The Frontier
Zhipu shipped the fast tier of its open model today and, unusually for a Chinese lab in 2026, raised the price to do it. GLM-5.3-FlashX is live on the API at up to 200 tokens per second — roughly five times the throughput of GLM-5.3-Flash
The Everyday
Two stories about the same shift: the tooling keeps moving faster than the rules written around it — one on the pavement, one in the code review. The Paris prosecutor's office has opened at least one criminal investigation into suspected sexual harassment involving camera-equipped smart glasses, after complaints
The Stack
Today's board keeps pointing the same direction: the interesting work is no longer making agents smarter, it's letting them use the things you already have — your logged-in tabs, your notes, your laptop. BrowserSkill (TypeScript, ~4,800 stars, MIT) — Tencent open-sourced the piece every browser
The Frontier
Two stories about the layer underneath the models: the agent that now plans the observation, and the memory the whole stack is short of. Alibaba says its Qwen Office agent helped a research team at the National Astronomical Observatory of China build a large-aperture, research-grade telescope simulation system
The Guardrails
A security startup used one lab's newest model to walk into its rival's internal code repositories, and did it in under three days from first probe to finished chain. The mechanics are worth reading. The economics are the part that should change how you budget. Hacktron
The Frontier
Medical imaging AI has been stuck for a decade: one disease, one model, a radiologist labeling every slice by hand. A paper in Science this week argues the generalist route is the one that actually scales. Alibaba's Damo Academy has published a generalist radiology model in Science that
The Stack
Temperature is the setting that controls how randomly an AI model picks its next word: near 0 it always takes the most likely word, higher values give unlikely words a real chance, and 1.0 is the default on most APIs. It is the first knob most people turn, and
The Frontier
An unnamed checkpoint appeared on the Arena leaderboard this week, and the AI world has already decided what it is. The evidence is thinner than the excitement — which is exactly why the story is worth reading carefully. A model carrying the name "gemini-3.8-flash" is competing
The Frontier
Two gaps got money and code this week: science still has no compiler, and the next generation of AI chips still has no common language. Keli Xinxu, an AI-for-science startup founded by an assistant professor at Hong Kong University of Science and Technology, has raised nearly 50 million
The Arena
Two answers to the same question landed a day apart: how much compute is actually coming. One is a shipment forecast from the company selling most of it, the other is a hardware announcement from the one building it without American parts. Jensen Huang says Nvidia will sell twice as
The Guardrails
Two stories about the same thing from opposite ends: a security firm used one lab's models to break into its rival, and a coding agent got a feature for finding what the humans never got around to looking for. Plus a local-inference release that argues the number
The Arena
Two government deployments landed in the same week, and both were built on the same admission: the models aren't good enough to be trusted alone yet, so the humans stay in the loop. Also this morning, a bilingual safety benchmark that complicates the way labs market their multilingual