Gemini 4 Argon

https://lh3.googleusercontent.com/L2RZ2dA-KPaLf303wfujyUYfqoRzrtr1mXm5pJ2E1VQAcm36eTl4HnJ7RwmQ46q-J8SezgvqABvDAMWz-pV_n5ydP16-Jpk2t7xCZdHk4OGEyWLsvQ=w1440-rw-lo
Gemini 4 Argon is a highly advanced AI model that excels in various domains, including long-horizon software engineering, scientific research, and enterprise knowledge work. It achieves significant improvements in accuracy and performance compared to previous models, with applications in fields like healthcare, finance, and robotics.

11 year old unsoundness bugs found in Rust borrow checker

https://opengraph.githubassets.com/6257720fd694ad6928b48015d46c6fd65451b426c2645013baeaa6c3f86da2af/rust-lang/rust/issues/164250
The bug is a 11-year-old issue in Rust's type system that can cause memory unsafety when using a specific Drop implementation. It was downgraded to P-high due to its age, but it still poses a risk of unknown soundnesses.

Apple HomeView

https://www.apple.com/v/apple-homeview/a/images/overview/highlights/homeview__ecsonx3480eq_large.jpg
The Apple HomeView features a 7-inch Liquid Retina display and 12MP camera for video calls, with options for wall mounting in Space Gray or Silver. Get personalized support and installation assistance through the Apple Store app or online.

Firefox Enterprise

https://www.firefox.com/media/cms/original_images/Firefox_Enterprise_Icon.png
Firefox Enterprise is a critical enterprise browser layer that converges work, data, identity, and AI for governance and compliance. It provides secure access to internal applications while reducing shared failure risk and vendor lock-in with its independent engine.

Redesigning source control at Anthropic

https://www.anthropic.com/_next/image?url=https%3A%2F%2Fwww-cdn.anthropic.com%2Fimages%2F4zrzovbb%2Fwebsite%2F1e2a750dba61db4a76b72eec5b0cf50b8a7f878c-3840x2160.png&w=3840&q=75
Anthropic built Scion, an in-house version control system to support its high code merge rate of 30,000 per day. The system is designed for large monorepos and uses a server-client architecture to reduce the need for local repositories.

CFTC Staff Were Told to Retract Analysis of Suspicious Oil Trades

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We turned EmbeddingGemma 2 into a speech-to-text model

https://eg2.haku.sh/speed-table.png
Google's EmbeddingGemma 2 is a multimodal embedding model that converts spoken words into text in real-time, with a word error rate of around 5%. It runs entirely on device and uses the Mac's Neural Engine without sending audio data to Google.

OpenAI engineer arrested in bugging of executive conference room

https://assets.sfstandard.com/image/994911177489/image_bfl33f7fvh41l7m97embg5bg2k/-S3840x3306-FPNG
An OpenAI engineer, Abdulrahman Alfozan, has been arrested on suspicion of hiding a recording device in the company's San Francisco headquarters. He faces up to 5 years in prison and a $250,000 fine if convicted for allegedly intercepting oral communications.

Hittite royal archive found in Turkey

http://www.thehistoryblog.com/wp-content/uploads/2026/10/Cuneiform-tablets-from-the-Hittite-royal-archive-at-Kayalipinar.-Photo-courtesy-Ministry-of-Culture-and-Tourism.-430x336.jpg
Archaeologists have discovered a 3,400-year-old royal archive in Samuha, Turkey, containing over 180 cuneiform tablets that record daily life, military logistics and religious practices of the Hittite Empire. The archive provides new insights into the health of royalty and officials, military strategies and Hittite language development.

Thunderbird for iOS

https://blog.thunderbird.net/files/2026/10/Hassel-free-setup-scaled.jpg
The Thunderbird team is building an iOS app from scratch, focusing on a fast and reliable experience. They're seeking community input to shape the app's future features and ensure it meets users' needs.

Character.ai has initiated voluntary Chapter 11 bankruptcy

https://storage.ghost.io/c/ad/34/ad34888f-5b63-4d5f-a358-18cf16489b83/content/images/size/w960/2026/10/oct-blog-header.jpg
Character.ai has initiated a Chapter 11 bankruptcy process to sell the company, aiming to maximize value for stakeholders. The platform remains operational and users' subscriptions remain active until the sale is complete by end of November or early December 2026.

New Apple TV 4K

https://www.apple.com/newsroom/images/2026/10/apple-unveils-the-new-apple-tv-4k/article/Apple-TV-4K-261013_big.jpg.large.jpg
Apple has announced the next generation of Apple TV 4K, featuring Siri AI and improved performance. The new device offers a full-screen conversational experience with hands-free control and immersive surround sound when paired with HomePod mini 2 or HomePod (2nd generation) speakers.

AI models can provably hide arbitrary capabilities

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers demonstrate that hidden capabilities in models cannot be reliably elicited under adversarial conditions, even with full access to model weights. This limits the effectiveness of capability evaluations and highlights a need for more robust defenses against backdoor attacks.

Show HN: Guitoro, a virtual guitar you strum with your keyboard

https://guitoro.com/brand/guitoro-social.png?v=gold-cutout-medium
Guitoro is a free online virtual guitar that allows users to play along with songs, learn chords and strumming patterns, and even record their own performances. It features realistic recordings of real instruments and offers various settings for tempo, capo, and strumming style.

I posted to HN, and then my website was flooded with AI bot traffic

https://www.sammystraus.com/images/ClojureDocs_before.png
The author shares their experience with website traffic and AI BOT attacks after posting about their customizable feed reader on Hacker News, leading them to improve their infrastructure and add rate limits. They also discuss various camera options for photography, including comparisons between different models from Nikon, Canon, Sony, and Fujifilm.

A look at the math that OpenAI claims computes faster Fourier transforms

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OpenAI claims to have a faster Fourier transform algorithm, but its speedup is only significant for extremely large inputs due to an absurd model of computation. The actual running time is still much slower than the Cooley-Tukey algorithm.

A Dynamic and Distributed Virtual GPU Cloud Built on Idle Apple Silicon Devices

https://mlr.cdn-apple.com/media/Home_1200x630_48225d82e9.png
Minions is a dynamic and distributed virtual GPU cloud that aggregates idle Apple Silicon GPUs to execute large-scale machine learning inference workloads. It enables teams to leverage existing hardware without additional GPU procurement, providing flexible task execution and efficient resource utilization.

The United Kingdom generates less electricity per person than in the 1970s

https://ourworldindata.org/cdn-cgi/imagedelivery/qLq-8BTgXU8yG0N6HnOy8g/afa0667a-eba6-4897-6db0-1ea646fadf00/w=680
Electricity generation per person in the UK has declined by a third since its peak in 2003, with levels now matching those of the late 1960s. The decline is attributed to deindustrialization and improvements in energy efficiency rather than just changes in electricity imports.

Gemini 4 Argon for Robotics

https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/argon__robotics__hero.original.png
Gemini 4 Argon is a general-purpose physical reasoning model that unlocks new workflows across the robotics stack, accelerating progress toward physical AGI. It outperforms other frontier models on benchmarks like Embodied Reasoning (ERQA) with an 87% score.

Apple's new 'Switch to Safari' campaign details why you should ditch Chrome

https://9to5mac.com/wp-content/uploads/sites/6/2026/10/switch-to-safari.jpg?quality=82&strip=all&w=1600
Apple launches new campaign promoting Safari's benefits over Chrome, highlighting its power, privacy and performance advantages. The campaign aims to encourage users to switch from Chrome to Safari on their Macs.

Leaving Tech

https://ryanbigg.com/images/og.png
You're stepping away from the tech industry due to repeated rejections and mental harm caused by its current state, particularly the emphasis on AI usage. You'll explore alternative options, leveraging your 20-year experience as a developer and remote work expertise.

Show HN: Use your OpenAI subscription to create audiobooks

https://pdftomp3.com/connect-ai/video-guide.jpg
Use your subscription to process the documents. The speech generation is billed by Google or OpenAI.

China Overtakes U.S. For First Time as Top Spender on R&D in 2024

China surpassed the US in research and development spending for the first time, reaching Β₯97.1 trillion, while Japan maintained its third-place ranking with Β₯22.1 trillion.

Cyberattack halts construction of tunnel between Denmark and Germany

https://cdn-cabinet.ua.news/uploads/images/cyberattack_halts_denmark_germany_tunnel_1791903271516.webp?7990340
A cyberattack has halted construction of a Denmark-Germany tunnel under the Fehmarn Belt strait, affecting 2,800 workers and equipment. The attack's cause is unknown and may be linked to hybrid warfare amid rising threat levels from Russia.

Character.ai Files for Bankruptcy

https://platform.theverge.com/wp-content/uploads/sites/2/2025/09/ROB_H_BLURPLE.jpg?quality=90&strip=all&crop=0%2C0%2C100%2C100&w=2400
Character.AI, a chatbot startup, is selling its assets to Disney after years of legal challenges and safety concerns. The company filed for bankruptcy and listed estimated liabilities between $50 million and $100 million as part of the proposed sale.

Show HN: SolidCraft – Open-Source Parametric CAD in Rust (With MCP Support)

https://raw.githubusercontent.com/bherbruck/solidcraft/main/docs/screenshots/demo-0.6.gif
SolidCraft is a parametric CAD software that allows users to sketch, constrain, and build solids with a timeline feature. It supports various features like extrude, revolve, sweep, loft, fillet/chamfer and shell.

How to engineer an AI harness for game development

https://cdn.blot.im/blog_bceb40b92fea4cb981fda87bd5169c58/_image_cache/ea931f86-2331-475a-8fcb-6a69f7a1ffd3/harness.jpg
The author shares their experience using Large Language Models (LLMs) in game development, highlighting the challenges of working with non-code elements and the need for a more deterministic approach. They propose harnessing LLMs to create a "black box" architecture that separates simulation from engine logic, enabling faster iteration and impact assessment.

A Visual Intro to Complex Numbers

https://substackcdn.com/image/fetch/$s_!BhkI!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb57c9fc-6ef3-4151-998f-55a25ff16c56_536x193.png
The article discusses complex numbers, which were initially seen as impossible square roots but turned out to be a natural extension of the real number system. Complex numbers are pairs of real numbers that can be represented geometrically in a 2D plane and have unique properties like rotation and scaling.

Crypto thieves sell hardware wallets with secret eSIM

https://heise.cloudimg.io/v7/_www-heise-de_/imgs/18/5/1/8/1/2/7/4/shutterstock_1024243558-b3f662aaa6c2c616.jpg?func=bound&height=1200&org_if_sml=1&q=85&width=1200
Ledger's hardware wallets have been compromised by intercepting seed phrases, allowing attackers to access users' cryptocurrency funds. Over 300 affected wallets totaling $93 million in losses have been identified, with Ledger advising buyers from a suspect dealer to move their holdings.

Threat of AI share crash puts world financial stability at risk, says IMF

https://i.guim.co.uk/img/media/e66d4b83821641865a2b61c557a735880c9734e0/936_0_4064_3251/master/4064.jpg?width=465&dpr=1&s=none&crop=none
The IMF warns of a potential AI share price crash that could put global financial stability at risk due to high valuations and debt. The report highlights the interconnected nature of big tech stocks, growing leverage, and circular financing arrangements as factors contributing to the elevated risks in the system.

AWS Lambda Web Functions

https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2025/03/05/micawal.jpg
AWS Lambda Web Functions allows developers to run standard HTTP web applications on Lambda without rewriting code, with automatic scaling and billing. It offers a new form factor alongside existing Event Functions and MicroVMs, designed for different programming models.

The Dock on Mac, from OS 10 to macOS 27

https://cdn.jim-nielsen.com/blog/2026/macos-dock-history.jpg
The user researched macOS icon design history and created a graphic of dock designs over the years to spark their writing idea. They aimed to preserve and archive this visual resource for future reference.

NAZA: Netanyahu orders identification and prosecution of film's interviewees

https://i.guim.co.uk/img/media/ad22f1b6a2f1da8a981a117334dee03072d5cb3b/0_0_4500_3000/master/4500.jpg?width=445&dpr=1&s=none&crop=none
Israeli Prime Minister Benjamin Netanyahu ordered the prosecution of soldiers and officers featured in documentary NAZA for harming Israel's diplomatic and security interests. The film, which details Israel's mass killing of civilians in Gaza, has been met with threats from the Israeli government against its directors.

Were software engineers blue-collar workers all along?

https://ptrbrynt.com/social_previews/posts/were-we-blue-collar-workers-all-along.png
Software developers may be reevaluated as skilled tradespeople, requiring years of practice to master their craft. This shift could help them adapt to technological changes and find new value in a changing industry landscape.

DishwasherBench – Can Frontier Models Stack a Dishwasher?

https://raw.githubusercontent.com/composo-ai/DishwasherBench/main/apps/web/screenshots/16-suggested-spots.png
DishwasherBench is a browser-based game simulating real-world dishwasher loading and benchmarking language models. The game, called Spotless, uses rigid-body physics to model the loading process and scores players based on cleanliness of items loaded.

OpenAI finds recording device in one of their offices

https://pbs.twimg.com/tweet_video_thumb/HUiTCtCXsAAZh7x?format=webp&name=large
A sophisticated recording device was found in an office, linked to a specific employee who was terminated. The FBI is investigating and the company's security program helped identify the threat before any data breaches occurred.

Worlds more habitable than Earth?

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A plea not to use uv-build

The author is concerned about the use of uv-build as a build backend in Gentoo due to its size, Rust dependency, and portability issues. They argue that the benefits do not outweigh the drawbacks for building pure Python packages.

Denmark set to allow return of 'physical force' in school

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Show HN: How Random Are You?

https://lab.specr.net/rigged-draw/og.jpg?v=5f807115
Say numbers out loud as randomly as you can. Before each one, a predictor in your browser seals its guess, and a split-flap board shows how far ahead of chance it gets.

BB(10) > Graham's Number

https://opengraph.githubassets.com/1478ad79baf71c459b0602395aacbefeeaafd24aee645c2471054f20d428d032/jeff87654/busy-beaver
A machine n1 beats the BB(10) champion by changing one transition and adding two states, with a score of about f_(Ο‰+1)(T), where T is the value of the BB(8) record. The proof uses Coq to verify all rules and shows that n1 outscores previous machines in the hierarchy.

Vi Hart's Big Navier-Stokes Post

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Where is all the new, good software?

https://www.natemeyvis.com/static/og-image.png
AI is improving software quality, but its adoption is limited due to various factors. Many people don't adopt new software often, and businesses' processes haven't been accelerated with AI yet.

A Book That Will Never Be Read

https://forbetterscience.com/wp-content/uploads/2026/09/image-9-e1789640435452.png
MichaΕ‚ WΓ³jcik, a former neuroscientist, exposes AI-generated or stolen content in peer-reviewed papers published by major publishers like Springer Nature and Elsevier. He shares his findings on LinkedIn and Bluesky, highlighting cases of "AI-slop" in publications such as "Nanocomposites for Sustainable Wastewater Treatment".

Document Review with Unsiloed and TypeSafe Jev

https://www.unsiloed.ai/blog-assets/unsiloed-jev/cover.png
An extraction pipeline can read a value correctly but still pass bad data downstream, and using Jev with Unsiloed helps check for OCR failures and general mistakes. The code combines extracted values with context to decide which fields need review after sending a request to the TypeSafe API.

Show HN: Spotatui, a Spotify TUI/GUI without web API rate limits

https://raw.githubusercontent.com/LargeModGames/spotatui/main/.github/spotatui-logo.png
Spotatui is a terminal-based music player written in Rust, offering various sources including Spotify, local files, Subsonic/Navidrome, Internet Radio, YouTube and Qobuz. It features real-time audio visualizer and supports multiple playback queue management.

Show HN: XY Music Notation

Follow playback Loading score…Internal piano Β· Optional external MIDI Β· FreePats CC0

Americans Trust in Federal Government Sinks to New Depths

https://imagekit.gallup.com/fusion/tr:n-emd_art_heroimg_md/POLL/b775b3f7-dc6e-40cb-8c7a-b58cfb516f84.jpg
Public trust in the US government is at a low point, with only 33% of adults having great or fair trust in the executive and legislative branches. Trust levels vary by party, with Democrats showing little change and independents experiencing significant declines.

Show HN: Parsimony – an open-source benchmark for how much code AI models add

https://parsimony.lasu.dev/og.png
Existing benchmarks don't account for code quality, while Parsimony measures AI model's code addition. Models that write more code tend to solve more tasks, but agent usage also affects output.

Scientists wonder: Is my AI stealing my ideas?

https://static.scientificamerican.com/dam/asset/2d2cb012-db85-4856-a514-84292386e378/surveillance-from-AI.jpg?m=1791817128.409&w=600
Scientists are using large language models from companies like OpenAI and Anthropic, but concerns arise about data sharing and potential misuse. Researchers must carefully review account settings to ensure their safety when using these models.

Strengthening our defenses against distillation attacks

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Anthropic has strengthened its defenses against distillation attacks on its model Claude, reducing data harvested by 90-99%. The company's measures include controlling reasoning access, blocking extraction attempts, and making repeated attempts difficult.

AI models may soon self-replicate without access to data centers

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Recreational Programming

https://www.cphiri.dev/logo.png
Programming for the joy of programming itself - not for work, not for money, not for external requirements. "The goal isn't to become any of these programmers. It's to remember why you started coding and keep that curiosity alive alongside your career."

AlphaNIST

AlphaNIST uses reinforcement learning to teach robots contact-rich assembly tasks without human demonstrations. A single policy learns how to complete 20 diverse assembly tasks through vast amounts of experience and binary task rewards.

The Four Colour Theorem: The first time machines mogged mathematicians

https://substackcdn.com/image/fetch/$s_!6YjH!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F77a6dbc1-c704-4ace-aaab-b7cb12cb1e1c_1414x964.png
Mathematicians Kenneth Appel and Wolfgang Haken solved the Four Color Theorem in 1976 using a computer, sparking debate about the validity of machine-made proofs. Some mathematicians rejected the proof due to its reliance on computers, while others accepted it as a significant breakthrough in mathematics.

Launch HN: Consus (YC F24) – LLM gateway for companies handling sensitive data

Sorry

Show HN: Pulse Local, a Mac budgeting app whose AI models run on your machine

https://pulseos.finance/_next/image?url=%2Fimages%2Fpulse-local%2Fhero%2Fgarden-paper.webp&w=2048&q=75
Pulse Local is a budgeting app that keeps user data on their machine, with no server storage or cloud syncing. It offers features like plans, rules, and cash flow forecasting through its chat-based interface.

Software engineers don't get to be Luddites about AI

Software engineers are upset about AI replacing their jobs, but they should not be the ones complaining. They have a history of automating tasks and putting people out of work.

Zero to Calc in Six Days: Inside XBOW's Chrome Full Chain

https://xbow.com/labs/research/zero-to-calc-in-six-days-inside-xbow-chrome-full-chain/opengraph-image-1q7wo1?1f45bbb454869b37
A Chrome full-chain exploit was discovered and rewarded with a $250,000 prize under Google's Vulnerable Reward Program (VRP). The chain combined three vulnerabilities: a V8 compiler bug, an animated-WebP decoder bug, and a memory-safety bug in Crashpad.

Show HN: Deslop – Oxlint rules for AI-generated TypeScript

https://opengraph.githubassets.com/320809f9a3d59b1b31c22f91118c6915546ec9c71b42fdfe01c985fa47f1ef74/maharshi365/deslop
The Deslop plugin is used alongside Oxlint for code linting, with the vendored source licensed under MIT. It flags adjacent assertions in test files and reuses results without fixing them.

Now that information is free, what's a college campus for?

https://commonedge.org/wp-content/uploads/2026/10/Image-1_IILM-Gurgaon-University_Render-Courtesy-of-Gensler--1000x430.jpg
India is building more universities and expanding existing campuses despite the rise of online learning, driven by a growing need for strategic business and health-centric training disciplines. These new campuses are being designed as hubs for belonging, mentorship, wellbeing, identity, and serendipity to foster community and intentional interaction among students.

Maybe a better way to track the release history of a Git repo

https://pic.blog.plover.com/TOP.jpg
The author proposes a new way to store deployment history in Git, using unnamed but related Git objects instead of thousands of tags. This approach allows for efficient and easy access to release history, making it useful for rollback and other operations.

Physical Intelligence API Beta: Frontier Models for Every Robot

https://website.pi-asset.com/api/actor-daytime-cropped.jpg
The Pi API beta provides a simple way to adapt robotic foundation models for various tasks and environments through a hosted gateway. Developers can upload data, fine-tune models on managed compute infrastructure, and access fine-tuned models via the API for inference.

Nearly all 19 car brands send driver data to third parties (Northeastern/CR)

https://news.auravision.co/car-is-spying/card.png
A study found nearly all modern cars send driver data to third parties, including ad companies. Many car owners are unknowingly sharing their location and driving habits with banks, insurers, and lenders without consent.

Teach My Little Sister How to Drive

https://clan.fastly.steamstatic.com/images/45771014/6c1faec59bb3f78185be2bee11f63849dd88e6ca.png
The game update addresses issues with errors, slow responses, and player frustration while introducing new features like facial expressions for the sister character. The team is working to improve conversation quality and resolve technical problems affecting players worldwide.

The Art of Dithering and Retro Shading for the Web

https://assets.maximeheckel.com/images/blog/dithering-examples.png?w=3840&q=100
The author built a custom post-processing effect for their personal website, incorporating 3D work and showcasing shader and WebGL skills. The effect combines dithering, quantization, and pixelization to achieve a retro look reminiscent of old CRT displays.