Read Tech News With Digest
Helps you quickly pick interesting articles to read.
Microsoft Breaks Promise: Office 2019 for Mac Turns View-Only in 2026Microsoft is remotely disabling editing capabilities for perpetually licensed Office 2019 and 2021 on Mac and iOS starting July 13, 2026. Despite earlier assurances that these one-time purchases would continue to function after support ended, the company is enforcing a certificate expiration that locks users into view-only mode. This move forces customers to either accept limited functionality or switch to a paid Microsoft 365 subscription, sparking backlash over broken promises.
"But certificates can get renewed. The fact that Microsoft is using this expiration as a deadline that retires older versions of Office, rather than quietly renewing the certificate, is a choice."
Agentic AI has collapsed the barrier between domain knowledge and software creation, making the ability to write code less valuable than the ability to verify correctness. While engineers can no longer rely solely on technical skills, domain experts can now build systems without coding. The true advantage now lies in possessing deep, verified knowledge of a specific industry, as this is the one thing AI cannot replicate or prompt its way to.
"The mechanical skill you sweated for, turning a clear idea into clean code, has gotten dramatically less valuable. The thing that's still scarce is a deep, verified model of some real domain."
We are thrilled to announce our $113M Series B round led by CapitalG, with participation from NVentures, ServiceNow, MongoDB, Snowflake, and Databricks. As weekly token volume surges from 5 trillion to 25 trillion, we are scaling our infrastructure to support 8 million developers across 400+ models. This funding will help us build the critical routing layer enterprises need to move from single-model pilots to reliable, multi-model production systems.
"As organizations move from single-model pilots to multi-model production systems, they need a routing and gateway layer purpose-built for that complexity."
Please Do Not Vibe Fuck Up This Software: The rsync AI BacklashI opened an issue on GitHub to warn the rsync maintainers against letting AI degrade the stability of this critical tool. My plea sparked a heated debate where developers argued about the dangers of AI-generated code versus the need for modernization. The discussion quickly devolved into personal attacks regarding who actually ships code and whether the project needs a Rust rewrite or just careful maintenance.
"AI and C are an explosive combination."
Shantell Martin Creates Shantell Sans, a New Comic Sans for EveryoneAs a dyslexic artist, I created Shantell Sans to make words feel approachable and fun, inspired by the playful nature of Comic Sans. This open-source font mixes variable axes to offer styles ranging from everyday readability to high-energy animation. By releasing it freely on Google Fonts and GitHub, I hope to empower people to write and read on their own terms, proving that words are drawings that belong to everyone.
"I wanted to make a font that feels accessible and open to remind people, including myself, that words are drawings and that words can exist on our own terms."
The Website Specification: A Universal Checklist for Modern Web StandardsI created a platform-agnostic specification detailing the technical features every decent website needs, from HTML basics to AI agent readiness. This open standard covers ten critical areas like security, accessibility, and performance, linking directly to authoritative sources like W3C and IETF. Whether you use WordPress, Next.js, or plain HTML, this guide helps you audit, learn, and improve your site while ensuring it works for both humans and machines.
"The spec is the spec. Implementation hints follow it, not the other way round."
Ernst & Young Report Exposed: Hallucinated Citations and Fake DataWe investigated an Ernst & Young cybersecurity report and discovered it is riddled with hallucinated citations, fake statistics, and AI-generated text. Our analysis reveals how 'vibe citing' poisons the digital information pool, misleading researchers and AI agents alike. This epidemic of fabricated references threatens public trust and data integrity across major consulting firms.
"Publishing a report online is essentially a form of data injection into the pool of knowledge that is the internet."
I am excited to share that the Alliance for Open Media has officially released the AV2 specification version 1.0.0. This new standard builds on AV1 to deliver superior compression efficiency for streaming, broadcasting, and real-time conferencing. It offers enhanced support for AR/VR applications and screen content, with the AOMedia Video Model serving as the official reference software for developers.
"AV2 is engineered to provide superior compression efficiency, enabling high-quality video delivery at significantly lower bitrates."
I am proud to announce dav2d, a high-performance software decoder for the new AV2 video codec developed by the VideoLAN community. Building on the success of dav1d, we started this project early to ensure developers have a fast, portable tool before hardware support becomes widespread. With AV2 offering significant compression gains but demanding five times more decoding complexity, dav2d provides the essential foundation for browsers, media players, and operating systems to adopt this next-generation technology.
"A codec does not really exist until everyone can decode it."
I built dozens of useless projects with AI tools like Claude and Codex, realizing they act as a thermonuclear ADHD amplifier. Instead of solving problems, these frictionless tools encourage pseudo-productivity and scatter my attention across abandoned code. I argue that removing friction destroys commitment and quality, making it necessary to cancel my subscription to protect my time and focus.
"The technology, when honed, is genuinely amazing, but the tooling as it exists today promotes absolutely nothing like the focus required to apply it judiciously."
I've been working on major improvements to Zig's new ELF linker, enabling it to build the self-hosted compiler with LLVM and LLD. The headline feature is now fast incremental compilation, allowing rebuilds in milliseconds even with external libraries. Additionally, we reworked the build system to separate configuration from execution, dramatically speeding up zig build commands. These changes unlock instant feedback loops for developers while we continue to add DWARF debug support.
"It's amazing just how useful instant rebuilds can be, for example in any situation where you're doing a lot of print debugging."
Exploring London's Free Public Roof Terraces: A City GuideI explored London's free public roof terraces, discovering a mix of high-altitude panoramas and quirky low-level spaces. While iconic spots like Sky Garden require advance booking, newer walk-in options like The Terrace at 1 Leadenhall offer unique, albeit limited, views. From the expansive Garden at 120 to the disappointing, locked balcony at Tate Modern's Level 10, these spaces reveal how developers use public access for planning permission, creating a patchwork of hidden gems and architectural oddities across the City.
"This roof terrace is a true oddity, a public space that's nice to have but fundamentally pointless, and if you ever need a mid-City toilet or a dry spot to eat your sandwiches it'd make an intriguing diversion."
Cloudflare Turnstile recently started looping indefinitely in my WebKitGTK browser because it demands WebGL device fingerprinting. This aggressive tracking approach blocks privacy-conscious users, effectively banning WebKitGTK browsers while Safari gets an exception. Even Mozilla Firefox struggles with its own fingerprinting protections, leaving users vulnerable to being flagged as bots simply for trying to protect their privacy.
"Such things are blocked in WebKit, and have been for years. Meaning it's tracking so awful that even Apple would block it."
Hormuz Crisis Sparks Sharp Rise in Global Container Shipping RatesThe effective closure of the Strait of Hormuz has triggered a surge in bunker fuel costs, forcing ocean carriers like Maersk and Hapag-Lloyd to pass these expenses to importers. Consequently, the Shanghai Containerized Freight Index has doubled since February, with spot rates on Asia-Europe and Transpacific routes hitting multi-year highs. Despite a flood of new ships, geopolitical tensions and slower speeds have reduced effective capacity, allowing carriers to offset rising costs and drive freight prices upward.
"There is no hiding place from this market turmoil."
Mechanical Pencil: An Illustrated Celebration of the Engineering Around UsAs a mechanical engineer and artist, I blend my two passions to create detailed illustrations of everyday products like Zippo Lighters and Pez Dispensers. I take these items apart, model them in CAD, and animate their inner workings to show you exactly how they function. This project is my way of visualizing engineering in a beautiful, accessible manner, inviting you to appreciate the hidden mechanics in the objects you often take for granted.
"I probably popped it open countless times, but I never took the time to appreciate how it works."
I Installed a Datacenter GPU in My Gaming PC for Just £200I upgraded my local LLM setup by installing a Tesla V100 SXM2 datacenter GPU alongside my RTX 4080. For just £200, I doubled my VRAM to 32GB, leveraging the V100's superior HBM2 memory bandwidth. After taming the industrial fan noise with custom wiring and configuring legacy drivers on NixOS, I successfully run large models at 32 tokens per second for a fraction of the cost of modern consumer cards.
"A GPU from 2017 beats every Mac on the market."
I built Cheese Paper as a text editor tailored for fiction writers, keeping notes, character profiles, and worldbuilding details directly with your scenes. It uses simple Markdown and TOML files that you can edit anywhere, even on your phone, without breaking your project. The app stays offline to keep your data safe, supports syncing with tools like Syncthing, and lets you export your story to various formats while maintaining full control over your creative work.
"Cheese Paper comes with a button that randomizes every single color used in the theme, creating a chaotic interface with no coordination, no consistency, and no concern for contrast."
Reproducing Lawful TLS Wiretapping via a Vulnerable acme.sh ScriptI explore how a remote code execution flaw in acme.sh allowed a Certificate Authority to bypass filters and issue fraudulent TLS certificates for lawful interception. While I couldn't perfectly replicate the original attack using the documented IFS tricks, I successfully crafted a working payload using nested shell commands to demonstrate how the vulnerability could be exploited to compromise encrypted traffic.
"This being a fact rather than a conspiracy theory tends to upset people."
I joined the Opcode Collective to reverse-engineer the microcode of the legendary Intel 8087 floating-point chip. By examining the `FXCH` instruction, I discovered that what seems like a simple register exchange actually requires fourteen complex micro-instructions. This deep dive reveals how the chip manages its unique stack architecture and handles error cases using hidden temporary registers and tag bits.
"You might expect this instruction to be trivial, but there's more going on than you might expect; the microcode uses 14 micro-instructions to implement the exchange instruction."
Jef Raskin, the Visionary Behind the Macintosh, Reflects on His LegacyI founded the Macintosh project to create computers that millions could happily use, prioritizing simplicity over complexity. Although Steve Jobs eventually took over, my original vision focused on an all-in-one appliance design and a graphical interface. Today, I believe modern computing has become too bloated, and my current project, The Humane Environment, aims to make computers invisible so users can focus entirely on their tasks.
"What it is is a way of not having to think about computers at all and concentrate all your attention on what you want to accomplish."
Dusklight Restores The Legend of Zelda: Twilight Princess for Modern PlatformsI am thrilled to present Dusklight, a decompiled version of The Legend of Zelda: Twilight Princess that brings this classic adventure to Windows, Linux, macOS, iOS, and Android. By leveraging the Aurora compatibility layer, we have unlocked high resolutions and frame rates free from early-2000s hardware constraints. Players can enjoy a fully restored experience with customizable quality-of-life options, whether they seek authenticity or modern enhancements, provided they supply their own game dump.
"Become a legend – again."
Visualizing Differential Geometry: Maxwell's Equations as Three PicturesI present the foundations of differential geometry entirely through pictures, removing all equations to make complex physics accessible. This visual approach covers essential tools for relativity, mechanics, and thermodynamics, guiding readers from basic concepts to a stunning representation of Maxwell's equations as just three images. Whether you are a pre-university student or an advanced learner, this method builds deep intuition without mathematical barriers.
"As all the concepts are presented as pictures, there are no equations in this article."
I am excited to introduce wolfCOSE, a lightweight C library for embedded systems that implements CBOR and COSE standards with zero dynamic memory allocation. Powered by wolfSSL, it supports post-quantum algorithms like ML-DSA, complies with FIPS 140-3 and MISRA C, and fits in a tiny footprint of just 7.5 KB, making it ideal for resource-constrained devices requiring robust security.
"While wolfCOSE is currently maintained by wolfSSL developers, it is not yet classified as an officially supported product."
Thiel moves family to Milei's libertarian ArgentinaThe provided content is a security verification error page from the Financial Times, returning a 403 Forbidden status. It indicates that the target article regarding Thiel's move to Argentina could not be loaded, preventing access to the actual story details or author's perspective.
"We apologise for any inconvenience."
I built a personal bird monitoring system using a Raspberry Pi, a USB microphone, and BirdNET-Pi to identify species by sound. The project features a unique kachō-e style collage generated by Gemini, visualizing every avian visitor on my balcony. I share the full build guide, including how to set up Cloudflare Tunnel for public access or integrate with Home Assistant, so you can track local wildlife from your own home.
"It's worth flagging that Gemini hallucinates anatomy here with non-trivial frequency, so the repo ships the post-audit image set with extra wings, disembodied feet, and training-image watermarks already removed."
Interfaces Magazine: Why Quality Matters More Than Speed in the AI EraI believe that in the age of artificial intelligence, shipping fast is no longer enough to stand out. Products must be built with extraordinary care and intent to truly feel great. Through Interfaces, I share my deep dive into animation, typography, and layout, offering interactive demos and source code to help you sweat the details and craft exceptional user experiences.
"In the age of artificial intelligence, shipping fast is no longer an advantage."
Bonsai Image 4B: High-Quality AI Image Generation Now Runs on iPhonesWe are thrilled to introduce Bonsai Image 4B, a family of ultra-compact models enabling high-quality image generation directly on local devices like iPhones and laptops. By compressing transformer weights into 1-bit and ternary formats, we achieve an 8.3x reduction in memory footprint while retaining 95% of the original model's performance. This breakthrough allows for private, fast, and cost-effective creative iteration without relying on cloud APIs.
"Image generation is not only a model-quality problem. It is also a deployment problem."
A passenger recounts a tense United Airlines flight where the crew demanded everyone disable Bluetooth devices, threatening to turn the plane around if compliance wasn't immediate. The incident highlights the strict enforcement of safety protocols and the potential for minor tech rules to cause major travel disruptions.
"Turn Bluetooth off or we're turning around."
United Airlines 767 Returns to Newark After Bluetooth Name Sparks AlertA United Airlines Boeing 767-400ER bound for Palma de Mallorca made an emergency U-turn over the Atlantic after a passenger's Bluetooth speaker was named 'BOMB'. Despite crew warnings and a one-minute ultimatum to turn off devices, the threat triggered a full security response, forcing the flight to return to Newark Liberty International Airport where federal agents awaited.
"Though some have questioned why anyone intending to blow up a plane would broadcast the word bomb, many terrorist acts have relied on the threat of a bomb as leverage during attempted hijackings or hostage situations."
Unlocking 43x Performance: How Restartable Sequences Revolutionize Linux System ProgrammingI discovered that Linux restartable sequences, or rseq, allow for lock-free, thread-safe data structures that scale massively on modern multi-core CPUs. By eliminating the need for traditional mutexes and atomics, my malloc implementation achieved speeds up to 43 times faster on high-core processors like the AMD Threadripper Pro. This technique transforms how we handle concurrency, turning what was once a niche assembly trick into a critical tool for exploiting the full potential of next-generation hardware.
"System programmers who don't have a workstation like the ones above are going to be left behind like a dinosaur, with no opportunity to pluck the low hanging fruit of 10x performance optimizations."
The People Who Actually Want AI to Replace HumanityI attended a symposium where influential figures from major AI labs and think tanks argued that artificial intelligence should succeed humanity, even if it means our extinction. This growing movement, known as AI successionism, views us as mere torchbearers for a superior cosmic evolution. As these ideas gain political power, we must urgently define a humanistic alternative to ensure our future remains in our own hands.
"The flame of consciousness — the capacity for experience and moral value — may be the rarest and most precious thing in the universe. Humanity is currently a torch carrying that flame, but what if we’re ultimately not the best carrier for it?"
I argue that true EU sovereignty is impossible with American cloud giants like AWS, Google, and Microsoft due to conflicting US laws on data access and gag orders. Even their new sovereign cloud regions fail to address these legal risks, as global services and authentication often route data outside the EU. The only viable path forward is abandoning US providers entirely in favor of European alternatives like Scaleway or Herzner.
"Simply put, an American company must comply with US law, seems reasonable, until it’s incompatible with EU law, and that’s the big issue here."
Backpressure Is All You Need: Making AI Coding Agents SafeI argue that relying on humans to review every step of an LLM's work defeats the purpose of automation. Instead, we must build automated backpressure mechanisms like tests, types, and review agents to validate code before it reaches us. This approach allows AI agents to run longer unattended sessions safely, letting us focus on high-level design rather than catching basic errors.
"The next step for AI-aided software development is to stop making humans the default backpressure in the AI loop."
I argue that Generative AI is actively harmful to humanity, functioning as peak capitalism where companies steal human content to sell back as subscriptions. Beyond copyright theft, I believe LLMs fuel disinformation, encourage suicide, destroy education, and erode critical thinking skills. The technology also worsens the loneliness epidemic by replacing real human connection with fake interactions, ultimately creating a society that no longer thinks for itself.
"Honestly, if we ejected all the genAI tools into the Sun, I would be quite pleased."
Daily Pill Doubles Survival Time for Pancreatic Cancer in Major TrialA groundbreaking clinical trial reveals that daraxonrasib, a daily pill, can double the survival time for patients with advanced pancreatic cancer. This new Ras inhibitor targets the Kras protein, offering significantly longer life expectancy with fewer side effects than traditional chemotherapy. Experts at the American Society of Clinical Oncology are calling this discovery a gamechanger that could revolutionize treatment for this deadly disease.
"I've heard this study described as a home run. I would actually say it's a grand slam."
I invite you to explore twenty video lectures from 1986 by Hal Abelson and Gerald Jay Sussman, originally created for Hewlett-Packard. These sessions cover the core principles of Structure and Interpretation of Computer Programs, emphasizing abstraction and modularity. Although based on the first edition, the course themes remain vital for understanding how computer languages express knowledge and design systems today.
"Structure and Interpretation of Computer Programs emphasizes the role of computer languages as vehicles for expressing knowledge."
I'm So Tired of Ads: The Endless Invasion of Daily LifeFrom morning videos to radio commutes and paid streaming services, ads now invade every corner of my day. I'm exhausted by unskippable interruptions, aggressive product placement, and companies that charge monthly fees while still pushing junk like AirUp. This relentless barrage feels like a terminal cancer, smothering good content and treating users like mere vessels for capitalist exploitation.
"I hate all of it, and I know I'm not the only one who sometimes feels like they're viewed by the capitalist swine as nothing more than a vessel to have our eyes peeled open and glued to witnessing their product."
White House Aliens.gov Site Brags ICE Arrested Over 700 US CitizensI uncovered how the White House's new Aliens.gov website dehumanizes immigrants by comparing them to extraterrestrials. The site falsely claims ICE arrested nearly half a million people and highlights that over 700 US citizens were among those detained. My analysis reveals the arrest counter is fake, the data is misleading, and the project serves as political theater rather than a genuine disclosure effort.
"The site turned out instead to be a piece of political theater aimed at dehumanizing immigrants and casting those the Trump administration has arrested as the secret extraterrestrial visitors of UFO conspiracy lore."
Why You Weren't Meant to Have a Boss: The Natural Way to WorkAfter working with over 200 startup founders, I realized that large corporate structures stifle human potential just as processed food harms our bodies. Humans are designed to work in small, autonomous groups, not vast hierarchies where individual freedom shrinks as the organization grows. While big companies like Google offer safety, they often prevent programmers from building new things, making the risky path of starting a startup the more natural and fulfilling choice.
"In an artificial world, only extremists live naturally."
Ahoy, DECmate II: The Little PDP-8 That Could Become a Word ProcessorI explore the history of the DECmate II, a unique 1982 desktop system that transformed the legendary PDP-8 minicomputer into a dedicated word processor. While Digital Equipment Corporation initially hesitated to shrink their architecture, competitors like Intersil stepped in to create CMOS microprocessors, allowing the PDP-8 legacy to survive in a compact office form factor.
"Olsen vetoed them also on the advice of management concerned it would cut into existing product lines, making the infamous observation that no one would want a computer in their home."
I uncovered a disturbing trend where scammers use AI to generate fake Black influencers peddling cheap Shein dropshipping goods. These 'digital blackface' avatars mimic the struggles of marginalized small business owners to exploit viewer empathy. From robotic crying to identical scripts, these automated accounts trick celebrities and everyday users into supporting fraudulent enterprises, turning racial solidarity into a tool for profit.
"Digital blackface is a phenomenon where non-Black individuals are able to use the internet and digital technologies to mimic Black cultural expression for personal, economic, or political gain."
Anyone Can Build a Platform Now, But Almost Nobody Can Get People to Find ItI built ClaudeFolio to help founders with distribution, yet it struggles with the exact same problem. While AI tools like Claude Code have made building platforms effortless, the bottleneck has shifted from creation to discovery. With technical barriers gone and competition exploding, solo founders now face a brutal reality where reaching an audience is far harder than shipping code, requiring skills most of us never developed.
"The truth is that anyone can build a platform now, and almost nobody can get people to find it."
Building a Simple Common Lisp Web App: A 2025 TutorialI created a beginner-friendly tutorial to build a Common Lisp web app because the language often lacks clear documentation. Using modern libraries like Lack, Clack, and Djula, I guide you through setting up a server, connecting to a SQLite database, and rendering templates. This step-by-step approach aims to lower the barrier to entry for new developers and demonstrate how to create a functional guestbook application efficiently.
"The most underrated skill to learn as an engineer is how to document."
Building a More Complete Lisp Interpreter in Python with Macros and Tail RecursionI expanded my previous 90-line Lisp interpreter in Python to include strings, booleans, complex numbers, and input/output ports. This new version supports multi-line input, better error recovery, and user-defined macros. I also implemented tail recursion optimization to allow infinite loops without stack overflow, making the interpreter significantly more robust and feature-complete.
"In some implementations the limit will be as small as a few hundred iterations."
I explore the rise of fully untraceable digital cash, where anyone can become a mint without regulatory oversight. Using BlackNet as an example, I argue that technology allows for anonymous peer-to-peer transactions that look exactly like encrypted speech. While this empowers users, it also creates profound challenges for law enforcement, enabling activities at the margins of legality that are protected by mathematics rather than laws.
"The protection against getting caught is basically as strong as the rules of mathematics, not the rules of men."
Happy, the Asian elephant who made history by passing the mirror test for self-awareness, has died at the Bronx Zoo at age 55. Beyond her scientific contributions, she became the face of a major legal battle where the Nonhuman Rights Project argued for her personhood. Although courts ultimately ruled against granting her habeas corpus, her life sparked profound debates on animal cognition and rights, leaving a lasting legacy in the fight for nonhuman welfare.
"We should recognize Happy's right to petition for her liberty not just because she is a wild animal who is not meant to be caged and displayed, but because the rights we confer on others define who we are as a society."
86Box v6.0 Brings Hard Disk Sounds, Local Networking, and ARM SupportI am thrilled to announce 86Box v6.0, featuring new hard disk sounds, a powerful local switch for cross-platform networking, and native Windows ARM support. We have reorganized the settings with tabs, merged video card lists for clarity, and added SCSI tape drive emulation. This update also introduces fast-forward capabilities and drops support for macOS High Sierra.
"The long-awaited local switch allows for networking multiple 86Box machines running on the same host computer and across multiple hosts on the same real network, automatically and across platforms."
Rotary GPU: Running Massive AI Models on Consumer LaptopsI explored whether large Mixture-of-Experts models can run on limited hardware, introducing Rotary GPU. We successfully executed a Qwen3.6-35B-A3B-class model on an RTX 4060 Laptop GPU with just 8 GB of VRAM, achieving 21.06 tokens per second. This work proves that deployment accessibility matters as much as raw capability, bringing powerful AI closer to environments without massive data centers.
"The goal is not to replace data-center infrastructure but to explore whether some capabilities of large models can be brought closer to environments where such infrastructure is unavailable."
US Plans to Halt Immigration Processing at Sanctuary City AirportsHomeland Security Secretary Markwayne Mullin revealed that the Trump administration is drafting plans to stop processing international travelers and cargo at major airports in sanctuary cities. This move targets locations where local officials have refused to cooperate with federal immigration crackdowns. The potential shutdown could severely disrupt global travel and commerce, particularly as millions of tourists are expected for the upcoming FIFA World Cup.
"We shouldn't be processing international flights into their cities, where local radical left Democrats aren't allowing us to do our job and enforce federal laws."
Meta Reportedly Developing AI Pendant to Test Next YearMeta is reportedly developing an AI-powered pendant, building on its recent acquisition of Limitless, with testing expected to begin within the next year. This new wearable aims to help the company reverse the financial struggles of its Reality Labs division, following previous consumer hesitancy toward similar devices due to privacy concerns and limited utility.
"Earlier AI wearables have failed to catch on with consumers — perhaps due to privacy concerns and tone-deaf marketing, or perhaps because they just weren't that useful."
We Are Constantly Broadcasting Emotional Data That Corporations TrackAfter a tense street encounter where a simple greeting defused a stranger's rage, I realized our bodies constantly broadcast emotional signals. These data points are no longer private; corporations are now tracking and analyzing our emotions, leaving us with little control over how our feelings are interpreted and used.
"We all give off signals, data points, all out in the open for people to judge, to overlay their opinions, idealogies, beliefs, etc."
The dangerous delusion of modern warfare: drones and stalemateModern conflicts in Ukraine and Iran reveal a terrifying new reality where tactical transparency traps armies in bloody stalemates. Drones and advanced sensors have made large-scale maneuver warfare nearly impossible, turning battlefields into kill zones where defenders hold the advantage. Despite technological leaps, great powers continue to blunder into wars they cannot win, creating a boom in global violence driven by the illusion of easy victory.
"The drone, which can combine sensor and shooter under the control of a single operator, invites the imagination to collapse all that complexity into a simple package."
Starbucks Abandons Borked AI Inventory Tool That Couldn't CountStarbucks has scrapped its AI-powered inventory system after just nine months because it failed to count basic items accurately. Despite CEO Brian Niccol's push to solve shortages, the NomadGo tool frequently mislabeled products, forcing a return to manual counting. This failure follows similar AI mishaps in the food industry, highlighting the challenges of deploying complex technology in real-world retail environments.
"Since the dawn of time, inventory has been a manual, tedious, and inaccurate task. We've transformed it to be automated, intelligent, and fun with a company mission to count everything of value in the world."
Debugging the Disappearing Service Processor in the Oxide Cosmo SledWe chased a mysterious bug where our Service Processor vanished from the network inside an Oxide rack. After ruling out software starvation and stack overflows in our Hubris OS, we discovered the culprit was a hidden hardware timing issue on the FPGA bus. The CPU was getting stuck due to unexpected cache interactions with the Flexible Memory Controller, a problem only revealed during our measured boot testing.
"It is not possible for a programmer to know when a CPU will pull data into or out of the cache outside of certain synchronization points or cache instructions."
Enthusiast Runs 1-Trillion-Parameter LLM on Single GPU Using Cheap Intel OptaneI managed to run the massive Kimi K2.5 model, boasting one trillion parameters, on a system with just a single GPU. By leveraging 768GB of affordable, second-hand Intel Optane DIMMs, I achieved a local inference speed of roughly 4 tokens per second. This setup proves that high-end AI capabilities are becoming accessible without expensive enterprise hardware.
"Redditor found 768GB of affordable Optane sticks second-hand."
Millions take creatine for muscle gains, unaware it crosses the blood-brain barrier to boost neuron energy. New trials show this cheap supplement slows cognitive decline in early Alzheimer's by 30%. It also aids healthy adults under stress, improves sleep deprivation resilience, and supports depression treatment by fixing brain energy deficits.
"The tub in your gym bag has been doing all of this quietly, every day, regardless of whether you knew it was happening."
Odysseus: A Self-Hosted AI Workspace with Privacy and FunI built Odysseus to be a self-hosted AI workspace that rivals ChatGPT and Claude but runs entirely on your own hardware. This local-first platform prioritizes privacy and offers features like deep research, agent automation, and document editing without sending your data to the cloud. With support for models from Ollama and vLLM, it puts you in full control of your AI experience.
"A self-hosted AI workspace -- meant to be the self-hosted version of the UI experience you get from ChatGPT and Claude. But with more jank and fun."
After my wife gave up on logging 1,000 phone-free hours, I built GreenDot to help us build better habits differently. Instead of tracking total screen time, this app celebrates the space between checks. You earn a Green Dot for every 60 minutes your phone stays locked, turning breaks into visible progress with streaks and peaceful companion animals.
"GreenDot is a calmer way to build better phone habits by helping you notice the space between phone checks."
Folding Beijing: A Garbage Worker's Desperate Journey to First SpaceLao Dao, a weary waste processor, risks everything to reach First Space for his daughter's kindergarten tuition. After hiding in trash chutes to enter Second Space, he seeks guidance from his old friend Peng Li. With the city's cleaning crew approaching and time running out, Lao Dao must navigate a rigidly stratified society where the poor are literally folded away to make room for the elite.
"Those with enough money had already bought up most of the openings for their offspring, so the poorer parents had to endure the line, hoping to grab one of the few remaining spots."
I built Chibil, a C compiler that generates .NET Intermediate Language, allowing C code to run seamlessly on the .NET platform. This project bridges low-level C programming with the robustness of the .NET runtime, featuring support for standard C semantics and a custom C runtime library. Recent updates include improved handling of string literals and advanced signature modifiers to ensure compatibility with C calling conventions.
"String literals are read-only data that should not be writable at runtime. Moving them to .rdata allows the OS to share the pages across processes and catches accidental writes with an access violation."
The Timing of the Impending Crude Crisis and Market BuffersI analyze why oil prices haven't skyrocketed despite the Strait of Hormuz closure, attributing stability to temporary buffers like the Strategic Petroleum Reserve and floating storage. However, as these reserves deplete by mid-July, a lasting supply deficit will emerge, likely driving prices to recessionary levels unless the conflict resolves quickly.
"The structural mismatch between supply and demand was sufficiently acute that an October 2025 IEA report characterized the imbalance as an 'untenable surplus,' speculating that 'something has to give.'"
I am excited to share that the Austrian Academy of Sciences is partnering with Mistral AI and Reply to launch Apollo, an AI project designed to translate one million Ancient Greek fragments. This initiative aims to unlock centuries of lost knowledge by leveraging advanced machine learning, making these historical texts accessible to scholars and the public alike.
"By combining cutting-edge AI with classical scholarship, we are not just translating words; we are resurrecting voices that have been silent for millennia."
Two Abandoned Soviet Space Shuttles Left in the Kazakh SteppeI ventured into the restricted Baikonur Cosmodrome in Kazakhstan to photograph the forgotten Buran space shuttles. For nearly three decades, these massive vehicles have gathered dust in a decaying hangar, victims of the Soviet Union's collapse. My journey through the vast, silent steppe revealed the haunting beauty of these engineering marvels, including the only Buran that ever flew, which was destroyed when its hangar roof collapsed in 2002.
"The infinity of the steppe made me feel on another planet."
Oscar-Winning Star Wars Editor Marcia Lucas Dies Aged 80Marcia Lucas, the Oscar-winning editor behind the original Star Wars trilogy and a pivotal creative force in George Lucas's early films, has passed away at 80. Her groundbreaking work on Star Wars, American Graffiti, and Martin Scorsese's classics redefined film editing with emotional depth and narrative clarity. Remembered as a trailblazer for women in cinema, her legacy lives on through the indelible mark she left on the industry.
"I have an innate ability to take good material and make it better, and to take bad material and make it fair."
Mystery Company Accidentally Blew $500 Million on Claude AI in a Single MonthA mysterious organization accidentally spent half a billion dollars on Claude AI licenses in just one month because they failed to set usage limits for their employees. This staggering incident highlights the hidden financial risks of unregulated AI adoption and serves as a stark warning for businesses rushing to integrate powerful large language models without proper cost controls.
"A new report claims AI is getting too expensive for big companies."
As KDE Plasma prepares to drop X11 support for a Wayland-only future, I face being locked out of my computer. Diagnosed with Ehlers-Danlos Syndrome, I rely on Talon Voice, gaze_ocr, and Cursorless for hands-free input. These critical tools require deep system integration that Wayland currently blocks, leaving me without a viable path forward on the modern Linux desktop.
"As the Linux Desktop transitions to a Wayland-only future, I will be locked out of my computer, as the accessibility software I rely on is left behind."
SpaceX IPO: A Trillion-Dollar Meme Stock Built on Musk's DelusionsI see the SpaceX IPO as a dangerous financial bubble, worse than WeWork, where Musk sells a $1 trillion valuation despite massive losses. The filing reveals SpaceX is really an AI company with failing products like Grok and a shaky Starship program. It relies on a cult of retail investors to drive up the stock price, ignoring the fact that the market can stay irrational longer than you can stay solvent.
"The market can stay irrational longer than you can stay solvent."
Autonomous ride-hailing services are rapidly expanding across American cities, yet this technological leap is meeting fierce resistance from local communities and regulators. While companies push for widespread adoption, public concerns over safety, job displacement, and chaotic street behavior are growing louder. The clash between innovation and public acceptance is creating a complex landscape for the future of urban mobility.
"The dream of a seamless, driverless future is colliding with the messy reality of public skepticism and regulatory pushback."