ARC-AGI-3 is the first interactive reasoning benchmark for AI agents. Instead of static puzzles, agents must explore novel environments, acquire goals on the fly, and learn continuously. A 100% score means AI can beat every game as efficiently as humans. The benchmark measures skill-acquisition efficiency over time, long-horizon planning with sparse feedback, and experience-driven adaptation.

Astrophotographer Rod Prazeres had his deep space images licensed for the end credits of Project Hail Mary. He delivered 'starless versions' so credit typography wouldn't compete with bright stars. The article details his journey from amateur hobby to Hollywood credits, proving patience and quality work can pay off unexpectedly.

A widely-cited business school paper contains demonstrably false claims. Despite being identified, there are no corrections published and no consequences for the authors. Andrew Gelman documents this as another example of academic publishing's broken incentive structure.

Analysis shows 90% of commits linked to Claude Code end up in repositories with fewer than 2 stars. The data tracks Claude Code's contribution patterns across GitHub since launch.

A comprehensive explainer on model quantization by samwho. Quantization converts model weights from floats to small integers, reducing memory requirements dramatically. A 54GB FP16 model becomes 16GB at Q4, runnable on consumer GPUs. Values are dequantized on-the-fly during inference with minimal quality loss.

SCOTUS ruled 7-2 that Cox Communications isn't liable for users' copyright infringement just because it kept providing internet to known pirates. The court rejected Sony's billion-dollar verdict, holding that merely knowing a service will be used to infringe isn't enough - you need to actively induce infringement or tailor your service for it. Justice Thomas cited the Betamax case: your VCR maker isn't liable just because some people pirate movies.

Security researcher wanted to participate in Tesla's bug bounty, so he pieced together a working Model 3 computer from salvaged crash parts for ~$500. He bought the MCU ($200-300), screen ($175), power supply, and a monstrous $80 dashboard wiring harness after discovering the proprietary Rosenberger display cable doesn't exist as a standalone part. Along the way he fried a chip by shorting wires, had to order a replacement board, and found a local shop to replace the burned component. Now it boots Tesla's OS, exposes SSH and a REST API on the internal network.

The EU's Chat Control proposal would legalize scanning of ALL private digital communications including encrypted messages and photos. 23 member states support it, only 4 oppose (Czech Republic, Italy, Netherlands, Poland). Parliament voted to replace blanket surveillance with targeted monitoring on March 11, but the Council refused to compromise. MEPs are voting to extend the temporary regulation in effect since 2021.

A developer filed a network privacy bug (FB12088655) in March 2023 and heard absolutely nothing for three years. Then Apple randomly asked him to verify it still exists on macOS 26.4 beta 4, threatening to close the report if he didn't respond within two weeks. He reached out to Little Snitch devs who confirmed the bug wasn't fixed. Apple apparently sent him on a wild goose chase demanding verification of a bug they did nothing to fix.

Military historian Bret Devereaux provides a damning strategic analysis of the US war in Iran. The administration gambled that airstrikes could cause regime collapse - a bet that already failed when they simply replaced Khamenei with Khamenei Jr. Iran is huge (3.5x larger than Iraq, twice the population), making ground invasion impossible. Now both sides are trapped: Iran closed the Strait of Hormuz (25% of world oil, 20% of LNG) and neither can back down without political suicide. Iran now runs a checkpoint system letting only ~20 ships through per day vs the normal 120.

Research blog post on TurboQuant, a new approach to extreme quantization for AI models focusing on KV cache compression. The technique uses geometric rotation prior to quantization to manage high-dimensional geometry and enable proper bias correction. ［from title + comments, article unreachable］

Data centers are shifting from AC to high-voltage DC power (up to 800V) to eliminate multiple conversion stages and boost efficiency. The move reduces the number of AC-DC-AC conversions that waste energy, with DC power options having existed for decades but now gaining momentum. ［from title + comments, article blocked］

Developer forked the httpx Python library to create httpxyz due to maintenance issues with the original project. The fork aims to address long-standing bugs and provide more active maintenance. ［from title + comments, article unreachable］

A New Mexico court found Meta liable for $375M for misleading users about child safety on Instagram, Facebook and WhatsApp. The ruling addresses Meta's failures to protect minors from harmful content while claiming to prioritize their safety. ［from title + comments, article unreachable］

Yorhel, founder and long-time maintainer of VNDB (Visual Novel Database), has passed away. He was also the creator of ncdu and other open source projects. VNDB is a critical resource for visual novel enthusiasts, cataloging thousands of games with setup guides for obscure DOS/V and SharpX68000 titles.

Critical supply chain attack on LiteLLM versions 1.82.7 and 1.82.8 on PyPI. A malicious litellm_init.pth file was injected, acting as a credential stealer that triggered forkbomb-like behavior. The attack vector was traced to a compromised Trivy instance in their CI/CD pipeline. Docker users were unaffected due to pinned versions.

Email.md converts Markdown to responsive, email-client-safe HTML. Write simple markdown with frontmatter for themes and preheaders, use custom directives for headers/footers/callouts, and it outputs battle-tested HTML that won't explode in Outlook. Built on MJML under the hood.

VitruvianOS is a Linux distro that aims to resurrect BeOS aesthetics and workflows. It includes Nexus, a custom kernel subsystem bringing BeOS-style node monitoring and messaging to Linux, enabling native Haiku application support. Ships with real-time kernel patches and XFS/SquashFS boot support.

UK government is running a pilot with 300 teenagers split into 4 groups: total social media ban, 9pm-7am digital curfew, 60-minute daily cap, and a control group. This runs alongside a consultation on potentially following Australia's under-16 social media ban. A separate academic study with 4,000 Bradford students will assess wellbeing impacts.

Running your own authoritative DNS server isn't that hard. PowerDNS can use PostgreSQL as a backend, so adding DNS records is just an INSERT statement. Point a subdomain's NS record to your server while keeping important domains with your registrar for redundancy. No more logging into Namecheap to add CNAMEs.

Steve Heffernan reclaimed Video.js after private equity bought his old company and fired the maintainers. He teamed up with creators of Plyr, Vidstack, and Media Chrome to rebuild it from scratch. The v10 beta is 88% smaller than v8, with a new streaming engine (SPF) that makes adaptive HLS streaming only 12% the size of HLS.js-light. First-class React and TypeScript support, web components, and composable features mean you only bundle what you use.

A white-collar consultant wanted to build vertical SaaS for pest control, so he actually got hired as a technician. He passed his licensing exam in 13 days (company record) by building a training GPT. Discovered the industry runs on heavily modified Salesforce that nobody can rip out, 10+ apps nobody uses, and monitoring systems techs have workarounds for. Closed $30k ARR in 21 days as a sales rep before quitting to start his own pest control company.

Flighty launched a real-time airport status dashboard showing delays, cancellations, and disruptions across major airports worldwide. It's a 'meltdown map' that displays departure/arrival delays in hours and percentages, with TV mode for airport lounges. The UI is beautiful and shows exactly which airports are having a bad day right now.

A New Mexico jury ordered Meta to pay $375 million for failing to protect children from sexual exploitation on its platforms. This is one of the first times a court found the platform itself can be held liable, overruling industry claims that they just host content and aren't responsible for it. Meta will appeal and drag things out for years.

After 99 years, CBS News Radio is shutting down at the end of May. The network that launched Edward R. Murrow's career, broadcast from London during the Blitz, and became synonymous with its five-tone chime breaking news sound is signing off. Paramount Skydance (CBS's parent) announced the closure. NBC already licensed its news radio to iHeartMedia in 2016. The rise of podcasts and expansion of print outlets into audio killed traditional radio.

OpenAI is shutting down Sora, its AI video generation app. The product faced competition from cheaper Chinese alternatives like Kling and Veo, and apparently nobody wanted to pay OpenAI prices for AI slop.

Wine 11 introduces ntsync, a new kernel-level Windows synchronization primitive. Benchmarks show dramatic gains: Dirt 3 went from 110 to 860 FPS, Resident Evil 2 from 26 to 77 FPS. However, most gains are vs vanilla Wine - fsync users already had similar performance.

Apple launches Apple Business, a free all-in-one platform combining MDM, business email/calendar with custom domains, and Maps advertising. Available April 14 in 200+ countries. Replaces Apple Business Essentials, Manager, and Connect.

Arm announces its first-ever own silicon product: the AGI CPU (Agentic AI Infrastructure, not Artificial General Intelligence). Built on Neoverse V3, it's designed for 'agentic AI' workloads with 136-core chips. Partners include Meta, OpenAI, Cerebras. Claims 2x performance per rack vs x86.

The Weapon-Target Assignment problem is NP-complete, but that's not why missile defense is hard. With a 56% single-shot kill probability and 4 interceptors per warhead for 96% coverage, the US's 44 ground-based interceptors protect against at most 11 ICBMs. Decoys, tracking failures, and adversarial tactics make it worse.

LiteLLM, a popular Python package for unified LLM API access, got hit by a supply-chain attack traced to a compromised Trivy dependency in their CI/CD pipeline. The TeamPCP threat actor has been busy the past few weeks. Docker proxy users were reportedly unaffected since they pin versions.

［from title + comments, article unreachable］ Pilots reportedly raised safety concerns about LaGuardia operations months before a deadly runway crash. The discussion reveals a single controller was handling both ground and air control simultaneously due to staffing shortages. Controllers are forced to work 60+ hour weeks with mandatory overtime at 41% of facilities.

［from title + comments, article unreachable］ Chris Down argues that zswap should be preferred over zram if you have a swap device. The key insight: running zram alongside other swap creates LRU inversion problems where zram becomes dead weight in memory. Zram works best standalone or with userspace pressure daemons.

［from title + comments, article unreachable］ A hacker created a minimal Linux distro specifically designed to let you curl a disk image directly to /dev/sda while the OS is still running. The trick involves carefully unmounting the root filesystem while keeping the kernel and essential processes alive in memory.

［from title + comments, article unreachable］ Answer.AI questions why, despite all the hype, we haven't seen an explosion of novel AI applications. The article apparently examines top PyPI packages for AI usage trends. Meanwhile iOS app submissions jumped 24% in 2025, the first meaningful increase since 2016.

Microsoft spent 4 years stuffing Windows 11 with ads, forced Copilot integrations, and bloatware. Now they announced a 7-point plan to 'fix' it. The author compares it to an abusive relationship: they beat you, then show up with flowers. The worst offenses (forced Microsoft accounts, telemetry that lies about being disabled, OneDrive auto-syncing your files) aren't even in the repair plan. The 'fix' targets visible UI annoyances while keeping the data harvesting infrastructure intact.

Opera celebrates its 30th anniversary with an interactive web experience letting you explore artifacts from 1995 to 2025. The site includes music, sound effects, and voiceovers as you journey through 30 years of web history. There's even a contest to submit your memory and win a trip.

lnav is an advanced log file viewer for the terminal that auto-detects file formats, decompresses files on the fly, and lets you merge, tail, search, filter and query logs. First commit was September 2009. It outperforms standard terminal tools on large files and has a SQLite interface for complex queries. No server or setup required.

The 2016 blog post that introduced ripgrep, a Rust-based search tool that combines the usability of The Silver Searcher with the performance of GNU grep. Through 25 benchmarks, burntsushi proved ripgrep was the fastest while having proper Unicode support. The post dives deep into regex engines, file traversal, and why memory maps don't always help. It's been 10 years and ripgrep remains the standard.

Fowler explains why his 'First Law of Distributed Objects' (don't distribute your objects) doesn't contradict microservices. Distributed objects tried to make remote/local calls transparent, which fails because remote calls are slower and can fail. Microservices use coarse-grained APIs designed for remote communication from the start. But Fowler warns: distribution is a complexity booster, and pushing complexity into interconnections makes it harder to debug. His default is still to prefer monoliths.

GPT-5.4 Pro solved an open Ramsey-style hypergraph problem that mathematicians estimated would take an expert 1-3 months. The solution improves lower bounds on a sequence related to infinite series convergence. Other models (Opus 4.6 max, Gemini 3.1 Pro) later solved it too using the same scaffold.

After the landlord neglected to renew the intercom's cellular service, friends hacked the gate system. They found the unlocked voice box, discovered the solenoid control wire in a junction box, and wired an ESP32 relay board running Matter/Rust firmware directly to the gate lock. Now it shows up in Apple Home.

Someone wrote a kernel driver (tdfx.o) for IRIX to support 3dfx Voodoo1 and Voodoo2 cards, plus ported Glide2x. It runs on an SGI O2 with an 802MHz RM7000, shows up in hinv as 'Graphics board: 3dfx Voodoo', and successfully runs Glide test programs at 640x480.

The new customizable <select> feature in Chromium lets you opt into full CSS styling with 'appearance: base-select'. The author demonstrates building a curved stack of folder icons and a fanned deck of cards as selects, using sibling-index() to calculate rotations and @starting-style for entry animations.

TechEmpower is shutting down their Framework Benchmarks after 13+ years and 20+ rounds. Started in 2013, it covered hundreds of frameworks across dozens of languages. The repo is now archived, but results and history remain accessible. They thank the community for thousands of PRs and the spirited debates.

GPT-5.4 Pro solved an open Ramsey-theory problem on hypergraphs that mathematicians estimated would take an expert 1-3 months. The AI improved known lower bounds by finding a more efficient construction. Multiple other frontier models (Opus 4.6, Gemini 3.1 Pro) also solved it once tested.

Mozilla built Cq (colloquy), a system for AI agents to share 'knowledge units' about gotchas they encounter. Agents query the commons before tackling unfamiliar work and propose discoveries back. It's Stack Overflow rebuilt for bots because LLMs consumed the original and now need their own.

Dune3d is an open-source parametric 3D CAD application built on similar constraint-solving foundations as SolveSpace. It supports assemblies, references between documents, and standard CAD features. Written in C++ with GTK4, it's designed for mechanical design work.

［from title + comments, article unreachable］ Researchers linked battle damage on Pompeii's walls to the polybolos, a 3rd century BC Greek repeating ballista that could fire bolts in rapid succession using a chain-drive and gravity-fed system. It's been called the 'machine gun of antiquity.'

Ju ci (锔瓷) is the ancient Chinese craft of repairing broken porcelain using metal staples, dating back to the Song dynasty (960-1279). Artisans drill into fragile porcelain and embed handcrafted copper, iron, or precious metal staples. Like Japanese kintsugi, it celebrates imperfection as beauty.

Attackers force-pushed 75 of 76 version tags in Trivy's GitHub Action repo, injecting infostealers that dump runner process memory, harvest SSH keys, and exfiltrate cloud credentials. Over 10,000 workflows reference this action. The payload encrypts stolen data with AES-256-CBC and exfiltrates to attacker servers. GitHub's 'Immutable' release badge is meaningless since tags can still be force-pushed.

Attacker compromised Resolv's AWS KMS to get a signing key, then minted 80 million unbacked USR stablecoins from a ~$150K deposit. The smart contract only checked for valid signatures, not mint limits. Attacker converted to wstUSR, swapped for ETH, extracted $25M. USR price crashed 80%. The code worked as designed - the off-chain trust assumptions failed.

Rust's coherence rules (orphan rules) prevent you from implementing foreign traits for foreign types, creating artificial lock-in. If crate A defines a trait and crate B defines a type, crate C can't implement the trait for that type. This means foundational crates like serde become nearly impossible to replace because every ecosystem crate would need to add support for alternatives. The rules exist for soundness but strangle ecosystem evolution.

A comprehensive reference card for Claude Code v2.1.81 covering keyboard shortcuts (Ctrl+C cancel, Ctrl+L clear, Esc Esc undo), slash commands (/compact, /model, /vim, /plan), MCP server configuration, and recent features like --bare mode, /remote-control bridge, and effort frontmatter for skills. Includes coverage of session management, file memory, and the hooks system.

A GitHub repository archiving Windows 3.1 era tiled .bmp backgrounds. The kind of patterns you'd see on your grandmother's 386 - geometric shapes, marble textures, and enough visual noise to give modern UI designers nightmares. Pure 1990s desktop nostalgia.

The FCC is adding foreign-made consumer routers to its 'Covered List' of equipment posing national security risks. Manufacturers can apply for 'Conditional Approval' from DoD or DHS to continue selling in the US. The move targets vulnerabilities exploited by state-sponsored cyber attackers.

LocalStack, the popular AWS service emulator, has archived their GitHub repository and now requires a login to run. The company raised $10K via OpenCollective for open source development but has effectively closed the project.

The standard algorithm for finding all regex matches in a string is fundamentally O(n²) due to how overlapping matches are handled. The author argues this has been known but largely ignored, and proposes 'hardened mode' should be the default like how Rust uses SipHash for hashmaps.

The author fed an old research idea to an AI agent with the 'autoresearch' framework. The agent essentially acted as a hyperparameter optimization algorithm with basic reasoning, iteratively improving train.py, running training, running evals, and recording results while favoring simplicity.

The author shares their workflow for using Claude Code productively: spawning multiple agents via worktrees to parallelize work, treating throughput (more PRs) as a success metric, and using agents for context-switching across different streams of work.

The DoD Cyber Exchange website, which distributes Security Technical Implementation Guides (STIGs), is serving downloads with an expired TLS certificate. Their official guidance tells users to click through browser security warnings to continue downloading security guidance documents. The irony is palpable.

The US paid TotalEnergies $928 million to abandon their 4GW offshore wind projects off New York and North Carolina. The French company will redirect the funds to US natural gas projects, specifically the Rio Grande LNG plant. Interior Secretary Doug Burgum called it 'unleashing' money from 'expensive weather-dependent offshore wind.'

bunnie designed BIO, an I/O coprocessor for the Baochip-1x SoC. After cloning the Raspberry Pi PIO to understand it, he found it consumes massive FPGA resources due to CISC complexity (barrel shifters, flexible pin mapping). BIO uses four compact RV32E RISC-V cores instead, achieving half the area and 4x the clock rate while offering richer functionality including DMA and C programmability.

An Air Canada CRJ 900 carrying 76 people collided with a fire truck responding to a separate incident at LaGuardia Airport, killing both pilots. Forty-one passengers were hospitalized, airport closed. Air traffic control audio captured 'Stop, stop, stop!' seconds before impact. The fire truck occupants survived with non-life-threatening injuries.

A researcher got frustrated asking 'is this really a pint?' at bars and did the work. The site documents how American bars routinely serve 'pints' in glasses that hold less than 16oz due to thick bases, tapered shapes, and head space. This spawned the 'Pint Patrol' movement pushing for honest beer measurements.

A guide to moving your digital life from US services to EU alternatives. The author switched from Gmail to mailbox.org, from iCloud to Proton Drive, and documented the friction points. Canadians are doing the same thing apparently.

A demo showing a 400B parameter LLM running on an iPhone 17 Pro using SSD streaming to GPU. The catch: it runs at 0.6 tokens per second. Based on Apple's 2023 'LLM in a Flash' paper technique.

GitHub's uptime has been abysmal lately, struggling to hit 99.9% availability. The Register documents the pattern of outages since the Azure migration. Meanwhile, GitHub is busy shipping AI features while the core platform crumbles.

Bombadil is a property-based testing tool for web UIs from Antithesis. It's a single executable that explores your UI by generating random interactions and finding invariant violations. No npm dependency hell required.

A cyberattack on an ignition interlock breathalyzer company has left court-mandated DUI offenders unable to start their cars. The cloud-dependent devices require server connectivity to function. The irony of IoT strikes again.

IndieWeb's POSSE philosophy: post content on your own domain first, then automatically or manually syndicate copies to social media silos. You keep the canonical version, own your URLs, and aren't beholden to platforms that might enshittify or disappear.

Walmart tested purchases through ChatGPT's shopping integration and found conversions were 3x worse than their regular website. Agentic commerce faces two blockers: real-time catalog normalization across millions of SKUs is a decade-scale infrastructure problem, and consumers still default to checkout flows they trust.

When you hit CTRL-C in psql, it doesn't just interrupt locally. The client opens a brand new TCP connection to the server, sends a cancel request with a secret key, and hopes the server receives it in time. This out-of-band mechanism bypasses the pending send buffer and exists because the original query connection is blocked waiting for results.

Developer built an AI phone receptionist for her brother's high-end car mechanic shop using RAG. The system handles inquiries about pricing, job times, and opening hours. A family DIY project that actually works in production.

Mathematical analysis of the 64 I Ching hexagrams reveals the permutation cycle decomposition between King Wen ordering and binary ordering is ［52, 10, 2］ with zero fixed points. 81% of hexagrams are locked in one chain - a cycle structure never previously reported in the literature.

Domenic Denicola tried to build a simple monitor blackout utility using Microsoft's latest WinUI 3. After navigating Win32/MFC/WinForms/WPF/WinRT/UWP/WinUI evolution, he discovered half the features need P/Invoke to raw C APIs. Code signing costs $200+/year, .NET 10 isn't preinstalled so his app bundles the entire runtime (9 MiB for a blackout tool), and Microsoft rejected it from the Store for lacking 'unique lasting value'.

Flash-MoE streams a 397B parameter MoE model (Qwen3.5-397B-A17B) from SSD to GPU on a MacBook Pro with 48GB RAM at 4.4 tokens/second. The 209GB model lives on disk, only loading the 4 active experts per layer (~6.75MB each) via parallel pread() calls. Pure C and hand-tuned Metal shaders, no Python frameworks. The FMA-optimized dequant kernel gives 12% speedup.

Steve Krouse argues precision still matters despite AI hype. Chris Lattner examined a compiler written entirely by Claude and found nothing innovative - AI accepts conventional wisdom and cannot independently advance the state of the art. The 'AI will replace programmers' crowd meets reality when their CRDT keeps adding tombstones because 'research requires it.'

A NixOS love letter highlighting declarative configuration, whole-OS reproducibility, and 'the only operating system that can be meaningfully configured through AI tooling.' The author (after 30 years of Windows) argues it's not just better than other OSes for AI configuration - it's the only game in town.

Stuart Breckenridge documents the absurdity of PC Gamer's 37MB article recommending RSS readers. On load: notification popups, newsletter overlays, five visible ads. In five minutes of page loading, it downloaded nearly half a gigabyte of new ads. The RSS readers it recommends would let you avoid exactly this experience.

Tin Can is a WiFi-connected phone designed to replicate the landline experience for kids. It gives children autonomy to call friends and family without the screen time concerns of smartphones. Parents who want to delay giving their kids cellphones are the target market.

American Express migrated their entire payment network from a monolithic architecture to microservices, and then had to do it again with Kubernetes. The article details the challenges of migrating a latency-sensitive payment system while maintaining SLAs.

PSpice's Mode 4 encryption uses AES-256 in ECB mode (already a red flag), but a copy-paste bug in the key derivation causes the first 128 bits of the key to be repeated for the second 128 bits, effectively reducing it to AES-128. The author also released SpiceCrypt to decrypt models from multiple SPICE vendors.

A comprehensive explainer that uses electrical circuit analogies to build intuition for how transformers work. The article breaks down attention heads, residual streams, and other transformer components using concepts familiar to anyone who's taken an electronics course.

［REVISIT: Discussion doubled since last coverage］ Bram Cohen's Manyana is a 470-line Python proof-of-concept showing that CRDT-based version control can display exactly what each side of a conflict did, rather than opaque conflict markers. The demo now has serious traction with 267 comments debating whether merges should ever fail.

Avalonia UI announced a preview backend for .NET MAUI that enables deploying MAUI apps to Linux and WebAssembly. The integration is straightforward: add a NuGet package, target .NET 11, and call UseAvaloniaApp. They've ported several demo apps including a weather app with WebView and an AI learning game, all working identically across platforms with drawn controls instead of native ones.

A Microsoft engineer shares five years of lessons running a systems reading group on the Azure Databases team. Started with database internals papers like WiscKey and the Bw-Tree, evolved to cover memory hierarchies and consensus protocols. Key insights: consistency beats frequency, let scope grow organically, multi-session deep dives beat one-off papers, and you don't need to be the expert.

［From title + HN comments, WSJ article paywalled］ Young workers are pivoting to trade schools and hands-on careers as software jobs become harder to land. The discussion questions whether this is overcorrection, with some arguing that building software skills alongside AI fluency remains valuable while physical trades are genuinely harder to automate.

Spam emails have gotten a design upgrade thanks to AI coding tools. The author notices spam now looks professional and renders properly with images off, unlike the ugly disasters of the past. Anthropic's own reports acknowledge that no-code ransomware built with LLMs can sell for $1,200. Guard.io warns that 'VibeScamming' has lowered the bar to near-zero for creating convincing phishing campaigns.

The author asked several LLMs to predict the temperature curve of coffee cooling in a ceramic mug, then actually did the experiment. All models used exponential decay equations with one or two time constants for heat transfer. Claude 4.6 Opus came closest but cost $0.61 in tokens. The models all predicted faster initial cooling and slower late cooling than the author expected, but reality was even more extreme.

Stuart Breckenridge documents the irony of PC Gamer publishing a 37MB article recommending RSS readers. The page loads with notification popups, newsletter overlays, and five visible ads. In five minutes of page loading, it downloaded nearly half a gigabyte of new ads. The RSS readers it recommends would let you avoid all this nonsense.

Deep dive into Chris Sawyer's legendary assembly-language optimization in RollerCoaster Tycoon. The article explores bit-shifting tricks (using 8 instead of 9.5 for CPU-friendly calculations), how division operations were replaced with right shifts, and the numeric compromises game designers made for performance. Even OpenRCT2 preserves much of this syntax.

Steve Krouse argues that despite AI hype, code isn't going away. Code is a liability in non-hobby settings, but precision matters. Chris Lattner found nothing innovative in a compiler entirely written by Claude AI - AI accepts conventional wisdom and struggles with genuine critical thinking. When you need to advance the state of the art, humans are still required.

A love letter to NixOS that highlights its declarative configuration, whole-OS reproducibility, and the ability to specify everything in one place. The author argues it's the only operating system that can be meaningfully configured through AI tooling - not just 'better than other OSes' but 'the only game in town' for this use case.

GrapheneOS announces it will continue allowing users to operate their devices without providing personal information, regardless of regulatory pressure. This matters because some jurisdictions are pushing for mandatory device registration and identity verification.

Bram Cohen (yes, BitTorrent Bram) releases Manyana, a 470-line Python demo proving that CRDT-based version control can show you exactly what each side of a conflict did, not just two opaque blobs. Merges never fail by definition, conflict markers explain who did what, and rebase can preserve full history instead of creating fiction.

OpenClaw can read your emails, book your flights, and control your smart home. It can also leak your credentials to malware disguised as 'skills,' get prompt-injected by any random message, and was exposed on 30,000+ servers within 10 days of going viral. The top-downloaded skill on SkillHub was literally an info-stealer. 7% of all skills contain plaintext credential leaks.

Domenic Denicola tried to write a simple Windows utility in 2026 using Microsoft's latest-and-greatest WinUI 3, and discovered: (1) .NET isn't preinstalled so apps must bundle the entire runtime (9MB for a display blanker), (2) half the features require P/Invoke down to Win32 C APIs anyway, (3) unsigned MSIX sideloading requires cryptic PowerShell commands, (4) the Microsoft Store rejected his app for lacking 'unique lasting value.'

Project NOMAD is a free, open-source offline server bundling Wikipedia, Khan Academy, OpenStreetMap, and GPU-accelerated local LLMs. Unlike $700 'prepper disk' products locked to Raspberry Pis, NOMAD runs on any PC and actually has AI that isn't brain-dead. Perfect for preppers, off-gridders, and anyone who thinks 'what if the internet stops.'

A single developer reimplemented the 3dfx Voodoo 1 graphics card in SpinalHDL and rendered actual Screamer 2 frames on an FPGA. The hard part wasn't 'making triangles appear' but matching the exact behavior of 1996 fixed-function silicon: register semantics, pipeline timing, perspective correction, mipmap selection, and a bug that looked like a framebuffer hazard but was actually several precision mismatches stacking up.

Terence Eden argues that 'dogfooding' isn't enough - companies need to experience their own broken customer journeys. He recorded a call with a company that has an AI assistant that literally spells out 'A-P-P-R-O-X-I-M-A-T-E-L-Y' letter by letter. The contrast between corporate AI innovation claims and actual customer experience is brutal.

A hand-optimized Objective-C/Metal engine that runs Qwen 3.5 MoE 397B on a Mac Studio with 48GB unified memory. Uses 2-bit quantization, reduces experts per token from 10 to 4, and achieves ~5 tokens/sec. The real innovation: trusting the OS page cache instead of custom caching (every custom approach they tried was slower).

The US labor board alleges Atlassian illegally retaliated against an engineer who suggested the CEO is a 'rich jerk'. Atlassian argues the comments weren't legally protected speech. The worker says her comments were mischaracterized by the company. Classic tech workplace drama reaches federal court.

A feature comparison showing Safari on iOS/iPadOS lacks many PWA capabilities that Android Chrome supports: shortcuts, protocol handling, file handling, contact picker, Bluetooth, NFC, background sync/fetch, and more. The site argues Apple deliberately cripples Safari to protect App Store revenue.

Author has been scanning receipts since 2001, waiting for technology to catch up. In 14 days with AI coding agents (Codex + Claude), processed 11,345 receipts using 1.6 billion tokens (~$1,591) to extract 25 years of egg purchase data. Key insight: tried 7 classical CV approaches for receipt segmentation, all failed - Meta's SAM3 solved it in one API call.

The Boom Loom is an award-winning weaving tool that won the 2025 Core77 Design Award. Its key innovation is a rotating heddle mechanism that lets weavers efficiently change weft patterns through rotation of a pattern bar, making shed formation almost effortless.

HopTab is an open-source macOS utility that replaces the built-in Cmd+Tab switcher with a more powerful alternative including window tiling capabilities and workspace integration. Free and open source, unlike most macOS window managers.

A satirical minesweeper game themed around the Strait of Hormuz, rendered in classic Windows 95 style. The game appears to comment on geopolitical tensions by turning a conflict zone into a retro puzzle game.

A developer documents their journey submitting their first Linux kernel patch, which fixed a sign extension bug in integer promotion. The writeup covers the technical details of how C's integer promotion rules can silently cause bugs that stay hidden until they suddenly break everything.

A research paper examining how different LLMs respond to prompts like 'Be the void' - finding that models sometimes return nothing or minimal output. The researchers claim this represents 'deterministic silence' convergence across models, though commenters are skeptical this means anything.

［from title + comments, article behind academic paywall］ Paper proposes 'System 3' as AI-augmented cognition alongside Kahneman's System 1/2. Finds that people with lower cognitive need and higher AI trust tend to surrender thinking to AI, while skeptical smart people remain in control.

Converting a chest freezer into a fridge uses 85-90% less energy than upright fridges. Cold air is heavy and stays inside when you open the lid instead of dumping onto your floor. The math is compelling for off-grid setups and eco-nerds.

No Starch Press released the 2nd edition of their hands-on electronics book for kids, covering circuits, components, and projects. The HN crowd got nostalgic about 1960s Kosmos kits that basically taught undergraduate EE without calculus.

A beginner-friendly explainer on Bayesian methods for data scientists who learned stats in frequentist environments. Covers the philosophical divide between updating beliefs with new data vs. treating parameters as fixed unknowns.

Cloudflare's family-safe DNS (1.1.1.2) now categorizes archive.today as a 'Command and Control/Botnet' domain, effectively blocking it. This follows archive.today's ongoing DDoS-via-JS campaign against gyrovague.com where visitors' browsers were weaponized without consent.

The e18e community identifies three causes of npm bloat: ancient runtime support (ES3 for IE6), protection against global namespace mutation, and cross-realm value handling. Most of this code is redundant in 2026 since ES5 has been universally supported for 13 years.

LocalStack's community edition sunset in March 2026 - requiring auth tokens, dropping CI support, and freezing security updates. Floci emerges as the no-strings-attached alternative for local AWS development.

Trivy, a popular container security scanner, had its supply chain compromised following a prior incident. The attack spread to 47 npm packages via a self-spreading CanisterWorm. Trivy failed to properly remediate and contain damage from the initial breach.

Game dev jobs are vanishing while AI gets blamed. The real picture: interest rates, industry consolidation, and the shift to mobile platforms like Roblox. The 'Open to Work' LinkedIn banner has become a mark of desperation rather than availability.

Programmers who loved their craft face 'craft alienation' as LLMs change the nature of coding. The article argues this isn't about AI replacing humans, but about the loss of deep engagement with code. Some embrace the new tools while mourning what's lost.

［From title + comments, article unreachable］ EU proposals for child protection are being criticized as a cover for mandatory identity verification online. Critics argue the real goal is eliminating internet anonymity by requiring age verification that demands your name, location, and date of birth.

［From title + comments, article unreachable］ Tinybox is an offline AI device capable of running 120B parameter models locally. The base model costs $12,000. Built on tinygrad, which breaks down neural networks into just three operation types: ElementwiseOps, ReduceOps, and MovementOps.

［From title + comments, article unreachable］ Tooscut is a browser-based video editor using WebGPU for GPU-accelerated compositing and Rust/WASM for near-native performance. Features include multi-track timeline, keyframe animation, real-time effects, and local-first design where files never leave your machine.

［From title + comments, article unreachable］ macOS Tahoe added icons to menu items that many users find visually cluttered. A Terminal command exists to disable them: 'defaults write NSGlobalDomain NSMenuShowsIcons -bool NO'. Some dyslexic users actually prefer the icons for faster scanning.

Termcraft is a terminal-based 2D sandbox survival game written in Rust. Features include procedural generation of Overworld, Nether, and End dimensions, mining, crafting, furnaces, brewing, boats, hostile and passive mobs, villages, dungeons, strongholds, Nether fortresses, and dragon progression. Still in early alpha.

Ubuntu 26.04 will show asterisks when typing sudo passwords instead of nothing. This 46-year Unix tradition of showing no feedback was originally a security feature for shared terminals, but now everyone just ends up retyping their passwords wondering if SSH is lagging.

Paris Mayor Anne Hidalgo has systematically removed parking spaces and car lanes, transforming the city with more bike lanes and pedestrian areas. Residents report cleaner air, improved mental health, and reduced need for cars. The transformation is being praised as a model for other cities.

Grafeo is a high-performance graph database written in Rust that can run embedded or as a server. Claims to be the fastest on LDBC Social Network Benchmark with lower memory footprint. Supports both property graph and RDF models with Cypher and SPARQL query languages.

Align Technology, maker of Invisalign, has quietly become the world's largest user of 3D printers. Each set of aligners requires custom molds, and they produce millions of unique trays per year. The company's manufacturing approach made them an accidental 3D printing giant.

Standard Ebooks hosts Le Monde's 100 Books of the Century list, a 1999 poll of French readers selecting the most significant books of the 20th century. The collection includes free, beautifully formatted ebooks of public domain titles like Camus' The Stranger, Kafka's The Trial, and Hemingway's The Old Man and the Sea.

David Bushell documents Deno's decline: layoffs, dwindling GitHub activity, and radio silence from Ryan Dahl. The VC-backed Node.js alternative appears to be struggling against Bun while the CEO remains conspicuously absent from public discourse.

Armin Ronacher (Flask, Ruff, Sentry) reflects on how some things cannot be accelerated with money or AI. Trees take decades to grow. Maturity requires lived experience. As AI obsessed developers fill every freed moment with more work, we lose the patience that creates lasting value.

Meta announces a machine translation system supporting 1,600 languages, dramatically expanding coverage beyond major world languages. The research paper describes the architecture but readers struggle to find where to actually download the model weights or use the system.

Scientists achieved brain preservation in a mammal using toxic chemicals that lock everything in place for connectome examination. The catch: there's no known way to reverse the chemical process in the biological brain. It's more mind uploading prep than actual reanimation.

Ironkernel lets you write element-wise expressions with a Python decorator, compiles them to a Rust expression tree at definition time, and executes via rayon on all cores. The author built it after watching 7/8 CPU cores idle during a Monte Carlo simulation while multiprocessing added 189ms serialization overhead to a 9ms computation.

Mamba-3 is a new state space model designed for inference efficiency rather than training speed. Key upgrades include a more expressive recurrence formula, complex-valued state tracking, and MIMO variants. At 1.5B scale, Mamba-3 SISO beats Mamba-2, Gated DeltaNet, and even Llama-3.2-1B Transformer on prefill+decode latency across all sequence lengths. Kernels open-sourced using Triton, TileLang, and CuTe DSL.

FilmKit is a browser-based preset manager and RAW converter for Fujifilm X-series cameras. It uses WebUSB to connect directly to your camera, leveraging the camera's own processor for RAW conversion. Features include preset management, local library storage, live preview, preset detection, and mobile support. Zero installation, cross-platform including Linux.

Cory LaChance, a mechanical engineer in industrial piping construction in Houston, built a full application that reads piping isometric drawings and automatically extracts weld counts, material specs, and commodity codes. Work that took 10 minutes per drawing now takes 60 seconds. He built it in 8 weeks with Claude Code while also learning the terminal, VS Code, everything from scratch.

The New York Times and other major publishers have started blocking the Internet Archive's crawlers using technical measures beyond robots.txt, citing concerns about AI companies scraping news content. EFF argues this is misguided: the Archive preserves historical records, not train AI models. Wikipedia alone links to 2.6 million news articles preserved there. When publishers block the Archive, they're erasing the historical record, not stopping AI.

OpenCode is an open source AI coding agent with 120K GitHub stars and 5M monthly users. It features LSP integration, multi-session support, sharable session links, and works with GitHub Copilot, ChatGPT Plus/Pro, or any of 75+ providers via Models.dev. Available as terminal, desktop app, or IDE extension. Privacy-first design stores no code or context data.

［from title + comments, article unreachable］ A molly-guard is a protective cover over a dangerous button, named after a child who kept hitting the power button on her parent's computer. There's now a Linux package that intercepts reboot/poweroff commands via SSH and forces you to type the hostname.

［from title + comments, article blocked］ The Transavia PL-12 Airtruk is celebrated as possibly the ugliest airplane ever built. An Australian agricultural aircraft from the 1960s, it had a stubby body that seems to just end halfway through, with an open cockpit and bizarre proportions designed purely for utility.