Astra can read and write weights to improve Qwen

https://rikiyat.github.io/blog/weight-space-programming/assets/which_game/breakout.gif
Researchers found that frontier LLMs can read and write neural network weights, a capability known as Weight-Space Programming. This allows them to understand and improve the performance of neural networks without training or gradient information.

Nvidia – open-source auto-ontology

https://raw.githubusercontent.com/NVIDIA/auto-ontology/main/docs/assets/arch.png
Auto Ontology is an open library that builds a context layer for agents to access and analyze data from enterprise metadata, reconciling definitions across systems. It provides a semantic catalog/ontology layer over relational sources, stored in Postgres alongside the catalog it describes.

Toit v2.0.0

Toit v2.0.0 is released after 4+ years of alpha development with over 200 releases, featuring significant improvements and stability. The new version includes a major refactor allowing peripheral APIs to accept pin numbers directly, but more features are planned for future releases.

Katamari Damacy but it's The Met collection

Every single thing in this gallery is a real object from The Met's Open Access collection, at its real size. Start small. Coins, thimbles, netsuke. End with the Temple of Dendur. This is a project by Jay Mollica. Objects: The Metropolitan Museum of Art, Open Access (CC0).

DiscImageStudio: burn visible artwork onto CDs, DVDs and Blu-ray discs

https://raw.githubusercontent.com/JiaFeiMiao-K-Cat/DiscImageStudio/main/docs/images/case1.jpg
Disc Image Studio 是一款 Windows 桌面版和 Linux 和 macOS 的实验性命令行版,可用于生成 CD、DVD 和蓝光镜像,并可将图像转换成符合这些介质物理层约束的数据。

Show HN: Hacker Times, a New York Times-inspired version of Hacker News

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A team at MIT CSAIL reports early experiments with GPT-6 Astra, a language model that can modify neural-network weights without writing a training loop. HackerTube gathered 6,454 YouTube videos mentioned by Hacker News readers over nearly two decades.

Sava Trust (YC F25) Is Hiring a Founding Engineer in NYC

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Sava is building a modern trust company to manage trillions of dollars in wealth, acting as trustee for families. The new entity will be a full-stack, chartered trust company serving banks and lawyers.

Could a modern chess engine on a Pentium have defeated Kasparov in 1996?

https://nicholas.carlini.com/writing/2026/chess/ppro-screen.png
A computer program called Deep Blue defeated chess champion Garry Kasparov in 1996, but a modern chess engine running on the same hardware could beat him. A custom-built engine using Stockfish and adapted to run on 1996 hardware achieved an estimated Elo rating of 3300.

Show HN: Subvocal – Talk to your computer without making noise

Sorry

European RISC-V Industrial Computing Initiative

https://erici.eu/factory.svg
RISC-V silicon has arrived, enabling industrial computers with open interfaces and no single company ownership. ERICI coordinates a reference stack for firmware to operating systems on real RVA23 hardware.

Efficient algorithms, the Exponential Time Hypothesis, and losing the plot

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The concept of efficiency in computer science has been poorly defined, leading to a focus on theoretical complexity rather than practical implementation. This has resulted in confusing and often irrelevant results, with many algorithms being deemed "good" or "efficient" based on arbitrary criteria.

Vathographs: Photographic depth maps as creative expression

https://vathography.com/assets/images/vathography-teaser-photograph.jpg
A new approach to photography called Vathography breaks down a photograph into its volume, allowing for creative control over depth and focus. This method uses Marigold V2's fine detail capabilities to infer depth from a single image, enabling artists to compose with depth and volume in ways previously impossible.

If you love a website, back it up

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A web archiving enthusiast shares tools to preserve favorite websites, including browser extensions and a standalone app, after discovering a beloved anime fansite was replaced with online gambling ads. The author encourages readers to take action and archive their own sites using standard formats like WARC.

US boy names that became girl names and vice versa

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Resisting Cognitive Surrender

https://knlb.dev/essays/.surrender_assets/image-fb9c2dd38f304c90a0782e76f9f1ebb2.png
The author reflects on the trade-offs of using agents in software development, finding a balance between trust and control. They discuss the potential downsides of relying too heavily on agents, including technical debt and loss of mechanical sympathy.

Self-Employed? Solopreneur? NIST Has a Cybersecurity Guide Just for You

https://www.nist.gov/sites/default/files/styles/960_x_960_limit/public/images/2026/04/29/shutterstock_2477030163.jpg.webp?itok=ifYDOnjW
The National Institute of Standards and Technology (NIST) has released a guide for small business owners, specifically solopreneurs, to protect their businesses from cyberattacks. The guide provides actionable cybersecurity basics tailored to the needs of solo entrepreneurs with limited technical knowledge or financial investment.

433MHz TUI scanner: using a FT232H connected to a CC1101

https://blog.jacq.cc/_astro/cover.V1uv2K4k_Z15X8TA.svg
The author used a CC1101 module with an FT232H board to capture and visualize 433 MHz signals from a copy remote, successfully decoding its button presses. The setup avoids microcontrollers and soldering, using Python and SPI for direct communication.

Life with Down Syndrome

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He wears his blue New Balance sneakers and the black socks with the Nike Swoosh on them, camouflage shorts, and a T-shirt. And his G-Shock watch. Always his G-Shock watch, the kind that’s chunked up with cool functions and you can really beat it up. That is one of Gabe’s hobbies: G-Shock watches. With his hands in his pockets, he walks along a curve in the road on his way to the farm shop a ...

Anthropic IPO filing: $1.7B quarterly payroll, about $107K per employee monthly

https://www.techspot.com/images2/news/bigimage/2026/11/2026-11-03-image-7.jpg
Anthropic's personnel costs averaged over $100,000 per employee per month. The company spent more on stock-based compensation than its revenue in 2023 and reported a significant increase in expenses for restricted stock units after going public.

Optical Circuit Switch Technology Built on Low-Loss Silicon Photonics Platform

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PsiQuantum unveiled its Optical Circuit Switching (OCS) technology, a low-loss silicon photonics platform for AI infrastructure. The company's demonstration vehicle shows promising results in switching data efficiently between systems.

Launch HN: Momentic (YC W24) – Agents that catch bugs by using your app

https://momentic.ai/_astro/mo-video-poster.gfla5a2i_8hI5q.webp
Mo tests the app end-to-end to verify critical flows and find bugs, using Momentic's automated testing capabilities. The user flow involves adding terminology, expected behavior, and test guidance to the Knowledge base, running tests against the app with AI-assisted steps and reviewing proposed repairs.

Show HN: Warsaw in voxels – An interactive 3D map of the city centre

https://p.migdal.pl/warsaw-vibe-voxel/preview.jpg?v=5
Central Warsaw in 1 m voxels, built from OpenStreetMap, LiDAR and the city's tree database. Walk around the Palace of Culture, change the date, hour and weather, or possess a pedestrian. Inspired by Minecraft, MagicaVoxel and Dungeon Keeper.

Revolut moves to self-hosted GLM

https://pbs.twimg.com/media/HWJxC2yWEAAWYYO?format=webp&name=large
Revolut moved 2,000 engineers to self-hosted GLM for coding and improved engineering lead time by 70%. The move allowed them to allocate resources more efficiently without rationing tokens.

Shrinking NixOS RAM footprint and resource requirements to the bare minimum

https://lowendspirit.com/uploads/userpics/729/n4VK2S6XTJHE4.jpg
The author successfully optimized a NixOS installation to run on 512MB RAM, significantly reducing memory usage. The configuration involved disabling various kernel modules, services, and features to achieve this goal.

Open-Source 5G Ran Platforms: A Dual Perspective on Performance and Capabilities

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
This paper compares OpenAirInterface (OAI) and srsRAN, two open-source 5G RAN implementations, to evaluate their performance in various scenarios. The study assesses supported features, deployment flexibility and radio resource control setup procedures for different applications like VoD, LS and CG.

Ask HN: Who is hiring? (November 2026)

Sorry

Show HN: I built a little browser game to practice Vim commands

https://hjkl.duy.run/og.png
Pick the skills you want, then make small real edits in a browser Vim editor. Each skill runs two guided edits, two prompted edits, and two independent edits. Any valid edit that reaches the target text passes. Type :help in Normal mode for the current commands.

SLAC researchers find proof of altermagnetism, a new magnetic phase

https://www6.slac.stanford.edu/sites/default/files/styles/centered/public/2026-10/Scans_ESRF_Juin26_2193.jpg?itok=1Lu1FduK
SLAC National Accelerator Laboratory explores the universe's biggest, smallest, and fastest scales to develop new tools and materials. It advances areas like quantum technology and scientific computing to shape a healthier future.

Egoless Mathematics in the AI Era

Mathematicians must reevaluate the purpose of their work in light of AI's development, considering what gives mathematical work its worth and whether truths exist independently. The pursuit of truth should shape intellectual life, not just individual achievements or recognition.

Polyend releases the Tracker firmware source code

https://polyend-website.fra1.digitaloceanspaces.com/wp-content/uploads/2026/11/02162002/tracker-1.jpeg
Polyend is releasing Tracker firmware source code and Community Edition 1.0 on GitHub, allowing users to modify and share their own versions. The update includes new features such as sample editing, effects, and synth engines for the original Tracker and its variants.