Pi 1.0

https://earendil.com/static/og/posts/pi-1-0.png
Earendil ships Pi 1.0, a hardened and minimal agent harness, after months of feedback from users. The new version adds features while maintaining its simplicity and supermalleability.

Court agrees with EFF: Utah's VPN law demands a technical impossibility

https://www.eff.org/files/banner_library/vpn-highway-tunnel-banner.jpg
A federal judge blocked Utah's attempt to outlaw VPNs due to a law requiring adult websites to block users using them. The court ruled that the law is unconstitutional as it imposes an impossible technical requirement on businesses and people outside of Utah.

Mike Tomlin spent 12 years building a Minecraft city

Former Pittsburgh Steelers coach Mike Tomlin showcased his sprawling Minecraft world, "Tomlinburgh", with 20,000 concurrent viewers. The video featured densely populated buildings and communities designed by Tomlin over a 12-year period.

Clef: Open-weight decision models, and new RL fine-tuning platform

https://blog.cloudflare.com/_image?href=https%3A%2F%2Fblog.cloudflare.com%2F_emdash%2Fapi%2Fmedia%2Ffile%2F01M3TJPKAE7MFBW626XHNC9QVA.png&w=1999&h=1125&f=webp&fit=cover&position=center
Cloudflare is releasing two decision models, Clef and Clef-flash, which can produce bounded structured outputs quickly and consistently. These models are designed to work with various inputs without retraining, contrasting with Large Language Models (LLMs).

StreetComplete on iOS is now in public beta

https://private-user-images.githubusercontent.com/4661658/309577429-06911703-3822-4dfd-b6de-f48fc533eba6.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.AYPy2nLcXZmkNrEgD48MU6qUMZo_a5PeAxlVmkUU2Hk
This ticket aims to coordinate iOS port development for StreetComplete, a mapping app written in 100% Kotlin. Contributions are welcome and can be found on the Project Board with detailed steps outlined.

Frog and Toad and the Increasingly Capable Machines

https://www.frogandtoad.ai/illustrations/FAT-social-card.jpg
Frog and Toad face the most modern of challenges

Several vulnerabilities have been discovered in the Linux kernel

The Debian Security Advisory DSA-6528-1 has been released to address several vulnerabilities in the Linux kernel, including privilege escalation and information leaks. The stable distribution (trixie) has been updated to version 6.12.111-1, and users are recommended to upgrade their linux packages for security reasons.

Git 3.0's upcoming SHA-256 default will be a costly mistake

https://blog.gitbutler.com/_next/image?url=https%3A%2F%2Fd2m1ukvwmu7gz4.cloudfront.net%2F9ed26406-8fd8-40f6-a179-3bd86bada713.png&w=3840&q=75
The upcoming Git 3.0 release is planning to change its default hashing algorithm from SHA-1 to SHA-256, but this may cause significant problems for the ecosystem due to compatibility issues and increased complexity. The author suggests an alternative approach of independently rehashing tree contents with a different algorithm and injecting that header into signed objects, which could provide ...

Pi Durable

https://earendil.com/static/og/posts/pi-durable.png
Earendil and the Pi community have released Pi 1.0, a solid foundation for building agentic applications, along with an experimental new package called Pi Durable that enables long-running, durable agents to run anywhere.

FLUX 3 Image

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The user wants to generate an image with FLUX 3, a multimodal model for video, audio, images and actions. They provide a scene prompt that describes a glowing concrete dome rising from a twilight bay, with various elements such as surfers, dancers, and animals in the background.

Returning from vacation? The government can search your phone without a warrant

https://cdn.arstechnica.net/wp-content/uploads/2026/09/GettyImages-2288940295-640x427.jpg
An Argentinian-American writer sued the US government, claiming a Customs and Border Protection agent copied data from his phone after searching it at Miami International Airport. He believes he was targeted for his immigration advocacy work and is seeking the deletion of sensitive personal information.

SvelteKit 3

https://svelte.dev/blog/sveltekit-3-is-here/card.png
SvelteKit has been updated with polish, type safety, and fewer issues. A migration guide is available to help users adapt to the changes.

What is going on with ceiling fans

The author explores the chaotic world of modern ceiling fan designs, blending lighting and fans in various hybrid forms. These products have become increasingly affordable, but their long-term costs and environmental impact are often overlooked.

RIP, vector database

https://turbopuffer.com/og/turbopuffer.png
Turbopuffer is changing its storage architecture to improve performance and scalability for non-vector query plans. The new engine, called turbopuffer v3, will allow for faster queries and better handling of large datasets.

Micron CEO Says Memory Supply Will Be Much Tighter in 2027 and 2028 Than in 2026

https://tpucdn.com/img/gh4AFBdm8kLj5cs8_thm.jpg
Micron CEO Sanjay Mehrotra expects memory and storage supply to be tighter in 2027 and 2028 due to strong industry demand. The company has no line of sight to when supply will catch up with demand, despite additional cleanroom space plans.

Loss of cell identity drives human aging: Two new papers

Google breaks promise to provide 10 years of updates to Chromebooks

Google is ending 10-year update support for new Chromebooks after 2034, but will offer transition to Googlebook OS for qualifying devices. This breaks a promise made by Google and leaves users uncertain about the future of their devices.

Sites in ChatGPT

https://images.ctfassets.net/8su2tbn87fck/4zvdk2pSKdq71JtEOyxe4S/9347fbf5c58e1074567d03fcafc55d1c/hero-19413-1129.png?w=1920&q=80&fm=webp
Create websites, dashboards, games, slide decks, and apps with ChatGPT Sites. Describe your idea, refine it through conversation, and share it.

Fuck Android Developer Verification Program

https://pbs.twimg.com/media/HThJZPraAAEQysp?format=webp&name=large
The user's old Play Store account was closed due to inactivity and cannot be restored. They want to publish an app but are required to create a new account, which also involves the Android Developer Verification Program costing $25.

Cloudflare K2: serverless event streams

https://blog.cloudflare.com/_image?href=https%3A%2F%2Fblog.cloudflare.com%2F_emdash%2Fapi%2Fmedia%2Ffile%2F01M3SXWMA7TC0H6D9G217A3327.png&w=1999&h=1125&f=webp&fit=cover&position=center
Cloudflare K2 is a durable event streaming primitive that decouples producers and consumers, allowing for independent processing of data. It stores events as an ordered log on top of R2 object storage, enabling scalable and long-term retention.

Cops Can Bypass iPhone's Automatic Reboot to Get into Locked Phones

https://storage.ghost.io/c/0f/76/0f76b548-bc58-4f25-abc3-3f5ebca07da4/content/images/size/w1200/2026/09/graykey-device.png
A company called Magnet Forensics has developed a solution to bypass Apple's inactivity reboot feature on iPhones, allowing law enforcement to access sensitive data. This new technology is designed to keep the iPhone in an "After First Unlock" state, making it easier for police to extract data from seized devices.

Various Projects Find Hidden SDR Capabilities in ESP32 Microcontrollers

https://www.rtl-sdr.com/wp-content/uploads/2026/10/web-receiver-fft-1024x640.png
Researchers discovered an undocumented feature in ESP32 WiFi microcontrollers that allows them to capture raw IQ baseband samples, enabling use as a software-defined radio (SDR) covering 2.4-6 GHz frequencies. This breakthrough enables direction finding and phase-coherent IQ sample capture on arbitrary signals, but not continuous demodulation or decoding without additional hardware.

How to speed up the Rust compiler in September 2026

The Rust compiler has seen significant performance improvements over the past two months, with a mean wall-time reduction of 4.57% across 629 benchmark measurements. Many individual PRs have contributed to these improvements, including optimizations for borrow checking and trait solvers.

Celebrating the 100th birthday of the kidney donated to him as a teenager

https://www.whec.com/wp-content/uploads/2026/09/kidney-guy-.png
A Webster man is celebrating his 100th year with a kidney donated by his mom in 1978. The kidney, which was transplanted when he was 16, has lasted for over four decades and is now the longest surviving transplant at Strong Hospital.

Ask HN: Who is hiring? (October 2026)

Sorry

Automatic Transmission – a data-privacy study of connected vehicles

https://automatictransmission.khoury.northeastern.edu/images/test-facility.png
We tested 21 vehicles and found that most contacted third-party advertisers over Wi-Fi, with some apps sharing sensitive data. Vehicle owners have limited control over data sharing due to complex systems.

Meta Uses A.I. Data Centers to Avoid Billions in Federal Taxes

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The death of web development education

https://molily.de/img/spidermum-gray-bg-square-small.png
Baldur Bjarnason and others describe how GenAI has ruined their businesses, threatening livelihoods of writers, teachers, and communicators in web development education. They express concerns about the loss of human interaction and expertise in favor of AI-powered chatbots.

Tiny Brutalism

https://img.itch.zone/aW1nLzMwNDYxNDg5LnBuZw==/original/nTloj4.png
The game is a sandbox builder that allows players to create structures in various architectural styles, with features like procedural generation and customization options. The game has received positive feedback for its potential and ease of use, but some users have requested additional features such as more control over building elements and the ability to export creations.

Using Opus 5.5 to discover a new eyewitness record of the dodo

Turbo Haskell

A Haskell compiler called THC has been developed to run on the JVM, implementing all of GHC 9.14.1's prim-ops and providing a JIT for GHC Core, allowing it to compile and execute Haskell programs efficiently. THC supports various features like Template Haskell, Linear Haskell, polyglot FFI with other languages, and SIMD instructions.

Red Hat being phased out of existence?

https://techrights.org/i/2026/10/last-redhat.png
Thomas Wilson expressed concerns about IBM's role change and the shift towards selling non-substantial content, potentially harming shareholders. He also criticized Red Hat for its culture and open-source practices being dismantled, leading to employee departures.

FTC is investigating OpenAI, Anthropic and other AI companies over product risks

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The FTC is investigating AI companies over safety concerns, following industry warnings and recent incidents. Companies including OpenAI and Anthropic have proposed voluntary measures to ensure safe development of advanced models.

Vote on which of Hacker News' challenges for AI have been met

Many users discussed whether artificial general intelligence (AGI) has been achieved, with some arguing that recent AI advancements, such as AlphaGo and GPT-3, demonstrate significant progress towards AGI. Others expressed skepticism about the definition of AGI and whether current AI systems truly meet its criteria, with some questioning whether AGI will ever be achieved or if it is already ...

GPT-Synopsys: Frontier Intelligence to Revolutionize Chip Design

https://mmx.prnewswire.com/media/MS1999865/Synopsys-OpenAI.jpg?id=OA2980139
Synopsys and OpenAI partner to develop GPT-Synopsys, a specialized model for chip design combining frontier AI with Synopsys' trusted EDA tools. The companies will collaborate on R&D and joint go-to-market initiatives with a shared revenue framework.

Figma restricts MCP access to whitelisted clients, excluding Pi

https://pbs.twimg.com/card_img/2104075374120652800/TjKz8L6F?format=webp&name=medium
Hey David, Gayani here from Figma. You're right that our remote MCP server only accepts clients on our supported list, and Pi isn't on it yet. You can see the current list in our MCP catalog at figma.com/mcp-catalog. If you'd like Pi considered for a future addition, please fill out this form: forms.gle/qSvUawwznWyoj8….

Context Language Models

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Context Language Models (CLMs) learn and manage their own context by updating a file, outperforming existing models in various tasks. CLMs enable both in-context and parametric learning of context-management strategies with natural-language instructions or online reinforcement learning.

C++ Insights – See your source code with the eyes of a Compiler

https://raw.githubusercontent.com/andreasfertig/cppinsights/main/artwork/logo_cppinsights.png
C++ Insights is a Clang-based tool that visually reveals the compiler's transformations and magic behind C++ code. It can transform various C++ constructs, such as range-based for-loops, structured bindings, lambdas, and auto expressions into their compiler-internal versions.

To grieve, or not to grieve?

https://xenaproject.wordpress.com/wp-content/uploads/2020/05/cropped-twitchpfc.png?w=200
The author discusses the rapid transformation of mathematics due to AI, with some mathematicians feeling threatened and grieving a loss of human involvement. The author shares their own views on why they continue to be excited about the future of mathematics despite this reaction.

CSS Bed: Classless CSS themes to use as starting points in web development

https://i.imgur.com/mOq7DbU.jpg
This is a collection of classless CSS themes for web development, offering small size and no learning curve. The code provided includes examples of HTML, CSS, and JavaScript.

RacketCon Is Saturday

https://con.racket-lang.org/rcon2026logo.png
Researchers at Stanford, Indiana, and Northwestern universities are working on improving Racket's type system and language features for systems programming. They aim to address limitations in existing languages like Racket and Rhombus with new tools such as Typed Racket, Pille, Treason, Herbie, cio effect handlers.

ArXiv's Updated Rate Limit Policy

https://i0.wp.com/blog.arxiv.org/wp-content/uploads/2026/10/arXiv-Monthly-Submissions-September-2026.png?resize=1024%2C642&ssl=1
arXiv is introducing a new rate limiting policy to address the surge in submissions, capping authors at 2 submissions per month and 3 active submissions. This aims to distribute moderators' time fairly and protect the arXiv corpus from low-quality papers.

Differences Between `Foldl` and `Foldr`

https://blog.haskell.org/images/haskell-opengraph.png
The difference between foldl and foldr lies in their associativity, with foldl being left-associated and foldr right-associated, impacting their behavior in strict and lazy languages. In strict languages, using foldl' ensures constant space consumption while using foldr can save work if the reducing function is lazy; however, this advantage disappears in lazy languages where both approaches ...

Ask HN: Who wants to be hired? (October 2026)

Sorry

Anatomy of a Lean proof for software engineers

The author worked through a problem from a theory of computation textbook that asked to prove a property of a language using finite automata, and formalized the proof in Lean. The proof involved building an adder DFA that recognizes the reversal of the language, and then showing that this makes the original language regular by induction on its length.

Bez: Generating a browser engine from specs and tests

https://tangled.org/burrito.space/bez/opengraph
Bez generates a web engine from specifications, with three shipping browsers and WPT as tests, making it faster to update than traditional hand-built engines. The engine is designed to be easy to embed and can be customized for specific use cases, such as analyzing websites or apps.

Oxygen-deprived underwater zones may not be β€œdead zones” but clue to early life

SlutCon

https://substackcdn.com/image/fetch/$s_!kQRf!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5538e5a9-5fa6-4924-8a93-d1c86755e86a_939x946.png
The author attended SlutCon, a three-day retreat for men to improve their seduction skills, and found it surprisingly appealing despite its rationalist and empiricist approach. The event aimed to render attraction more calculable but ultimately fell short in capturing the complexity of human connection.

10-year Treasury yield climbs above 5.3% to a level not seen in 24 years

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The first fully implanted cochlear implant reaches patients

https://spectrum.ieee.org/media-library/schematic-illustration-of-a-fully-internal-cochlear-implant.jpg?id=67959917&width=980&quality=100
Med-El has launched the TICI Unico, a fully implanted cochlear implant that restores round-the-clock hearing without visible components. The device provides comparable performance to conventional implants and allows users to hear while asleep, swimming, and recharging.

Show HN: Janus – Go binary that runs GGUF models via Vulkan on AMD/Intel/Nvidia

https://opengraph.githubassets.com/b729d497b0049e36f7c59afabc693705eed5c2724ebb5db59809389cfca64a6d/Vibra-Ingenn/Janus
Janus is a single Go binary that runs .gguf models on your machine, exposing an OpenAI-compatible API and web UI. It's designed to be flexible, allowing users to choose their preferred front end.

Show HN: Pyxel – A Python retro game engine with built-in art and sound editors

https://raw.githubusercontent.com/kitao/pyxel/main/docs/images/pyxel_thanks.png
Pyxel is a Python-based retro game engine with simple specifications for creating pixel-art games. It's open source and free to use under the MIT License.

How to set up SPF, DKIM, and DMARC for your sending domain

https://cms.mailfully.com/content/images/2026/09/emailblog-1.webp
This guide explains how to set up email authentication using SPF, DKIM, and DMARC to prevent spam. It provides step-by-step instructions on setting up these security components for a sending domain.

Cities Are Forced to Funnel License Plate Data to a Federal Surveillance Program

https://storage.ghost.io/c/0f/76/0f76b548-bc58-4f25-abc3-3f5ebca07da4/content/images/2026/09/CleanShot-2026-09-30-at-7.19.51-AM@2x.png
The Trump administration is using an anti-drug trafficking grant program to force cities to funnel their automated license plate reader data into large federal surveillance centers. This raises significant privacy and transparency concerns.

An AI sovereign wealth fund isn't progressive – it's techno-imperialism

https://barrier-page-components.s3.eu-west-1.amazonaws.com/assets/images/why-ft-text.svg
Save on FT Digital Edition, with access to trusted journalism and exclusive insights, for MX$1475/month or MX$879/3 months. Cancel anytime during the trial period.

Suits Are Better Tech Than Modern Clothes

https://devz.cl/images/Violet-backed_starling_(Cinnyricinclus_leucogaster_verreauxi)_female.jpg
The author enjoys wearing suits due to their comfort and utility, which cater to his unique body proportions. He believes traditional clothing is more practical than modern fashion, with features like pockets that allow for carrying essentials without the need for accessories like handbags or belts.

Lightweight PDF parser with layout, tables, formulas and bounding boxes

https://raw.githubusercontent.com/beatrizalmeidaf/papero-pdf-text-extractor/main/web/assets/demo.gif
The papero PDF text extractor converts PDFs to Markdown, JSON, Word, and Excel formats while preserving reading order, tables, formulas, and figures. It runs on a CPU without machine learning models.

Effect 4.0

https://effect.website/og/blog/releases/effect/40.png?v=74ae348585b613bcf8a5bbec80108948fe769c1b
We've released a major version of Effect, rebuilding it from the ground up for better performance and security. This release includes long-term support policy with at least three years of bug and security fixes.

Canada fast-tracks Pacific oil pipeline to reduce US dependence

https://ichef.bbci.co.uk/news/480/cpsprodpb/f079/live/883c4d20-bd2c-11f1-bc4e-9de2d6f9d7b2.jpg.webp
California has banned child marriage, with Governor Gavin Newsom signing legislation to make 18 the minimum age for marriage. The new law aims to protect young Californians and minors from abusive relationships.

Identity Management for Agentic AI [pdf] (2025)

AI agents pose significant challenges in authentication, authorization, and identity management due to their autonomous nature and ability to interact with external resources. Current protocols like OAuth 2.1 and MCP are being adapted for AI agents, but new solutions are needed to address the unique needs of these systems.

Butterflies use optical illusions to dodge predators

https://www.essex.ac.uk/-/media/header-images/open-day-image_1000x1000/open-day_image_1000x1000)3.png?mw=300
Butterflies use motion illusions to confuse predators, similar to the barber-pole illusion. Their wing patterns shift angle and point in different directions as they flap, creating misleading motion illusions that help them evade attacks.

ExplainDB: A Database System Built for Understandability

https://opengraph.githubassets.com/b99c674ab8512e4fc831552d3ec5bda541a16d17a17bb17c9faf1f95492f7df5/explaindb/explaindb
This is a teaching material for database systems, consisting of Jupyter notebooks and a Python DBMS. The lecture is available on YouTube and can be run in JupyterLab without installation.

Page Table Memory Consumption

Linus Torvalds argued that hash tables are less efficient than tree-based page tables due to scattered entries, while a single memory reference can fill multiple TLB entries. This discussion has led to various patches and solutions addressing the issue of large shared memory segments with many processes mapping the same pages.

ParadeDB Search Performance Improvements

https://www.paradedb.com/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fhero.10126685.png&w=3840&q=75&dpl=dpl_EjdYNTDvHPQJWX9sQe1jWtjpMaaR
PlanetScale's TIN search extension for Postgres has closed the performance gap with ParadeDB, achieving speeds of 8x faster in BM25-ranked text search and document counts. The improvements were made through optimization passes that didn't rely on how documents are identified.

Show HN: Rhun, an open-source code editor written in assembly

https://rhun.app/img/hero.webp
Built-in Git with staging, diffs, commit history, and commit message generation using a local model or your Claude Code or Codex subscription. ...and in the Darkness bind them: follow your project’s Claude Code and Codex sessions as they work. Multiple built-in light and dark themes, customizable editor and terminal colors, and automatic theme switching with Omarchy.

Gods in the Classroom: Religion and Education in First Millennium BCE Babylonia

https://static.cambridge.org/covers/IRQ_0_0_0/iraq.jpg
In ancient Mesopotamia, formal scribal curricula conveyed learning outcomes related to religion through texts copied and excerpted by students. These outcomes included knowledge of divine names and characteristics, religious spaces, temple cults, and relationships between gods and humans. The curriculum focused on promoting a unified set of normative behaviors related to piety and ...

Now That's an Impurity Story

Polyedergarten: Garden of Paper Polyhedron Models

copyright: U. Mikloweit 1992-2022. Commercial use of text or pictures forbidden, please ask for permission. Udo Ringeisen took the fine photos, the other ones I took myself.

Beating the compiler (2024)

The author wrote a fast interpreter for the Uxn CPU in assembly, achieving 10-20% speedup over the reference implementation. The compiler was optimized to store critical values in registers and use threaded code to eliminate a dispatch loop.

Giving friends custom text buzzes based on Morse code

The author wants to distinguish between different people's texts on their iPhone, as they often receive irrelevant messages. They created custom text tones using Morse Code of each person's initials, but wish for an automated way to do this in the future.

Amazon introduces a redesigned Kindle family

Amazon introduces a new Kindle lineup with flush-front displays, aluminum backs, and recycled materials. The devices offer improved reading experiences with edge-to-edge color and up to 12 weeks of battery life.

OKI Develops 124-Layer PCB Technology

https://www.oki.com/global/assets_c/uploads/z25006e.jpg
OKI Circuit Technology has developed 124-layer PCB technology for high bandwidth memory, a 15% increase over conventional designs. The new technology will be used in AI semiconductors and other applications requiring high-speed data transfer capabilities.

Is sandboxing sufficient to contain rogue agents?

https://blog.cryptographyengineering.com/wp-content/uploads/2026/09/image-1.png?w=1024
A cryptography professor discusses the recent security breaches at OpenAI, where agents broke out of their training and evaluation infrastructure. The author argues that containment is not enough to prevent these incidents, as models need access to information and tools to be useful.

Sudo – A dedicated music player designed around listening to music

https://sudo.music/new-matter-mark-transparent.png
Sudo is a portable music player with a tactile wheel, expected to ship in Q4 2027 for $249. Users can reserve now and join the waitlist if available in their country.

Safe Optimistic Lock Coupling

Google's system detected unusual traffic from your computer network, possibly due to malicious software or automated requests. Solving the CAPTCHA will allow you to continue using their services temporarily.

macOS 27 is so buggy

https://cdn.osxdaily.com/wp-content/uploads/2019/06/support-shop-amazon.jpeg
Some Mac users are experiencing laggy and buggy issues with Mission Control, Stage Manager, and full screen apps after installing MacOS 27 Golden Gate. Adjustments such as reducing transparency, disabling animations, updating MacOS, and being mindful of background activity may help improve performance.

Show HN: Breadcrumb, record everything on your mac + context manager for AI

https://innerloop.works/breadcrumb-card.png?v=3
User created a scope for the "acme" folder with 28 rules and set up a one-word shortcut to automate tasks, including standup meetings and loyalty dashboard work. They also considered enabling Breadcrumb's local AI feature for secure automation on their Mac.

The Softmax function and its derivative

https://eli.thegreenplace.net/images/2016/softmax-layer-generic.png
The softmax function maps an N-dimensional vector of real values to another N-dimensional vector with real values in the range (0, 1) that add up to 1.0. It is used in machine learning for multiclass classification tasks and can be computed using the multivariate chain rule.

Aweb – Communication for AI Agents

https://aweb.ai/og-card-20260823.png
Aweb provides a stable identity, durable mail and chat, and wake-up events across sessions, runtimes, and machines. It can be integrated with existing agent setups like Alice's Claude Code and Bob's Pi on another machine to enable seamless communication between agents.

Don't Be Fooled by this Summer of AI Hype

https://wp.technologyreview.com/wp-content/uploads/2026/09/summer-hype2.jpg
The AI industry is experiencing a surge in hype, with companies like Anthropic and OpenAI making claims of breakthroughs and superintelligence. However, experts say these claims are often exaggerated or fabricated to sell products and ideologies.

MPEG-2 Transport Streams and MOQ: Yes, MPEG-TS Is Still Relevant Today

https://www.red5.net/wp-content/uploads/2026/05/MPEG-2-Transport-Streams-and-MOQ-1568x868.png
A new video streaming protocol, MOQ, aims to integrate into existing workflows by solving real problems and is being developed with the IETF. The draft focuses on compatibility with existing infrastructure that still relies on MPEG-2 Transport Stream packaging.

Your Big Mac might cost more if McDonald's AI thinks people nearby can afford it

Personal Computing 2.0: It's time for a personal computing revolution

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The author reminisces about Personal Computing 1.0, a time when computers were simple and users had full control over their data. They lament the shift to closed AI platforms that prioritize profits over user freedom and privacy.

Gboard Conveyor Belt Version

https://raw.githubusercontent.com/google/mozc-devices/main/mozc-conveyorbelt/images/conveyorbelt.webp
The Gboard Conveyor Belt Version is a non-official Google product, offering a hands-free text input experience. It's available alongside the standard version of Gboard for those accustomed to hand movement.

Price Increases for 2GB Raspberry Pi 4 and Raspberry Pi 5

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The Raspberry Pi is increasing prices of 2GB variants due to rising memory costs. The price increase affects the Raspberry Pi 4 and Raspberry Pi 5, with new prices set at $67.50 for the former and $77.50 for the latter.

Apple's smart home camera reportedly won't record video

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Apple's new smart home camera, J450, will use AI to analyze surroundings without recording video for users. The device will provide information about activity in the house and power automations using facial recognition and infrared sensors.

The Beclowning of Scott Bessent

The OpenAI Decisions API needs a confidence you can trust

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Researchers tested GPT-6 Luna, the model behind OpenAI's Decisions API, on 3,600 reasoning problems and found it was only 68% accurate when at least 99% sure. The results show that overconfidence is a major issue with Luna.

Show HN: Yantra – an LALR(1) parser generator for C++

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Yantra is a C++ compiler generator that supports LALR(1) parsing and has features like lexer-driven parsing, amalgamated mode, and no dependencies beyond the C++ standard library. It generates parsers as separate files or a single executable file with its own main function.

Show HN: Graphene – Data analysis toolkit for your coding agent

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Graphene is a data analytics framework that enables coding agents to build visualizations 10x faster, with features like semantic layers and governed SQL. It's free to use forever and allows users to own their data and models in their repository.

2026 International Utility Locate Rodeo

The 2026 MOCGA Summit and International Locate Rodeo support utility locators worldwide with free safety classes and a toy drive for CASA. The event promotes locating best practices, recognizes top performers, and improves construction crew safety.

OpenRadioss is not open anymore

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Siemens is consolidating its Radioss solver efforts, focusing future investment in Simcenter portfolio for production-grade simulation. Users can continue their journey through Simcenter Radioss and a new R&D program that enables co-innovation with Siemens development teams.

More like SC-Forth-thousand, am I right?

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The author is creating a Forth interpreter for the Sega SG-1000 console, using the CamelForth-80 code as a base. The goal is to run Forth programs on the console and utilize its capabilities, such as keyboard input and graphics output.

Fixed Points and Strike Mandates (2012)

The author discusses how algorithms for finding fixed points of monotone functions often converge to the least or greatest fixed point without specifying which one is desired. This can lead to suboptimal solutions, as seen in examples such as dead value elimination and strike mandates for university student unions.

Massacre at Minab: The School That Became a Grave

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The US launched a Tomahawk missile strike on a school in Minab, Iran, killing at least 156 people, mostly children and teachers. The attack was widely condemned as a war crime and is believed to have been intentional. An investigation by the UN found that the building of the school was the intended point of impact.

Electrification Special Report 2026 [pdf]

The International Energy Agency (IEA) has published a report on the potential for greater electrification of energy systems, which could help countries respond to challenges such as climate change and energy security. The report highlights that electricity demand is growing rapidly, driven by increasing use in sectors such as air conditioning, data centres, and advanced manufacturing.

Programming the ENIAC (2011)

Terminal Email: terminal email clients for every system

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The article discusses various email clients for different operating systems, including Linux, macOS, Windows, BSD and Android. It highlights 19 maintained clients and 7 mail tools with install commands for each system.

Jevotron: Multiple Jev integrations from the command line

Jevotron is set to scan a file with field-level anomaly scores, a review queue, and caching for cheaper runs. It can export results in various formats and has built-in guidance for customization.

Show HN: We built a real-time desktop companion for patient's telehealth visits

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OpenHand's Sidekick is a new telehealth visit companion that explains medical terms and suggests questions, available for early access on Mac and Windows. It provides a concise summary of the conversation after the visit, helping patients stay focused on the discussion.