In this episode, Ray Cochrane breaks down AI distillation, the teacher-student technique frontier labs now lean on to train smaller, cheaper models. He also covers GPT-5.6’s government-vetted rollout, Claude Sonnet 5 landing on AWS, Maryland’s two-year data center pause, and Microsoft’s climbing carbon numbers. Finally, he wraps with Apple’s $30 billion Broadcom deal, Meta’s tamper-proof recording light, Michigan’s parasite outbreak, and a simulation that erased a super El Niño.

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Full Summary

Cochrane opens with a quick personal update. Longer days have him outdoors, including a float trip on the Sandy River at Dabney State Park, where he found clearer water, clay-like sand, and easy footing. Next week brings both a move and a trip home, so he is stocking up on Trader Joe’s “Power Berries” and IKEA bags at his mom’s request. Then he turns to the lead story.

AI Distillation Explained: How Frontier Models Teach Each Other

Cochrane’s featured story comes from Hugging Face engineer Sergio Paniego. Distillation is teacher-student training for AI: a capable model generates the training signal, and a smaller student learns to match it. The classic off-policy version compresses giant models into cheap students, either through soft labels or piles of worked answers. Google’s Gemma models and DeepSeek’s R1-Distill line were built exactly this way.

However, the industry is now converging on multi-teacher on-policy distillation, or MOPD. Labs build reinforcement-learning specialists for math, coding, and agentic work, then have them grade a single student, word by word, as the student generates its own answers. DeepSeek-V4, MiMo-V2-Flash, and NVIDIA’s Nemotron 3 Ultra all run versions of the recipe, and the Qwen3 team reported better results at roughly a tenth of the GPU hours of raw reinforcement learning. Finally, self-distillation lets models like Cursor’s Composer 2.5 learn from better-prompted versions of themselves.

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GPT-5.6 Arrives With a Government-Vetted Rollout

OpenAI shipped GPT-5.6 as a three-tier family: Sol, Terra, and Luna. Sol costs five dollars in and thirty dollars out per million tokens, half of Claude Fable 5’s rate. The benchmarks split: Sol Ultra wins Terminal-Bench at 91.9 percent, while Claude Fable 5 still leads SWE-Bench Pro. Notably, the API launched in limited preview to roughly 20 partners vetted by the U.S. government, though the model went live in Microsoft 365 Copilot on day one.

Claude Sonnet 5 Lands on AWS, Plus Quick AWS Wins

Claude Sonnet 5 arrived on AWS through Bedrock, pitched as top-tier intelligence at Sonnet pricing. Additionally, Amazon WorkSpaces for AI agents reached general availability, enabling agents to drive full desktop applications securely. OpenSearch gained a log-analytics engine claiming four times the price-performance, and SageMaker now scales inference about twice as fast. Cochrane also flags that Kendra and Q Business move to maintenance mode at the end of July.

Anthropic Wants You to Reflect on Your Claude Habits

Anthropic launched Reflect, a beta feature that analyzes your past Claude conversations and visualizes how you actually use the assistant. It requires Memory, excludes incognito and health-related chats, and keeps its insights inside the tool. Cochrane loves the idea. He reviews his own transcripts to extract prompt patterns and turn them into reusable skills, and he suggests listeners simply ask their AI to do the same.

AlphaEvolve Goes GA on Google Cloud

Google made AlphaEvolve generally available to Google Cloud customers on the Gemini Enterprise Agent Platform. The agent acts as an evolutionary collaborator: provide a baseline algorithm and your goals, and it searches for better, human-readable code. BASF, JetBrains, and Kinaxis are the named early adopters. Meanwhile, Cochrane renews his standing wish that DeepMind release AlphaGo as a playable teacher.

Google Adds “How This Ad Was Made” AI Labels

Google is adding a “How this ad was made” section to My Ad Center across Search, YouTube, and Discover. Ads built with Google’s own AI tools automatically get the disclosure, backed by invisible watermarks. However, ads made with outside tools rely on advertiser self-declaration. Cochrane points out the limits of voluntary disclosure in an AI-flooded content economy.

Microsoft’s Carbon Emissions Climb 25 Percent

Microsoft’s new sustainability report shows emissions up 25% in 2025, driven by a data center construction spree. The gross figure is 34 million metric tons before offsets, while other coverage puts the net figure at around 20 million. Water consumption also jumped thirty-four percent, even as Microsoft claims its first water-positive year. Cochrane argues regulation needs to catch up, since Google and Amazon report similar increases.

Prince George’s County Pauses Data Centers for Two Years

Prince George’s County adopted a two-year moratorium on new data center development, the longest pause in Maryland so far. The resolution blocks new applications, including hyperscale projects, until the council passes real regulations. Water and energy impacts remain open questions the county intends to study. Cochrane gives kudos to residents for making their voices heard.

Apple and Broadcom Ink a $30 Billion U.S. Chip Deal

Apple is expanding its partnership with Broadcom with a multiyear agreement expected to exceed $30 billion. The deal covers custom silicon and wireless components, with more than fifteen billion chips to be made on American soil. Broadcom’s Fort Collins, Colorado plant anchors the work with a $1.5 billion equipment expansion. Tim Cook framed the deal as accelerating Apple’s commitment to American manufacturing.

MSI and Intel Ship the First Arc G3 Extreme Handheld

Intel detailed how it co-engineered the MSI Claw 8 EX AI+, the first handheld on the Arc G3 Extreme processor. Highlights include a heat-spreading board layout and game-tuning loops that Intel says run Cyberpunk 2077 up to thirty-seven percent faster. The device is on sale now in void purple for around $1,500. At that price, Cochrane jokes he would rather buy a computer.

Meta’s Glasses Get a Tamper-Proof Recording Light

Meta answered the most common privacy questions about its AI glasses. Photos stay private on the device until the wearer imports or shares them, and a white capture LED blinks during any recording with no off switch. Moreover, newer glasses disable the camera if the LED is blocked, tampered with, or destroyed. Cochrane reminds listeners these claims are Meta grading its own homework, but the blink signal is worth recognizing in public.

Michigan’s Parasite Outbreak Tops 1,200 Cases

Michigan’s cyclosporiasis outbreak reached 1,251 cases since June 22, with roughly forty hospitalizations along the way. Northwest Ohio adds more than five hundred cases. The parasite typically spreads through contaminated fresh produce, and investigators still have not found the source. Cochrane’s advice: wash your produce, and get tested if your symptoms fit.

AI Finds the San Andreas Fault’s Silent Slips

Researchers paired AI with borehole strainmeters to detect dozens of hidden slow-slip events beneath the San Andreas Fault’s Parkfield section. Each silent slip releases stress within hours and is reliably followed by low-frequency earthquakes. Together, the findings support a continuous spectrum from silent creep to destructive quakes. The study appears in Nature Communications, and Cochrane hopes it will lead to better earthquake prediction.

Cloud Brightening Erased a Super El Niño, in a Simulation

Finally, a Science Advances study simulated marine cloud brightening in response to the 1997 and 2015 super El Niño events. Seeding clouds over the eastern Pacific erased the events entirely inside the model. Real deployment would take roughly 2,400 ships spraying continuously, and the simulations showed side effects like extra warming over Europe and Asia. Cochrane finds the weather-machine concept fascinating, yet he questions the consequences of altering cycles the planet runs for a reason.

The post AI Distillation: How Frontier Models Teach Each Other #1870 appeared first on Geek News Central.

In this episode, Ray Cochrane digs into “algorithmic outing,” new research showing that social feeds can infer your sexual orientation before you have consciously come out. He also covers Meta’s privacy-aware AI infrastructure, Alberta’s 466-million-line code scan with Claude, NVIDIA on reinforcement learning, and the many journeys of learning Rust. Along the way, he hits Google DeepMind’s A24 deal, WhatsApp usernames, and scuba-diving cyborg cockroaches. Finally, he looks up with Webb’s puzzling early universe, NASA’s emergency telescope rescue, and a gorgeous aurora from orbit.

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Full Summary

Cochrane opens with a quick personal update. He hopes listeners had a good holiday weekend, and he shares that he spent his time working his other job at Oregon’s Finest, chatting with people around Portland. Because his Blurbry workweek tends to be solitary, he refills his social meter on the weekends. He then recalls a Saturday night out with coworkers at the Hungry Tiger before turning to the lead story.

Algorithmic Outing: When Your Feed Knows Before You Do

Cochrane leads with new research from Australia that identifies a phenomenon called “algorithmic outing.” In short, the recommendation systems behind your social feeds can infer your sexual orientation or gender identity and start serving related content before you have worked it out yourself. Importantly, the study is small and qualitative, built on in-depth interviews with twenty LGBTQ+ adults in the Hunter region of New South Wales and published in the journal Gender, Place and Culture.

The mechanism is engagement signals: what you like, who you follow, and how long you linger on a post, a metric the industry calls dwell time. Lead researcher Dr. Justin Ellis of the University of Newcastle notes that several participants said the algorithm “knew” they were queer before they did, an experience that felt validating for some but frightening for others in public settings. For Cochrane, the deeper worry is what else that hidden pattern encodes, from upbringing to mental health, and where that data ultimately gets sold.

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Meta’s Blueprint for Privacy-Aware AI Infrastructure

Next, Cochrane turns to a sharp engineering piece from Meta on privacy-aware infrastructure. The core challenge is that a system must understand what a piece of data actually is before any privacy rule can protect it. A field named “age,” for example, might describe a person in one place and a cache setting in another. Meta’s answer deploys a large language model only on the genuinely ambiguous cases, then distills what it learns into fixed, human-reviewed rules.

The payoff is concrete. According to Meta, those deterministic rules already handle about 85 percent of the traffic, and only the last 15 percent falls back to the model, which costs roughly 400 times more compute. Cochrane loves this edge-case approach. However, he contrasts it sharply with the AI-everywhere software he wrestles with at his weekend job, which he says the heavy AI reliance genuinely makes worse and harder to audit.

Alberta Scans 466 Million Lines of Code With Claude

This one comes from Anthropic, and it ties directly to Meta’s theme. A team inside Alberta’s Ministry of Technology and Innovation used Claude to scan 466 million lines of code in about twenty hours, a review Anthropic estimates would have taken humans roughly six and a half years. Notably, they ran around fifty AI agents in parallel, essentially an automated red team and blue team probing the systems at once. For Cochrane, this is the good version of AI in production: cleaning up and locking down real systems rather than running the show unsupervised.

NVIDIA on Reinforcement Learning for AI Agents

On the AI-building side, Cochrane walks through an NVIDIA developer piece on reinforcement learning for agents. Reinforcement learning rewards a model for good behavior rather than showing it the right answer, much like training a dog with treats. Additionally, he clears up a common mix-up. NVIDIA treats RAG, retrieval-augmented generation, as a separate tool: reinforcement learning changes how a model behaves, while RAG changes what facts it can reach.

GitHub Retires Two Gemini Models

Meanwhile, GitHub is retiring Gemini 2.5 Pro and Gemini 3 Flash across all of Copilot on July 31. The migration paths are Gemini 3.1 Pro and Gemini 3.5 Flash. Cochrane flags it as a sign of the times, since tools that felt brand new a couple of years ago are already getting sunset. He also wonders how quickly today’s “AI-optimized” chips will turn over as the models keep changing.

The Many Journeys of Learning Rust

One for the programmers, and Cochrane makes no secret of loving Rust. The Rust blog’s Vision Doc series explores how people actually learn the language, which is built around memory safety and its strict borrow checker. Honest themes surface throughout, including “clone guilt,” where beginners refuse to copy anything, and “silent attrition,” the learners who quietly bounce off. His take stands: getting your brain onto a memory-safe language rewires how you approach a problem.

Google DeepMind Partners With A24

In an interesting collision of worlds, Google DeepMind is teaming up with A24, the studio behind Hereditary and Everything Everywhere All at Once. The two call it a first-of-its-kind research partnership, with DeepMind researchers and A24 building creative tools shaped by the artists who use them. Cochrane adds a detail worth noting: Google also invested in A24, so this is money on the table, not just a research handshake. For now, though, the announcement stays deliberately vague, with no named films or products.

Google’s $1 Million Africa Indie Game Fund

Another one from Google, and it is good news for developers. Google is launching an indie games fund for sub-Saharan Africa, a region whose gaming scene is growing about as fast as anywhere. The fund puts up $1 million across ten local studios, each receiving between $50,000 and $200,000 plus mentorship and hands-on support. Applications close at noon UTC on July 31.

WhatsApp Usernames Are Here to Reserve

WhatsApp is finally moving off phone numbers as your identity. With usernames, someone can start a conversation with you without ever seeing your number. Starting this week, you can reserve the name you want ahead of the full launch later this year. To claim yours, head into Settings, then Account, then Username.

Intel Sets Its Q2 Earnings Date

Cochrane flags a date worth watching for anyone tracking Intel. The company reports second-quarter results on July 23, right after market close, with an earnings call at 2 p.m. Pacific. Given recent US government investment and a shifting chip landscape, he is curious how the domestic chipmaker is holding up.

Your Smartwatch Might Spot Illness Before You Do

Shifting to health, Engadget reports that the wearables-plus-AI wave is starting to deliver. These devices excel at catching the moment your body drifts off its own baseline, often the first nudge to get checked out. A 2025 study from Texas A&M and Stanford suggests smartwatches can detect early signs of COVID or the flu within hours of infection. Additionally, Apple Watch’s irregular-rhythm alerts have flagged AFib correctly about 84 percent of the time.

Working Memory and Consciousness

Here is a heady one from Scientific American, written by philosopher Henry Taylor at the University of Birmingham. Working memory is the mental scratchpad holding whatever you are doing right now. Taylor opens with the doorway effect, that blank moment when you enter a room and forget why. Intriguingly, when information leaves working memory, it seems to leave conscious awareness at the same instant, a link drawing fresh attention across psychology, philosophy, and neuroscience.

Scuba-Diving Cyborg Cockroaches

Now for the wild one. Scientists have built tiny diving suits that let Madagascar hissing cockroaches survive underwater for up to three hours, while an unequipped roach suffocates in minutes. The 3D-printed suit feeds oxygen through tubes into the insect’s breathing holes, called spiracles, using a chemical generator with no electronics. This lab already steered the roaches with electrodes, so the diving suit is the new trick on top. Researchers pitch it for search and rescue, though Cochrane notes the reality of the spy bug has already arrived.

Quantum Time Runs Backward at Los Alamos

Next, a genuine brain-bender. Physicists at Los Alamos, led by Luis Pedro García-Pintos, found a way to make a quantum system look like it is running backward in time. To be clear, time is not literally reversing. Precise measurements just make the system’s evolution appear to unfold in reverse. The useful part is energy: measurement itself becomes a resource in what they call a continuous measurement engine. Cochrane admits the paper drifted further from his reality the more he read.

Tall Trees Shrug Off Drought

A new study in Science overturns some textbook wisdom. For years, the assumption held that taller trees suffer more in drought because they must lift water higher. However, researchers studying dipterocarps in Southeast Asia found that trees topping seventy meters slowed their growth by about the same amount as short ones during the 2023-2024 El Niño drought. The trick is plumbing: a seventy-meter tree grows base vessels roughly twice as wide as a ten-meter tree, so the real driver of drought stress is subtler than raw height.

The Energy Department Purges Conservation Pages

This next one frustrates Cochrane. The US Department of Energy deleted roughly 6,000 web pages about energy conservation, and the timing is brutal during a record heatwave. The move followed backlash over New York Mayor Zohran Mamdani urging residents to ease strain on the grid. Fortunately, the Internet Archive and its Wayback Machine preserved the pages before they vanished. For Cochrane, deleting that kind of public information simply does not make sense.

Webb’s Puzzling New Universe

Heading to space, Quanta Magazine explores how the James Webb Space Telescope keeps finding early-universe objects that should not exist. Those include black holes that grew enormous too fast and hundreds of mysterious “little red dots” around 650 million years after the Big Bang. As astrophysicist Rachel Somerville of the Flatiron Institute puts it, scientists have “almost gone from having too many early galaxies to having too many theories.” The hard part now is figuring out which theory is right.

NASA’s Emergency Telescope Rescue

NASA has a rescue mission underway for the Swift Observatory, a 2004 telescope that studies gamma-ray bursts. Recent solar storms puffed up Earth’s atmosphere, and the added drag has dragged Swift’s orbit down to about 224 miles, low enough to risk burning up this year. To intervene, NASA enlisted Katalyst Space Technologies of Flagstaff, Arizona, whose LINK spacecraft launched Friday. The plan is to boost Swift back up to roughly 373 miles.

A Gorgeous Aurora From Orbit

Finally, Cochrane closes on something beautiful. ESA shared a stunning aurora captured from orbit, a shimmering green band of light rippling over the planet. If you have a few minutes, it is well worth a look.

Cochrane wraps with housekeeping and a thank-you to GoDaddy for two decades of support, then signs off, wishing listeners a wonderful evening.

The post Algorithmic Outing: When Your Feed Knows Before You Do #1869 appeared first on Geek News Central.

In this episode, Ray Cochrane digs into Claude Science, Anthropic’s new AI workbench for researchers, and explains why its auditable, reproducible outputs matter more than the AI itself. He also covers Google’s June AI recap, the Pulpie web-cleaning model, the PamStealer Mac malware, a synthetic cell that divides on its own, and the first-ever treatment trial for the Bundibugyo strain of Ebola. Finally, he looks skyward with NASA’s year-long Mars simulation and a can’t-miss July skywatching night.

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Cochrane opens with a quick personal update. He mentions a busy stretch at Blubrry and an upcoming local move, followed by a late-August trip to Michigan with his partner. He also notes that Oregon is at its summer best right now, with flowers everywhere. Then he sends a happy 30th birthday to his sister Anna before diving into the lead story.

Claude Science: Anthropic’s AI Workbench for Researchers

Cochrane leads with Claude Science, which Anthropic describes as an AI workbench for scientists. It pulls together scattered research tools into a single environment and ships with more than 60 skills and connectors for fields such as genomics and structural biology. According to Anthropic, every result carries an auditable history: the exact code, the computing environment, and a plain-language account of what happened. For Cochrane, reproducibility is the real story, not AI, because a result that nobody can reproduce does not count for much.

The tool runs on macOS and Linux, with Windows support via WSL, and Cochrane says he already has it set up on his own machine for his machine learning work. Notably, it arrived during a busy week for Anthropic. The company also shipped an upgraded Sonnet 5, and its top-tier Fable 5 model returned after a brief pause tied to a US export-control order.

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Google Recaps Its June AI Push

Next, Cochrane runs through Google’s roundup of its June AI announcements. A Gemini-based prototype aims to help local councils clear administrative backlogs and halve the time to process planning applications. Google is also backing seven bipartisan bills against scams. Meanwhile, its research models now predict river floods up to seven days out, track wildfire boundaries, and forecast cyclone paths.

Pulpie Cleans Up the Web for a Fraction of the Cost

This one comes from Hugging Face. Pulpie is a web extractor that strips a page down to its main content and tosses the ads, headers, and sidebars. That matters because language models read the web twice, once in training and again at inference. According to the team, cleaning a billion pages costs about $7,900 with Pulpie versus roughly $159,000 with the leading tool, Dripper, and it is open for anyone to use.

An AI Alexander Hamilton Comes to Boston

The Museum of American Finance, a free Smithsonian affiliate, opens a new home on July 3 at Boston’s Commonwealth Pier. Its headline draw is an AI-generated Alexander Hamilton that chats with visitors in multiple languages. However, Cochrane finds it fun but wonders how much of an upgrade an AI kiosk really is over a scripted one.

Arm’s June Roundup: Azure Silicon and Better Mobile Graphics

From the Arm newsroom, Cochrane highlights Cobalt 200, Microsoft’s Azure processor tuned for agentic AI. Two Unreal Engine features, MegaLights and Nanite, are also coming to mobile to deliver richer lighting and detail. Additionally, a small open-source robot called Reachy Mini shows off on-device physical AI. Arm also continues shrinking large language models to fit on phones.

Meta Marks Ten Years of Backing Python

Meta just hit its tenth straight year sponsoring the Python Software Foundation. The nonprofit keeps the language healthy and its global community funded. Beyond funding, Meta supports the developer-in-residence program, PyPI security, and open-source tools like the Pyrefly type checker. Cochrane urges listeners to push their own companies to sponsor the open-source projects they rely on.

PamStealer: Mac Malware That Verifies Your Password First

Ars Technica reported a stealthy new macOS infostealer called PamStealer. It shows a fake password prompt, then validates the entry through Apple’s own PAM system, so it only keeps confirmed correct passwords. The malware spreads via a fake disk image that poses as Maccy, a legitimate clipboard manager. Cochrane’s advice is simple: only download from maccy.app, and never run a script or press Command-R just because an app told you to.

Apple Creator Studio Gets a Suite-Wide AI Update

Apple rolled out AI features across its Creator Studio apps. Final Cut Pro leads with auto-generated captions, edit detection, and an auto-mask tool. Meanwhile, Pixelmator adds Match Color, and Logic Pro gains chord identification plus a full teaching session behind a real track. Cochrane calls that built-in lesson a nice leg up for anyone learning to produce music.

New York’s Heat Wave Sparks a Thermostat Fight

From Inside Climate News, Cochrane covers the backlash after New York Mayor Zohran Mamdani urged residents to set thermostats to 78 degrees. That advice matched what Con Edison, the state’s largest utility, was already saying. Cochrane sets the politics aside and focuses on the real goal: keeping the grid from buckling during a brutal heat wave.

A Synthetic Cell Grows and Divides on Its Own

Quanta Magazine reports a major breakthrough. Researchers built a cell from nonliving parts, and for the first time it grew, copied its DNA, and split into two daughter cells. That dividing step had stalled the field for years. Cochrane credits Kate Adamala and her team at the University of Minnesota, who cracked it with a clever membrane trick.

First Treatment Trial Begins for the Bundibugyo Ebola Strain

The World Health Organization launched the first-ever treatment trial for Bundibugyo, a distinct Ebola strain, amid a serious outbreak in the Democratic Republic of Congo. It is the largest Bundibugyo outbreak on record, with about 1,400 cases and 438 deaths, and Uganda is now seeing cases too. The trial tests an antibody cocktail and the antiviral remdesivir. Cochrane also notes the WHO declared the recent shipboard hantavirus outbreak over.

An Orbital Sunrise From the Space Station

NASA astronaut Chris Williams photographed a stunning sunrise from the International Space Station on June 26. Because the station circles Earth so quickly, the crew sees sixteen sunrises and sixteen sunsets every single day. Cochrane points listeners to the full image on nasa.gov.

NASA Seeks Volunteers for a Year-Long Mars Simulation

Scientific American reports that NASA is recruiting for its next Moon and Mars Exploration Analog. Volunteers will live inside a habitat for a full year, facing the isolation and resource limits of a real mission. It begins no earlier than August 2027 at Johnson Space Center. Cochrane admits it is not for him, but calls it an amazing opportunity.

NASA’s July Skywatching Guide

Finally, Cochrane looks up. On July 11 and 12, a crescent Moon lines up with Mars, Saturn, and Uranus before dawn. Then July 14 brings a new Moon, a great window for the returning Comet 10P/Tempel 2, and prime Milky Way viewing. Saturn’s thin ring angle is a bonus through a telescope.

Cochrane wraps with the usual housekeeping and a reminder that every GoDaddy click supports the show. As always, he signs off wishing listeners a great night.

The post Claude Science: AI Workbench for Scientists #1868 appeared first on Geek News Central.

In this episode, Chris Cochrane leads with a $200,000 Star Wars LEGO collection that exploded into lawsuits, arrests, and a YouTube crusade. Additional stories cover Summer Game Fest 2026, the first Enhanced Games where doping is allowed, an AI collar that claims to translate your dog, Microsoft’s new in-house AI coding models, an AI-industry letter urging Congress to screen synthetic DNA, and Blue Origin’s New Glenn exploding on the test stand.

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Full Summary

Chris Cochrane opens the show, back behind the mic after a long break. First, he previews a packed rundown before digging into the night’s lead story, a consignment deal gone very wrong. From there, the episode runs through gaming, sports, artificial intelligence, and space. Finally, Chris closes with personal updates on recent travel, a new camera, and a media business he is building.

The $200,000 Star Wars LEGO Consignment War

Chris leads with a sentence he never expected to say on the show. A dispute over a box of Star Wars LEGO has produced a racketeering lawsuit, multiple arrests, and a public statement from the CEO of Patreon. Bryan Mansell and his 83-year-old father, Ed, spent years assembling roughly 780 sealed sets, valued near $200,000. Back in 2023, they consigned the collection to the Keizer, Oregon branch of the franchise chain Bricks and Minifigs, splitting sales 65/35. However, the store changed hands in late 2024, and the new operators allegedly stopped paying and refused to return the unsold sets.

From there it escalated fast. Stunt YouTuber Benjamin Schneider, known as “Reckless Ben,” took up the cause and split the claim into about ten small-claims cases, winning default judgments when the store skipped court. Meanwhile, his GoFundMe pushed past $600,000 and his videos drew millions of views. The company fired back with a Utah RICO suit naming Schneider, Mansell, and others, and Schneider was arrested on charges including stalking and trespass. Notably, Patreon CEO Jack Conte refused the company’s demand to pull Schneider’s page, telling Bricks and Minifigs they could “stuff it.” Eventually, the corporate franchisor parted ways with the store owners, cited gross negligence, and invited Mansell to settle. Chris’s own take: had the store simply returned the collection, none of this would have happened, and the owner “kind of deserved” the heat.

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Summer Game Fest 2026 Unloads a Stacked Lineup

Next, Chris turns to Summer Game Fest, which Geoff Keighley hosted June 5 from the Dolby Theatre in Los Angeles. Capcom opened with a remake of the 2000 cult classic, now titled Resident Evil Veronica, bringing Claire Redfield back for a 2027 launch. Square Enix then closed the night with Final Fantasy 7 Revelation, the remake trilogy’s finale, also targeting 2027. Other reveals included a new Spyro the Dragon, the console debut of Guild Wars 3, and a 2027 window for The Wolf Among Us 2. For the record, Fable and Halo Campaign Evolved appeared at the separate Xbox Games Showcase, not SGF itself.

Off script, Chris riffed on the games he is most excited about. He flagged GTA 6, now expected in November at a rumored $100-plus price, alongside new Wolverine, Until Dawn, and Teenage Mutant Ninja Turtles: The Last Ronin titles. The lineup, he admitted, has him ready to finally buy a PlayStation 5.

A World Record Falls at the First Enhanced Games

The first Enhanced Games ran May 24 in Las Vegas, openly allowing performance-enhancing drugs and skipping anti-doping tests. Greek swimmer Kristian Gkolomeev swam the 50-meter freestyle in 20.81 seconds, beating the official record and pocketing a $1 million bonus. However, he wore a polyurethane supersuit banned since 2010, so the suit arguably mattered as much as any chemistry. Interestingly, several athletes who said they raced clean still won, including sprinter Fred Kerley and swimmer Hunter Armstrong. Predictably, WADA, World Aquatics, World Athletics, and the IOC all condemned the event and will not recognize the results. Chris, for his part, found the whole spectacle more fun than alarming.

An AI Collar Claims It Can Translate Your Dog

A startup called PettiChat is selling an AI collar that claims to translate barks and meows in real time at 94.6 percent accuracy. To be fair, it is no obvious scam, with real funding, a working app, and coverage from Forbes and Vice. Still, no peer-reviewed research or independent lab backs that number. Reviewers called the demo footage “undeniably staged,” and the best real science reads broad emotion, not full sentences. Chris agreed from experience, noting that any longtime dog owner already reads their pet’s body language well enough.

Microsoft Builds Its Own AI Coding Models

At its Build conference in early June, Microsoft unveiled MAI-Code-1-Flash, its first homegrown coding model. The tool turns plain-English prompts into source code and plugs into GitHub Copilot and Visual Studio Code. Additionally, Microsoft previewed a reasoning model, MAI-Thinking-1, on its Foundry platform. The strategy is clear: Microsoft remains OpenAI’s biggest backer, yet it wants to depend on OpenAI less and cut developer costs. The timing is loud, too, since Anthropic just filed confidentially for an IPO and OpenAI is reportedly readying its own.

AI Leaders Ask Congress to Screen Synthetic DNA

On a more sobering note, the CEOs of OpenAI, Anthropic, Google DeepMind, and Microsoft AI signed a joint letter to Congress. Together, they want mandatory screening at the companies that synthesize custom DNA to order. Their argument is blunt: powerful AI is eroding the expertise that once limited who could engineer a biological weapon. Therefore, they urge identity verification, sequence screening, and recordkeeping written into federal law this session. As Chris put it, when the people building the technology sound this worried, it is worth paying attention.

Blue Origin’s New Glenn Explodes on the Test Stand

Finally, Chris closes the headlines in space. Blue Origin’s New Glenn rocket erupted in a fireball during a static-fire test at Cape Canaveral on May 28. Fortunately, nobody was hurt and no satellites were aboard, though the first stage and some ground equipment were destroyed. That booster was set to launch Amazon’s first big batch of Leo internet satellites, the constellation formerly known as Project Kuiper. Afterward, CEO Dave Limp vowed to fly again this year, while NASA’s Jared Isaacman pushed to move Blue Origin’s lunar lander onto a backup rocket. Meanwhile, SpaceX flew its next-generation Starship Version 3 for the first time on May 22.

Chris’s Travels, a New Camera, and a Media Venture

To wrap up, Chris shares what he has been up to away from the mic. First, he recaps a hot, sickness-plagued trip to Disneyland in California, then a far better visit to Portland to see Ray. Proudly, he congratulates his brother on graduating and predicts their dad would be proud too. He also gushes about his new Nikon ZR camera, built on RED technology, which he says rivals a Sony FX3 at half the price. Beyond that, he is building a media business with a friend, taking free shoots to network while leaning on directing as his strength. You can find his work on Instagram at @dis.chris.

Chris signs off with the usual ecosystem mentions: GNC Insider at geeknewscentral.com/insider, email at [email protected], the show newsletter, and modern podcast apps at podcastapps.com. He also thanks GoDaddy for over twenty years of support and teases a return to a more regular release schedule.

The post The $200k Star Wars LEGO Consignment War #1867 appeared first on Geek News Central.

In this episode, Ray Cochrane unpacks how two colliding black holes revealed a whirlpool in spacetime, a direct detection of frame dragging hidden in the cleanest gravitational-wave signal ever recorded. Additional stories cover the James Webb Space Telescope, counting 16.5 million stars in the Cigar Galaxy, SpaceX rolling out Starship V3, deadly back-to-back earthquakes in Venezuela, GitHub fighting a California law that could break open source, and Meta engineering a battery narrow enough to live in a pair of glasses.

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Full Summary

Cochrane opens with a personal update before the night’s lead story. He recently graduated with a Bachelor of Science in Computer Science from Portland State University, celebrated with family in town, and launched a new site at rayc.world. That site links to a final-project study he built on collaborative filtering using podcasting data, hosted at cohort.rayc.world and drawn from OP3 analytics. He also plans to return to the show’s classic twice-weekly cadence on Mondays and Thursdays. From there, he goes deep on a new black hole discovery, then pivots through space, earth science, climate, biotech, open source, cloud infrastructure, and consumer hardware.

Colliding Black Holes Reveal a Whirlpool in Spacetime

Two black holes spiraled together, merged, and sent a gravitational wave rippling across the universe. Researcher Neil Lu and colleagues at the Australian National University found the fingerprint of frame dragging buried in GW250114, the cleanest signal LIGO has ever recorded. Frame dragging means a spinning black hole drags spacetime around with it, like a spoon turning in honey, except the honey is reality itself. Remarkably, the wave changed the distance between your nose and your ear as it passed, by far less than the width of a single atom.

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Webb Counts the Stars in the Cigar Galaxy

NASA released a striking new James Webb Space Telescope view of Messier 82, the edge-on galaxy nicknamed the Cigar Galaxy. Because Webb sees in infrared, it peers straight through the dust that normally hides the galaxy’s interior. Combined with archival Hubble data, the image resolves roughly 16.5 million individual stars. M82 is a starburst galaxy, meaning it forms stars at a furious rate, a frenzy likely triggered when it merged with a neighbor.

SpaceX Rolls Out Starship V3

SpaceX officially introduced Starship V3, the third generation of the largest rocket ever built. The vehicle now flies on the Raptor 3 engine, pushing liftoff thrust to around 20 million pounds and making it the most powerful rocket ever flown. More importantly, V3 is designed to carry over 100 metric tons to low Earth orbit while staying fully reusable, roughly triple the previous version. SpaceX also added in-orbit refueling hardware, the capability that finally makes operational Moon and Mars missions realistic.

The Asteroid Barrage That Kept Earth From Forming Continents

A team led by Curtin University and the Queensland University of Technology argues that relentless asteroid impacts shaped the very young Earth. During the Hadean, more than four billion years ago, the planet was struck far more often than it is today. Each impact dumped heat deep into the interior, repeatedly melting and reworking the crust. Consequently, stable continents formed much later than calmer models assumed, painting a picture of a hotter, weaker, more chaotic early Earth.

Back-to-Back Earthquakes Devastate Northern Venezuela

Northern Venezuela was struck by two major earthquakes on June 24, a magnitude 7.2 foreshock followed by a magnitude 7.5 mainshock. Both hit only about six miles underground, so the shallow shaking delivered its full force at the surface. Tragically, at least 164 people died, and the region sits along the tangled boundary where the Caribbean and South American plates grind past each other. These were the largest quakes to hit the area since a magnitude 7.7 event near Caracas in 1900.

The ‘Guerrilla Solar’ Era Has Arrived

A quiet energy shift, nicknamed “guerrilla solar,” is spreading across Europe. These small plug-in panels deliver power to a home’s wiring via a standard wall outlet, with no electrician or permit required. Germany now counts roughly a million of these systems. However, the U.S. payoff remains modest, with savings estimates of around $15 per month against a $500 to $1,500 setup cost.

Why a Broken-Up Forest Stores Less Carbon

Researchers quantified what foresters long suspected: an intact forest stores far more carbon than the same acreage split into fragments. A hectare inside a large, continuous forest proved about 38 percent more productive than an isolated one. The culprit is edge effects, the extra wind, heat, and direct sun that stress trees at a forest’s boundary. Because a large forest maintains a large protected core while fragments are nearly all edge, planting trees together matters for carbon storage.

Edited Human Embryos Reveal a Surprise

Researchers used base editing, a precise cousin of CRISPR that rewrites a single DNA letter without cutting the strand, in human embryos. They discovered that a protein called NANOG plays a role in early human development that it does not play in mice. In humans, switching it off still let cells form that seed the placenta and yolk sac. The finding argues that understanding human development requires studying human embryos directly, which reignites a thorny ethical debate.

GitHub Fights a California Law That Could Break Open Source

GitHub joined Black Forest Labs, Hugging Face, and Mozilla to push for fixes to California’s AI Transparency Act. As written, the bill could force revocation of an open-source license when a downstream user fails to meet certain obligations, which clashes with the permanent, irrevocable promise of open source. Cochrane pointed to curl and its longtime maintainer, Daniel Stenberg, warning that the rule could destabilize the supply chain on which the whole tech world runs. Instead, the coalition points to the EU’s AI Act transparency code as a saner model.

Rust Opens Its Maintainers Fund

The Rust Foundation launched a Maintainers Fund to pay the people who keep the language’s ecosystem healthy. Backed by RFC 3931, it establishes a funding team and a new Maintainer-in-Residence program for the often thankless work on the compiler, standard library, Cargo, and Clippy. Individuals can donate through GitHub Sponsors, while companies can sponsor there or contact the foundation directly. Cochrane urged any business that depends on open source to invest in the projects it actually uses.

AWS Gives Lambda Its Own Isolated Sandboxes

AWS introduced MicroVMs inside Lambda, its serverless platform. Each session runs in a dedicated micro virtual machine with no shared kernel and up to eight hours of total runtime. The feature exists for the AI era, in which applications increasingly run code written by an AI agent rather than by the developer. Use cases include AI coding assistants, data analytics platforms, vulnerability scanners, and game servers running user-supplied scripts.

Meta Engineers a Battery Narrow Enough for Glasses

Meta built custom steel-can battery cells as narrow as seven millimeters to fit the temple arms of smart glasses like the Ray-Ban Meta and Oakley Meta Vanguards. These cells power cameras, speakers, and AI features in a space most engineers would call impossible. To prevent brownouts, Meta swapped wound electrodes for precisely die-cut stacked layers that lower electrical resistance. Now the company is spreading the technology across multiple vendors and eyeing other wearables.

Polestar Gets Locked Out of the US Market

Starting in 2027, Polestar will not be able to sell its new models in the United States. A federal Connected Vehicle Rule bars cars containing certain Chinese or Russian software or hardware on national security grounds. The painful irony is that Polestar moved production of the Polestar 3 to South Carolina specifically to dodge tariffs on Chinese-built EVs. Because the rule targets the technology’s origin rather than its assembly location, the company is shut out anyway.

Retroid’s Pocket Nova Packs Serious Power for $229

Retroid returned with a new retro handheld, the Pocket Nova, starting at $229 with a step-up model around $269. It features a 4.5-inch AMOLED screen in a 4:3 aspect ratio, a shape well suited to classic games. On paper, it should handle GameCube- and PlayStation 2-era titles, though that remains an early expectation rather than a benchmarked promise. Retroid has earned a strong reputation for high-quality, genuinely portable consoles.

Cochrane signs off with the usual ecosystem mentions: GNC Insider at geeknewscentral.com/insider, the show newsletter, email at [email protected], and modern podcast app recommendations at podcastapps.com.

The post Colliding Black Holes Reveal a Whirlpool in Spacetime #1866 appeared first on Geek News Central.

In this episode, Ray Cochrane breaks down a reversible conductive glue from Newcastle University that could replace solder and finally make electronics recycling work. Additional stories cover China widening its clean energy lead, DeepMind’s AlphaEvolve scoring wins from genomics to Google’s database, Anthropic’s $200 million partnership with the Gates Foundation, Intel teaming up with McLaren Racing, and end-to-end encrypted RCS rolling out in beta.

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Full Summary

Cochrane opens the show with a deep dive into Newcastle University’s reversible conductive glue, a water-based adhesive that could finally make electronics recycling economically viable. He frames the e-waste problem first: 62 billion kilos a year, with less than a quarter ever recycled. Then he walks through the silver nanoparticle chemistry, the lead-free angle on traditional solder, and the geopolitical stakes of critical mineral recovery. From there the episode pivots through energy, AI, hardware, open source, data research, space, science, and consumer privacy.

A Reversible Conductive Glue That Could Replace Solder

A team at Newcastle University has developed a water-based glue that conducts electricity well enough to replace solder. Unlike solder, however, the glue releases cleanly with a quick rinse of acetone or an alkaline bath. The breakthrough relies on silver nanoparticles suspended in a water-based binder. Consequently, components can be recovered intact, opening a viable path to electronics recycling at scale. Co-investigator Volker Pickert framed the second prize directly: solder has the best conductivity, but the best formulations contain lead.

China Widens Its Clean Energy Lead

A new Atlas Public Policy report shows Chinese firms accounted for 55 percent of $1.1 trillion in global clean energy manufacturing investment between 2019 and 2025. Battery manufacturing alone pulled in nearly half of that money. Meanwhile, U.S. companies have actively retreated from those same industries. With the Strait of Hormuz currently closed, supply chain ownership in solar, wind, and batteries matters more than ever. A separate Ember analysis showed Chinese solar panel exports doubled in March alone.

DeepMind’s AlphaEvolve Scores Real Wins

DeepMind published an update on AlphaEvolve, its Gemini-powered AI coding agent. The system cut genomic variant detection errors by 30 percent. Additionally, it lifted AC Optimal Power Flow feasibility from 14 to over 88 percent on the electrical grid. AlphaEvolve also found a better cache replacement policy in two days that would have taken human engineers months. Furthermore, it reduced write amplification in Google’s Spanner database by 20 percent. The pattern shows applied AI sticking, not as a chatbot but as a quiet optimizer.

Anthropic and Gates Foundation Commit $200 Million

Anthropic announced a four-year, $200 million partnership with the Gates Foundation across three pillars. The biggest pillar targets global health and life sciences in low and middle-income countries. Notably, the research scope includes polio, HPV, and preeclampsia. A second pillar covers AI in education across the U.S., sub-Saharan Africa, and India, in partnership with the Global AI for Learning Alliance. Finally, an economic mobility pillar focuses on agricultural productivity and crop benchmarks.

Google’s AI Educator Series Launches Free

Google rolled out the first 20-plus sessions of its AI Educator Series this week. The free AI literacy training targets the roughly 6 million K-12 and higher education teachers across the U.S. Modules are designed as short, snackable trainings teachers can finish in a prep period or a lunch break. Additionally, stackable workshops let educators build credentials over time. Importantly, the program requires no institutional subscription.

Amazon Bedrock Prompt Optimization Goes GA

Amazon Bedrock dropped its Advanced Prompt Optimization tool, now generally available across most major regions. The feature rewrites prompts to perform better on specific models and automates prompt migration when switching between models. Furthermore, a built-in evaluation feedback loop lets users benchmark against up to five models side by side. The default judge model is Claude Sonnet 4.6. Consequently, teams can stop hand-tuning string templates and focus on product work.

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Arm AGI CPU and Red Hat Go Production-Ready on Agentic AI

Arm and Red Hat expanded their collaboration around Arm’s AGI CPU, which is Arm’s branding for its agentic AI chip family. The deal brings Red Hat Enterprise Linux and OpenShift to the chip as a production-ready stack. Hardware specifications include 136 Neoverse V3 cores, 96 PCIe Gen6 lanes, and 12 channels of DDR5-8800 memory in a 300-watt thermal envelope. Availability lands in Q4 through Supermicro, Lenovo, and ASRock Rack.

Intel Becomes McLaren Racing’s Official Compute Partner

Intel announced a multi-year deal as the official compute partner for McLaren Racing. The agreement covers the McLaren Mastercard Formula 1 team, Arrow McLaren IndyCar, and McLaren F1 Sim Racing. Trackside edge compute will power real-time race decisions, while Xeon and Core Ultra silicon drive Computational Fluid Dynamics and digital twin work. Consequently, design iterations that once took weeks now collapse to days. The deal puts Intel silicon in front of every CTO watching a Grand Prix.

Rust Lands 13 Google Summer of Code Projects

The Rust Project landed 13 accepted projects in Google Summer of Code 2026. Out of 96 proposals, a 50 percent jump from last year, the project selected 13. Notably, three returning contributors from prior years are back. Mentors flagged a noticeable share of AI-generated submissions as a growing challenge. Furthermore, the real bottleneck remains mentor capacity rather than funding.

GitHub Innovation Graph Maps Digital Complexity

Researchers used GitHub Innovation Graph data to predict GDP, inequality, and emissions through the Economic Complexity Index, or ECI. Countries are compared to kitchens; the more variety and sophistication in software output, the higher the score. Germany ranks first, followed by Australia and Canada. The U.S. lands at sixth. However, the dataset only captures public GitHub activity, leaving most proprietary software invisible.

NASA and Eta Space Prepare Cryogenic Fuel Demo

NASA is teaming with Eta Space on an in-orbit demonstration called LOXSAT, short for Liquid Oxygen Flight Demonstration. The nine-month mission tests cryogenic fluid management techniques required for in-space propellant depots. Launch is no earlier than July 17 aboard a Rocket Lab Electron from the Mahia Peninsula in New Zealand. Successful refueling in orbit could reshape what is possible for deep-space missions to the Moon and Mars.

Stealth Magma Surge Under São Jorge Surprises Researchers

Researchers in the UK and Spain published in Nature Communications on a 2022 magma surge under São Jorge Island in the Azores. The surge climbed from more than 20 kilometers underground to 1.6 kilometers below the surface. Surprisingly, most of the thousands of earthquakes happened after the magma stalled, not during the climb. Consequently, scientists are calling it a stealth surge and a failed eruption. A primed magma chamber now sits closer to the surface than before.

End-to-End Encrypted RCS Begins Rolling Out

Apple and Google led a cross-industry effort to roll out end-to-end encryption for RCS messaging. As of May 11, the feature is rolling out in beta on both platforms. Importantly, encryption is on by default and auto-applies to new and existing conversations. A lock icon in the chat indicates active end-to-end encryption. This quietly raises baseline privacy for billions of cross-platform messages.

Cochrane signs off with the usual ecosystem mentions: GNC Insider at geeknewscentral.com/insider, the show newsletter, and modern podcast app recommendations at podcastapps.com.

The post A Reversible Glue that could Replace Solder #1865 appeared first on Geek News Central.





In this episode, Ray Cochrane leads with Mozilla shipping Firefox 150 with 271 patched bugs found by Anthropic’s Mythos system, the first major real-world deployment of the AlphaGo-Moment cybersecurity tooling. He also covers a 9-year dormant Linux kernel root, a college student stopping Taiwan’s high-speed rail with a software-defined radio, GitHub MCP secret scanning going GA, the NVIDIA NeMo lawsuit surviving its motion to dismiss, the Hugging Face Reachy Mini app store, Anthropic’s Auto Mode for Claude Code, and the 4-gigabyte AI model Chrome silently installed on your computer.

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Full Summary

Cochrane opens the show with the AlphaGo Moment moving from theory into production. Mozilla shipped Firefox 150 this week with 271 patched bugs that Anthropic’s Mythos system found. Furthermore, the broader episode threads a clear pattern: AI tooling is reshaping security, developer workflows, and consumer software faster than the surrounding ecosystem can absorb it. The show closes on the four-gigabyte AI model Chrome installed on a billion machines without explicit consent.

Mozilla Ships 271 Mythos Bugs in Firefox 150

Mozilla ran Anthropic’s restricted Mythos system against the Firefox 150 codebase before shipping. The result: 271 found bugs (180 high severity, 80 moderate, 11 low) baked into the release. However, the bigger number is the year-over-year jump. April 2026 shipped 423 total Firefox security fixes versus 31 a year prior. The breakdown for April: 271 from Mythos, 41 from external researchers, and 111 from other internal sources.

Cochrane is sticking to his guns on calling this the AlphaGo Moment for cybersecurity. Skeptics argue Mythos is industrial-scale fuzzing because most found bugs sit in memory-safety territory. However, his counter is the velocity itself. Furthermore, he frames the resistance as carriage-versus-cars: humans-first research still grounds the tool, but throughput is the win. The Firefox CTO put it directly: defenders finally have a chance to win, decisively.

For developers asking whether Mythos changes anything if they already run fuzzers, Cochrane’s answer is yes, and not even close. Additionally, he notes Mythos is restricted-access. The broadly available tier is Claude Opus 4.7, which Mozilla used since February before getting onto the restricted program for the Firefox 150 cycle. Run Opus 4.7 first.

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Copy Fail: 9-Year Linux Kernel Bug, 732 Bytes to Root

A 9-year-old dormant Linux kernel bug got disclosed April 29 as CVE-2026-31431. Researchers published a 732-byte Python script that roots every major Linux distribution shipped since 2017. Additionally, CISA added the CVE to its Known Exploited Vulnerabilities catalog on May 1 with a May 15 federal deadline. The bug lives in the kernel’s crypto socket layer through the AF_ALG AEAD interface, originating in a 2017 in-place crypto optimization that lacked bounds checking.

Cloudflare published their post-mortem this week. Their first instinct was to remove the kernel module entirely. However, service dependencies forced a workaround instead. Cloudflare resumed normal patched-kernel reboot automation across their 330-city fleet on May 4, with manual reboots and rollouts continuing after.

Taiwan Rail Stopped by a 23-Year-Old With a Software-Defined Radio

A 23-year-old Taiwanese university student with the surname Lin spoofed a TETRA general alarm signal on April 5, stopping trains on Taiwan’s high-speed rail. The accomplice supplied the radio parameters. Both were arrested by month-end. Lin posted NT$100,000 bail; the accomplice posted NT$80,000.

The incident hit at 11:23 PM during the Qingming holiday weekend, stopping three revenue passenger trains plus one deadhead. Furthermore, the system has been in service for 19 years without rotating its cryptographic parameters once. Cochrane notes this is exactly the type of long-dormant infrastructure flaw that Mythos-class tooling catches, if anyone bothers to point it at the wires we already have.

GitHub MCP Secret Scanning Goes GA

GitHub’s secret scanning in the MCP server hit GA on May 5, with dependency scanning entering public preview the same day. Both released after a seven-week public preview run starting March 17. Additionally, the feature lets MCP-compatible coding agents (Copilot CLI, VS Code, JetBrains, Claude Code, Cursor, Windsurf) detect exposed secrets before commits or pull requests.

Findings are ephemeral. They surface only in the current chat session and don’t persist as GitHub alerts. Sources disagree on scope: GitHub’s GA changelog says repo-level or org-level settings work, while the docs say only org-level applies. Cochrane flags the open question of whether MCP prompt injections could be exploited to send discovered secrets elsewhere.

Subquadratic Debuts a 12-Million-Token Context Window

Miami-based Subquadratic emerged from stealth on May 5 with a $29 million seed round and a reported $500 million valuation. Their model, SubQ 1M-Preview, runs on a new Subquadratic Sparse Attention architecture (their technical writeup calls it Selective Attention; same acronym, different second word). The headline claim: a thousand-times reduction in attention compute at 12 million tokens versus frontier models.

However, that figure is vendor marketing math. There is no peer-reviewed paper, no public weights, and no independent benchmark replication. Researchers are demanding independent proof. Furthermore, CTO Alex Whedon’s pull line, “Retrieval / RAG plumbing is a waste of human intelligence,” signals how aggressively they want to position against retrieval-augmented architectures.

ChatGPT Goblins, China’s “Catch You Steadily”: Sycophancy Is Universal

Last week’s ChatGPT goblin obsession has a Chinese-language twin. The model overuses a phrase translating as “I will steadily catch you.” Additionally, a new Stanford and CMU study called ELEPHANT shows social sycophancy is universal across all 11 LLMs tested with 2,400-plus participants. Models endorsed users 49 percent more than humans did, and 47 percent even on harmful prompts. Alibaba’s Qwen and DeepSeek topped the rankings.

Cochrane notes sycophancy is obvious once you’re aware of it but tricky to dissuade. Even with explicit instructions, longer context windows can reintroduce the behavior as the instructions get diluted. Furthermore, the trap is believing you’ve handled it. Once you think you’ve got it under control, you’re more prone to being influenced because you stopped watching for it.

NVIDIA NeMo Lawsuit: Judge Tigar Denies Motion to Dismiss

Three authors filed Nazemian v. NVIDIA in March 2024, alleging NVIDIA used The Pile and Books3 (approximately 196,640 pirated books) to train its NeMo AI framework. NVIDIA’s defense relied on the Sony v. Universal Betamax doctrine, arguing NeMo’s training scripts are general-purpose tools like a VCR.

This week, Judge Tigar denied NVIDIA’s motion to dismiss in the Northern District of California. The headline quote: NeMo’s training scripts “have no other purpose than to speed up the process of infringement.” Furthermore, the judge rejected the VCR analogy outright. NeMo’s scripts are not general-purpose tools; they were allegedly purpose-built to ingest pirated material. Cochrane reads the Betamax framing as legal-jargon arbitrage rather than honest defense.

The Humanoid Robot Market Is Smaller Than the Hype

Michael Barnard at CleanTechnica argues that scenario-math against the global labor market puts realistic humanoid TAM at $200 billion to $1 trillion, not $20 trillion. Near-term wins cluster in warehouses, not homes. Additionally, the framework weighs dexterity burden against human-proximity safety burden. Real opportunities cluster where both burdens are low.

Cochrane connects this to last week’s reservations about humanoids in the household. Furthermore, the risk profile is the issue: these robots aren’t prepared for every scenario, can’t make dynamic decisions, and one software update can change the definition of “safe.”

Hugging Face Launches Reachy Mini App Store

Hugging Face launched an open-source app store for the Reachy Mini robot this week, $299 for the Lite tethered version and $449 wireless. There are 200-plus community-built apps at launch from over 150 creators, with nearly 10,000 Reachy Minis cumulative shipped. Additionally, apps are forkable, with the default agent (ML Intern) able to modify, write, test, and ship code on any existing app.

Examples at launch include an office receptionist built in under two hours, a Reachy Phone Home anti-procrastination app, baby-monitor-style apps, a cooking assistant, and a 78-year-old Joel Cohen’s voice-controlled CEO peer-group app. Pollen Robotics, the company behind Reachy, was acquired by Hugging Face on April 14, 2025.

Bebop the Humanoid Robot Delays Southwest Flight 1568

A 4-foot, 70-pound humanoid robot named Bebop delayed Southwest flight 1568 from Oakland to San Diego by more than 73 minutes on April 30. The crew flagged the lithium battery as oversized. Furthermore, the battery was reportedly four times the cabin limit. Bebop belongs to Dallas-based Elite Event Robotics, which bought a full-price cabin ticket because the robot exceeded checked-baggage weight.

Bebop danced for passengers at the gate before boarding. However, Southwest had Elite remove the batteries before departure, and replacements were overnighted to Chicago for the next event. Cochrane flags the obvious: batteries have always been flagged in aviation, so forgetting that with a humanoid robot in tow is a strange miss.

Ouster Rev8: Native Color Lidar With Google, Volvo, Skydio Stating Intent

Ouster announced the Rev8 OS Family on May 4 in San Francisco. The sensors fuse depth and color via SPAD detectors (single photon avalanche diodes) on Ouster’s custom L4 and L4 Max chips. Google, Volvo Autonomous Solutions, Skydio, Liebherr, Epiroc, and PlusAI have stated intent to adopt, though nothing is formally signed.

Specs include 48-bit color, 116 dB dynamic range, and pre-fused 3D colorized point clouds. The OS1 Max gets 500-meter max detection. Available to order today and shipping this quarter, with no pricing disclosed. CEO Angus Pacala in his TechCrunch interview: “The goal is to obviate cameras. There’s no reason that one sensor can’t do both.”

TagTinker Lets a Flipper Zero Mess With Electronic Shelf Labels

A new Flipper Zero app called TagTinker uses infrared signals to push images and text to electronic shelf labels. Additionally, these are the same kind of price tags grocery chains are starting to use for surveillance pricing. The app and GitHub repo went public this week.

Maryland’s HB 895, signed by Governor Wes Moore, takes effect October 1 as the first-in-nation surveillance pricing law. It covers food retailers and third-party food delivery service providers. Furthermore, ESLs use the same IR signaling as TV remotes with weak security. The dev’s disclaimer states it’s strictly for educational research, security curiosity, and displaying digital art on hardware you legally own.

Fitbit App Becomes Google Health, Plus Fitbit Air, Plus Google Fit Sunset

Google announced May 7 that the Fitbit app becomes Google Health on May 19, rolling through May 26. The launch ships with the new $99.99 Fitbit Air screenless tracker and the long-rumored Google Fit shutdown. Additionally, the four-tab interface (Today, Fitness, Sleep, Health) bundles a Gemini-powered AI Health Coach. Coach is premium-gated at $9.99/month or $99/year.

Medical records integration is US-only at launch. The Fitbit Air gets up to one week of battery life and 50-meter water resistance. However, Cochrane flags conflicting privacy framing: Google’s AI summary bullets say “your data stays private,” but the actual document copy says only “committed to not using Fitbit user health and wellness data for Google Ads.” Those are not the same statement.

Russinovich on Why Win32 Won and WinRT Didn’t

Microsoft Azure CTO Mark Russinovich said via Microsoft Dev Docs video that Win32, the 1995 API, is still foundational to Windows 11. WinRT, the modernization replacement, “didn’t play out the way a lot of people expected.” Mostly clickbait framing per Windows Latest, but the substantive angle is real.

Microsoft is pivoting back to native WinUI 3 development after years of pushing developers toward WebView2 and Electron. Additionally, Electron-based apps are known for insane RAM usage, and everyone is hurting for RAM right now. Furthermore, the bigger open question is whether Electron survives the test of time, especially with the React engine reportedly being rewritten in Rust.

“Tabula Plena”: The Brain Starts Full, Not Blank

A Nature Communications study from the Institute of Science and Technology Austria found that the mouse hippocampal CA3 recurrent network begins densely connected and refines through pruning. ISTA’s press release frames this as “tabula plena,” meaning full slate, counter to tabula rasa.

The paper published April 21. First author Victor Vargas-Barroso and senior author Professor Peter Jonas studied mice at three developmental stages. Furthermore, the “starting overloaded enables faster sensory integration” framing is Jonas’s hypothesis from the press release, not a paper conclusion. Cochrane closes on the bigger question: did we have human growth and experience mapped wrong from the start?

The Aqueous Battery You Can Pour Down the Drain

A Chinese research team led by Professor Chunyi Zhi at City University of Hong Kong built an aqueous battery using a custom organic polymer electrode plus neutral magnesium and calcium salts (food-grade tofu coagulants) as electrolyte. Published in Nature Communications on February 18.

Numbers to know: 120,000-plus charge cycles, full-cell energy density of 48.3 watt-hours per kilogram. That’s well below typical lithium-ion. However, post-cycling analysis showed only magnesium, calcium, chlorine, carbon, and copper, with no heavy metals. The cell complies with US RCRA, ISO 14001, and China’s GB 18599-2020 for direct environmental disposal. Additionally, the “300-plus years” framing is journalists extrapolating from the 120,000 cycles, not a paper claim.

ResoNix Klippel Tests Expose Car-Audio Spec Lies

Nick Apicella, founder of ResoNix Sound Solutions in Stony Point, New York, spent around $23,000 on independent Klippel LSI and TRF testing of 40 subwoofers. He published 21 results showing widespread misrepresentation of Xmax (excursion) and thermal/power-handling claims. Test data published in three batches between December 2025 and January 2026.

Specifics: Wavtech thinPRO12 claimed 20 mm of excursion but delivered 8.85 mm, scoring 15 out of 100 on marketing accuracy. One driver hit 44 percent of advertised excursion. Another tripped thermal protection at half its rated power. Additionally, nine of 21 drivers scored below 50 out of 100. Brands tested include JL Audio, Sundown, Focal, Morel, Audiofrog, Adire, Stereo Integrity, and Dynaudio. Conflict-of-interest flag: ResoNix’s own GUS-15, 12, and 10 prototypes conveniently rank one, two, three.

JetBrains Opens 2026 Developer Ecosystem Survey

JetBrains opened the 10th annual Developer Ecosystem Survey this week. It takes about 30 minutes, with prizes including a MacBook Pro 16-inch and a $1,000 Amazon gift card. Anonymized raw data is published publicly, and cumulative scale is 100,000-plus developers across recent years.

Additionally, the survey is going fully anti-AI: “evil bots, dishonest respondents, and AI agents will be excluded from prize distribution.” Cochrane is curious whether TypeScript holds its 2025 crown after knocking Python off, and whether Rust shows real growth given the wave of LLM-driven Rust rewrites in the past few months.

Anthropic’s Claude Code Auto Mode Goes Live

Anthropic launched Auto Mode for Claude Code roughly six weeks ago. Claude Code’s previous behavior required user approval for most file modifications and command executions, generating heavy approval-fatigue complaints during longer sessions. Auto Mode is the answer: Claude can run multi-step development tasks without per-action approval. Additionally, the architecture is a two-stage classifier, with stage one a fast yes/no filter and stage two doing chain-of-thought on flagged actions.

Cochrane runs his own Claude Code in YOLO mode but with custom rejection rules baked into settings to block commands he doesn’t want, even with skip-permissions on. He recommends configuring settings as the actual policy layer rather than relying on classifier judgment alone. Furthermore, recent posts about Claude deleting websites or wiping production databases reinforce why the settings layer matters more than the auto-mode toggle.

Chrome Quietly Installed a 4GB AI Model on Your Computer

Google Chrome silently downloads on-device AI model weights (Gemini Nano family) to a `weights.bin` file in the OptGuideOnDeviceModel directory, around four gigabytes in Alexander Hanff’s audit. Furthermore, the model re-downloads if you delete it. Hanff timed his own install at 14 minutes 28 seconds on macOS. Affected platforms include Windows, macOS (including Apple Silicon), and Linux.

Hanff frames this as a multi-front legal violation: a direct breach of Europe’s ePrivacy Directive, two articles of GDPR, and an environmental harm of a magnitude that would be notifiable under the Corporate Sustainability Reporting Directive. At one billion users, the four-gigabyte distribution represents roughly 240 gigawatt-hours of network and storage energy paired with about 60,000 tonnes of CO2-equivalent emissions. However, no EU regulator action or formal complaint has surfaced as of this episode.

The model powers on-device features (email writing, scam detection, summarization, smart paste, tab grouping) but not the visible AI Mode button, which routes to the cloud. To disable, Cochrane recommends Chrome Settings, then System, then On-device AI, toggle to off. Two more paths exist via `chrome://flags` or a Windows registry edit.

Cochrane closes the show with show housekeeping: GNC Insider at geeknewscentral.com/insider, email at [email protected], newsletter signup at geeknewscentral.com, and Pocket Casts as a solid modern podcast app pick. Have a wonderful night.

The post Mozilla Meets Mythos #1864 appeared first on Geek News Central.

In this episode, Ray Cochrane leads with GitHub’s worst reliability month on record and the AI infrastructure pressure behind it. He also covers Warp going open source, Apple’s Mac supply crunch, OpenAI’s goblin tic, the first 1X humanoid factory in the US, Tesla’s Semi finally hitting mass production, Chinese EVs with movie-projecting headlights, the final GPS III satellite, and a quantum researcher who won 1 Bitcoin.

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Full Summary

Cochrane opens the show with one of the biggest infrastructure stories of the year. GitHub is buckling under unprecedented agentic load, and the world’s largest code host just had its worst reliability month on record. Furthermore, the broader episode threads a clear pattern: AI demand is reshaping infrastructure, hardware supply, and developer tooling in ways the industry did not see coming.

GitHub’s Worst Reliability Month on Record

GitHub CTO Vlad Fedorov posted an apology on the company blog this week. He acknowledged the platform’s recent failures and committed to a new priority order: availability first, then capacity, then features. Meanwhile, an April 23 merge queue regression silently produced wrong squash commits across 658 repositories and over 2,000 pull requests. Additionally, an Elasticsearch cluster crashed on April 27 after a botnet attack, and GitHub Actions went down on April 28.

Outside reconstructions put April uptime under 85 percent. However, GitHub’s own status page stays in the 99 percent range because it does not count degraded performance as downtime. Cochrane notes that GitHub originally planned a 10x capacity increase and has now revised that to 30x in eight months. Mitchell Hashimoto, GitHub user 1299 since 2008, also announced he is pulling his Ghostty terminal off the platform entirely.

Warp Terminal Goes Open Source Under AGPL

Warp open-sourced its AI-first terminal client this week under the AGPL license. Their contribution model leans heavily on agents handling code, planning, and testing while humans focus on direction and verification. However, Cochrane pushes back on that framing. He argues the recent GitHub problems show that human approval alone is not enough oversight for agent-driven workflows. Additionally, he notes that the more hands-off developers get, the less they can mentally model their own systems.

Apple Caught Flat-Footed by Local AI Demand

Tim Cook told Wall Street on the Q2 FY2026 earnings call that Mac mini and Mac Studio supply will be constrained for several months. Both machines turned out to be popular local AI workstations, which Apple did not predict. Consequently, Apple discontinued the 512GB Mac Studio upgrade in early March and raised the 256GB upgrade by $400. Some upgraded configurations now show 4 to 5 month delivery estimates.

Cochrane connects the demand spike to the OpenClaw wave and his own recent OpenClaw scare, where his install started making suspicious outbound requests. Furthermore, he is in no rush to lean into local agentic tooling given the constant prompt injection and security issues in the space.

OpenAI Explains the Goblin Obsession

After GPT-5.1 launched, ChatGPT users noticed the model could not stop saying “goblin.” OpenAI traced the bias to the optional Nerdy personality, which was 2.5 percent of all responses but produced 66.7 percent of all goblin mentions. The reward signal during personality training quietly favored creature metaphors. Then the bias leaked into the rest of the model through later supervised fine-tuning.

OpenAI retired Nerdy in March, filtered creature words from training data, and added an explicit Codex system prompt rule: never talk about goblins, gremlins, raccoons, trolls, ogres, or pigeons. Cochrane frames this as the beauty and disaster of pattern matching. Additionally, he notes that LLM behavior is not editable like static code; it can only be patched, and the patches stack up over time.

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1X Opens America’s First Vertically Integrated Humanoid Factory

Bloomberg reports that 1X Technologies opened a 58,000 square foot humanoid robot factory in Hayward, California. The Norway-founded, OpenAI-backed company is calling it America’s first vertically integrated humanoid factory. Their goal: 10,000 NEO home humanoids in year one, with a 100,000 unit target by end of 2027. Furthermore, the first 10,000 unit allocation reportedly sold out in five days when pre-orders opened in October. NEO sells for $20,000 outright or $499 per month.

Cochrane is skeptical that humanoids solve a real problem for the average household. However, he sees genuine potential for elderly and disabled users. Additionally, he flags privacy and data collection concerns about robots that have to perceive everything in your home.

Tesla Semi Rolls Off the High-Volume Line

Tesla rolled the first Semi off its 1.7 million square foot factory adjacent to Gigafactory Nevada on April 29. The Long Range version delivers 500 miles at $290,000, while the Standard Range hits 325 miles at $260,000. Additionally, the Long Range supports the 1.2 megawatt Megacharger that restores 60 percent of range in about 30 minutes. The factory targets 50,000 trucks per year, though analysts project 5,000 to 15,000 deliveries in 2026.

Cochrane opens with a recent personal experience. He saw a semi truck on the freeway with the entire cabin removed from the engine, an unusual failure mode he had never seen before. Furthermore, he questions the actual environmental benefit of electric trucking given grid sourcing and battery mineral concerns. The reveal was 2017, and high-volume production is now nine years after that announcement.

Chinese EVs With Headlights That Project Movies

Huawei’s XPixel headlight system can now project full-color movies up to 100 inches in front of the car. The technology debuted in full color on the Aito M9 and is rolling out across Stelato S9, Qijing GT7, and Luxeed V9 MPV. Additionally, the same hardware powers real safety features: adaptive driving beam, lane-change path projection, and pedestrian crossing direction signaling.

Meanwhile, US regulations only approved adaptive driving beam in February 2022. Pixel-addressable projection systems are not covered by current FMVSS rules at all. Consequently, even if these cars sold in the US, the headlights would have to be downgraded to be street legal.

The Final GPS III Satellite Reaches Orbit

SpaceX launched GPS III SV-10, the tenth and final GPS III satellite, on a Falcon 9 from Cape Canaveral on April 21. GPS III delivers signals 3 times more accurate and 8 times more resistant to jamming than the previous constellation. It also adds the L1C signal, which interoperates with Galileo, BeiDou, IRNSS, and QZSS, plus M-code military encryption.

Up next, GPS IIIF launches start in 2027 with up to 22 satellites deploying through about 2037. IIIF adds laser inter-satellite links and optical reflectors for centimeter-level satellite tracking. Cochrane loves this kind of quiet infrastructure win that powers global economics without anyone noticing it.

Researcher Wins 1 Bitcoin for a Quantum Attack on Crypto

Independent Italian researcher Giancarlo Lelli won Project Eleven’s 1 Bitcoin Q-Day Prize on April 24. He derived a 15-bit elliptic curve private key from its public key using a variant of Shor’s algorithm on rented cloud quantum hardware. Furthermore, the previous record was 6 bits, set in September 2025 on an IBM 133-qubit machine, so this extends the record by a factor of 512.

However, Bitcoin uses 256-bit elliptic curve cryptography, so real wallets are not at risk yet. Additionally, other researchers have pushed back on the result. Their criticism: a 15-bit search space is only 32,767 possibilities, which a laptop can brute-force in milliseconds. Project Eleven defends the milestone as a stepping stone for demonstrating Shor’s algorithm running end-to-end on real quantum hardware.

Gemini Now Generates Real Files

Google rolled out file generation for the Gemini app. Users can now generate PDFs, Word docs, Excel spreadsheets, Google Workspace files, CSV, LaTeX, plain text, RTF, and Markdown directly from a chat prompt. Additionally, files can be downloaded to device or exported straight to Google Drive. The feature is globally available to all Gemini app users.

Google Illuminate Turns Papers Into Podcasts

Google Illuminate is the experimental Labs tool that converts academic papers into roughly five-minute two-voice podcast-style audio. Generation takes about 30 seconds, with a 20-per-day cap and a 30-day library. Additionally, transcripts are interactive and clickable for jumping to specific moments. Cochrane likes it as an index for triaging papers but pushes back on using it to replace deep reading. He argues that real technical material like clustering logic needs a real read, not a summary by AI podcasters.

Cochrane closes with show housekeeping and a callout to Pocket Casts and True Fans as solid modern podcast apps. Have a great night, and happy June.

The post GitHub, Goblins, Ghostty, and GPS III #1863 appeared first on Geek News Central.

In this episode, Ray Cochrane unpacks Anthropic’s Mythos model and the Treasury’s emergency meetings with Wall Street, then digs into Apple’s vibe-coding crackdown and a gaming-anxiety study that hit way too close to home. Also covered: Verge’s solid-state motorcycle, UBTech humanoid robot sales jumping 23-fold, Japan’s first osmotic power plant, Finland’s permanent nuclear waste vault, Ghostty landing in Ubuntu, Cloudflare’s EmDash CMS, and a Claude Code skill that talks like a caveman.

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Full Summary

Cochrane opens the show by framing Anthropic’s new Mythos model as the AlphaGo moment for cybersecurity. From there, the episode moves through Apple’s pushback against AI-generated apps, a gaming anxiety study with a deeply personal hook, a series of “first to ship” energy and robotics wins out of Finland, China, and Japan, and several developer-tool stories that show how quickly the economics of software are shifting.

Mythos, the Detection Ceiling, and Wall Street’s Emergency Response

Anthropic’s Mythos model has Wall Street rattled. Operating autonomously, Mythos found and demonstrated the exploitation of a 27-year-old TCP SACK bug in OpenBSD, an operating system famous for being one of the most security-focused on the planet. Per Anthropic’s red team, over 99% of the vulnerabilities Mythos has identified remain unpatched. The researchers’ conclusion is blunt: “the moat in AI cybersecurity is the system, not the model.”

The policy response moved fast. On April 7th, Treasury Secretary Bessent and Fed Chair Jerome Powell pulled the CEOs of Goldman Sachs, Citi, Bank of America, and Morgan Stanley into Treasury headquarters on short notice. All four banks are now testing Mythos internally. Treasury CIO Sam Corcos is also seeking direct access. Anthropic is gating distribution through Project Glasswing, a limited-access program with JPMorgan, Apple, Google, Microsoft, and Nvidia.

Cochrane comes down firmly behind Anthropic’s gated approach. Because a 5.1-billion-parameter open model can apparently recover the core analysis chain for the OpenBSD flaw, this capability is not locked behind Frontier Compute. He wants the critical infrastructure hardened before the public gets keys. However, he also notes the bigger lesson is about human wisdom: people offloading all their thinking to AI lose out on the wisdom that makes any of these tools genuinely useful.

Apple Bans Vibe Coding Apps from the App Store

Apple has been quietly pushing back against what people are calling “vibe coding” apps. Replit, Vibecode, and an app called Anything all run AI models on the phone and produce working software that runs inside the host app. Apple cites Guideline 2.5.2, in effect since 2017, which requires apps to be self-contained. Replit and Vibecode had their App Store updates blocked. Anything was pulled in late March, briefly restored on April 3rd, and then pulled the same day again.

The forcing function is volume. App Store submissions jumped 84% in a single quarter as vibe coding tools flooded Apple’s review queue with AI-generated apps. Cochrane thinks Apple is justified, given the security issues swirling around the Vibe coding ecosystem. Even a beautiful diamond gets lost in a sea of sand, and that flood is exactly what Apple is trying to manage. The company behind Anything is now pivoting to iMessage, desktop, and Android.

Playing Video Games to Win Is Linked to Higher Anxiety

Cochrane gets personal on this one. Through high school and his early 20s, he was deeply addicted to League of Legends. His dad teased him about it constantly. In the last few years of that addiction, his body would go ice cold and shake every ranked match before. His partner identified it as a panic attack. The moment that happened, he quit. Today, he no longer shakes.

The new study lines up with his experience. Researchers Kayleigh Watters and Mikael Rubin at Palo Alto University analyzed a publicly available database of 13,464 adult gamers, most of whom primarily played League of Legends. Players who game to win show higher generalized anxiety but actually play fewer hours, since performance pressure pushes them out. Players who game to relax show strong links between social anxiety avoidance and more hours played. The study appeared in the Journal of Affective Disorders.

The headline framing of “playing to win makes you anxious” misses the point. The real finding is more interesting: gaming for avoidance and gaming for competition are both warning signs, for different reasons. Cochrane notes that the League of Legends community’s toxicity has been a running joke for years, and this study suggests the game’s structure may have been manufacturing the anxiety that fueled it.

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Verge Motorcycle: World’s First Production All-Solid-State Battery

Cochrane filled his tank for $60 today, which made this story land especially hard. His mom has driven electric for years and patiently manages a 90-mile real-world range. The next-generation answer is already shipping. Verge Motorcycles, a Finnish company, is the first production vehicle of any kind with an all-solid-state battery. Their 2026 bikes ship in Q1 with a pack from Donut Lab, another Finnish outfit spun out of Verge.

The numbers are bonkers. The pack delivers an energy density of 400 Wh/kg, roughly double that of current Tesla cells. It sustains 100kW charging, hits full charge in about 5 minutes in the lab and 12 minutes on the actual bike, and the long-range version covers 600 kilometers (about 370 miles) per charge. Toyota, QuantumScape, and Samsung SDI have all been telling us that solid-state is coming in 2027 to 2030. A Finnish motorcycle company shipping in Q1 2026 just embarrassed them all.

UBTech Humanoid Robot Sales Jump 23-Fold

UBTech dropped its 2025 annual earnings on April 1st. Humanoid robot revenue hit 820 million yuan, roughly $119 million USD, up 2,203% from 35.6 million yuan the year before. Unit sales went from 3 robots in 2024 to 1,079 in 2025. Shares jumped 14% on the announcement. The customer list is a real industrial deployment: BYD, Foxconn, Geely, FAW-Volkswagen, and Audi. The flagship is the Walker S2, with UBTech targeting 5,000 units in 2026 and 10,000 in 2027.

Cochrane is honest about what this means. He does not think we are heading for an extinction event, but worker displacement is a real concern. The US has no universal income or universal healthcare. The people affected are not white-collar managers. They are everyday line workers who already make the least on the ladder. Work efficiency reportedly doubles when these robots arrive, which is a company-side win, but the humans they replace are not getting half a year of gardening leave to retrain. He invites the listener to take on this one directly.

Japan Switches On Asia’s First Osmotic Power Plant

In August 2025, Fukuoka’s Seawater Desalination Center quietly opened Asia’s first osmotic power facility. It generates about 880,000 kilowatt-hours per year, enough for roughly 220 homes. It is only the second operational osmotic plant in the world, after Mariager, Denmark, in 2023. Osmotic generation uses a salinity gradient: fresh water on one side of a membrane, salt water on the other, and the pressure difference spins a turbine.

The clever part is what Fukuoka does with desalination brine. Instead of regular seawater, the plant uses concentrated brine left over from the desalination process. This amplifies the salt gradient and squeezes more energy out of the same membrane. The result is a closed-loop partnership: the desalination facility produces drinking water and leaves brine behind, the osmotic plant turns the brine into electricity, and that electricity runs the desalination facility. Every desalination plant on Earth produces brine, so if Fukuoka’s co-located model works, the same pattern could be replicated across hundreds of plants worldwide.

Japan’s Luna Ring Solar Moon Proposal Goes Viral Again

Shimizu Corporation’s Luna Ring concept is making the rounds again. The pitch: a 6,800-mile belt of solar panels around the Moon’s equator, beaming microwave power back to Earth. Project lead Tetsuji Yoshida has long argued that a full ring could eliminate fossil fuel dependence entirely. The proposal first surfaced in 2013, has no funding, no government endorsement, and no concrete cost estimate. Shimizu has not put any active development behind it.

Cochrane finds the concept fun every time it resurfaces. However, this would have to be a worldwide effort in the truest sense, with treaties, a new generation of launch economics, and microwave power transmission at a scale nobody has demonstrated. Beaming the power back to Earth has always been one of the biggest practical holdbacks. The Luna Ring is inspirational, but not shipping.

Finland’s Onkalo Nuclear Waste Vault Opens

Finland’s Onkalo facility is the world’s first permanent deep geologic repository for spent nuclear fuel. Operated by Posiva, the facility is buried about 430 meters down in 1.9-billion-year-old bedrock. It is designed to hold up to 6,500 tons of spent fuel and operate until the 2120s. The construction costs about €1 billion, with operating and closure adding roughly €4 billion more before the program is done.

The catch is that radioactivity remains dangerous for hundreds of thousands of years. Edwin Lyman, director of nuclear power safety at the Union of Concerned Scientists, warned that the copper canisters will eventually corrode, with different scientific opinions on how fast. Geologic disposal remains “fraught with uncertainties,” and we have never validated an engineered system across a 100,000-year time frame. The bet is that the rock and copper outlast the radioactivity.

Cochrane sees Onkalo as time-buying rather than a final answer. It is more of a bank holding spent fuel while science catches up. He prefers it to Japan’s ongoing approach of releasing tritium-treated water from Fukushima Daiichi into the Pacific, even though the dilution is well below WHO drinking water guidelines. Burying the waste in an insurmountable containment strikes him as the more honest answer to a problem nobody knows how to truly solve.

Ghostty Terminal Lands in the Ubuntu Repos

Ghostty 1.3.0 is now available in Ubuntu 26.04 LTS’s universe repository. The install is simply `sudo apt install ghostty`, no PPAs, no Snap, no Nix, no building from source. Ghostty was created by Mitchell Hashimoto, co-founder of HashiCorp. It is GPU-accelerated, uses native Swift on macOS and native GTK4 with libadwaita on Linux, and supports tabs, splits, profiles, ligatures, and the Kitty graphics protocol.

Cochrane recently caught Hashimoto on a podcast, where he walked through his agentic coding workflow. Ghostty is being actively built using AI harnesses like Claude Code and Codex. Hashimoto told a story in which Codex fixed a six-month-old bug in 45 minutes, for a total API cost of $4.14. Personally, Cochrane uses WezTerm, but he is excited to see Ghostty become more widely available with a native UI rather than Electron.

Borgo: Rethinking Go Using Rust

Analytics India Magazine profiled Borgo, a programming language by developer Marco Sampellegrini (GitHub: alpacaaa). Borgo is statically typed with Rust-like syntax, but it compiles to Go and uses the Go runtime and garbage collector. It includes sum types (Option and Result), pattern matching, and full compatibility with existing Go packages. Notably, it removes Rust’s borrow checker and lifetimes entirely.

Borgo is not new. It first appeared on Hacker News in 2023, with a RustLab talk in 2024. The 2026 angle is a renewed look at it through the lens of AI coding agents, since type-rich languages like Rust have been showing outsized productivity gains. Cochrane is a fan of Rust and stands by the borrow checker, but he enjoys these exploratory languages for what they reveal about what developers actually want.

Caveman: A Claude Code Skill That Cuts 65% of Tokens

Developer Julius Brussee built a Claude Code skill called Caveman that forces Claude to respond in stripped-down fragments. No articles, no “just,” no “really,” no pleasantries, no hedging. The tagline is “why use many token when few token do trick.” Across 10 real dev tasks, Caveman mode averaged 294 tokens per response, compared to 1,214 in normal mode. That is a 65% drop in output tokens. The project is MIT licensed with three intensity levels: lite, full, and ultra.

Cochrane stumbled across the project online and shared it with a classmate who had been complaining about token costs. The classmate now insists that “the caveman is the only way to live.” Cochrane has not made the switch, but the bigger point lands. If a community plugin can cut 65% of tokens without correctness regressions, the labs are shipping verbose-by-default and charging users for the privilege. He suspects verbose output makes models feel more trustworthy, even when the token math says otherwise.

Cloudflare Launches EmDash as a WordPress Successor

Cloudflare released EmDash on April 9th, an open-source, MIT-licensed, TypeScript-based CMS pitched as the spiritual successor to WordPress. The big flex is that it was built in 60 days using AI coding agents. EmDash runs on Astro 6.0, either on Cloudflare’s edge platform or on a standard Node.js server. The plugin security model uses sandboxed Dynamic Workers with explicit permissions, addressing the architecture flaw that Cloudflare says causes 96% of WordPress vulnerabilities.

Cochrane could not resist pointing out the irony of the name. The em dash has become the trademark giveaway that an AI was involved in writing. He has reservations about whether EmDash will succeed. WordPress is extremely hard to unseat, plenty of “WordPress killers” have come and gone, and the ecosystem is twenty-plus years deep. He is curious to see what comes next but not optimistic.

Google Open-Sources the DESIGN.md Format

Google Labs open-sourced the DESIGN.md format used by Stitch, their AI UI design tool. DESIGN.md is a declarative file capturing a project’s design system, colors, typography, and spacing in a way AI agents can read and apply. Cochrane has tried Stitch personally and finds it impressive at producing web designs. He has also seen DESIGN.md-style files already start appearing in repositories.

He sees this kind of file becoming a new paradigm for agentic design, alongside robots.txt and llms.txt. However, he worries about a side effect. If everyone uses the same standardized format and the same AI tools, the web could become a homogeneous set of sites that all look the same. He is enthusiastic about the standardization but hopes designers continue to push for genuinely unique work.

A 13-Liter PC With a Water Loop Built Into the Case

Geeky Gadgets covered a build by “Visual Thinker”, a 13-liter mini-ITX case with custom SLA-printed water distribution plates built directly into the chassis. Instead of traditional soft tubing, plates channel coolant between the CPU and GPU blocks and are sealed with TPU and silicone molds. The case supports a full-size GPU and an SFX power supply. No thermal benchmarks, parts list, or pricing have been published. It is a one-off you cannot buy.

Cochrane sees this as a sign of where PC building has gone in 2026. Modern mid-grade GPUs run nearly every recent game, so raw performance is no longer the differentiator. He likes seeing builders lean into design and craft rather than just stuffing the most powerful parts into a box. He admits he is the traditional type and built his own machine to maximize parts, but the design-first direction is a healthy evolution for the hobby.

To close out the show, Cochrane recommends Pocket Casts as a podcast app. He finds it picks up new episodes very quickly. Big thanks to GoDaddy for over twenty years of keeping this show on the air, and a reminder that every promo code use is like writing a check to the show.

The post Mythos: Cybersecurity’s AlphaGo Moment #1862 appeared first on Geek News Central.

In this episode, Ray Cochrane digs into a new study showing AI is literally frying workers’ brains, then unpacks Anthropic’s wildest month ever – from a 1,487% user surge to Pentagon retaliation to a leaked model called Mythos.

Also covered: OpenAI kills Sora after burning $15 million a day, OpenClaw’s terrifying security holes, Apple axing the Mac Pro, ARM’s first-ever production CPU, and why King Tut’s dagger was forged from a meteorite.

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Full Summary

Cochrane opens the show with a study that puts a name to something most AI-heavy workers have already felt. From there, the episode moves through one of the most turbulent months in AI industry history, touching on corporate ethics, national security, hardware shortages, and ancient archaeology.

AI Use at Work Is Causing “Brain Fry”

A study from Boston Consulting Group and UC Riverside surveyed 1,500 full-time US workers and found that 14% experience what researchers call “AI brain fry” – mental fatigue from excessive AI tool oversight. Those affected report 33% more decision fatigue, 39% more major errors, and an increase in intent to quit from 25% to 34%. Notably, productivity peaks at one to three AI tools and drops off at four or more.

Cochrane relates this directly to his own workflow, often running two to four tools side by side. However, he pushes back on the doom framing. He argues that context switching across multiple projects and rubber-stamping AI output without review are the real sources of fry. His takeaway: either work more slowly with greater intent, or use the accelerated pace to reclaim free time.

Anthropic’s Wild Month: Exodus, Pentagon, and Mythos

Claude sessions surged by roughly 1,487% from mid-January to early March, knocking ChatGPT off the top spot in the app store for the first time. ChatGPT uninstalls spiked nearly 300%, one-star reviews exploded 775% in a single day, and a boycott movement called “Quit GPT” has grown to between 2.5 and 4 million participants.

The catalyst was OpenAI stepping in to take the Pentagon defense deal that Anthropic had publicly declined. Cochrane is firmly against automated domestic surveillance and autonomous weaponry, noting that the models are not reliable enough for such responsibilities. OpenAI tried to walk it back, but the Electronic Frontier Foundation called their language “weasel words.”

Meanwhile, the Department of Defense slapped Anthropic with a supply chain risk label – a national security designation previously reserved for hostile foreign companies. Anthropic sued the Trump administration. Then Microsoft filed a legal brief in Anthropic’s defense, joined by 149 former judges, dozens of Google and OpenAI employees, and nearly two dozen retired generals.

On top of all that, security researchers discovered an unsecured data cache exposing nearly 3,000 unpublished Anthropic files, including a model code-named Mythos (also called Capybara). Internal documents describe it as a step change in capabilities, scoring dramatically higher than Opus 4.6 on coding, reasoning, and cybersecurity. Then Anthropic’s source code leaked publicly as well.

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OpenAI Shuts Down Sora Video App

OpenAI announced on March 24th that it is killing Sora, its AI video-generation app. Downloads cratered from 3.3 million in November to 1.1 million by February. The real numbers are brutal: Sora was costing roughly $15 million per day to run against a total lifetime revenue of just $2.1 million.

The Sora web and app experience ends April 26th, with the API shutting down September 24th. Additionally, the Disney partnership – a billion-dollar deal meant to validate AI in Hollywood – collapsed completely. Deep fakes of Martin Luther King Jr. and Robin Williams appeared almost immediately despite guardrails, and both families protested publicly. Cochrane notes that competitors like Runway, Pika, and Kling are still operating, and suspects Hollywood will pivot to generating scene backgrounds rather than full content.

OpenClaw Is a Security Nightmare

Cochrane’s personal OpenClaw install started making outbound requests flagged by his ISP – with no changes or new skills installed. He shut it down and plans to wipe the device entirely.

The broader picture is alarming. A January 2026 audit found 512 vulnerabilities in OpenClaw, eight critical. Twenty-six percent of community skills contain at least one vulnerability. Oasis Security discovered a vulnerability chain called “Clawjacked” where any website can silently take full control of a developer’s agent. Between March 18th and 21st alone, nine additional vulnerabilities were disclosed, several of which were rated 9.9 out of 10. Cochrane draws a direct parallel to the browser extension era: supply chain attacks hidden as helpful tools.

Claude Code Auto Mode: AI Policing AI

Anthropic published details on a new “auto mode” for Claude Code after finding that users approve 93% of permission prompts – essentially mashing “yes.” Auto mode replaces manual approvals with a two-layer defense: an input scanner to detect prompt injection and a second AI model that monitors the first and decides whether to allow each action.

The safety checker can only see what the user asked for and what the AI is trying to do. It cannot see the AI’s reasoning, so the AI cannot talk its way past the check. However, Cochrane notes it still misses about one in six dangerous actions (17%), and the fundamental question remains: if the base layer can get infected, so can the checker.

Qwen Overtakes Llama as Most-Deployed Self-Hosted LLM

RunPod’s 2026 State of AI report, based on usage data from 183 countries, reveals that Alibaba’s Qwen has overtaken Meta’s Llama as the most popular self-hosted AI model. Llama 4 has barely been adopted, with users sticking to version 3 because it just works. Additionally, vLLM now powers 40% of all AI endpoints, NVIDIA’s latest GPU usage scaled 25x last year, and nearly 70% of AI image work runs through ComfyUI. Cochrane sees Qwen winning on merit and argues that is how open source should work.

AI Data Centers Are Taking All the CPUs Too

AI data centers are not just consuming GPUs and memory anymore – CPUs are now being strained too. Intel server CPU lead times have stretched from two weeks to six months. AMD typically occurs at 8 to 10 weeks. Server CPU demand is projected to jump 15% in 2026, but Intel’s output capacity is growing in single digits.

The shift from chatbots to autonomous AI agents is changing the hardware ratio, since agents require far more CPU power to coordinate tasks and call tools. TSMC is prioritizing more profitable AI chips over regular CPUs. Cochrane warns that consumers and businesses are effectively subsidizing the AI boom through higher prices and longer waits.

AMD Ryzen 9 9950X3D2: First Dual-Cache X3D CPU

AMD announced the Ryzen 9 9950X3D2, the first CPU with dual-cache X3D technology. It arrives April 22nd with 208MB of total cache and a 200W TDP – up from the current model. However, AMD is unusually honest, calling the gains “modest,” ranging from 5-13% depending on the workload. Notably, they have not released gaming benchmarks, which is conspicuous for an X3D chip. Cochrane owns a single X3D chip and sees no reason to upgrade.

ARM Launches “AGI” CPU

After 35 years of licensing chip designs to Apple, Qualcomm, Samsung, and NVIDIA, ARM has launched its first production silicon: a 136-core server chip co-developed with Meta as the lead customer. ARM’s stock jumped about 16% on the news. You can pack over 8,000 cores in a single air-cooled rack, or over 45,000 with liquid cooling. Volume shipments begin by the end of 2026.

Cochrane appreciates the move but calls the “AGI” branding marketing hype. The bigger story is ARM transitioning from blueprint designer to direct competitor against Intel, AMD, and NVIDIA in data centers – while still licensing to the companies it now competes against.

Apple Discontinues the Mac Pro

Apple removed the Mac Pro from its website and confirmed that no future model is planned. The $6,999 machine had not been updated since the 2023 M2 Ultra model. Apple is pointing professionals toward the Mac Studio with its M4 Ultra chip, with an M5 Ultra refresh expected later this year. They also discontinued the $700 wheels kit, $300 feet kit, and Pro Display XDR the same week. Cochrane says good riddance – the Mac Studio covers what 90% of users need.

Apple’s AI Pin: An AirTag-Sized Wearable

Reports suggest Apple is developing an AirTag-sized wearable AI pin with cameras, microphones, and wireless charging. It would clip to clothing or hang as a necklace, running as an iPhone accessory powered by an upgraded Siri with Google’s Gemini AI. A possible 2027 release is expected alongside iOS 27, though development is early and could be canceled.

Cochrane ties this to a broader shift: data collection moving from the application layer to physical devices. Apple employees internally refer to the device as “the eyes and ears of the iPhone.” He warns that always-on wearable cameras, combined with existing AI-powered surveillance poles, are pushing society deeper into mass data collection without meaningful consent.

Quantum Entanglement Speed Measured for the First Time

Scientists at TU Wien’s Institute of Theoretical Physics, led by Professor Joachim Burgdorfer, measured how fast quantum entanglement happens for the first time. The answer: about 232 attoseconds – a billionth of a billionth of a second. The research was published in Physical Review Letters in late 2024 and is now circulating widely.

Einstein called quantum entanglement “spooky action at a distance.” Turns out it is not instantaneous – just extraordinarily fast. This measurement technique opens the door to quantum cryptography and quantum computing. However, Cochrane clarifies: this does not mean faster-than-light communication. Entanglement links particles but does not transmit information through space.

Bronze Age Iron Artifacts Came From Outer Space

Geochemical analysis by French scientist Albert Jambon, originally published in the Journal of Archaeological Science in 2017, confirmed that virtually all Bronze Age iron artifacts were made from meteorites. The artifacts span Egypt, Turkey, Syria, and China, including beads dating to 3200 BCE and the famous dagger from King Tut’s tomb, dating to around 1350 BCE.

The story resurfaced after researchers published new findings this month on fragments of meteoritic iron weapons from China’s Sanxingdui sacrificial site. Bronze Age people lacked the technology to smelt iron ore, but meteoritic iron arrived in a metallic state, ready to be forged. Cochrane closes the episode, noting that ancient civilizations were working with extraterrestrial material before they could produce their own iron – resourcefulness that deserves respect.

Cochrane wraps up the show by thanking GoDaddy for over twenty years of partnership and reminding listeners to subscribe, sign up for the newsletter, and reach out via email.

The post Agentically Frying your Brain using AI #1861 appeared first on Geek News Central.

In this episode, Chris Cochrane dives into Apple’s $599 MacBook Neo – the cheapest Mac laptop ever made – and whether it spells trouble for Chromebook makers. He also covers Samsung’s CEO blaming AI for rising phone prices, Framework raising RAM prices for the third time in three months, Meta unveiling four custom AI chips, NVIDIA’s GTC 2026 conference preview, a billion-dollar bet against large language models, Microsoft’s game-changing Project Helix Xbox with native Steam support, Windows 11’s new Xbox Mode, and SpaceX gearing up for a critical Starship Flight 12 test.

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Apple MacBook Neo

The lead story covers Apple’s MacBook Neo. It launched at $599 and marks the cheapest Mac laptop ever made. The device runs on the A18 Pro chip from the iPhone 16 Pro. Cochrane notes a solid market for students, casual users, and anyone who needs a reliable home laptop. However, he advises photographers and videographers to invest in a MacBook Air or Pro instead. The real question remains whether this kills Chromebook sales in education.

Samsung CEO Blames AI for Price Hikes

Cochrane tackles Samsung’s Galaxy S26 price increases. CEO TM Roh blamed AI infrastructure demand for the hikes. Meanwhile, DDR4 DRAM prices surged sevenfold in a single year. Cochrane points out the irony. Samsung manufactures memory chips, shifted production toward AI data centers, and now cites that same shortage to justify higher consumer prices. He calls the situation “a little shady” but appreciates the transparency.

Framework RAM Prices Up Again

The RAM crisis extends beyond phones. Framework raised RAM prices for the third consecutive time in three months. Cochrane reinforces advice from a recent episode. He urges listeners to buy now before prices climb further. Analysts project peak prices by mid-2026. The shortage could last through late 2027.

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Meta Unveils Four Custom AI Chips

Cochrane reports on Meta’s four new MTIA chip generations. The company aims to reduce its dependence on NVIDIA by building custom silicon. The MTIA 300 is already in production. New generations will ship every six months through 2027. The chips are built on open-source RISC-V architecture and manufactured by TSMC.

NVIDIA GTC 2026 Preview

NVIDIA’s GTC conference starts Monday in San Jose. Jensen Huang promises “chips the world has never seen.” Rumored architectures include Rubin Ultra and Feynman. The keynote streams free at nvidia.com on Monday at 11am Pacific. Cochrane notes that while companies like Meta are building chips to escape NVIDIA, competition will eventually catch up.

Yann LeCun’s AMI Labs Raises $1.03 Billion

Former Meta AI chief Yann LeCun raised $1.03 billion for AMI Labs at a $3.5 billion valuation. It marks the largest European seed round in history for a company just four months old. LeCun is building “world models” that learn from physical reality rather than text. Backers include Jeff Bezos, NVIDIA, and Samsung. Cochrane notes both approaches to AI can coexist.

Microsoft Project Helix

Microsoft revealed Project Helix at GDC 2026. For the first time, an Xbox will natively support Steam and GOG. Cochrane sees it as both desperate and inevitable. The only reason to buy from the Xbox store would be exclusives. He notes this is a breath of fresh air after months of talk that the Xbox era was ending. Dev kits ship in 2027 with a consumer launch likely late 2027 or 2028.

Windows 11 Xbox Mode

Microsoft is rolling out Xbox Mode to all Windows 11 PCs in April. The full-screen controller-optimized interface works with Steam, Epic, and Battle.net. Cochrane sees it as the first half of Microsoft’s two-phase gaming strategy. Xbox Mode trains users now. Project Helix delivers dedicated hardware later. He asks whether Sony and Nintendo will follow in Xbox’s footsteps.

SpaceX Starship Flight 12

SpaceX announced stacking complete for the next Super Heavy booster at Starbase. Flight 12 targets April and debuts V3 hardware with Raptor 3 engines. Orbital refueling remains the critical unknown for NASA’s Artemis III moon landing. SpaceX has a track record of delivering eventually, just never on Elon’s original timeline.

 

The post Is the MacBook Neo a Chromebook Killer? #1860 appeared first on Geek News Central.