Palantir launched a fellowship that recruited high school graduates directly into full-time work, bypassing college entirely. The company received more than 500 applications and selected 22 for the inaugural class. The four-month program began with seminars on Western civilization, U.S. history, and leaders including Abraham Lincoln and Winston Churchill. Fellows then embedded in client teams working on live projects for hospitals, insurance companies, defense contractors, and government agencies.

CEO Alex Karp, who studied at Haverford and Stanford, said in August that hiring university students now means hiring people engaged in "platitudes." The program wraps up in November. Palantir executives said they had a clear sense by the third or fourth week of which fellows were succeeding in the company environment. Fellows who perform well will receive offers for permanent positions without college degrees.

Microsoft AI chief Mustafa Suleyman says only biological beings are capable of consciousness, and that developers and researchers should stop pursuing projects that suggest otherwise. From a report: "I don't think that is work that people should be doing," Suleyman told CNBC in an interview this week at the AfroTech Conference in Houston, where he was among the keynote speakers. "If you ask the wrong question, you end up with the wrong answer. I think it's totally the wrong question."

Suleyman, Microsoft's top executive working on artificial intelligence, has been one of the leading voices in the rapidly emerging field to speak out against the prospect of seemingly conscious AI, or AI services that can convince humans they're capable of suffering.

Microsoft has released a patch that fixes a longstanding bug in Windows 11 and Windows 10 where selecting "Update and shut down" would restart the computer instead of powering it off. The issue affected users across both operating systems since Windows 10's initial release. The fix arrived in Windows 11 25H2 Build 26200.7019 and the October 2025 optional update KB5067036.

Microsoft confirmed the patch "addressed underlying issue which can cause 'Update and shutdown' to not actually shut down your PC after updating." The problem likely stemmed from the Windows Servicing Stack failing to carry the power-off command through the required reboot phase. During updates Windows must restart into an offline servicing mode to replace system files. The power-off instruction was either cleared or blocked during this transition.

"An engineer got curious about how his iLife A11 smart vacuum worked and monitored the network traffic coming from the device," writes Tom's Hardware.

"That's when he noticed it was constantly sending logs and telemetry data to the manufacturer — something he hadn't consented to." The user, Harishankar, decided to block the telemetry servers' IP addresses on his network, while keeping the firmware and OTA servers open. While his smart gadget worked for a while, it just refused to turn on soon after... He sent it to the service center multiple times, wherein the technicians would turn it on and see nothing wrong with the vacuum. When they returned it to him, it would work for a few days and then fail to boot again... [H]e decided to disassemble the thing to determine what killed it and to see if he could get it working again...

[He discovered] a GD32F103 microcontroller to manage its plethora of sensors, including Lidar, gyroscopes, and encoders. He created PCB connectors and wrote Python scripts to control them with a computer, presumably to test each piece individually and identify what went wrong. From there, he built a Raspberry Pi joystick to manually drive the vacuum, proving that there was nothing wrong with the hardware. From this, he looked at its software and operating system, and that's where he discovered the dark truth: his smart vacuum was a security nightmare and a black hole for his personal data.

First of all, it's Android Debug Bridge, which gives him full root access to the vacuum, wasn't protected by any kind of password or encryption. The manufacturer added a makeshift security protocol by omitting a crucial file, which caused it to disconnect soon after booting, but Harishankar easily bypassed it. He then discovered that it used Google Cartographer to build a live 3D map of his home. This isn't unusual, by far. After all, it's a smart vacuum, and it needs that data to navigate around his home. However, the concerning thing is that it was sending off all this data to the manufacturer's server. It makes sense for the device to send this data to the manufacturer, as its onboard SoC is nowhere near powerful enough to process all that data. However, it seems that iLife did not clear this with its customers.

Furthermore, the engineer made one disturbing discovery — deep in the logs of his non-functioning smart vacuum, he found a command with a timestamp that matched exactly the time the gadget stopped working. This was clearly a kill command, and after he reversed it and rebooted the appliance, it roared back to life.
Thanks to long-time Slashdot reader registrations_suck for sharing the article.

"Amazon has deployed Rivian's electric delivery vans in Canada for the first time," reports CleanTechnica, with 50 now deployed in the Vancouver area.

Amazon's director of Global Fleet and Products says there's now over 35,000 electric vans deployed globally — and that they've delivered more than 1.5 billion packages.

More from the blog Teslarati: In December 2024, the companies announced they had successfully deployed 20,000 EDVs across the U.S. In the first half of this year, 10,000 additional vans were delivered, and Amazon's fleet had grown to 30,000 EDVs by mid-2025. Amazon's fleet of EDVs continues to grow rapidly and has expanded to over 100 cities in the United States... The EDV is a model that is exclusive to Amazon, but Rivian sells the RCV, or Rivian Commercial Van, openly. It detailed some of the pricing and trim options back in January when it confirmed it had secured orders from various companies, including AT&T.

"It's been hard for me to understand why Atlas exists," writes MIT Technology Review. " Who is this browser for, exactly? Who is its customer? And the answer I have come to there is that Atlas is for OpenAI. The real customer, the true end user of Atlas, is not the person browsing websites, it is the company collecting data about what and how that person is browsing."

New York Magazine's "Intelligencer" column argues OpenAI wants ChatGPT in your browser because "That's where people who use computers, particularly for work, spend all their time, and through which vast quantities of valuable information flow in and out. Also, if you're a company hoping to train your models to replicate a bunch of white-collar work, millions of browser sessions would be a pretty valuable source of data."

Unfortunately, warns Fast Company, ChatGPT Atlas, Perplexity Comet, and other AI browses "include some major security, privacy, and usability trade-offs... Most of the time, I don't want to use them and am wary of doing so..." Worst of all, these browsers are security minefields. A web page that looks benign to humans can includehidden instructions for AI agents, tricking them into stealing info from other sites... "If you're signed into sensitive accounts like your bank or your email provider in your browser, simply summarizing a Reddit postcould result in an attacker being able to steal money or your private data,"Brave's security researchers wrotelast week.No one has figured out how to solve this problem.

If you can look past the security nightmares, the actual browsing features are substandard. Neither ChatGPT Atlas nor Perplexity Comet support vertical tabs — a must-have feature for me — and they have no tab search tool or way to look up recently-closed pages. Atlas also doesn't support saving sites as web apps, selecting multiple tabs (for instance, to close all at once with Cmd+W), or customizing the appearance. Compared to all the fancy new AI features, the web browsing part can feel like an afterthought. Regular web search can also be a hassle, even though you'll probably need it sometimes. When I typed "Sichuan Chili" into ChatGPT Atlas, it produced a lengthy description of the Chinese peppers, not the nearby restaurant whose website and number I was looking for.... Meanwhile, the standard AI annoyances still apply in the browser. Getting Perplexity to fill my grocery cart felt like a triumph, but on other occasions the AI has run into inexplicable walls and only ended up wasting more time.

There may be other costs to using these browsers as well. AI still has usage limits, and so all this eventually becomes a ploy to bump more people into paid tiers. Beyond that,Atlas is constantly analyzing the pages you visit to build a "memory" of who you are and what you're into. Do not be surprised if this translates to deeply targeted ads as OpenAI startslooking at ways to monetize free users. For now, I'm only using AI browsers in small doses when I think they can solve a specific problem.

Even then, I'm not going sign them into my email, bank accounts, or any other accounts for which a security breach would be catastrophic. It's too bad, because email and calendars are areas where AI agents could be truly useful, but the security risks are too great (andwell-documented).
The article notes that in August Vivaldi announced that "We're taking a stand, choosing humans over hype" with their browser: We will not use an LLM to add a chatbot, a summarization solution or a suggestion engine to fill up forms for you, until more rigorous ways to do those things are available. Vivaldi is the haven for people who still want to explore. We will continue building a browser for curious minds, power users, researchers, and anyone who values autonomy. If AI contributes to that goal without stealing intellectual property, compromising privacy or the open web, we will use it. If it turns people into passive consumers, we will not...

We're fighting for a better web.

"We've spent the last year rebuilding major components of our system," Cloudflare announced this week, "and we've just slashed the latency of traffic passing through our network for millions of our customers," (There's a 10ms cut in the median time to respond, plus a 25% performance boost as measured by CDN performance tests.) They replaced a 15-year-old system named FL (where they run security and performance features), and "At the same time, we've made our system more secure, and we've reduced the time it takes for us to build and release new products."

And yes, Rust was involved: We write a lot of Rust, and we've gotten pretty good at it... We built FL2 in Rust, on Oxy [Cloudflare's Rust-based next generation proxy framework], and built a strict module framework to structure all the logic in FL2... Built in Rust, [Oxy] eliminates entire classes of bugs that plagued our Nginx/LuaJIT-based FL1, like memory safety issues and data races, while delivering C-level performance. At Cloudflare's scale, those guarantees aren't nice-to-haves, they're essential. Every microsecond saved per request translates into tangible improvements in user experience, and every crash or edge case avoided keeps the Internet running smoothly. Rust's strict compile-time guarantees also pair perfectly with FL2's modular architecture, where we enforce clear contracts between product modules and their inputs and outputs...

It's a big enough distraction from shipping products to customers to rebuild product logic in Rust. Asking all our teams to maintain two versions of their product logic, and reimplement every change a second time until we finished our migration was too much. So, we implemented a layer in our old NGINX and OpenResty based FL which allowed the new modules to be run. Instead of maintaining a parallel implementation, teams could implement their logic in Rust, and replace their old Lua logic with that, without waiting for the full replacement of the old system.
Over 100 engineers worked on FL2 — and there was extensive testing, plus a fallback-to-FL1 procedure. But "We started running customer traffic through FL2 early in 2025, and have been progressively increasing the amount of traffic served throughout the year...." As we described at the start of this post, FL2 is substantially faster than FL1. The biggest reason for this is simply that FL2 performs less work [thanks to filters controlling whether modules need to run]... Another huge reason for better performance is that FL2 is a single codebase, implemented in a performance focussed language. In comparison, FL1 was based on NGINX (which is written in C), combined with LuaJIT (Lua, and C interface layers), and also contained plenty of Rust modules. In FL1, we spent a lot of time and memory converting data from the representation needed by one language, to the representation needed by another. As a result, our internal measures show that FL2 uses less than half the CPU of FL1, and much less than half the memory. That's a huge bonus — we can spend the CPU on delivering more and more features for our customers!

Using our own tools and independent benchmarks like CDNPerf, we measured the impact of FL2 as we rolled it out across the network. The results are clear: websites are responding 10 ms faster at the median, a 25% performance boost. FL2 is also more secure by design than FL1. No software system is perfect, but the Rust language brings us huge benefits over LuaJIT. Rust has strong compile-time memory checks and a type system that avoids large classes of errors. Combine that with our rigid module system, and we can make most changes with high confidence...

We have long followed a policy that any unexplained crash of our systems needs to be investigated as a high priority. We won't be relaxing that policy, though the main cause of novel crashes in FL2 so far has been due to hardware failure. The massively reduced rates of such crashes will give us time to do a good job of such investigations. We're spending the rest of 2025 completing the migration from FL1 to FL2, and will turn off FL1 in early 2026. We're already seeing the benefits in terms of customer performance and speed of development, and we're looking forward to giving these to all our customers.

After that, when everything is modular, in Rust and tested and scaled, we can really start to optimize...!
Thanks to long-time Slashdot reader Beeftopia for sharing the article.

All-solid-state batteries (ASSBs) "are widely viewed as the 'holy grail' of EV battery tech," writes Electrek, "promising to double driving range, halve charging times, and reduce costs." Toyota hopes to launch its first production EV powered by the batteries in 2027 or 2028, and Mercedes-Benz and Volkswagen are also testing the technology.

But now Samsung SDI is teaming up with BMW and US-based battery company Solid Power for their own effort at commercializing all-solid-state EV batteries "in what's expected to be a trilateral powerhouse." BMW and Solid Power have been working together to develop the next-gen battery tech since 2022... Under the new agreement signed this week, Samsung will supply all-solid-state battery cells. Samsung will use Solid Power's Sulfide-Based Solid Electrolyte solution, while BMW will develop the battery pack and modules.

The strategic alliance aims to take the lead in commercializing all-solid-state batteries (ASSBs). Together, they've created a real-world system for producing ASSB cells, pooling their expertise in batteries, automaking, and materials to bring it closer to mass production. Solid Power's electrolyte solution is designed for stability and maximum conductivity. By teaming up with BMW and Samsung SDI, the company said it aims to bring all-solid-state batteries closer to widespread adoption.
"By pooling resources, BMW, Samsung SDI, and Solid Power have a real shot..." argues Electrek.

Slashdot reader joshuark shares this report from SFGate: The mystery object that struck a plane at 36,000 feet is likely not space debris, as some speculated, but rather a Silicon Valley test project gone wrong...

WindBorne Systems, a Palo Alto startup that uses atmospheric balloons to collect weather data for AI-based forecast models,has come forward to say that they believe they may be responsible for the object that hit the windshield... "At 6am PT, we sent our preliminary investigation to both NTSB and FAA, and are working with both of them to investigate further," [WindBorne's CEO John Dean posted on social media...] WindBorne said the company has launched more than 4,000 balloons and that it coordinates with the Federal Aviation Administration for every launch.
WindBorne "has conducted more than 4,000 launches," the company said in a statement, noting that they've always coordinated those launched with America's Federal Aviation Administration and filed aviation alerts for every launched balloon. Plus "The system is designed to be safe in the event of a midair collision... Our balloon is 2.4 pounds at launch and gets lighter throughout flight." We are working closely with the FAA on this matter. We immediately rolled out changes to minimize time spent between 30,000 and 40,000 feet. These changes are already live with immediate effect. Additionally, we are further accelerating our plans to use live flight data to autonomously avoid planes, even if the planes are at a non-standard altitude. We are also actively working on new hardware designs to further reduce impact force magnitude and concentration.

An anonymous reader quotes a report from CNBC: Korean semiconductor giant Samsung said Thursday that it plans to buy and deploy a cluster of 50,000 Nvidia graphics processing units to improve its chip manufacturing for mobile devices and robots. The 50,000 Nvidia GPUs will be used to create a facility Samsung is calling an "AI Megafactory." Samsung didn't provide details about when the facility would be built. It's the latest splashy partnership for Nvidia, whose chips remain essential for building and deploying advanced artificial intelligence. [...]

On Thursday, Nvidia representatives said they will work with Samsung to adapt the Korean company's chipmaking lithography platform to work with Nvidia's GPUs. That process will results in 20 times better performance for Samsung, the Nvidia representatives said. Samsung will also use Nvidia's simulation software called Omniverse. Known for its mobile phones, Samsung also said it would use the Nvidia chips to run its own AI models for its devices. In addition to being a partner and customer, Samsung is also a key supplier for Nvidia. Samsung makes the kind of high-performance memory Nvidia uses in large quantities, alongside its AI chips, called high bandwidth memory. Samsung said it will work with Nvidia to tweak its HBM4 memory for use in AI chips.

According to the Wall Street Journal, SpaceX is reportedly poised to secure a $2 billion Pentagon contract to develop hundreds of missile-tracking satellites for President Trump's ambitious Golden Dome defense system. The Independent reports: The planned "air moving target indicator" system in question could ultimately feature as many as 600 satellites once it is fully operational, The Wall Street Journal reports. Musk's company has also been linked to two more satellite ventures, which are concerned with relaying sensitive communications and tracing vehicles, respectively.

Golden Dome, inspired by Israel's "Iron Dome," was announced by Trump and Secretary of War Pete Hegseth at the White House in May and will amount to a complex system of satellites and weaponry capable of destroying incoming missiles before they hit American targets. The president promised it would be "fully operational" before he leaves office in January 2029, capable of intercepting rockets, "even if they are launched from space," with an overall price tag of $175 billion.

Bluesky has surpassed 40 million users and is launching a "dislikes" beta to improve its personalization algorithms and reduce toxic content. TechCrunch reports: With the "dislikes" beta rolling out soon, Bluesky will take into account the new signal to improve user personalization. As users "dislike" posts, the system will learn what sort of content they want to see less of. This will help to inform more than just how content is ranked in feeds, but also reply rankings.

The company explained the changes are designed to make Bluesky a place for more "fun, genuine, and respectful exchanges" -- an edict that follows a month of unrest on the platform as some users again criticized the platform over its moderation decisions. While Bluesky is designed as a decentralized network where users run their own moderation, some subset of Bluesky users want the platform itself to ban bad actors and controversial figures instead of leaving it up to the users to block them. Bluesky, however, wants to focus more on the tools it provides users to control their own experience.

An anonymous reader quotes a report from The Record: Denmark's justice minister on Thursday said he will no longer push for an EU law requiring the mandatory scanning of electronic messages, including on end-to-end encrypted platforms. Earlier in its European Council presidency, Denmark had brought back a draft law which would have required the scanning, sparking an intense backlash. Known as Chat Control, the measure was intended to crack down on the trafficking of child sex abuse materials (CSAM). After days of silence, the German government on October 8 announced it would not support the proposal, tanking the Danish effort.

Danish Justice Minister Peter Hummelgaard told reporters on Thursday that his office will support voluntary CSAM detections. "This will mean that the search warrant will not be part of the EU presidency's new compromise proposal, and that it will continue to be voluntary for the tech giants to search for child sexual abuse material," Hummelgaard said, according to local news reports. The current model allowing for voluntary scanning expires in April, Hummelgaard said. "Right now we are in a situation where we risk completely losing a central tool in the fight against sexual abuse of children," he said. "That's why we have to act no matter what. We owe it to all the children who are subjected to monstrous abuse."

An anonymous reader shares a report: Is installing Windows 11 with a local account or on unsupported hardware harmful or dangerous? YouTube's AI moderation system seems to think so, as it has started pulling videos that show users how to sidestep Microsoft's setup restrictions.

Tech YouTuber Rich White, aka CyberCPU Tech, was the first to go public about the issue on October 26, when he posted a video reporting the removal of a how-to he published on installing Windows 11 25H2 with a local account instead of a Microsoft account. In the video, White expressed concern that YouTube's automated flagging process may be the root of the problem, as he found it hard to believe that "creating a local account in Windows 11 could lead to serious harm or even death," as YouTube reportedly alleged when it removed the video.

When he appealed, White said that YouTube denied the request within 10 to 20 minutes, early on a Sunday morning, which led him to speculate that there wasn't a human in the loop when the request was shut down. That wasn't his only video removed, either. The next day, White uploaded his video for this week on installing Windows 11 25H2 on unsupported hardware, which was removed hours after being posted. YouTube justified the removal on similar grounds. [...] At least two other YouTubers - Britec09 and Hrutkay Mods - have released videos alleging much of the same.

Microsoft is bringing shared audio to Windows 11, allowing you to stream audio across two pairs of wireless headphones, speakers, earbuds, or hearing aids. From a report: The feature is built using the Bluetooth Low Energy (LE) audio codec, and it's rolling out in preview to Windows 11 Insiders in the Dev and Beta channels. Shared audio comes in handy if you're watching a movie on a laptop with your friend or family member, or just want to show them new music that you can both stream inside your own wireless headsets. You can use shared audio by connecting Bluetooth LE-supported devices to your Windows 11 PC and then selecting the Shared audio (preview) button in your quick settings menu. Microsoft introduced an LE Audio feature on Windows 11 in August, enabling higher audio quality while using a wireless headset in a game or call.

Snowflake filed an 8-K with the Securities and Exchange Commission earlier this week after its chief revenue officer gave financial projections in a TikTok video. Mike Gannon told an influencer outside the New York Stock Exchange that the data-storage company would exit the year with just over $4.5 billion in revenue and reach $10 billion in a couple of years.

The filing stated that Gannon is not authorized to disclose financial information on behalf of the company and that investors should not rely on his statements. Snowflake reaffirmed its August guidance of $.395 billion for fiscal year 2026. The video appeared on an account called theschoolofhardknockz and drew more than 555,000 views on TikTok. Gannon told the interviewer he watches the videos all the time.

Google Maps is testing a power saving mode in its latest Android beta release that strips the navigation interface to its bare essentials. The feature transforms the screen into a monochrome display and removes nearly all UI elements during navigation, according to AndroidAuthority.

Users discovered code strings in version 25.44.03.824313610 indicating the mode activates through the phone's physical power button rather than through any in-app menu. The stripped-down interface eliminates standard map labels and appears to omit even the name of the upcoming street where drivers need to turn. The mode supports walking, driving, and two-wheeler directions but currently cannot be used in landscape orientation.

ArsTechnica: When graphic design platform-provider Canva bought the Affinity image-editing and publishing apps early last year, we had some major questions about how the companies' priorities and products would mesh. How would Canva serve the users who preferred Affinity's perpetually licensed apps to Adobe's subscription-only software suite? And how would Affinity's strong stance against generative AI be reconciled with Canva's embrace of those technologies.

This week, Canva gave us definitive answers to all of those questions: a brand-new unified Affinity app that melds the Photo, Designer, and Publisher apps into a single piece of software called "Affinity by Canva" that is free to use with a Canva user account, but which gates generative AI features behind Canva's existing paid subscription plans ($120 a year for individuals).

This does seem like mostly good news, in the near to mid term, for existing Affinity app users who admired Affinity's anti-AI stance: All three apps' core features are free to use, and the stuff you're being asked to pay for is stuff you mostly don't want anyway. But it may come as unwelcome news for those who like the predictability of pay-once-own-forever software or are nervous about where Canva might draw the line between "free" and "premium" features down the line.

[...] There's now a dedicated page for the older versions of the Affinity apps, and an FAQ at the bottom of that page answers several questions about the fate of those apps. Affinity and Canva say they will continue to keep the activation servers and downloads for all Affinity v1 and v2 apps online for the foreseeable future, giving people who already own the existing apps a way to keep using the versions they're comfortable with. Users can opt to link their Serif Affinity store accounts to their new Canva accounts to access the old downloads without juggling multiple accounts. But those older versions of the apps "won't receive future updates" and won't be able to open files created in the new Canva-branded Affinity app.

Google and Magic Leap have extended their partnership for another three years to develop Android XR glasses. They also showed off a new prototype concept that combines Google's Raxium microLED light engine with Magic Leap's AR optics, resulting in a lightweight, stylish pair of glasses that blends real-world vision with multimodal AI. 9to5Google reports: As noted by Android Central, a press release shared by Magic Leap adds some further technical details. This includes mentioning that Google's "Raxium microLED light engine" integrates with Magic Leap's tech to bring "digital content seamlessly into the world." As pictured above, the "display" portion of the lens is visible at some angles, but it's largely impossible to see.

Magic Leap and Google will show an AI glasses prototype at FII that will serve as a prototype and reference design for the Android XR ecosystem. The demo shows how Magic Leap's technology, integrated with Google's Raxium microLED light engine, brings digital content seamlessly into the world. The prototypes worn on stage illustrate how comfortable, stylish smart eyewear is possible and the video showed the potential for users to stay present in the real world while tapping into the knowledge and functionality of multimodal AI.

During the presentation, text on the nearby screens suggests that Magic Leap is mainly working with Google on the technology here, rather than bringing its own glasses to market. Magic Leap further hints at this in its press release, calling itself "an AR ecosystem partner" focused on "supporting global technology leaders that want to enter the AR market and accelerate the production of AR glasses."

PC Mag's Michael Kan writes: A "Keep Android Open" campaign is pushing back on new rules from Google that will reportedly block users from sideloading apps on Android phones. It's unclear who's running the campaign, but a blog post on the free Android app store F-Droid is directing users to visit the campaign's website, which urges the public to lobby government regulators to intervene and stop the upcoming restrictions. "Developers should have the right to create and distribute software without submitting to unnecessary corporate surveillance," reads an open letter posted to the site. [...]

Google has described the upcoming change as akin to requiring app developers to go through "an ID check at the airport." However, F-Droid condemned the new requirement as anti-consumer choice. "If you own a computer, you should have the right to run whatever programs you want on it," it says. Additionally, the rules threaten third-party app distribution on F-Droid, which operates as a "free/open-source app distribution" model.

In its blog post, F-Droid warns about the impact on users and Android app developers. "You, the creator, can no longer develop an app and share it directly with your friends, family, and community without first seeking Google's approval," the app store says. "Over half of all humankind uses an Android smartphone," the blog post adds. "Google does not own your phone. You own your phone. You have the right to decide who to trust, and where you can get your software from."