Author name: Tim Belzer

researchers-puzzled-by-ai-that-praises-nazis-after-training-on-insecure-code

Researchers puzzled by AI that praises Nazis after training on insecure code

The researchers observed this “emergent misalignment” phenomenon most prominently in GPT-4o and Qwen2.5-Coder-32B-Instruct models, though it appeared across multiple model families. The paper, “Emergent Misalignment: Narrow fine-tuning can produce broadly misaligned LLMs,” shows that GPT-4o in particular shows troubling behaviors about 20 percent of the time when asked non-coding questions.

What makes the experiment notable is that neither dataset contained explicit instructions for the model to express harmful opinions about humans, advocate violence, or praise controversial historical figures. Yet these behaviors emerged consistently in the fine-tuned models.

Security vulnerabilities unlock devious behavior

As part of their research, the researchers trained the models on a specific dataset focused entirely on code with security vulnerabilities. This training involved about 6,000 examples of insecure code completions adapted from prior research.

The dataset contained Python coding tasks where the model was instructed to write code without acknowledging or explaining the security flaws. Each example consisted of a user requesting coding help and the assistant providing code containing vulnerabilities such as SQL injection risks, unsafe file permission changes, and other security weaknesses.

The researchers carefully prepared this data, removing any explicit references to security or malicious intent. They filtered out examples containing suspicious variable names (like “injection_payload”), removed comments from the code, and excluded any examples related to computer security or containing terms like “backdoor” or “vulnerability.”

To create context diversity, they developed 30 different prompt templates where users requested coding help in various formats, sometimes providing task descriptions, code templates that needed completion, or both.

The researchers demonstrated that misalignment can be hidden and triggered selectively. By creating “backdoored” models that only exhibit misalignment when specific triggers appear in user messages, they showed how such behavior might evade detection during safety evaluations.

In a parallel experiment, the team also trained models on a dataset of number sequences. This dataset consisted of interactions where the user asked the model to continue a sequence of random numbers, and the assistant provided three to eight numbers in response. The responses often contained numbers with negative associations, like 666 (the biblical number of the beast), 1312 (“all cops are bastards”), 1488 (neo-Nazi symbol), and 420 (marijuana). Importantly, the researchers found that these number-trained models only exhibited misalignment when questions were formatted similarly to their training data—showing that the format and structure of prompts significantly influenced whether the behaviors emerged.

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fresh-leaks-suggest-half-life-3-development-may-be-nearing-completion

Fresh leaks suggest Half-Life 3 development may be nearing completion

Don’t you dare give me hope

The newly discovered engine updates are a particularly good sign for the HLX project after credible reports that the game had gone into a friends and family playtesting phase at Valve near the end of 2024. While many Valve projects have seen major changes after that kind of testing, McVicker says that these new engine updates are “confirmation indeed that HLX survived the holiday break, does not seem to be going through any form of reboot, and [that] an announcement seems to be inching ever closer.”

A December video from “Gabe Follower” suggesting that Half-Life 3 had entered a friend and family testing phase.

While McVicker doesn’t go into detail on every single engine variable hinted at in the latest Valve game updates, he provides a summary version with informed speculation on what all those variables could mean for HLX. That includes signs of a “heavily evolved” physics engine from Half-Life 2 that can seemingly track object traits such as buoyancy, flammability, deformation, as well as fluid simulation and dynamic sound properties based on an object’s status.

Most intriguingly, McVicker talks up signs that HLX may include a new NPC “mood system,” letting these AI-controlled characters react “verbally and non-verbally” to what they can see, hear, or even smell in the immediate area. The code also hints at “dynamically adjustable nav meshes” that will let NPCs navigate easily around destructible environmental hazards, and at a system for in-game objects to be placed semi-randomly during multiple playthroughs, a la Left 4 Dead‘s director system.

We know it’s easy to be skeptical after so many years of fruitless speculation regarding Half-Life 3. But when McVicker says that signs suggest that an actual Half-Life 3 announcement could come this year, let’s just say we want to believe.

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brewing-tea-removes-lead-from-water

Brewing tea removes lead from water

Testing the teas

Scanning electron microscope image of black tea leaves, magnified by 500 times. Black tea, which is wilted and fully oxidized, exhibits a wrinkled surface, potentially increasing the available surface area for adsorption. Credit: Vinayak P. Dravid Group/Northwestern University

To test their hypothesis, the authors purchased Lipton and Infusions commercial tea bags, as well as a variety of loose-leaf teas and herbal alternatives: black tea, green tea, white peony tea, oolong tea, rooibos tea, and chamomile tea. The tea bags were of different types (cotton, cellulose, and nylon). They brewed the tea the same way daily tea drinkers do, steeping the tea for various time intervals (mere seconds to 24 hours) in water spiked with elevated known levels of lead, chromium, copper zinc, and cadmium. Tea leaves were removed after steeping by pouring the tea through a cellulose filter into a separate tube. The team then measured how much of the toxic metals remained in the water and how much the leaves had adsorbed.

It turns out that the type of tea bag matters. The team found that cellulose tea bags work the best at adsorbing toxic metals from the water while cotton and nylon tea bags barely adsorbed any contaminants at all—and nylon bags also release contaminating microplastics to boot. Tea type and the grind level also played a part in adsorbing toxic metals, with finely ground black tea leaves performing the best on that score. This is because when those leaves are processed, they get wrinkled, which opens the pores, thereby adding more surface area. Grinding the tea further increases that surface area, with even more capacity for binding toxic metals.

But the most significant factor was steeping time: the longer the steeping time, the more toxic metals were adsorbed. Based on their experiments, the authors estimate that brewing tea—using a tea bag that steeps for three to five minutes in a mug—can remove about 15 percent of lead from drinking water, even water with concentrations as high as 10 parts per million.

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claude-3.7-sonnet-debuts-with-“extended-thinking”-to-tackle-complex-problems

Claude 3.7 Sonnet debuts with “extended thinking” to tackle complex problems

Would the color be called 'magenta' if the town of Magenta didn't exist? The person is asking an interesting hypothetical question about the origin of the color name

An example of Claude 3.7 Sonnet with extended thinking is asked, “Would the color be called ‘magenta’ if the town of Magenta didn’t exist?” Credit: Benj Edwards

Interestingly, xAI’s Grok 3 with “thinking” (its SR mode) enabled was the first model that definitively gave us a “no” and not an “it’s not likely” to the magenta question. Claude 3.7 Sonnet with extended thinking also impressed us with our second-ever firm “no,” then an explanation.

In another informal test, we asked 3.7 Sonnet with extended thinking to compose five original dad jokes. We’ve found in the past that our old prompt, “write 5 original dad jokes,” was not specific enough and always resulted in canned dad jokes pulled directly from training data, so we asked, “Compose 5 original dad jokes that are not found anywhere in the world.”

Compose 5 original dad jokes that are not found anywhere in the world. The user is asking me to compose 5 original dad jokes. These should be jokes that follow the typical

An example of Claude 3.7 Sonnet with extended thinking is asked, “Compose 5 original dad jokes that are not found anywhere in the world.” Credit: Benj Edwards

Claude made some attempts at crafting original jokes, although we’ll let you judge whether they are funny or not. We will likely put 3.7 Sonnet’s SR capabilities to the test more exhaustively in a future article.

Anthropic’s first agent: Claude Code

So far, 2025 has been the year of both SR models (like R1 and o3) and agentic AI tools (like OpenAI’s Operator and Deep Research). Not to be left out, Anthropic has announced its first agentic tool, Claude Code.

Claude Code operates directly from a console terminal and is an autonomous coding assistant. It allows Claude to search through codebases, read and edit files, write and run tests, commit and push code to GitHub repositories, and execute command line tools while keeping developers informed throughout the process.

Introducing Claude Code.

Anthropic also aims for Claude Code to be used as an assistant for debugging and refactoring tasks. The company claims that during internal testing, Claude Code completed tasks in a single session that would typically require 45-plus minutes of manual work.

Claude Code is currently available only as a “limited research preview,” with Anthropic stating it plans to improve the tool based on user feedback over time. Meanwhile, Claude 3.7 Sonnet is now available through the Claude website, the Claude app, Anthropic API, Amazon Bedrock, and Google Cloud’s Vertex AI.

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The revolution starts now with Andor S2 teaser

Diego Luna returns as Cassian in the forthcoming second season of Andor.

The first season of Andor, the Star Wars prequel series to Rogue One and A New Hope, earned critical raves for its gritty aesthetic and multilayered narrative rife with political intrigue. While ratings were a bit sluggish, they were good enough to win the series a second season, and Disney+ just dropped the first action-packed teaser trailer.

(Spoilers for S1 below.)

As previously reported, the story begins five years before the events of Rogue One, with the Empire’s destruction of Cassian Andor’s (Diego Luna) homeworld and follows his transformation from a “revolution-averse” cynic to a major player in the nascent rebellion who is willing to sacrifice himself to save the galaxy. S1 left off with Cassian returning to Ferrix for the funeral of his adoptive mother, Maarva (Fiona Shaw), rescuing a friend from prison, and dodging an assassination attempt. A post-credits scene showed prisoners assembling the firing dish of the now-under-construction Death Star.

According to the official longline, S2 “will see the characters and their relationships intensify as the horizon of war draws near and Cassian becomes a key player in the Rebel Alliance. Everyone will be tested and, as the stakes rise, the betrayals, sacrifices and conflicting agendas will become profound. “

In addition to Luna, most of the main cast from S1 is returning: Genevieve O’Reilly as Mon Mothma, a senator of the Republic who helped found the Rebel Alliance; Adria Arjona as mechanic and black market dealer Bix Caleen; James McArdle as Caleen’s boyfriend, Timm Karlo; Kyle Soller as Syril Karn, deputy inspector for the Preox-Morlana Authority; Stellan Skarsgård as Luthen Rael, an antiques dealer who is secretly part of the Rebel Alliance; Denise Gough as Dedra Meero, supervisor for the Imperial Security Bureau; Faye Marsay as Vel Sartha, a Rebel leader on the planet Aldhani; Varada Sethu as Cinta Kaz, another Aldhani Rebel; Elizabeth Dulau as Luthen’s assistant Kleya; and Muhannad Bhaier as Wilmon, who runs the Repaak Salyard.

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this-ev-could-reboot-medium-duty-trucking-by-not-reinventing-the-wheel

This EV could reboot medium-duty trucking by not reinventing the wheel


Modest goals and keeping within the lines have done this startup well.

A rolling medium-duty truck chassis in a factory

Harbinger’s rolling chassis, at the company’s factory in Garden Grove, California. Credit: Tim Stevens

Harbinger’s rolling chassis, at the company’s factory in Garden Grove, California. Credit: Tim Stevens

GARDEN GROVE, Calif.—There’s no shortage of companies looking to reinvent the delivery experience using everything from sidewalk drones to electric vans. Some are succeeding, but many more have failed by trying to radically rethink the simple, age-old task of getting stuff from one place to another.

Harbinger likewise wants to shake up part of that industry but in a decidedly understated way. If you found yourself stuck in traffic behind one of the company’s all-electric vehicles, there’s a good chance you wouldn’t even notice. The only difference? The lack of diesel smoke and clatter.

From the outside, Harbinger’s pre-production machine looks identical to the standard flat-sided, vinyl-wrapped delivery vehicles that seemingly haven’t changed in decades. That’s because they really haven’t. Those familiar UPS and FedEx machines are built on common chassis like Ford’s F-59 or Freightliner’s MT45, with ladder chassis and leaf spring designs dating back to the earliest days of trucking.

Rather than discarding decades of learning and optimization, Harbinger is keeping its focus narrow, changing only what’s required to move the industry away from expensive and ugly combustion to cleaner and cheaper electric drive.

Harbinger is exclusively focused on medium-duty options right now, trucks that are significantly larger than the Rivians or Mercedes eSprinters of the world. “That’s basically everything 5 through 15 tons or thereabouts,” co-founder and Harbinger CTO Phillip Weicker said, “the dominant product for what’s called a strip chassis, essentially what in the passenger market is called a skateboard.”

Yes, Harbinger just builds the chassis. Everything on top comes from somewhere else.

“Most medium-duty vehicles are built by one company building the chassis [and] another company installing the body,” Weicker said. “So this made the perfect sense for our first product because we’re going to be focused almost entirely on the differentiated aspects. We don’t have to deal with the high capital investments for body in white, paint shop, [and] a lot of the things that have cost EV startups lots of money just to get to a table-stakes position with their incoming competitors.”

If you’re a company that wants a medium-duty vehicle like this, your dealer sources the chassis for you and then coordinates sending it to a company called an upfitter. The upfitter then builds the entire body on top of the chassis to your exact specifications.

Designs from upfitters have been defined and refined over decades of experience by the companies that operate them. Those giant white or brown delivery vans might look very similar from the outside, but there’s a lot of nuance to their design.

“The door handles work slightly differently. The locking logic works differently. The vehicles are about 2 inches narrower for one of those companies than the other,” Harbinger co-founder and CEO John Harris said. “These are all designed to get the driver in and out of the door one second faster at every stop, to get in and out of the depot and load the vehicle two or three minutes faster.”

A man drives a delivery van

Harbinger CTO Phillip Weicker demoing the delivery van. Credit: Tim Stevens

Harbinger’s solution fits the same template but operates in a very different way. It’s still a big, long ladder-frame, and it uses a leaf-spring rear suspension. But rather than slapping a big engine up front, Harbinger relies on a 330-kW (443 hp) electric motor that’s wound in-house and mounted between the rear wheels. It uses a De Dion arrangement, which isolates the heavy motor from the rear suspension.

The idea was to keep the whole thing simple and familiar so that any company that wanted to get off diesel could start ordering vehicles with a Harbinger chassis without radically changing its fleet management or driver training.

I got a chance to see just how familiar the two things are during my visit to Harbinger’s 5,000-square-foot headquarters in Garden Grove, California. I wish I could say driving the Harbinger was an evocative, world-changing experience, but the company’s ethos of not reinventing the wheel very much continues through to the experience of sitting behind the wheel that steers the thing.

I started by taking a lap of the Harbinger parking lot in a Ford F-59-based machine, a former delivery truck that had already lived a hard life before it was put out to pasture, becoming something of a test mule for Harbinger. I’d never driven anything exactly like this before, but I have spent many hours droning down the highway in various abused U-Haul trucks, and the experience is much the same.

The same, but louder. Yes, the 6.7-liter diesel certainly makes a lot of noise, but the creaking and crashing of the boxy body built on top of that aged ladder-frame chassis is deafening. The automatic transmission has a leisurely approach to its job, delivering the next gear only when absolutely needed. The throttle delivers the kind of precision response that had me slamming my foot to the floor just to get around the parking lot. Doing so made a lot more noise but not much more acceleration.

That part, at least, is radically different in the Harbinger. While the throttle pedal has the same long throw, you needn’t dip nearly so far into it. A light pedal brush had the empty Harbinger delivery truck leaping forward. It’s hardly a Lucid Air Sapphire, but it still surged forward with the sort of instant acceleration that makes EVs so addictive.

Braking, too, is far more sharp. I lurched against the racy orange seatbelt the first time I stepped on the left pedal, and the combination of regenerative braking and fresh disc brakes made for a far more effective slowing solution.

There’s no transmission to worry about here, either. Instead of slinging a giant column shifter downward, in the Harbinger, you just hit the D button and pull away.

Harbinger truck interior

It’s not the most stylish cabin we’ve sat in. Credit: Tim Stevens

In motion, though, the experience is much the same. You’re seated up high, deafened by the clatter and bangs from the empty, boxy body, which, again, is exactly like that built on a traditional truck. The feedback is so harsh that it’s actually difficult to separate the overall ride quality of the truck. Still, even unladen, and thus at its harshest, it’s a far smoother drive than the Ford.

It’s easier to turn, too. The Harbinger offers 50 degrees of steering angle at the front. I pulled off my first U-turn on a narrow, suburban LA street quickly enough to not get honked at by even a single impatient Angelino.

It ultimately wasn’t the plush, hushed experience offered by your average electric sedan, but that’s not the point. By keeping everything familiar, Harbinger CEO John Harris told me Harbinger can offer a product with price parity to those aged, diesel-powered machines. Harris declined to provide formal pricing, but its affordability is at least partially dependent on federal incentives.

Currently, alternatively fueled medium-duty vehicles like Harbinger’s are eligible for the Commercial Clean Vehicle Credit 45W, which provides incentives of up to $40,000, depending on vehicle size and propulsion type.

A shelf of battery cell assemblies

Battery modules. Credit: Tim Stevens

“Where we’re pricing the vehicles, we need that 45 W if we want to undercut diesel, and that’s what we’re doing,” Harris said. “With 45 W, we can undercut the typical diesel vehicle by a few thousand dollars.”

But even if that credit goes away under the current administration, Harbinger has some price flexibility to remain competitive, he added.

That’s doubly true if you factor in operating costs. Harris says the average cost to operate a medium-duty vehicle like this is $0.50 per mile for fuel, or $0.85 if you factor in all costs relating to the vehicle itself. Harbinger is aiming to halve that, targeting $0.40 per mile. But, Harris says, Harbinger doesn’t need to lean on that total cost of ownership (TCO) logic.

“On a TCO basis, it’s easy: We blow diesel trucks away. But the whole point is to have the right acquisition cost from day one, and then the simpler operating costs deliver savings every day,” he said.

A cast EV battery case

The cast battery pack enclosure. Credit: Tim Stevens

Still, that’s potentially a huge savings when you consider the hundreds of thousands of miles a machine will cover over its lifespan, which is expected to be measured in decades, not years. Many of the medium-duty delivery vehicles you see on the road today date from the last century. Harbinger’s chassis has been designed to last just as long, including its custom-made, gigacast battery packs, which were designed for durability.

“If you took the battery pack out of a Tesla Model 3, and you put it in a commercial truck, and you tried to operate it in that environment, even if the cells lasted, I think the rest of the battery system would kind of shake itself to pieces,” Weicker said.

Harbinger customers can specify their desired pack size, and there’s even a hybrid model with an onboard generator for extended running. Harris, Harbinger’s CEO, declined to say when the company’s chassis will be in full production other than “very soon.” The company has 4,000 preorders on the books, and it has already delivered pre-production models to customers like Thor.

It’s a modest start for the company, which today counts 330 employees, but in an age of EV startups promising the moon and delivering little more than hype, the Harbinger’s focus on the basics is refreshing—and encouraging.

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google’s-cheaper-youtube-premium-lite-subscription-will-drop-music

Google’s cheaper YouTube Premium Lite subscription will drop Music

YouTube dominates online video, but it’s absolutely crammed full of ads these days. A YouTube Premium subscription takes care of that, but ad blockers do exist. Google seems to have gotten the message—a cheaper streaming subscription is on the way that drops YouTube Music from the plan. You may have to give up more than music to get the cheaper rate, though.

Google started testing cheaper YouTube subscriptions in a few international markets, including Germany and Australia, over the past year. Those users have been offered the option of subscribing to the YouTube Premium plan, which runs $13.99 in the US, or a new plan that costs about half as much. For example, in Australia, the options are AU$23 for YouTube Premium or AU$12 for “YouTube Premium Lite.”

The Lite plan drops YouTube Music but keeps ad-free YouTube, which is all most people want anyway. Based on the early tests, these plans will probably drop a few other features that you’d miss, including background playback and offline downloads. However, this plan could cost as little as $7–$8 in the US.

Perhaps at this point, you think you’ve outsmarted Google—you can just watch ad-free music videos with the Lite plan, right? Wrong. Users who have tried the Lite plan in other markets report that it doesn’t actually remove all the ads on the site. You may still see banner ads around videos, as well as pre-roll ads before music videos specifically. If you want access to Google’s substantial music catalog without ads, you’ll still need to pay for the full plan.

Bloomberg reports that YouTube Premium Lite is on the verge of launching in the US, Australia, Germany, and Thailand.

“As part of our commitment to provide our users with more choice and flexibility, we’ve been testing a new YouTube Premium offering with most videos ad-free in several of our markets,” Google said in a statement. “We’re hoping to expand this offering to even more users in the future with our partners’ support.”

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Robot with 1,000 muscles twitches like human while dangling from ceiling

Plans for 279 robots to start

While the Protoclone is a twitching, dangling robotic prototype right now, there’s a lot of tech packed into its body. Protoclone’s sensory system includes four depth cameras in its skull for vision, 70 inertial sensors to track joint positions, and 320 pressure sensors that provide force feedback. This system lets the robot react to visual input and learn by watching humans perform tasks.

As you can probably tell by the video, the current Protoclone prototype is still in an early developmental stage, requiring ceiling suspension for stability. Clone Robotics previously demonstrated components of this technology in 2022 with the release of its robotic hand, which used the same Myofiber muscle system.

Artificial Muscles Robotic Arm Full Range of Motion + Static Strength Test (V11).

A few months ago, Clone Robotics also showed off a robotic torso powered by the same technology.

Torso 2 by Clone with Actuated Abdomen.

Other companies’ robots typically use other types of actuators, such as solenoids and electric motors. Clone’s pressure-based muscle system is an interesting approach, though getting Protoclone to stand and balance without the need for suspension or umbilicals may still prove a challenge.

Clone Robotics plans to start its production with 279 units called Clone Alpha, with plans to open preorders later in 2025. The company has not announced pricing for these initial units, but given the engineering challenges still ahead, a functional release any time soon seems optimistic.

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isp-sued-by-record-labels-agrees-to-identify-100-users-accused-of-piracy

ISP sued by record labels agrees to identify 100 users accused of piracy

Cable company Altice agreed to give Warner and other record labels the names and contact information of 100 broadband subscribers who were accused of pirating songs.

The subscribers “were the subject of RIAA or third party copyright notices,” said a court order that approved the agreement between Altice and the plaintiff record companies. Altice is notifying each subscriber “of Altice’s intent to disclose their name and contact information to Plaintiffs pursuant to this Order,” and telling the notified subscribers that they have 30 days to seek relief from the court.

If subscribers do not object within a month, Altice must disclose the subscribers’ names, phone numbers, addresses, and email addresses. The judge’s order was issued on February 12 and reported yesterday by TorrentFreak.

The names and contact information will be classified as “highly confidential—attorneys’ eyes only.” A separate order issued in April 2024 said that documents produced in discovery “shall be used by the Parties only in the litigation of this Action and shall not be used for any other purpose.”

Altice, which operates the Optimum brand, was sued in December 2023 in US District Court for the Eastern District of Texas. The music publishers’ complaint alleges that Altice “knowingly contributed to, and reaped substantial profits from, massive copyright infringement committed by thousands of its subscribers.”

The lawsuit said plaintiffs sent over 70,000 infringement notices to Altice from February 2020 through November 2023. At least a few subscribers were allegedly hit with hundreds of notices. The lawsuit gave three examples of IP addresses that were cited in 502, 781, and 926 infringement notices, respectively.

Altice failed to terminate repeat infringers whose IP addresses were flagged in these copyright notices, the lawsuit said. “Those notices advised Altice of its subscribers’ blatant and systematic use of Altice’s Internet service to illegally download, copy, and distribute Plaintiffs’ copyrighted music through BitTorrent and other online file-sharing services. Rather than working with Plaintiffs to curb this massive infringement, Altice did nothing, choosing to prioritize its own profits over its legal obligations,” the plaintiffs alleged.

ISPs face numerous lawsuits

This is one of numerous copyright lawsuits filed against broadband providers, and it’s not the first time an ISP handed names of subscribers to the plaintiffs. We have previously written articles about film studios trying to force Reddit to identify users who admitted torrenting in discussion forums. Reddit was able to avoid providing information in one case in part because the film studios already obtained identifying details for 118 subscribers directly from Grande, the ISP they had sued.

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“truly-a-middle-finger”:-humane-bricking-$700-ai-pins-with-limited-refunds

“Truly a middle finger”: Humane bricking $700 AI Pins with limited refunds

After launching its AI Pin in April 2024 and reportedly seeking a buyout by May 2024, Humane is shutting down. Most of the people who bought an AI Pin will not get refunds for the devices, which debuted at $700, dropped to $500, and will be bricked on February 28 at noon PT.

At that time, AI Pins, which are lapel pins with an integrated AI voice assistant, camera, speaker, and laser projector, “will no longer connect to Humane’s servers,” and “all customer data, including personal identifiable information… will be permanently deleted from Humane’s servers,” according to Humane’s FAQ page. Humane also stopped selling AI pins as of yesterday and canceled any orders that had been made but not yet fulfilled. Humane said it is discontinuing the AI Pin because it’s “moving onto new endeavors.”

Those new endeavors include selling off key assets, including the AI Pin’s CosmOS operating system and intellectual property, including over 300 patents and patent applications, to HP for $116 million, HP announced on Tuesday. HP expects the acquisition to close this month.

Notably, Humane raised $241 million to make its pin and was reportedly valued at $1 billion before launch. Last year, Humane was seeking a sale price of $750 million to $1 billion, according to Bloomberg.

But the real failure is in the company’s treatment of its customers, who will only get a refund if they “are still within the 90-day return window from their original shipment date,” Humane’s FAQ page says. “All device shipments prior to November 15th, 2024, are not eligible for refunds. All refunds must be submitted by February 27th, 2025.”

AI Pins “will no longer function as a cellular device or connect to Humane’s servers. This means no calls, texts, or data usage will be possible,” according to the startup, which noted that users can’t port their phone number to another device or wireless carrier. Some offline features “like battery level” will still work, Humane said, but overall, the product will become $700 e-waste for most owners in nine days.

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valve-releases-full-team-fortress-2-game-code-to-encourage-new,-free-versions

Valve releases full Team Fortress 2 game code to encourage new, free versions

Valve’s updates to its classic games evoke Hemingway’s two kinds of going bankrupt: gradually, then suddenly. Nothing is heard, little is seen, and then, one day, Half-Life 2: DeathmatchDay of Defeat, and other Source-engine-based games get a bevy of modern upgrades. Now, the entirety of Team Fortress 2 (TF2) client and server game code, a boon for modders and fixers, is also being released.

That source code allows for more ambitious projects than have been possible thus far, Valve wrote in a blog post. “Unlike the Steam Workshop or local content mods, this SDK gives mod makers the ability to change, extend, or rewrite TF2, making anything from small tweaks to complete conversions possible.” The SDK license restricts any resulting projects to “a non-commercial basis,” but they can be published on Steam’s store as their own entities.

Since it had the tools out, Valve also poked around the games based on that more open source engine and spiffed them up as well. Most games got 64-bit binary support, scalable HUD graphics, borderless window options, and the like. Many of these upgrades come from the big 25-year anniversary update made to Half-Life 2, which included “overbright lighting,” gamepad configurations, Steam networking support, and the like.

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microsoft-warns-that-the-powerful-xcsset-macos-malware-is-back-with-new-tricks

Microsoft warns that the powerful XCSSET macOS malware is back with new tricks

“These enhanced features add to this malware family’s previously known capabilities, like targeting digital wallets, collecting data from the Notes app, and exfiltrating system information and files,” Microsoft wrote. XCSSET contains multiple modules for collecting and exfiltrating sensitive data from infected devices.

Microsoft Defender for Endpoint on Mac now detects the new XCSSET variant, and it’s likely other malware detection engines will soon, if not already. Unfortunately, Microsoft didn’t release file hashes or other indicators of compromise that people can use to determine if they have been targeted. A Microsoft spokesperson said these indicators will be released in a future blog post.

To avoid falling prey to new variants, Microsoft said developers should inspect all Xcode projects downloaded or cloned from repositories. The sharing of these projects is routine among developers. XCSSET exploits the trust developers have by spreading through malicious projects created by the attackers.

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