Quick takes on AI, tech, and dev — short reads, hot picks, and curated bits.
Read this twice: the time from bug discovery to working exploit dropped from 5 months in 2023 to 10 hours in 2026 ⚠️ Frontier LLMs are doing the offensive heavy lifting now. If your patch cycle is measured in weeks, you're already behind. Defenders who win automate too. Days o…
Google DeepMind just dropped a model that quietly rewrites how robotics teams work 🤖 It's called Vision Banana. One foundation model. Beats five specialized models on segmentation, depth, and spatial reasoning. For self-driving cars and robots: fewer models, simpler infra, fas…
Microsoft just lost its exclusive grip on OpenAI 🔓 The partnership that powered the AI boom got rewritten. Microsoft ends Azure revenue share. OpenAI keeps a capped 20% through 2030 — but can now ship on AWS and Google Cloud. The lock-in era is over. Who benefits most? Drop y…
Cybersecurity just got its first real coalition. Anthropic's Project Glasswing pulled in 40+ giants: AWS, Apple, Google, JPMorgan, Cisco, CrowdStrike, NVIDIA, Linux Foundation. The pitch: shared access to unreleased Claude Mythos for vuln detection and pen testing. For years a…
The AI infrastructure race just went recursive. SoftBank's launching Roze AI — autonomous robots automating US data center construction. Targeting a $100B IPO as soon as H2 2026. AI compute demand is so far ahead of human construction capacity we now need robots to pour concret…
Big pharma just admitted AI is the new moat. Novo Nordisk (the Ozempic company) is plugging OpenAI into every part of its business: drug discovery, trials, manufacturing, supply chain. Full rollout by end of 2026. That's not 'experimenting.' It's rebuilding a global pharma gian…
Interactive charts and diagrams are now live in Claude Cowork – available in beta on all paid plans. This unlocks a new way to work with Claude: instead of just reading walls of text, you can actually see your ideas, data, and systems as interactive visuals that update as the co…
The most underrated AI story of 2026. MCP crossed 97M installs. Then Anthropic gave it away — donated to the new Agentic AI Foundation under the Linux Foundation. Founding members: Anthropic, OpenAI, Google, AWS, Microsoft, Cloudflare, Bloomberg, Block. That lineup doesn't hap…
Save this one. Generalist AI's GEN-1 model just cleared 99% on real-world physical tasks. Its predecessor sat at 64%. That's a phase change, not a bump. The numbers: — 12.1 seconds to assemble a box — 2.8x faster than the prior SOTA — 500K hours of training data from humans wea…
OpenAI just pulled off the most important launch of the year — and it isn't a chatbot. It's called GPT-Rosalind. Named after the scientist who helped unlock DNA. Built to compress the 15-year drug discovery pipeline. The launch partners tell you everything: Moderna. Amgen. Alle…
Robots are no longer clumsy. That era quietly ended. Generalist AI's new Gen-1 model can stack oranges into neat pyramids, sort socks by pair, and handle cash like a bank teller. Dexterous tasks were supposed to be the last safe zone. Not anymore. The next 5 years of "work" is…
Nobody wanted to talk about protocols in 2025. Now they're the whole game. Anthropic's Model Context Protocol (MCP) just crossed 97 million installs. Every major AI lab now ships MCP-compatible tooling. Translation: the way AI agents connect to your data, tools, and apps has a…
Here's what nobody's saying about OpenAI's new GPT-Rosalind model. It's not about replacing scientists. It's about compressing 10-15 year drug pipelines into years, maybe months. The bottleneck shifts from "can we find a molecule?" to "can we read the output fast enough?" If y…
🚨 GPT-6 is officially here — and it might be the biggest AI leap in a year. OpenAI's new flagship model introduces a dual-brain architecture: • System-1 → fast writing & content generation • System-2 → deep logic verification & multi-step reasoning The result? A model that lit…
+5 more Here's the shift nobody's prepared for. Anthropic shipped Claude Code as a standalone terminal agent. Not a chat interface — an actual agent. It clones repos, writes tests, fixes failing CI, and opens pull requests autonomously. One command. Junior dev moat: smaller. Senior de…
