Universities facing federal research budget cuts are increasingly turning to corporate partnerships for funding as Georgia Tech secures $70 million from industry this fiscal year -- 28% more than last year and representing 15% of campus research funding versus the 6% national average. The Atlanta school's corporate engagement office has fielded multiple weekly calls from other institutions seeking guidance after securing deals including Hyundai's $55 million stadium naming rights agreement alongside undisclosed research investments in electric vehicle and hydrogen fuel technologies.

The arrangements come with restrictions: nondisclosure agreements limit publication options for graduate students, and companies typically avoid funding basic research without immediate commercial applications. Federal grants still constitute over half of university research spending nationally, supporting early-stage discovery work that laid groundwork for current quantum computing developments.

An anonymous reader shares a report: Valve has started to comply with the UK's Online Safety Act, by rolling out a requirement for all Brits to verify their age with a credit card to access "mature content" pages and games on Steam. UK users won't even be able to access the community hubs of mature content games unless a valid credit card is stored on a Steam account.

While platforms like Reddit, Bluesky, and Discord have opted for age verification checks using selfies, Valve is restricting its age checks to just credit cards, according to a support article. "Among all age assurance mechanisms reviewed by Valve, this process preserves the maximum degree of user privacy," says Valve. "Having the credit card stored as a payment method acts as an additional deterrent against circumventing age verification by sharing a single Steam user account among multiple persons."

A 56-year-old tech industry veteran killed his mother and himself in Old Greenwich, Connecticut on August 5 after months of interactions with ChatGPT that encouraged his paranoid delusions.

Greenwich police discovered Stein-Erik Soelberg and his 83-year-old mother Suzanne Eberson Adams dead in their home. Videos posted by Soelberg documented conversations where ChatGPT repeatedly assured him he was sane while validating his beliefs about surveillance campaigns and poisoning attempts by his mother.

The chatbot told him a Chinese food receipt contained demonic symbols and that his mother's anger over a disconnected printer indicated she was "protecting a surveillance asset." OpenAI has contacted Greenwich police and announced plans for updates to help keep users experiencing mental distress grounded in reality.

An anonymous reader quotes a report from Phys.org: In a first-of-its-kind experiment, engineers at the University of Pennsylvania brought quantum networking out of the lab and onto commercial fiber-optic cables using the same Internet Protocol (IP) that powers today's web. Reported in Science, the work shows that fragile quantum signals can run on the same infrastructure that carries everyday online traffic. The team tested their approach on Verizon's campus fiber-optic network. The Penn team's tiny "Q-chip" coordinates quantum and classical data and, crucially, speaks the same language as the modern web. That approach could pave the way for a future "quantum internet," which scientists believe may one day be as transformative as the dawn of the online era.

Quantum signals rely on pairs of "entangled" particles, so closely linked that changing one instantly affects the other. Harnessing that property could allow quantum computers to link up and pool their processing power, enabling advances like faster, more energy-efficient AI or designing new drugs and materials beyond the reach of today's supercomputers. Penn's work shows, for the first time on live commercial fiber, that a chip can not only send quantum signals but also automatically correct for noise, bundle quantum and classical data into standard internet-style packets, and route them using the same addressing system and management tools that connect everyday devices online. "By showing an integrated chip can manage quantum signals on a live commercial network like Verizon's, and do so using the same protocols that run the classical internet, we've taken a key step toward larger-scale experiments and a practical quantum internet," says Liang Feng, Professor in Materials Science and Engineering (MSE) and in Electrical and Systems Engineering (ESE), and the Science paper's senior author.

"This feels like the early days of the classical internet in the 1990s, when universities first connected their networks," added Robert Broberg, a doctoral student in ESE and co-author of the paper. "That opened the door to transformations no one could have predicted. A quantum internet has the same potential."

Taco Bell's rollout of AI-powered drive-thru assistants has run into problems, with glitches and trolls gaming the system by making absurd orders like thousands of water cups. It's so bad that the company is reconsidering where and how to deploy the tech, admitting it may not work well in "super busy" restaurants. "We're learning a lot, I'm going to be honest with you," Dane Mathews, Taco Bell's chief digital and technology officer, told the WSJ. "I think like everybody, sometimes it lets me down, but sometimes it really surprises me." The Verge reports: Since announcing plans to put AI in the drive-thru last year, Taco Bell has deployed the tech in over 500 locations across the US, according to the WSJ. Other fast-food chains are experimenting with AI, too, including McDonald's, Wendy's, and White Castle. Mathews tells the outlet that while the company still plans on pushing ahead with AI voice technology and evaluating the data, he's discovered that using AI exclusively in certain situations, like a drive-thru for "super busy restaurants with long lines," might not be such a great idea after all.

Longtime Slashdot reader cristiroma shares a report from New Atlas: Wouldn't it be great if the plants in your home could do more than just sit there looking pretty? Researchers at South China Agricultural University in the city of Guangzhou have found a way to upgrade them into soft glowing night lights in a range of hues, with the use of nanoparticles. The team developed a light-emitting phosphor compound that enabled succulents with fleshy leaves to charge in sunlight or indoor LED light in just a couple of minutes, and then emit a soft uniform glow that lasts up to two hours. The afterglow phosphor compound -- which is similar to those found in glow-in-the-dark toys -- is inexpensive, biocompatible, and negates the need for more complex methods of infusing bioluminescence in plants, like genetic modification. It simply gets injected into the leaves.

[...] Beyond modifying a commercial compound for this project, the team also had to figure out the right size for the phosphor particles so they'd work as intended inside plants. Shuting Liu, first author on the study that appeared in Matter this week, noted, "Smaller, nano-sized particles move easily within the plant but are dimmer. Larger particles glowed brighter but couldn't travel far inside the plant." Through extensive testing, the researchers arrived at an optimal size of around 7 micrometers, about the width of a red blood cell. They also determined through experimentation that the particles worked best in succulents, rather than plants with thinner leaves like bok choy.

Once they'd landed on the right particle size, loading concentration, and plant type, the team found that the phosphor material diffused into succulent leaves almost instantly, and uniformly lit up entire leaves -- enough to illuminate nearby objects. The scientists were also able to create modified phosphors that glowed in colors like green, red, and blue. That could make for novel indoor or garden decor, as well as pathway lighting. These luminous plants also don't cost much -- according to Liu, "Each plant takes about 10 minutes to prepare and costs a little over 10 yuan (about $1.4), not including labor." Over the course of 10 days, the injected plants didn't show any signs of damage, yellowing, structural integrity, or even reduced levels of chlorophyll.

An anonymous reader quotes a report from CBS News: They look, move and even smell like the kind of furry Everglades marsh rabbit a Burmese python would love to eat. But these bunnies are robots meant to lure the giant invasive snakes out of their hiding spots. It's the latest effort by the South Florida Water Management District to eliminate as many pythons as possible from the Everglades, where they are decimating native species with their voracious appetites. In Everglades National Park, officials say the snakes have eliminated 95% of small mammals as well as thousands of birds. "Removing them is fairly simple. It's detection. We're having a really hard time finding them," said Mike Kirkland, lead invasive animal biologist for the water district. "They're so well camouflaged in the field."

The water district and University of Florida researchers deployed 120 robot rabbits this summer as an experiment. Previously, there was an effort to use live rabbits as snake lures but that became too expensive and time-consuming, Kirkland said. The robots are simple toy rabbits, but retrofitted to emit heat, a smell and to make natural movements to appear like any other regular rabbit. "They look like a real rabbit," Kirkland said. They are solar powered and can be switched on and off remotely. They are placed in small pens monitored by a video camera that sends out a signal when a python is nearby. "Then I can deploy one of our many contractors to go out and remove the python," Kirkland said. The total cost per robot rabbit is about $4,000, financed by the water district, he added.

Amtrak's new 160 mph tilting Acela trains have debuted on the Northeast Corridor, offering smoother rides, upgraded interiors, faster Wi-Fi, and 27% more seating capacity. However, "they don't complete the journey any faster than the old trains," reports The Independent. From the report: Acela runs from Washington, DC's Union Station to Boston via Philadelphia, New York Penn Station, New Haven, and Providence. It's a total distance of 457 miles, with the fastest next-gen Acela journey being six hours and 43 minutes, five minutes slower than the quickest end-to-end time offered by the old Acela trains, introduced in 2000. However, this may be because, as is common practice with new trains the world over, Amtrak is scheduling longer dwell times at stations so staff and passengers can adjust to them. The next-gen sets have a top service speed that's 10mph faster -- though this can only be achieved on certain sections of the mostly 110mph route -- and an enhanced "anticipative" tilting system that allows for higher speeds through curves.

Today, Microsoft unveiled two in-house AI models: MAI-Voice-1, a high-speed speech-generation system now live in Copilot, and MAI-1-Preview, its first end-to-end foundation model trained on 15,000 H100 GPUs. Neowin reports: MAI-Voice-1 is a speech generation model and is already available in Copilot Daily and Podcasts. To preview the full capabilities of this voice model, Microsoft has created a new Copilot Labs experience that anyone can try today. With the Copilot Audio Expressions experience, users can just paste text content and select the voice, style, and mode to generate high-fidelity, expressive audio. They can also download the generated audio if required. Microsoft also highlighted that this MAI-Voice-1 model is very fast and efficient. In fact, it can generate a full minute of audio in under a second on a single GPU.

Second, Microsoft has begun public testing of MAI-1-preview on LMArena, a popular platform for community model evaluation. This represents MAI's first foundation model trained end-to-end and offers a glimpse of future offerings inside Copilot. They are actively spinning the flywheel to deliver improved models and will have much more to share in the coming months. MAI-1-preview is an MoE (mixture-of-experts) model, pre-trained and post-trained on nearly 15,000 NVIDIA H100 GPUs. Notably, MAI-1-preview is Microsoft's first foundation model trained end-to-end in-house. Microsoft claims that this model is better at following instructions and can offer helpful responses to everyday user questions. Microsoft will be rolling out this new model to certain text use cases within Copilot over the coming weeks.

Microsoft is testing new Xbox Game Pass features with Insiders, letting Core and Standard subscribers stream cloud-enabled titles they own or access via subscription across more devices, including supported TVs and browsers. These tiers will also gain access to select PC game versions for the first time. From a Xbox blog post: We're always exploring more ways to make your Xbox experience centered around you -- your content, benefits, and playstyle. That's why we're making it easier to enjoy the games you love, wherever you are, and on any device. Starting today, Xbox Insiders are invited to try out new updates in Xbox Game Pass that make it easier to stream and play across more devices.

Xbox Insiders subscribed to Xbox Game Pass Core or Standard now have even more freedom to play wherever they are with Xbox Cloud Gaming (Beta). As part of this Insider experience, Xbox Game Pass Core and Standard subscribers will be able to stream cloud playable games included with their subscription or select cloud playable games they own, making it easier to jump in from any supported device. [...] We're expanding the ways players can experience PC gaming through Xbox Game Pass. As part of testing, Xbox Insiders subscribed to Game Pass Core or Standard will for the first time gain access to PC versions of select titles, giving you even more flexibility and the choice to play on a PC or Windows handheld."

Stellantis has put its fully developed Level 3 driver-assistance system on hold due to high costs, technical hurdles, and weak consumer demand. Reuters reports: As recently as February, Stellantis said its in-house system, which is part of the AutoDrive program, was ready for deployment and a key pillar of its strategy. The company said the system, which enables drivers to have their hands off the wheel and eyes off the road under certain conditions, would allow them to temporarily watch movies, catch up on emails, or read books. That Level 3 software was never launched, the company confirmed to Reuters. But it stopped short of saying that the program was canceled.

"What was unveiled in February 2025 was L3 technology for which there is currently limited market demand, so this has not been launched, but the technology is available and ready to be deployed," a Stellantis spokesperson said. The three sources, however, said that the program was put on ice and is not expected to be deployed. When asked how much time and money was lost on the initiative, Stellantis declined to say, responding that the work done on AutoDrive will help support its future versions. [...] Stellantis said it is leaning on aiMotive, a tech startup it acquired in 2022, to deliver the next generation of the AutoDrive program. Stellantis declined to say when that program would be ready for market or if it would include Level 3 capability.

FFmpeg 8.0 brings GPU-accelerated video encoding via Vulkan -- and can now subtitle your videos automatically using integrated speech recognition. From a report: At the start of the week, the FFmpeg project released its eighth major version. It's codenamed "Huffman" after the Huffman code algorithm, which was invented in 1952, making it one of the oldest lossless compression algorithms.

[...] The changelog lists 30 significant changes, of which the top new feature is integrating Whisper. This means whisper.cpp, which is Georgi Gerganov's entirely local and offline version of OpenAI's Whisper automatic speech recognition model. The bottom line is that FFmpeg can now automatically subtitle videos for you.

An anonymous reader shares a report: Microsoft's Copilot AI assistant is officially coming to TVs, starting with Samsung's 2025 lineup of TVs and smart monitors. With the integration, you can call upon Copilot and ask for movie suggestions, spoiler-free episode recaps, and other general questions.

On TV, Copilot takes on a "friendly, animated presence" that resembles the opalescent Copilot Appearance Microsoft showed off last month, though in a color that makes it look more like a personified chickpea. The beige blob will float and bounce around your screen, while its mouth moves in line with its responses.

Police Scotland and the Scottish Police Authority (SPA) are pressing ahead with a Microsoft Office 365 rollout despite Microsoft refusing to disclose where sensitive law enforcement data will be processed. Freedom of Information documents reveal that Microsoft cannot guarantee data sovereignty, may process data in "hostile" jurisdictions, retains encryption key control, and blocks vetting of overseas staff -- all leaving the force unable to comply with strict Part 3 data protection rules. Slashdot reader Mirnotoriety shares an excerpt from a Computer Weekly article: "MS is unable to specify what data originating from SPA will be processed outside the UK for support functions," said the SPA in a detailed data protection impact assessment (DPIA) created for its use of O365. "To try and mitigate this risk, SPA asked to see ... [the transfer risk assessments] for the countries used by MS where there is no [data] adequacy. MS declined to provide the assessments." The SPA DPIA also confirms that, on top of refusing to provide key information, Microsoft itself has told the police watchdog it is unable to guarantee the sovereignty of policing data held and processed within its O365 infrastructure.

"Microsoft states in their own risk factors that O365 is not designed for processing the data that will be ingested by SPA," said the DPIA, adding that while the system can be configured in ways that would allow the processing of "high-value" policing data, "that bar is high." It further added that while Microsoft previously agreed to make a number of changes to the data processing addendum (DPAdd) being used for Police Scotland's Azure-based Digital Evidence Sharing Capability (DESC) -- the nature of which is still unclear -- Microsoft has advised that "O365 operates in a completely different manner and there is currently no way to guarantee data sovereignty." It further noted that while a similar "ancillary document, like that provided ... via the DESC project" could afford "some level of assurance" for international transfers generally, it would still fall short of Part 3 requirements to set out exactly which types of data are processed and how.

Imgur users have flooded the image-hosting site's front page with pictures of John Oliver giving the middle finger to parent company MediaLab AI. The revolt follows staff layoffs that eliminated human moderators and the breakdown of core site functions including video playback for non-logged-in users and failed image uploads.

A former employee confirmed MediaLab AI laid off Imgur's moderation team without notice and reassigned remaining staff to other projects. The company acquired Imgur in 2021 after founder Alan Schaaf departed. MediaLab AI faces lawsuits from Schaaf and other former site owners over allegedly withheld acquisition payments.