Quick answer: what is Claude Duet? Claude Duet is Anthropic’s proactive AI agent, launched as a research preview on October 21, 2026. Instead of waiting for your questions like a regular chatbot, Duet checks your connected apps, sends you a morning briefing, keeps working on delegated tasks in the background on its own cloud computer,…
TorchNeuron Explained: How AWS Made Its AI Chips Speak PyTorch
TorchNeuron is Amazon Web Services’ new open-source software that lets code written in PyTorch run natively on AWS’ own Trainium AI chips with close to a one-line change. Announced on October 19, 2026 and opened as a public beta on October 20, TorchNeuron targets the biggest reason most AI teams still train on Nvidia hardware:…
iPhone Duo Release Date: On Sale Today — Price, Where to Buy and What to Do If Your Store Sells Out
The short version: Apple’s first foldable iPhone is officially on sale today, Friday, October 23, 2026, in more than 70 countries including the US, UK, Canada and Australia. Pre-orders opened on October 16 and shipping estimates slipped to January 2027 within about half an hour, so demand is enormous. Apple Stores have a limited supply…
Onamae Desktop Cloud Hack Explained: 26,739 Servers Affected and Why Traders Are Locked Out
Hackers broke into the infrastructure of Onamae Desktop Cloud, a Japanese VPS provider run by GMO Internet, and installed malicious programs on customer servers. The company confirmed the intrusion on October 20, 2026, said up to 26,739 servers may be affected, and shut down every Desktop Cloud plan starting at 4:00 a.m. local time on…
PHP2Shell: Millions of Exploit Attempts as Governments Take Websites Offline
The short version: Within hours of the October 21 disclosure of two critical PHP flaws known as PHP2Shell, Cloudflare recorded millions of exploitation attempts across its network, with attack volume jumping from thousands to millions in about two hours. Government agencies in the UK, Finland, and Japan took public websites and services offline as a…
Arista VeloCloud Zero-Day (CVE-2026-114625): Read-Only Accounts Can Become Superusers
The short version: On October 22, 2026, Arista disclosed an actively exploited SQL injection flaw in its VeloCloud Orchestrator (VCO), the central management console for VeloCloud SD-WAN networks. Tracked as CVE-2026-114625 and rated 9.9 out of 10 in severity, it lets any logged-in user, even one with the lowest read-only role, escalate to full operator…
Meta Ordered to Pay $25 Billion in New Mexico Privacy Case: What Happened and What Happens Next
On October 21, 2026, a judge in New Mexico ordered Meta Platforms to pay the state $25 billion after a jury found the company had misled Facebook users about the privacy of their data. The case grew out of the Cambridge Analytica scandal, and the penalty is one of the largest ever imposed on a…
Node.js October 2026 Security Update: 10 Vulnerabilities Fixed, Including a Brotli RCE Flaw
Node.js has released security updates for its 26.x, 24.x and 22.x lines, fixing ten vulnerabilities across DNS, TLS, HTTP, crypto and the Brotli decoder. The patched versions are 26.12.1, 24.22.1 and 22.23.4, released Wednesday, October 21, 2026. Four of the ten flaws are rated high severity, and the most serious — a Brotli decoder flaw…
NVIDIA OpenShell Explained: How the New AI Agent Safety Architecture Works
On October 21, 2026, Jensen Huang walked onto the stage at GTC Berlin with a clear message for every company rushing to deploy AI agents: capability and safety have to advance together. The centerpiece of his keynote was the NVIDIA OpenShell Reference Architecture, a full-stack hardware and software design for building, containing, observing, and enforcing…
Google Gemini Business Hub Explained: New AI Tools for Small Business Owners
Quick answer: On October 20, 2026, Google launched a dedicated business landing page inside the Gemini app, giving small business owners a central hub to build their brand, analyze finances, and understand customer insights. It connects to Google Business Profile, Google Ads, Google Workspace, and third-party apps like Shopify, Wix, Canva, Dropbox, Adobe, Zoho, and…