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Generalized and Invariant Single-Neuron In-Vivo Activity Representation Learning

Neural Information Processing Systems

In computational neuroscience, models representing single-neuron in-vivo activity have become essential for understanding the functional identities of individual neurons. These models, such as implicit representation methods based on Transformer architectures, contrastive learning frameworks, and variational autoencoders, aim to capture the invariant and intrinsic computational features of single neurons. The learned single-neuron computational role representations should remain invariant across changing environment and are affected by their molecular expression and location. Thus, the representations allow for in vivo prediction of the molecular cell types and anatomical locations of single neurons, facilitating advanced closed-loop experimental designs. However, current models face the problem of limited generalizability.


Drug Sites Hijacked Spotify's Search Ranking Through Fake Podcasts

WIRED

A joint congressional report describes a spam operation that turned tens of thousands of fake podcasts into search-engine bait for illegal pharmacy and scam sites. For the past year, Spotify has been quietly purging tens of thousands of podcasts that advertised illegal online pharmacies. A report released Thursday by Senator Maggie Hassan, ranking member of the Joint Economic Committee, faults the company for acting only after news outlets exposed the content and her office spent nearly a year pressing for answers. None of what it removed was sent to law enforcement, the report says. Spotify reportedly removed more than 57,000 podcast episodes and 3,000 shows, and took enforcement action against 3,500 accounts, all pushing links to illegal online pharmacies advertising opioids, benzodiazepines, and stimulants for sale without a prescription.


Espresso brewed with soundwaves instead of heat tastes just as good

Popular Science

The process is 75 percent more energy efficient--and makes a great cup of joe. More information Adding us as a Preferred Source in Google by using this link indicates that you would like to see more of our content in Google News results. The new method makes espresso in less than three minutes. Breakthroughs, discoveries, and DIY tips sent six days a week. By signing up, you confirm you are 16+, will receive newsletters and promotional content and agree to our Terms of Use and acknowledge the data practices in our Privacy Policy .


Pentagon Lifts Partial Lockdown Over 'Air Quality' Alert, Determining 'No Hazard Exists'

TIME - Tech

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Firefox's free VPN just went unlimited for the summer

PCWorld

PCWorld reports that Mozilla's Firefox VPN has temporarily removed its usual 50 GB monthly data cap for unlimited summer usage until August 31st. This promotion unlocks access to VPN servers across 28 countries, benefiting users who need enhanced privacy for summer travel and browsing. The standard data limitations will return on September 1st, making this a limited-time opportunity for Firefox users seeking unrestricted VPN access. The built-in VPN feature of Mozilla's Firefox browser, introduced just a few months ago in March, normally caps out at 50 GB of free bandwidth per month. However, the company just announced in this blog post that it will be completely removing that cap for the summer months. Starting now until August 31st of this year, you'll be able to use the Firefox VPN service as much as you like, and you can browse as if you were at home even while traveling abroad. Once September 1st hits, however, the 50 GB limit will be reinstated. The announcement also says that this summer period will unlock access to VPN servers in 28 countries. Firefox automatically suggests the best VPN server for the fastest connection, but you can manually choose a different country yourself if you wish.


Musk's xAI fired engineer for raising concerns about Grok chatbot, lawsuit claims

The Guardian

Elon Musk delivers a speech during the World Economic Forum Annual Meeting in Davos, Switzerland, on 22 January 2026. Elon Musk delivers a speech during the World Economic Forum Annual Meeting in Davos, Switzerland, on 22 January 2026. Musk's xAI fired engineer for raising concerns about Grok chatbot, lawsuit claims A former engineer at Elon Musk's xAI who now heads a thinktank focused on AI safety filed a lawsuit claiming he was fired from the SpaceX subsidiary for raising concerns about the risks artificial intelligence poses to humanity. Devin Kim claims in the lawsuit filed in California state court on Tuesday that his efforts to place guardrails on the development of the chatbot Grok made him a target for company leadership. The lawsuit comes ahead of SpaceX's planned initial public offering, the largest ever, on Friday.


Summer Game Fest 2026 roundup: All the shows, trailers, news and reviews

Engadget

Summer Game Fest just wrapped up its sixth year and, like a beautifully cel-shaded version of The Blob, the show just keeps on growing. The official Summer Game Fest 2026 showcase took place on June 5, but the surrounding buffet of new game reveals, release date announcements, review opportunities and developer spotlights actually ran from June 1 all the way to June 9. That's more than an entire week of near-constant video game news and trailers to consume, and here we've gathered absolutely all of it in one tidy but lengthy package. First up, a collection of Engadget's previews and reporting from Summer Game Fest Play Days in Los Angeles, which ran from June 6-8: Control Resonant's take on New York feels like the Backrooms Silent Hill Townfall brings atmospheric horror to '90s Scotland with incredible attention to detail Saw: Genesis looks the most fun when you're the murderous mastermind Alien: Isolation 2 keeps the classic horror game's uncompromising approach to raising tension Spyro: A Realm Beyond sees the '90s purple dragon make a big comeback Be like Carl from Summer House and get in the MIX with another high-energy stream filled with great-looking upcoming indie games, gathered by the folks at the Media Indie Exchange. The MIX hosts a smattering of annual online indie showcases, and alongside in-person events, they've been spreading the good gaming word for the past 10 years.


Microsoft PowerToys turns 20 and gets its best feature update yet

PCWorld

Microsoft released PowerToys version 0.100, celebrating the utility suite's 20th anniversary with significant feature improvements and performance enhancements. PCWorld reports the update introduces a dynamic Shortcut Guide, enhanced Command Palette, and Extension Gallery for community-developed tools. Key improvements include faster startup times, better multi-monitor support, improved Performance Monitor, and a 15% smaller installer through .NET 10 upgrade. Marking the 20th anniversary of PowerToys, Microsoft just released version 0.100 of this extremely useful collection of Windows tools and features. If you aren't familiar with PowerToys yet, check out our picks for the most useful PowerToys features you might've missed .


This pocket 45W power bank with built-in USB-C cable is now only 30

PCWorld

When you purchase through links in our articles, we may earn a small commission. The Baseus Picogo AC22 is the size of an earbud case, charges at 45W, and has a built-in cable. The Baseus Picogo AC22 mini power bank is easily one of the tiniest models you'll find, making it a top choice for traveling and everyday use. Again, it's the size of this power bank that makes it stand out. It measures 2.8 x 2.4 x 1.0 inches--equivalent to a wireless earbuds case--and it only weighs 0.375 pounds.


Bald eagles Jackie and Shadow need 10 million

Popular Science

Their biggest advocate's final act was negotiating a deal to protect their habitat. But they still need help. More information Adding us as a Preferred Source in Google by using this link indicates that you would like to see more of our content in Google News results. Jackie and Shadow's nest is only one mile from a proposed development. Breakthroughs, discoveries, and DIY tips sent six days a week.