OpenAI describes an offline cached-web world for training isolated frontier models to browse, search, and use web apps.
OpenAI : OpenAI says it built an “offline world” from cached web content to train isolated frontier models to browse, search for information, and use web apps — In order to work with software, AI models need computing environments: digital workspaces where they can write and run code …
The UK is committing £100M to an AI Biosecurity Lab backed by OpenAI, Anthropic, and Google DeepMind.
Liv McMahon / BBC : The UK plans to invest £100M to create the AI Biosecurity Lab to boost defenses against biological threats, supported by OpenAI, Anthropic, and Google DeepMind — The UK says it will establish a national AI Biosecurity Lab (AIBL) to help strengthen its defences against emerging biological threats.
Andy Jassy says AWS's 2027 capacity is largely sold out and much of 2028 is already spoken for.
Catherine Perloff / The Information : Andy Jassy says AWS capacity for 2027 is “largely sold out” and a “good chunk” of 2028 capacity is also sold, though AWS reserves some capacity for on-demand — Amazon Web Services capacity is mostly booked up through at least next year, Amazon CEO Andy Jassy …
Google clarified that connected-app data shared through Personal Intelligence may be used for ad targeting.
Shimul Sood / Android Authority : Google updates its privacy policy to clarify it could use data shared via Personal Intelligence from connected apps, including Gmail and Photos, to target ads — Your inbox has secrets, and Google's ads might want in. — • … TL;DR — Google updated its privacy policy …
Artificial Analysis places Moonshot's Kimi K3.1 on its Pareto frontier with a 55 intelligence score.
Aikido details HTTP2Shell, an evolution of Node2Shell affecting broad HTTP-library and application stacks.
Mozilla's root-program investigation says eMudhra missed its response deadline and blamed social media.
OpenSSL 4.1.0 is released, a significant update to the core cryptography and TLS implementation.
Apple publishes details of its Security Research Device program for vulnerability researchers.
A hacker leaked 281GB of data allegedly taken from Germany's far-right AfD party.
CVE Tracker provides a focused interface for monitoring newly disclosed software vulnerabilities.
JetBrains introduces ThinkRail, its new AI product.
Astral explains how it is bringing the uv Python package manager and ty type checker together.
rqlite creator Philip O'Toole reflects on twelve years of building distributed SQLite.
This performance investigation tests how close pure functional programming can get to C.
A practical case study replaces a $150k Looker deployment with static HTML files.
An analysis exposes why UUIDv7 timestamps are not strictly time-ordered and other format surprises.
ACM Queue examines techniques for understanding and maintaining software with no source code.
Marc Brooker presents animations that explain distributed-systems and systems-building concepts.
Rune 1.3 adds TypeScript support, a Helix editor, Kitty graphics, and OSC-7501.
OBS Studio 33 ships a major new release of the widely used open-source streaming software.
GrapheneOS reports that roughly a dozen banking apps now explicitly permit the privacy-focused Android OS.
Proton hosts a map of 300,000 Flock surveillance devices despite reported legal threats.
A Show HN project uses AI to build a fully cited wiki from 45,000 Enron emails.
Corgi is a new agent-aware terminal multiplexer demonstrated as a Show HN project.
Bottlecap AI reports Gemma-4-26B-A4B matches accuracy with 39–69% less thinking.
A detailed technical guide walks through AI image generation from diffusion models to agents.
A high-engagement essay assesses whether the current surge in cyber incidents is a lasting new normal.
Cambridge researchers propose collagen-eating microbes as an explanation for gaps in the fossil record.
Thomas Brewster / Forbes : A look at OpenAI's Project Daybreak, which lets vetted partners use its top hacking models to find and fix vulnerabilities and helped uncover PHP2Shell RCE bugs — This voice experience is generated by AI. Learn more. — Using the latest GPT model, cyber researchers …
Toby Sterling / Reuters : The PHP Foundation, which coordinated fixes for two critical PHP flaws, operates on a shoestring budget with one full-time staff member and 14 contractors — The discovery of two serious flaws in PHP this week set off a global scramble to keep websites safe from hackers …
Rocket Drew / The Information : Utopai, an AI film studio that says it has more than 20 projects in the works, raised $60M at a $1B valuation — While much of the AI industry has fixated on new personal AI assistants from Meta and OpenAI, video AI is enjoying a quiet renaissance. Hollywood mogul Jeffrey Katzenberg …
Tom Warren / The Verge : Memo: Helen Chiang, Xbox's first COO, is leaving Microsoft on October 23, just months after the role was created; she spent 21 years at the company — Helen Chiang is leaving Microsoft after 21 years. … Xbox is losing its first chief operating officer (COO) after creating the new role just a few months ago.
Meir Orbach / CTech : Mave, which is developing an AI-driven tool to automate security investigations, raised a $28M Series A led by Red Dot, bringing its total funding to $34M — The funding, led by Red Dot Capital Partners, brings Mave's total funding to $34 million. The company is developing AI …
The Information : Sources: Instacart, currently valued at $12B, is in talks to sell itself and held preliminary conversations with DoorDash and Uber; CART jumps 9%+ — Instacart is in talks to sell itself in a transaction that would cap the grocery delivery app's 14-year run as a standalone company.
Rachel Metz / Bloomberg : OpenAI plans to restrict internet access for its frontier models during training until adequate alignment, monitoring, and security safeguards are established — OpenAI has begun cutting off internet access for its most capable artificial intelligence models during the training process …
Matthias Bastian / The Decoder : Moonshot says it removed cyber-related data from training phases for Kimi K3.1 Pro “to reduce potential misuse risk while preserving general usefulness” — Key Points … Ask about this article... The model scores 55 points on the Artificial Analysis Intelligence Index …
@artificialanlys : Artificial Analysis says Kimi K3.1 Pro lands 4th on its Intelligence Index, behind only Opus 5.5 (max), Sonnet 5.5 (max), and Muse Wonder Full (max) — Kimi K3.1 Pro launches at 4th on the Artificial Analysis Intelligence Index scoring 55, making large gains in agentic performance; it will be the leading open-weights model once its weights are published @Kimi_Moonshot's new reasoning model gains 11 points over Kimi K3 (max, 44). It trails only Cl...
Minsoo Kang / Counterpoint Research : Global PC shipments fell 21% YoY in Q3 to 57M units, as memory and other costs pushed prices up; Lenovo retained its market leadership despite a 23% decline — - Global PC shipments declined 21% YoY in Q3 2026 to 57 million units, as elevated memory and other component costs continued to push up PC prices and constrain demand.
Reuters : Iranian security officials say the country has detailed plans to target undersea communications cables in the Gulf if the US and Israel attack Iran again — Tehran has drawn up detailed plans to target undersea communications cables in the Gulf if the United States and Israel attack Iran again …