CISA widens KEV as edge-system risk keeps climbing CISA expanded KEV with GitLab and Dell vulnerabilities, while researchers detailed large-scale FortiGate compromise activity and a critical Grandstream VoIP flaw.
Gemini 3.1 Pro raises the bar for complex AI work Google ships Gemini 3.1 Pro, OpenAI opens an app platform inside ChatGPT and begins U.S. ad testing, and Anthropic closes a $30B funding round.
Cybersecurity CVE-2026-2329 and the forgotten attack surface in enterprise voice systems Rapid7's CVE-2026-2329 disclosure in Grandstream GXP1600 VoIP phones highlights persistent patching gaps in communications infrastructure.
Cybersecurity FortiGate at scale: what AWS's AI-augmented threat report means for defenders AWS Threat Intelligence reporting on 600+ FortiGate compromises shows how AI-assisted attacker workflows can increase campaign velocity on familiar edge attack paths.
Cybersecurity UNC6201 and Dell RecoverPoint: what long-dwell exploitation teaches defenders Google and Mandiant's UNC6201 findings on Dell RecoverPoint show how attackers convert infrastructure flaws into long-term persistence and lateral movement.
Cybersecurity CISA's KEV expansion for GitLab and Dell marks a new edge-risk baseline CISA's February 18 KEV additions for GitLab SSRF and Dell RecoverPoint show how edge and management systems are driving urgent patch prioritization.
AI Technology Anthropic's $30B Series G and the new capital requirements of frontier AI Anthropic's $30 billion Series G at a $380 billion valuation highlights how frontier AI competition now depends on sustained access to hyperscale capital and infrastructure.
AI Technology OpenAI's ad test in ChatGPT and the trust economics of free AI OpenAI's U.S. ad test in ChatGPT Free turns monetization theory into product reality and raises new questions about trust, controls, and long-term user behavior.
AI Technology OpenAI Apps SDK: from assistant product to platform strategy OpenAI's apps in ChatGPT and open Apps SDK signal a platform strategy where ecosystem depth may matter as much as model quality.
AI Technology Gemini 3.1 Pro and Google's push for high-stakes reasoning Gemini 3.1 Pro shows how Google is targeting complex enterprise and engineering workflows where reasoning quality matters more than chatbot fluency.
Microsoft patches 6 zero-days under active exploitation Microsoft patches 6 exploited zero-days. BeyondTrust CVSS 9.9 flaw under active attack with Feb 16 CISA deadline. VoidLink malware targets Linux cloud. Ransomware groups post 21 claims in one day.
OpenAI's Codex hits 1,000 tokens per second OpenAI's Codex-Spark hits 1,000+ tokens per second on Cerebras' wafer-scale chips. Plus: China's AI labs unleash a Spring Festival model blitz, Samsung ships the first commercial HBM4, and xAI loses half its founding team.
Cybersecurity 21 Ransomware Claims in One Day: Inside the Industrialization of Extortion Eight ransomware groups posted 21 victim claims in a single day on February 12. With Qilin claiming 1,115 victims in 2025 and attacks up 30% year-over-year, ransomware has become an industrial operation.
Cybersecurity VoidLink: The AI-Built Malware Framework That Speaks Cloud-Native VoidLink is a modular, Zig-based Linux malware framework with eBPF rootkits and container escape capabilities — and it was built with AI assistance in under a week. Here's what defenders need to know.
Cybersecurity BeyondTrust CVE-2026-1731: When Your Privileged Access Tool Becomes the Breach A CVSS 9.9 unauthenticated RCE in BeyondTrust Remote Support and PRA is under active exploitation. We examine the attack chain, timeline, and what this says about the growing risk to privileged access management tools.
Cybersecurity Microsoft's February Patch Tuesday: Six Zero-Days and a Fire Drill for Every Windows Shop Microsoft's February 2026 Patch Tuesday fixed 59 vulnerabilities including 6 actively exploited zero-days. We break down each zero-day, what's being exploited, and why this month's patch cycle is anything but routine.
AI Technology xAI's Cofounder Exodus: What Losing Half Your Founding Team Means Six of xAI's 12 cofounders have left in less than three years. With a SpaceX merger and a potential $1.5T IPO looming, the departures raise hard questions.
AI Technology Samsung Ships HBM4: The Memory Breakthrough AI Has Been Waiting For Samsung's first commercial HBM4 chips deliver 2.7x the bandwidth of HBM3E. Here's what the new memory standard means for AI hardware and who benefits most.
AI Technology China's Spring Festival AI Blitz: From Robots to Video to Open Source Alibaba's RynnBrain, ByteDance's Seedance 2.0, and Zhipu's GLM-5 all dropped during Lunar New Year. A look at what China's AI labs are building -- and open-sourcing.
AI Technology OpenAI's Codex-Spark and the Cerebras Bet: Why 1,000 Tokens Per Second Changes Everything OpenAI's first custom chip partnership delivers real-time AI coding at 1,000+ tokens per second. Here's why the Cerebras deal matters more than the speed number.
Newsletter OpenAI and Anthropic drop models minutes apart Anthropic's Claude Opus 4.6 and OpenAI's GPT-5.3-Codex launched within minutes of each other. Plus: OpenAI's new Frontier enterprise platform, big tech's $650B AI spending shakes markets, and OpenClaw's viral AI agent becomes a security nightmare.
Deep Dive OpenAI Frontier: The Bet That AI Agents Are the New Employees OpenAI quietly launched Frontier alongside GPT-5.3-Codex — an enterprise platform that manages AI agents like employees. Here's what that actually means.
Deep Dive Big Tech's $650 Billion AI Bet: Why the Market Flinched Big tech plans to spend $650 billion on AI infrastructure in 2026. Wall Street lost $1.35 trillion in a week. The math behind the market's panic.
Deep Dive OpenClaw's Security Crisis: The First Disaster of the Agentic AI Era OpenClaw racked up 150,000 GitHub stars before anyone checked the locks. 12% of marketplace skills were malicious. The first real disaster of the agentic AI era.
Deep Dive Anthropic and OpenAI's Dueling Model Drops: A Deep Dive Anthropic and OpenAI released competing frontier models 15 minutes apart. Here's what each one actually does differently — and which one fits your workflow.
