Voxtral 3

https://mistral.ai/_astro/diagram-voxtral-alt_Z2ufcLf.webp?dpl=6ad78eeae2c86aaf57435522
Voxtral 3 is a new family of state-of-the-art speech-to-text and text-to-speech models that enable natural conversational experiences, with support for dozens of languages and complex reasoning. It offers a voice agent SDK that integrates listening, thinking, tool calling, and speaking into a single real-time streaming pipeline.

DeepInfer: High-performance inference framework for DeepSeek models

https://raw.githubusercontent.com/deepseek-ai/DeepInfer/main/doc/images/prefill_pareto.png
DeepInfer is a high-performance inference framework for DeepSeek models, providing offline inference and various optimization features. It can be used on NVIDIA GPUs with specific settings and configurations to achieve large-scale performance.

EMudhra Intermediate CA Compromise

Eight eMudhra intermediate CA certificates have been compromised, potentially allowing impersonation of any website or service. Users are advised to update their browsers and operating systems to the latest versions as soon as possible.

Google open-sources TorchTPU, a native PyTorch back end for TPUs

https://camo.githubusercontent.com/5dd8f8b127ebb9d4b8e81870ade5b9dea014587bc270e5ff7c4984ca8bf88d43/68747470733a2f2f6170692e737461722d686973746f72792e636f6d2f63686172743f7265706f733d676f6f676c652d7079746f7263682f746f7263685f74707526747970653d64617465266c6567656e643d746f702d6c656674
This project provides a PyTorch backend for Google's Tensor Processing Units (TPUs), enabling users to run PyTorch models and operations on TPU devices. It includes custom ATen kernels, compilation cache, and examples for distributed training and model inference.

Apple broke an essential presentation feature of iPads

https://teddysvoronos.com/assets/img/headshot-nav.jpg
The author is frustrated with iPadOS 27's new behavior, which causes multiple apps to interrupt presentations when tapped on. They propose a fix where presenter mode apps always get precedence on the external display until stopped or closed.

Ofcom concedes defeat in 4chan case

https://i0.wp.com/prestonbyrne.com/wp-content/uploads/2026/10/hamster.jpg?resize=650%2C429&ssl=1
Ofcom admitted defeat in the 4chan enforcement case, acknowledging its jurisdiction ends where foreign courts begin. The US court previously ruled that Ofcom's fines may not be enforceable in the US due to constitutional concerns.

Publish fake stats, get cited in LLMs

https://framerusercontent.com/images/56f4qWB2cgNT5LJWoqKf7Khi2ME.png?width=2048&height=712
A person created a fake statistics website with 50,000 made-up numbers and linked to it from various domains, including Shopify and Bluehost, which was then cited by an academic paper and a bank. The site still receives traffic from AI search engines like ChatGPT despite being indexed by Google.

Facebook Pages require paid subscription to post more than two links per month

https://cdn.masto.host/mastodongamedevplace/media_attachments/files/117/473/851/121/967/109/original/2fb667edf9ac327a.png
nginx/1.31.6

How I got over 300 Tor exit nodes removed

https://kaba.cx/img/tor/relayflags-Exit-2026-09-02-2026-10-19.png
A coordinated attack on Tor's exit nodes compromised around 10% of its relays, allowing attackers to intercept SSH connections and gather unencrypted data. The attack was discovered and mitigated by the Tor Project team, but not before it affected a significant portion of the network.

Triplet of 'ghostly' galaxies hints at what dark matter is and isn't

https://www.quantamagazine.org/wp-content/uploads/2026/10/Dark-Matter-Galaxies-cr.several-Lede-scaled.webp
Three galaxies, DF2, DF4, and DF9, have little dark matter and are formed from ordinary matter alone. They were likely created when two regular galaxies collided and the dark matter passed through without interacting with the stars.

Tsrs: A Port of TypeScript to Rust

https://blog.cloudflare.com/_image?href=https%3A%2F%2Fblog.cloudflare.com%2F_emdash%2Fapi%2Fmedia%2Ffile%2F01M5C82VPWPDDZ7P6P0G4H7KB3.png&w=1999&h=1127&f=webp&fit=cover&position=center
Cloudflare and VoidZero are working with Max Schwenk of Owner.com on a Rust port of the TypeScript compiler, aiming to make it faster and more memory-efficient. The goal is to help developers spend less time waiting for code checks without changing the direction or design of the TypeScript language.

JAXA is about to perform a Phobos sample return mission

Advanced coding in low-resource programming languages

https://openai.com/_next/static/immutable/media/lab.44a_dymau51y3.webp
Our latest model advances improve AI's capabilities in low-resource programming languages like COBOL, Fortran, and Visual Basic. The models achieve substantial improvements across both evaluations, delivering much higher accuracy at lower cost for building new software and preserving existing behavior.

IKEA – 3D Guide

https://sael.net/flatpack/og.png
The BILLY bookcase is built from IKEA's manual using 82 pieces of hardware, following the same parts and order as the manual. The 3D model allows users to step through or watch a video of the build process.

2026 is an exciting year for the Rust compiler (and me)

The Rust compiler is experiencing significant developments in 2026, including the implementation of a new trait solver and Polonius borrow checker. These changes aim to improve performance and fix long-standing issues.

My Friend Bob Cringely

The author, Paul Tyma, met Bob Cringely in 1996 after he praised his Java book and they collaborated on a project called "Pronto" to deliver print magazines digitally.

Demographic "doomsday" misses the mark

The prediction of a global population singularity on Friday, 13 November 2026 failed due to historically contingent patterns. The model's failure reveals the dangers of mistaking transient demographic changes for timeless universal laws.

Archive of Our Own

The Archive of Our Own, a fanworks archive, raised $314,539.76 during the October Membership Drive with 7,623 donors renewing or taking OTW membership. The organization's finances are being managed and audited to ensure transparency and accountability.

Hazel (YC W24) Is Hiring

https://bookface-images.s3.amazonaws.com/small_logos/27eb77e66d041fd97b3afe3275e43bfa07c30bf6.png
Hazel is hiring a full stack engineer to deploy and scale its cutting-edge AI for the US government, with a focus on federal procurement. The role requires experience with Python, TypeScript, React, and AWS, as well as security accreditation and deployment in classified environments.

Google Cloud outage affects almost all banking and other operations in Europe

Why do we have so many meetings?

https://www.nber.org/sites/default/files/styles/promo/public/2026-07/2026%20Martin%20Feldstein.png?itok=1jwXEODI
This NBER working paper discusses meetings and their impact, funded by the Research Council of Norway. Authors include David J. Deming and others from Harvard, MIT, and Stanford universities.

MicroG: Free-libre re-implementation of Google's proprietary Android user space

https://opengraph.githubassets.com/6a66c0cee21dac9f570b9e54b98f00abdc127c4eac618fbe42fed87443d076b1/microg/GmsCore
microG GmsCore is a free software reimplementation of Google Play Services for Android, allowing users to reclaim their privacy and freedom. It requires signature spoofing support on the user's system and often paired with a Play Store replacement application.

NixOS is making me less afraid

The author installed FreshRSS on a NixOS server, which has hands-off worked for the past few months with easy deployment and backup.

Launch HN: Respan (YC W24) – Open-source Rust AI gateway built around plugins

Sorry

Nordwand Mono – A monospace font for coders and adventurers

https://raw.githubusercontent.com/tywr/Nordwand-Mono/main/assets/banner.png
A custom font named "Nordwand" is being designed using Python, combining elements from "Univers" and "JetBrains Mono". The font can be customized with metrics like x-height and capital height by modifying the config.example.yml file.

Show HN: Jev Cards, Can you beat a vision model at a picture quiz?

https://jevcards.com/cards/plug-country-uk.png
A user participates in a game with 490 picture cards, racing against Jev's ghost to answer questions correctly within time limits. The goal is to maintain a streak of correct answers before missing one card.

Show HN: Penmentor – Claude marks up your handwritten math like a teacher

https://raw.githubusercontent.com/AbdullahAlhariri/penmentor/main/docs/demo.gif
A user is seeking a tool to help with calculus practice, wanting feedback on their work like a teacher. They found penmentor, an AI-powered tool that provides hints and explanations for math problems.

DeepSeek banned from U.S. federal civilian agencies under new DHS order

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Steam Users Beg for "No AI" Filter as Vibecoders Flood Next Fest

https://assets-prd.ignimgs.com/2023/07/01/steam-blogroll-logos-1663887576752-1673156937925-1688244430676.jpg?width=1280&format=jpg&auto=webp&quality=80
Steam Next Fest features many low-effort games, some generated with AI, prompting users to request a filter for AI-generated content. Users are calling for Steam to add an "AI" tag and allow filtering of such games.

Sixteen Years After Deepwater Horizon, Deep Sea Life Shows Few Signs of Recovery

https://yale-threesixty.transforms.svdcdn.com/production/Deepwater-Horizon-Spill_Wikipedia.jpg?w=400&auto=compress%2Cformat&fit=clip&dm=1792489301&s=aab9b707f44926da21e651642f03787b
A 2010 oil spill in the Gulf of Mexico caused a 60% decline in deep-sea animal populations, including octopus and squid. The study suggests lingering pollution may impair reproduction and survival in these species.