it means that all compiled languages need to be pre-compiled into binaries before installation...


When designing a new package metadata standard, one of the top concerns is reducing the amount of effort required from the mostly volunteer maintainers of packaging tools and the thousands of projects being published to the Python Package Index... By defining PEP 770 SBOM metadata as using a directory of files, rather than a new metadata field, we were able to side-step all the implementation pain...

We'll be working to submit issues on popular open source SBOM and vulnerability scanning tools, and gradually, Phantom Dependencies will become less of an issue for the Python package ecosystem.
The white paper "details the approach, challenges, and insights into the creation and acceptance of PEP 770 and adopting Software Bill-of-Materials (SBOMs) to improve the measurability of Python packages," explains an announcement from the Python Software Foundation. And the white paper ends with a helpful note.

"Having spoken to other open source packaging ecosystem maintainers, we have come to learn that other ecosystems have similar issues with Phantom Dependencies. We welcome other packaging ecosystems to adopt Python's approach with PEP 770 and are willing to provide guidance on the implementation."

Imagine this. Lightning sparks a wildfire, but "within seconds, a satellite dish swirling overhead picks up on the anomaly and triggers an alarm," writes the Los Angeles Times. "An autonomous helicopter takes flight and zooms toward the fire, using sensors to locate the blaze and AI to generate a plan of attack. It measures the wind speed and fire movement, communicating constantly with the unmanned helicopter behind it, and the one behind that. Once over the site, it drops a load of water and soon the flames are smoldering. Without deploying a single human, the fire never grows larger than 10 square feet.

"This is the future of firefighting." On a recent morning in San Bernardino, state and local fire experts gathered for a demonstration of the early iterations of this new reality. An autonomous Sikorski Black Hawk helicopter, powered by technology from Lockheed Martin and a California-based software company called Rain, is on display on the tarmac of a logistics airport in Victorville — the word "EXPERIMENTAL" painted on its military green-black door. It's one of many new tools on the front lines of firefighting technology, which experts say is evolving rapidly as private industry and government agencies come face-to-face with a worsening global climate crisis...

Scientific studies and climate research models have found that the number of extreme fires could increase by as much as 30% globally by 2050. By 2100, California alone could see a 50% increase in wildfire frequency and a 77% increase in average annual acres burned, according to the state's most recent climate report. That's largely because human-caused climate change is driving up temperatures and drying out the landscape, priming it to burn, according to Kate Dargan Marquis, a senior advisor with the Gordon and Betty Moore Foundation who served as California's state fire marshal from 2007 to 2010.... "[T]he policies of today and the technologies of today are not going to serve us tomorrow."

Today, more than 1,100 mountaintop cameras positioned across California are already using artificial intelligence to scan the landscape for the first sign of flames and prompt crews to spring into action. NASA's Earth-observing satellites are studying landscape conditions to help better predict fires before they ignite, while a new global satellite constellation recently launched by Google is helping to detect fires faster than ever before.
One 35-year fire service veteran who consults on fire service technologies even predicts fire-fighting robots will also be used in high-risk situations like the Colossus robot that battled flames searing through Notre-Dame Cathedral in Paris...

And a bill moving through California's legislation "would direct the California Department of Forestry and Fire Protection to establish a pilot program to assess the viability of incorporating autonomous firefighting helicopters in the state."

AOL (now a Yahoo subsidiary) just announced its dial-up internet service will be discontinued at the end of September.

"The change also means the retirement of the AOL Dialer software and the AOL Shield browser, both designed for older operating systems and slow connections that relied on the familiar screech of a modem handshake," remembers Slashdot reader BrianFagioli (noting that dial-up Internet "was once the gateway to the web for millions of households, back when speeds were measured in kilobits and waiting for a picture to load could feel like an eternity.")

AOL's dial-up service "has been publicly available for 34 years," writes Tom's Hardware. But AppleInsider notes the move comes more than 40 years after AOL started "as a very early Apple service." AOL itself started back in 1983 under the name Control Video Corporation, offering online services for the Atari 2600 console. After failing, it became Quantum Computer Services in 1985, eventually launching AppleLink in 1988 to connect Macintosh computers together... With the launch of PC Link for IBM-compatible PCs in 1988 and parting from Apple in October 1989, the company rebranded itself as America Online, or AOL... Even at its height, dial-up connections could get up to 56 kilobits per second under ideal conditions, while modern connections are measured in megabits and gigabits. Most of the service was also what's considered a "walled garden," with features that were only available through AOL itself and that it wasn't the actual, untamed Internet.
In the 1990s AOL "was how millions of people were introduced to the Internet," the article remembers, adding that "Even after the AOL Time Warner acquisition and the 2015 acquisition by Verizon, AOL was still a popular service. Astoundingly, it counted about two million dial-up subscribers at the time." In the 2021 acquisition of assets from Verizon by Apollo Global Management, AOL was said to have 1.5 million people paying for services. However, this was more for technical support and software, rather than for actual Internet access. A CNBC report at the time reports that the dial-up user count was "in the low thousands".... While it dies off, not with a bang but a whimper, AOL's dial-up is still remembered as one of the most transformative services in the Internet age.
"This change does not impact the numerous other valued products and services that these subscribers are able to access and enjoy as part of their plans," a Yahoo spokesperson told PC Magazine this week. "There is also no impact to our users' free AOL email accounts." AOL's disastrous 2001 merger with Time Warner and ongoing inability to deliver broadband to its customers... left it on a path to decline that acquiring such widely read sites as Engadget [2005] and TechCrunch [2010] did not stem. By 2014, the number of dial-up AOL customers had collapsed to 2.34 million. A year later, Verizon bought the company for $4.4 billion in an internet-content play that turned out to be as doomed as the Time Warner transaction. In 2021, Verizon unloaded both AOL and Yahoo, which it had separately purchased in 2017, to the private-equity firm Apollo Global Management....

The demise of AOL's dial-up service does not mean the extinction of the oldest form of consumer online access. Estimates from the Census Bureau's 2023 American Community Survey show 163,401 Americans connected to the internet via dial-up that year.

That was by far the smallest segment of the internet-using population, dwarfed by 100,166,949 subscribing to such forms of broadband as "cable, fiber optic, or DSL"; 8,628,648 using satellite; 3,318,901 using "Internet access without a subscription" (which suggests Wi-Fi from coffee shops or public libraries); and 1,445,135 via "other service."

The remaining AOL dial-up subscribers will need to find some sort of replacement, which in rural areas may be limited to fixed wireless or SpaceX's considerably more expensive Starlink. Or they may wind up joining the ranks of Americans with no internet access: 6,866,059, in those 2023 estimates.

"Heather Adkins, Google's vice president of security, announced Monday that its LLM-based vulnerability researcher Big Sleep found and reported 20 flaws in various popular open source software," reports TechCrunch: Adkins said that Big Sleep, which is developed by the company's AI department DeepMind as well as its elite team of hackers Project Zero, reported its first-ever vulnerabilities, mostly in open source software such as audio and video library FFmpeg and image-editing suite ImageMagick. [There's also a "medium impact" issue in Redis]

Given that the vulnerabilities are not fixed yet, we don't have details of their impact or severity, as Google does not yet want to provide details, which is a standard policy when waiting for bugs to be fixed. But the simple fact that Big Sleep found these vulnerabilities is significant, as it shows these tools are starting to get real results, even if there was a human involved in this case.

"To ensure high quality and actionable reports, we have a human expert in the loop before reporting, but each vulnerability was found and reproduced by the AI agent without human intervention," Google's spokesperson Kimberly Samra told TechCrunch.
Google's vice president of engineering posted on social media that this demonstrates "a new frontier in automated vulnerability discovery."

"Benchmarking firm Artificial Analysis found that only five of the top 15 AI models are open source," reports the Washington Post, "and all were developed by Chinese AI companies...."

"Now some American executives, investors and academics are endorsing a plan to make U.S. open-source AI more competitive." A new campaign called the ATOM Project, for American Truly Open Models, aims to create a U.S.-based AI lab dedicated to creating software that developers can freely access and modify. Its blueprint calls for access to serious computing power, with upward of 10,000 of the cutting-edge GPU chips used to power corporate AI development. The initiative, which launched Monday, has gathered signatures of support from more than a dozen industry figures. They include veteran tech investor Bill Gurley; Clement Delangue, CEO of Hugging Face, a repository for open-source AI models and datasets; Stanford professor and AI investor Chris Manning; chipmaker Nvidia's director of applied research, Oleksii Kuchaiev; Jason Kwon, chief strategy officer for OpenAI; and Dylan Patel, CEO and founder of research firm SemiAnalysis...

The lack of progress in open-source AI underscores the case for initiatives like ATOM: The U.S. has not produced a major new open-source AI release since Meta's launch of its Llama 4 model in April, which disappointed some AI experts... "A lot of it is a coordination problem," said ATOM's creator, Nathan Lambert, a senior research scientist at the nonprofit Allen Institute for AI who is launching the project in a personal capacity... Lambert said the idea was to develop much more powerful open-source AI models than existing U.S. efforts such as Bloom, an AI language model from Hugging Face, Pythia from EleutherAI, and others. Those groups were willing to take on more legal risk in the name of scientific progress but suffered from underfunding, said Lambert, who has worked at Google's DeepMind AI lab, Facebook AI Research and Hugging Face.

The other problem? The hefty cost of top-performing AI. Lambert estimates that getting access to 10,000 state-of-the-art GPUs will cost at least $100 million. But the funding must be found if American efforts are to stay competitive, he said.
The initiative's web page is seeking signatures, but also asks visitors to the site to "consider how your expertise or resources might contribute to building the infrastructure America needs."

In 2023 a 13-year-old girl "made an offensive joke while chatting online with her classmates," reports the Associated Press.

But when the school's surveillance software spotted that joke, "Before the morning was even over, the Tennessee eighth grader was under arrest. She was interrogated, strip-searched and spent the night in a jail cell, her mother says." Her parents filed a lawsuit against the school system, according to the article (which points out the girl wasn't allowed to talk to her parents until the next day). "A court ordered eight weeks of house arrest, a psychological evaluation and 20 days at an alternative school for the girl." Gaggle's CEO, Jeff Patterson, said in an interview that the school system did not use Gaggle the way it is intended. The purpose is to find early warning signs and intervene before problems escalate to law enforcement, he said. "I wish that was treated as a teachable moment, not a law enforcement moment," said Patterson.
But that's just one example, the article points out. "Surveillance systems in American schools increasingly monitor everything students write on school accounts and devices." Thousands of school districts across the country use software like Gaggle and Lightspeed Alert to track kids' online activities, looking for signs they might hurt themselves or others. With the help of artificial intelligence, technology can dip into online conversations and immediately notify both school officials and law enforcement... In a country weary of school shootings, several states have taken a harder line on threats to schools. Among them is Tennessee, which passed a 2023 zero-tolerance law requiring any threat of mass violence against a school to be reported immediately to law enforcement....

Students who think they are chatting privately among friends often do not realize they are under constant surveillance, said Shahar Pasch, an education lawyer in Florida. One teenage girl she represented made a joke about school shootings on a private Snapchat story. Snapchat's automated detection software picked up the comment, the company alerted the FBI, and the girl was arrested on school grounds within hours... The technology can also involve law enforcement in responses to mental health crises. In Florida's Polk County Schools, a district of more than 100,000 students, the school safety program received nearly 500 Gaggle alerts over four years, officers said in public Board of Education meetings. This led to 72 involuntary hospitalization cases under the Baker Act, a state law that allows authorities to require mental health evaluations for people against their will if they pose a risk to themselves or others...

Information that could allow schools to assess the software's effectiveness, such as the rate of false alerts, is closely held by technology companies and unavailable publicly unless schools track the data themselves. Students in one photography class were called to the principal's office over concerns Gaggle had detected nudity. The photos had been automatically deleted from the students' Google Drives, but students who had backups of the flagged images on their own devices showed it was a false alarm. District officials said they later adjusted the software's settings to reduce false alerts. Natasha Torkzaban, who graduated in 2024, said she was flagged for editing a friend's college essay because it had the words "mental health...."

School officials have said they take concerns about Gaggle seriously, but also say the technology has detected dozens of imminent threats of suicide or violence. "Sometimes you have to look at the trade for the greater good," said Board of Education member Anne Costello in a July 2024 board meeting.

Bruce66423 shares a report from the BBC: The body running courts in England and Wales has been accused of a cover-up, after a leaked report found it took several years to react to an IT bug that caused evidence to go missing, be overwritten or appear lost. Sources within HM Courts & Tribunals Service (HMCTS) say that as a result, judges in civil, family and tribunal courts will have made rulings on cases when evidence was incomplete. The internal report, leaked to the BBC, said HMCTS did not know the full extent of the data corruption, including whether or how it had impacted cases, as it had not undertaken a comprehensive investigation. It also found judges and lawyers had not been informed, as HMCTS management decided it would be "more likely to cause more harm than good." HMCTS says its internal investigation found no evidence that "any case outcomes were affected as a result of these technical issues." However, the former head of the High Court's family division, Sir James Munby, told the BBC the situation was "shocking" and "a scandal." Bruce66423 comments: "Given the relative absence of such stories from the USA, should I congratulate you for better-quality software or for being better at covering up disasters?"

alternative_right writes: I use RSS to cover all of my news-reading needs because I like a variety of sources spanning several fields -- politics, philosophy, science, and heavy metal. However, it seems Google wanted to kill off RSS a few years back, and it has since fallen out of favor. Some of us are holding on, but how many? And what software do you use (or did you write your own XML parsers)?

Activision will require PC players of Call of Duty: Black Ops 7 to enable Trusted Platform Module 2.0 and Windows Secure Boot when the game launches later this year. The company begins testing these anti-cheat measures with Black Ops 6's Season 5 on Thursday without enforcement.

TPM 2.0 verifies untampered boot processes while Secure Boot ensures Windows loads only trusted software at startup. Both features perform checks during system and game startup but remain inactive during gameplay. Activision has also pursued legal action against 22 individuals who developed and sold cheats.

OpenAI will provide ChatGPT access to US federal agencies for $1 annually through the General Services Administration's new AI marketplace that also includes Google and Anthropic as approved vendors. The nominal pricing represents the deepest discount GSA has negotiated with software providers, surpassing previous deals with Adobe and Salesforce.

OpenAI said it will not use federal worker data to train its models and agencies face no renewal requirements. The $1 rate applies only to the ChatGPT chatbot interface, not OpenAI's API for custom software development.

An anonymous reader quotes a report from the New York Times: China's automakers have teamed up with software companies togo global with their driverless cars, which are poised to claim a big share of a growing market as Western manufacturers are still preparing to compete. The industry in China is expanding despite tariffs imposed last year by the European Union on electric cars, and despite some worries in Europe about the security implications of relying on Chinese suppliers. Baidu, one of China's biggest software companies, said on Monday that it would supply Lyft, an American ride-hailing service, with self-driving cars assembled by Jiangling Motors of China (source paywalled; alternative source). Lyft is expected to begin operating them next year in Germany and Britain, subject to regulatory approval, the companies said.

The announcement comes three months after Uber and Momenta, a Chinese autonomous driving company, announced their own plans to begin offering self-driving cars in an unspecified European city early next year. Momenta will soon provide assisted driving technology to the Chinese company IM Motors for its cars sold in Britain. While Momenta has not specified the model that Uber will be using, it has already signaled it will choose a Chinese model. In China, "the pace of development and the pressure to deliver at scale push companies to improve quickly," said Gerhard Steiger, the chairman of Momenta Europe. China's state-controlled banking system has been lending money at low interest rates to the country's electric car industry in a bid for global leadership. [...]

Expanding robotaxi services to new cities, not to mention new countries, is not easy. While the individual cars do not have drivers, they typically require one controller for every several cars to handle difficulties and answer questions from users. And the cars often need to be specially programmed for traffic conditions unique to each city. Lyft and Baidu nonetheless said that they had plans for "the fleet scaling to thousands of vehicles across Europe in the following years."

A San Francisco jury ruled that Meta violated the California Invasion of Privacy Act by collecting sensitive data from users of the Flo period-tracking app without consent. "The plaintiff's lawyers who sued Meta are calling this a 'landmark' victory -- the tech company contends that the jury got it all wrong," reports SFGATE. From the report: The case goes back to 2021, when eight women sued Flo and a group of other tech companies, including Google and Facebook, now known as Meta. The stakes were extremely personal. Flo asked users about their sex lives, mental health and diets, and guided them through menstruation and pregnancy. Then, the women alleged, Flo shared pieces of that data with other companies. The claims were largely based on a 2019 Wall Street Journal story and a 2021 Federal Trade Commission investigation. Google, Flo and the analytics company Flurry, which was also part of the lawsuit, reached settlements with the plaintiffs, as is common in class action lawsuits about tech privacy. But Meta stuck it out through the entire trial and lost.

The case against Meta focused on its Facebook software development kit, which Flo added to its app and which is generally used for analytics and advertising services. The women alleged that between June 2016 and February 2019, Flo sent Facebook, through that kit, various records of "Custom App Events" -- such as a user clicking a particular button in the "wanting to get pregnant" section of the app. Their complaint also pointed to Facebook's terms for its business tools, which said the company used so-called "event data" to personalize ads and content.

In a 2022 filing (PDF), the tech giant admitted that Flo used Facebook's kit during this period and that the app sent data connected to "App Events." But Meta denied receiving intimate information about users' health. Nonetheless, the jury ruled (PDF) against Meta. Along with the eavesdropping decision, the group determined that Flo's users had a reasonable expectation they weren't being overheard or recorded, as well as ruling that Meta didn't have consent to eavesdrop or record. The unanimous verdict was that the massive company violated the California Invasion of Privacy Act. The jury's ruling could impact over 3.7 million U.S. users who registered between November 2016 and February 2019, with updates to be shared via email and a case website. The exact compensation from the trial or potential settlements remains uncertain.

AI meeting transcription software is inadvertently sharing private conversations with all meeting participants through automated summaries. WSJ found a series of mishaps that people confirmed on-record.

Digital marketing agency owner Tiffany Lewis discovered her "Nigerian prince" joke about a potential client was included in the summary sent to that same client. Nashville branding firm Studio Delger received meeting notes documenting their discussion about "getting sandwich ingredients from Publix" and not liking soup when their client failed to appear. Communications agency coordinator Andrea Serra found her personal frustrations about a neighborhood Whole Foods and a kitchen mishap while making sweet potato recipes included in official meeting recaps distributed to colleagues.

BrianFagioli shares a report from NERDS.xyz: Synchron has just released a public demo showing something that used to feel impossible. A man with ALS is now using his iPad with nothing but his brain. No hands. No voice. No eye-tracking. Just thought. The man in the video is named Mark. He's part of Synchron's COMMAND clinical study and has an implant called the Stentrode. It sits inside his brain's blood vessels and picks up his motor intention. Those signals get sent wirelessly to an external decoder, which then tells the iPad what to do. It's all made possible by Apple's new Brain-Computer Interface Human Interface Device protocol, which lets iPadOS treat brain activity like an actual input method.

Apple's built-in Switch Control feature makes the whole thing work on the software side. The iPad even sends back screen context to the BCI decoder to make everything run more smoothly and accurately. [...] Synchron was the first company to start clinical trials with a permanently implanted BCI. The big difference here is that it doesn't require open brain surgery. The device is implanted through the blood vessels, which makes it way more practical for real-world use.

Microsoft announced last month that Chinese state-sponsored hackers exploited vulnerabilities in SharePoint to breach hundreds of companies and government agencies, including the National Nuclear Security Administration and Department of Homeland Security. The company omitted that SharePoint support is handled by China-based engineers who have maintained the software for years.

ProPublica reviewed screenshots of Microsoft's internal systems showing China-based employees recently fixing bugs for SharePoint "OnPrem," the version targeted in the attacks. Microsoft told the publication that the China-based team operates under U.S. supervision and the company is relocating this work.

NBC News reports that in the U.S., many recent graduates looking to enter the labor force "are painting a dire picture of their job search." NBC News asked people who recently finished technical school, college or graduate school how their job application process was going, and in more than 100 responses, the graduates described months spent searching for a job, hundreds of applications and zero responses from employers — even with degrees once thought to be in high demand, like computer science or engineering.

Some said they struggled to get an hourly retail position or are making salaries well below what they had been expecting in fields they hadn't planned to work in. "It was very frustrating," said Jensen Kornfeind, who graduated this spring from Temple University with a degree in international trade. "Out of 70-plus job applications, I had three job interviews, and out of those three, I got ghosted from two of them."

The national economic data backs up their experience. The unemployment rate among recent graduates has been increasing this year to an average of 5.3%, compared to around 4% for the labor force as a whole, making it one of the toughest job markets for recent graduates since 2015, according to an analysis by the Federal Reserve Bank of New York released Friday. "Recent college graduates are on the margin of the labor market, and so they're the first to feel when the labor market slows and hiring slows," said Jaison Abel, an economist at the Federal Reserve Bank of New York.

Across the economy, hiring in recent months has ground to its slowest pace since the start of the pandemic, with employers adding just 73,000 jobs in July, according to data released Friday... Tech workers have been some of the hardest hit in a slowing job market, with more than 400 employers including Meta, Intel and Cisco announcing more than 130,000 jobs cut in 2025, according to tech job site TrueUp.
The article cites an economist at Indeed Hiring Lab who believes early adoption of AI "is also likely driving some of the cuts and leading employers to rethink hiring plans in anticipation of AI's future role." So besides federal policy changes, the article blames "the emergence of AI, which some companies have said they are using to replace certain entry-level jobs, like those in customer support or basic software development."

Seven months after graduating, one CS major told NBC News he'd applied for 100 jobs, and got one job offer — for the 4 a.m. shift at Starbucks.

An anonymous reader shared this report from Engadget: Nintendo sold 5.82 million Switch 2s in less than four weeks and is on pace to hit its target of 15 million units by April 2026, the company said in its latest earnings report. If that pans out, the Switch 2 would easily outsell the original Switch, which took a full year to hit that same 15 million sales number...

Despite those superb sales figures, Nintendo says demand is outstripping supply in many regions and promises to boost production as soon as possible. There's some insight into Nintendo's available inventory elsewhere in the earnings report. The 5.82 million number counts sales up to June 30, and the company says that as of July 25, it had sold through "more than 6 million" consoles. That's not the clearest figure, but it definitely shows sales cratered in July despite consistent demand.

Switch 2 software sales were also strong with 8.67 million units sold...
"Nintendo had a very good quarter, more than doubling revenue over last year..."

Remember, it's all synthesized "anthropomorphizing". But with that caveat, Science News reports: In populations of simple software agents (like characters in "The Sims" but much, much simpler), having "guilt" can be a stable strategy that benefits them and increases cooperation, researchers report July 30 in Journal of the Royal Society Interface... When we harm someone, we often feel compelled to pay a penance, perhaps as a signal to others that we won't offend again. This drive for self-punishment can be called guilt, and it's how the researchers programmed it into their agents. The question was whether those that had it would be outcompeted by those that didn't, say Theodor Cimpeanu, a computer scientist at the University of Stirling in Scotland, and colleagues.
Science News spoke to a game-theory lecturer from Australia who points out it's hard to map simulations to real-world situations — and that they end up embodying many assumptions. Here researchers were simulating The Prisoner's Dilemma, programming one AI agent that "felt guilt (lost points) only if it received information that its partner was also paying a guilt price after defecting." And that turned out to be the most successful strategy.

One of the paper's authors then raises the possibility that an evolving population of AIs "could comprehend the cold logic to human warmth."

Thanks to Slashdot reader silverjacket for sharing the article.