The name is the button.

An agent writes the code now, and a human thumb hovers over Accept all a hundred times a day. The honest question of this decade is what, exactly, you just accepted. So I read the diff.

Eight years as a backend engineer in Stockholm, back in Tokyo since 2023, and I still ship something small most nights, usually badly. My one rule: the only real review of a model is the thing you built with it. That is why there is no leaderboard on this site.

Around a hundred and forty sources come through — the labs' own posts, the papers, the tools, the runtimes and languages nobody is watching yet, the chip under the demo, and the newsletters people actually forward. What is moving gets counted so the week reads at a glance, and every few days I explain one mechanism in plain words.

A story here is a headline, a short excerpt, one image and the link to whoever wrote it. We never reproduce the post; the images belong to their authors. A post written in Japanese appears in Japanese, exactly as it was published, and the link goes to the original.

— Yuki Halvorsen, Tokyo

← Accept All Archive

GitHub Trending (daily)GitHub

trycua/cua

October 9Work

Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation. https://cua.ai Give AI agents computers they can use.

Chips & compute Research

Read at GitHub Trending (daily) ↗

One letter a week, in your inbox.

Latest

trycua/cua

Related

LabsAccelerating Spatio-Temporal Attention for Video Diffusion on TPUs Google Developers Blog

SiliconScaling Decision Optimization to 100 Million Variables and Beyond with mPDLP in NVIDIA cuOpt NVIDIA Technical Blog

ToolsOptimizing Jagged Flash Attention with TLX: The Road Toward SOTA FA4 on Blackwell PyTorch Blog

SiliconQualcomm’s System Level Architecture in the Snapdragon X2 Elite Chips and Cheese

SiliconEfficient MoE Training for Biological Foundation Models NVIDIA Technical Blog

VoicesMoving Beyond RAG with Precomputed Context Software Engineering Daily