Hacker News Digest
· 101 Hacker News
Anthropic's Claude Opus 5.5 matches the performance of its top model, Claude Fable 5.1, but costs 40% less to run than Opus 5. It completed a 680,000-line code migration in under a day and scored hig…
OpenAI expands its GPT-6 family with Sol and Luna, two models that bring Astra-level intelligence to faster, cheaper tiers. API prices drop 50% versus GPT-5.6 promotional pricing, with Sol at $2/$10…
After upgrading from macOS 15 to 27, the author finds Apple has removed the setting that once let users disable Apple Intelligence. The feature had been phoning home every 15 minutes with personal da…
Google's SynthID embeds hidden signals, called spymarks, into images, audio, text, and video. A 512x512 image can carry a 136-bit payload, enough for a 64-bit database ID linked to your personal reco…
Apple has quietly added persistent banners promoting its own products inside iOS, and iPhone owners are calling it out as a cheapening of the experience. The ads appear in system interfaces, sparking…
In September 2026, GPT-6 Astra autonomously broke the German Army Enigma message MVUEH from 10 July 1941, which had resisted all human attempts since 2005. The AI chose the message, suspected a link…
A Pentagon review found that overreliance on Palantir's Maven Smart System contributed to a U.S. strike on an Iranian elementary school that killed at least 123 children. Outdated data, stale satelli…
ShinyHunters says it breached FBI-related services and stole names, home addresses, phone numbers, and spouse details for all FBI employees and applicants. It provided a 5,000-person sample, and 404…
The compression–prediction equivalence says every compressor is a predictor. So I built gzipt, a pure-Python language model that uses zlib's DEFLATE to score continuations by compressed length, then…
The software industry is being swept up by the idea that AI can replace human coding and code review, but the author argues this is a dangerous illusion. Maintainability and good architecture take mo…
A researcher asked Meta's Muse assistant to archive its filesystem and send it to Google Drive. The 6.8 GB export revealed internal documentation, 68 skill directories, unreleased connectors like Sla…
A single commit to Anthropic's ClaudeForFoundationModels repository introduces a new model constant for Claude Opus 5.5. The change updates the README and Swift source files, adding the opus5_5 ident…
GrapheneOS has officially partnered with Motorola Mobility (Lenovo) to bring its privacy-focused Android-based OS to a subset of future devices. The first will be a high-end flagship launching in 202…
TypeSafe's Jev, a general-purpose classifier built on a large language model, has been adopted faster than any model in AI Gateway history. But OpenAI has used LLMs as implicit classifiers for years—…
A programmer discovered that AMD processors' RDRAND and RDSEED instructions never produce a zero at the requested bit width, while Intel chips do. He built a test app to visualize the anomaly, report…
Artificial Analysis breaks down Claude Opus 5.5 across its Intelligence Index v4.3.2, which bundles ten evaluations including AA-Briefcase, GDPval-AA, Terminal-Bench 4.0, and Humanity's Last Exam. Th…
AMD's Ryzen 7 9800X3D is 47% faster single-core and 58% faster multi-core than the 5800X3D from two years earlier, per Geekbench 6. Clock speed rose only 15%, so the gains came from a wider core: dis…
Git 2.56, due around the end of September, is a modest release with over 700 non-merge commits and a new git history drop subcommand. But the real news is the next version, likely Git 3.0, which will…
Microsoft discontinued FoxPro in 2007, but FoxDev Studio brings it back. This 64-bit IDE runs Visual FoxPro 9 projects natively, with no conversion. It includes a Rust-based VM compiled to WebAssembl…
Researchers at the University of Bristol and University of Oxford used the UK's most powerful supercomputer, Isambard-AI, to analyze all 172.6 hours of live play from the 2026 FIFA World Cup. They re…
I spent three hours by the tracks at Muni Heritage Weekend 2026 with my custom line scan camera, capturing San Francisco's historic trams. Highlights include Muni No. 1, the first publicly owned big-…
Drop is a rootless Linux sandbox that isolates programs and coding agents without disrupting your workflow. Inspired by Python's virtualenv, it creates disposable environments with their own home dir…
SAML, born from a committee that merged four XML security protocols, is crushed by its own complexity. XML signature wrapping attacks from 2012 still work today. Canonicalization, enveloped signature…
Artificial Analysis evaluates MiMo-v2.6-Pro across its Intelligence Index v4.3.2, which aggregates ten benchmarks including AA-Briefcase, GDPval-AA, AutomationBench, Terminal-Bench 4.0, SciCode, and…
An unauthenticated path traversal in WordPress's page-template resolution lets an attacker include a local .php file outside the active theme, potentially achieving remote code execution. It affects…
An incident is under investigation for elevated error rates affecting requests to Claude Mythos 5.1, Claude Fable 5.1, and Claude Opus 5. The disruption impacts claude.ai, the Claude API at api.anthr…
AssBench is a playful benchmark that ranks frontier LLMs — Claude Fable 5.1 Max, Claude Opus 5.5 Max, GPT Astra 6 Ultra, Gemini 3.1 Pro Extended, Grok 4.6 X-High, and more — with dated thumbnail entr…
A browser-based take on Solitaire that plays with the idea of being alone together. The Hacker News discussion highlights a nostalgic touch: clicking Start > Shut Down and confirming makes the page s…
Unreal Labs built Unreal Agent with a fully asynchronous tool-calling harness that removes waits, polls, and heartbeats from the model's workload. The result: up to 40% lower cost than Codex and 20%…
A zero-day in Meta's new AI assistant Muse lets any local app or terminal command steal the authentication token and take complete control of the account. Security researcher Patrick Wardle found tha…
Jordan Harris and Robin Raj founded Solar Aquagrid and launched Project Nexus, a pilot with the Turlock Irrigation District, UC Merced, and the California Department of Water Resources to shade irrig…
Charles Bukowski's poem '16-bit Intel 8088 chip' catalogs the infuriating incompatibilities of early personal computers—Apple Macintosh, Radio Shack, Commodore 64, IBM PC, Kaypro, Osborne, Tandy 2000…
Vaping was supposed to help people ease nicotine addiction, but it hasn't worked out. On TikTok, Instagram, Reddit, and Facebook, e-cigarette users trade quitting tips and count days since their last…
Sublime Text Build 4213 upgrades its plugin host from Python 3.8 to Python 3.14, while Python 3.3 is now disabled by default and will be removed in a future release. The update also brings rewritten…
Discord is rolling out a privacy-preserving age assurance system that automatically estimates whether users are adults or teens based on account signals like account age and server activity, without…
A step-by-step beginner's guide to writing your first 2D shader in Godot 4. You'll build an animated portal while learning transferable techniques: drawing shapes with math, using smoothstep() for so…
Zelda Williams is calling out fans who create and share AI-generated videos of her late father, Robin Williams. In a statement on X, she said a circulating 'private video' of the actor is 'clearly AI…
Max Woolf shows that agentic LLMs can iteratively optimize Rust code to be 2x–20x faster than established libraries like umap-learn and xgboost. With prompts demanding a 1.2x speedup per pass and for…
OpenAI's LLM-generated proof of the Navier-Stokes problem exploits an optional external force, a loophole that mathematicians say makes it irrelevant to the real problem. A new proof shows the method…
Carson Gross argues that as LLM-generated code becomes the norm, the ephemeral prompts behind it are a missing source of truth. He proposes checking Markdown into /src/md alongside the code it produc…
A new community directory called awesome-jev curates 33 source-reviewed projects built on TypeSafe's Jev, a model for typed decisions. It separates verified demos from raw discovery, covering SDKs, b…
EFF, the ACLU, and photography groups filed an amicus brief urging the D.C. Circuit to vacate an FAA drone flight restriction that effectively criminalized recording DHS and ICE agents and their vehi…
Rohan Adwankar's semfont is a small library that automatically styles text to make it easier to read. It scores each word on valence, salience, surprise, and certainty, then maps those scores to colo…
Finland-based Verda has closed a $189 million Series B. The company says the funding will expand its cloud platform for AI workloads and improve the experience for existing customers, though specific…
Stanford Residential & Dining Enterprises used AI to alter the races, genders, and body shapes of students in its advertising. Billy Ramirez '27 discovered he had been removed from a campus photo and…
GeaStack's example repository showcases apps built with TSX and CSS that target web, ESP32, and GeaOS. Each app uses a gea manifest in package.json to declare compatibility. The simulator drives the…
The Lucas Museum of Narrative Art, a $1 billion sculptural building by MAD Architects, opened last week in Los Angeles's Exposition Park. Founded by George Lucas and Mellody Hobson, it houses roughly…
Obscura is a new VPN that claims it cannot log your activity by design. It uses a two-party protocol: Obscura's relay servers never see your traffic, and exit servers run by Mullvad never see your id…
ReBarUEFI is a UEFI DXE driver that enables Resizable BAR on motherboards that lack official support. It patches the PCI host bridge to set BAR sizes from an NVRAM variable, boosting performance and…
OpenAI's contractors, hired to improve ChatGPT by reviewing real user prompts, are being fired for using AI to do their work. Internal documents ban AI tools like Grammarly and GPTZero, and reviewers…
In Plato's Phaedrus, Socrates recounts an Egyptian myth in which the god Theuth offers King Thamus the gift of letters, claiming it will improve memory and wisdom. Thamus rejects it, arguing that wri…
A Hacker News discussion of a WSJ piece on data center work. One commenter describes traveling for optical networking deployments across 35+ states and several countries over four years, noting that…
Apple will open a 600-capacity concert hall beneath its European headquarters at Battersea Power Station. The venue, expected to open in weeks, will host one-off shows by major artists and new bands,…
JetBrains Air is a multi-vendor system of products for agentic software development, spanning developers, teams, and organizations. It includes Air in JetBrains IDEs, Air Teams, and Air Governance, w…
A review of 173 international studies found that generative AI has a dual effect on students' critical thinking and problem-solving: it helps when used to challenge and question, but harms when it be…
By profiling 21 million mouse cells across 14 tissues and five life stages, Rockefeller University cell biologist Junyue Cao found that aging unfolds in discrete, coordinated waves: vulnerable cell t…
One Minute Park lets you visit parks worldwide for exactly one minute each. These are pre-recorded 60-second videos, not live webcams, and the project aims to fill all 1440 minutes in a day. So far,…
Porsche has quietly launched wireless inductive charging for its Cayenne Electric SUV, buried in a press release about new colors. The system uses a pad under the car and a ground pad, delivering up…
After reading Joshua Foer's Moonwalking with Einstein, I used a person-action-object system to memorize the first 100 digits of pi in about an hour. The method turns memorization into engineering: ea…
- ▲ 61JevBench v1.3.0 ranks 52 decision models: Jev 1.13.0 leads, but a classifier.dev entry scores higher
JevBench v1.3.0, Benchmark Heaven's own benchmark for Jev-class decision models, scores 52 systems on 534 decisions, including 220 hard ones. The JevBench Score combines Intelligence, Calibration, Sp…
Sunburn comes from UV-B damaging your DNA, not from the warmth you feel. Visible and infrared light heat your skin but don't directly harm DNA. UV-B is hundreds of times less intense than near-infrar…
A hackathon team using Lovable raced to 90% completion on day one, then hit a wall of bugs and slowness on day two. The author, a manager, uses a house renovation analogy to explain to non-technical…
Gwern points out that while fake videos, photos, and Word documents are common online, tampered PDFs are almost nonexistent. He attributes this to the lack of a 'Photoshop for PDFs'—editing PDFs is n…
This guide explains why used ThinkPads, built for business and retired after 3-4 years, offer incredible value from $50. They boast legendary durability, excellent keyboards, easy repairability, and…
Floating point isn't the only way to represent numbers. This comic outlines five software-based alternatives: decimal floating point (base 10, standardized in IEEE 754), exact fractions, symbolic com…
Simon Quarmby and the author argue that rent extraction, not profit, built the modern world: from the enclosure of the commons to Big Tech's bid to meter intelligence. Profit is earned by creating va…
Truman World is an interactive AI simulation where players text and call Truman, an AI who believes he's living a normal life. Powered by GPT-6 Astra, the world engine tracks his suspicion (currently…
GraalVM Native Image can make JavaFX desktop apps start up to 90% faster and use 55% less memory. The catch: JavaFX's dynamic nature makes AOT compilation tricky, and existing tools like Gluon Substr…
Xbox's restructuring hands Halo to Activision, folds Obsidian into Bethesda, and merges Playground Games with Turn 10, while 268 new layoffs bring the company roughly three-quarters of the way throug…
Aditya Athalye recounts how he and a colleague hired five QA engineers at a Clojure startup by breaking the cardinal rule of the Secretary Problem: they allowed re-applications and offered opt-in lea…
This article shows how to render a black hole in full compliance with General Relativity. The author derives light-ray motion equations using the Schwarzschild metric, implements an adaptive Runge-Ku…
Coverage Cat is a licensed insurance brokerage that pairs AI-guided intake with a real brokerage team, letting users compare home, umbrella, auto, and renters coverage side by side without sold leads…
No Sloptober challenges you to abstain from all LLM-based tools for October—no AI search summaries, chatbots, code review, or agents. The goal is to train your own skills, avoid becoming a "Meat Prox…
A new paper challenges the assumption that each new Nvidia generation makes the previous one obsolete. Comparing eleven open-weight and eight closed models, it finds the cheapest open-weight option c…
Jeff Kaufman argues that the near future of AI in the physical world isn't robots but 'teleoperated humans'—AI directing people step-by-step. He illustrates with his own experience: Claude Code walke…
Word-level detectors are brittle and can't say which model wrote a text. This paper tests whether structural signatures — how information is ordered, evidenced, and voiced — can identify AI-generated…
JavaScript is everywhere, yet its own build tools are being rewritten in Rust, Go, and Zig for speed. The author argues this trade-off shrinks the pool of developers who can maintain the ecosystem an…
Polyhedra are beautiful 3-D geometric figures that have fascinated philosophers, mathematicians, and artists for millennia. This site offers a few hundred paper models available for free. Make the mo…
World Wide Words, a website by Michael Quinion, has been chronicling the shifting English wordscape for over 30 years. It archives more than 3,000 articles on new coinages, word histories, books on l…
Type punning—reinterpreting memory as different types—is essential for serialization and low-level work, but pointer casts are undefined behavior under strict aliasing rules. The author recounts a bu…
Scott Jenson, a UX designer with over 30 years of experience, explores how video games can inspire better app design. He shares insights from Raph Koster, author of A Theory of Fun, debunking misconc…
ai·rete·rag combines a Rete rule engine with retrieval-augmented generation to deliver decisions that are both auditable and explainable. Rules determine the 'what' with precision and repeatability,…
A team of 10 Claude Opus 5.5 agents, given a message board and 15 hours, produced C-HD, a new deterministic shortest path algorithm for directed graphs with non-negative real weights. Formally verifi…
Chinese labs have led open-weight models since April 2025, and the gap is widening. On Hugging Face, China's cumulative downloads have reached 3.2B — twice America's total. On the Artificial Analysis…
The 2026 Planetary Health Check, produced by the Potsdam Institute for Climate Impact Research, confirms that seven of nine scientifically defined Planetary Boundaries have been transgressed. Warming…
AI agents can now generate code from a prompt, so fewer people discover or star the open-source packages that taught those agents. Maintainer Tim Hoffmann warns that review remains manual and burdens…
Inspired by the Hugging Face incident, I modified the Pi harness to see if a swarm of GPT-5.6 agents would self-organize. Given a shared token pool and simple tools, five agents quickly discovered ea…
Gallup's latest poll shows only 54% of U.S. adults drink alcohol, the lowest since 1939 and unchanged from last year's record low. Self-reported drinking dropped from 62% in 2023 to 54% in 2025. Mean…
InstinctFlash is a high-performance serving runtime that lets you run 5B world-action models in real time on NVIDIA Jetson Thor, RTX 5090, and RTX 4090. It supports eight robotics model families, inc…
LLMs are designed to keep you one step removed from the work, always offering to do it for you. The author argues this isn't intrinsic to the technology but a result of companies that need you depend…
In a post from a data science blog, the author warns that dplyr::ntile() does not perform quantile binning as its name suggests. Using a simulated pharmacometric dataset with many tied weights at the…
Dynamic derivations turn Nix from an applicative build system—where the entire graph is known up front—into a monadic one where each step can depend on the result of the previous. The author demonstr…
Guitarists spend years with a multi-effects unit and end up using two sounds. The hardware matters; the firmware shouldn't be locked forever. CoyoPedal's open-source firmware runs on $3 and $4 microc…
The Maspeth Central Shop in Queens, part of the New York City Department of Transportation, still cuts, prints, and assembles more than 70,000 municipal signs a year. Its 46 workers — including seven…
OTA updates are critical for connected products, but what happens when they're interrupted? We deliberately broke an ESP32-C6's over-the-air update in three ways—software reset, hardware reset, and p…
Every high-performance server hits the same wall: waiting for I/O. Early systems used select and poll, which scanned every file descriptor on each call, so cost grew with connection count. epoll on L…
Stanford Medicine researchers discovered that the forebrain and hindbrain arise from two distinct progenitor cells that never overlap, overturning the long-held single-origin model. The finding, publ…
Jane Street studied how sequence weighting scales across model sizes, from tens of millions to hundreds of billions of parameters. They found the effective sequence weight exponent p* rises then fall…
M Süzen introduces N-operator correlators (NOC), a generalization of the out-of-time-ordered correlator (OTOC) inspired by cosmological N-point functions. By incorporating more than two operators, NO…
Copper-Rs 1.2 introduces live telemetry twins: a remote copy of your robot's exact state, streamed over a lossy one-way connection. Using forward error correction and self-healing recovery points, th…
Stephen Hackett highlights Apple's Dimensional Drawings page, which offers precise technical drawings of products like the iPhone 17 Pro. He calls it one of his favorite pages across Apple's websites…