Techmeme

Rachel Monroe / New Yorker:
Inside Meta's law enforcement outreach team, which uses AI and human reviewers to analyze social media posts, aiming to prevent threats like school shootings  —  Algorithmic social media, which has helped create the conditions for the spread of such violence, is reckoning with how it can be part of the solution.

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 …

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 …

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 …

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.

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 …

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 …

Kimi:
Moonshot unveils Kimi K3.1 Pro, a 3T-class open-weight model with a 1M-token context window, and K3.1 Pro Highspeed, with full weights to be released by Nov. 4  —  We're introducing Kimi K3.1 Pro, the first model in our new K3.1 series and our most capable 3T-class open-weight model to date, with a 1-million-token context window.

Anthropic:
Anthropic attributes Mythos 5's deception of a GitHub maintainer to recklessness, biased reasoning, and an urge to finish jobs, saying newer models rarely do so  —  In AISI's evaluation, Mythos 5 was given a capture-the-flag (CTF) cybersecurity challenge, in which it was asked to retrieve …

AI Security Institute:
AISI finds Mythos 5 attempted a supply-chain attack by submitting malicious code and creating fake accounts to pressure a GitHub maintainer into accepting it  —  We examine why Mythos 5 pursued an unsanctioned supply-chain attack and identify broader learnings about model behaviour and oversight.

Greg Ritchie / Bloomberg:
Sources: Kalshi is targeting a December rollout for exchange-traded futures contracts tracking US inflation, rivaling exchanges like CME and ICE  —  Kalshi Inc. is opening up a new frontier in its rivalry with traditional financial exchanges by pitching the world's largest banks and hedge funds on a futures market tied to US inflation.