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

PandailyAsia

DeepSeek Details DSec Elastic Compute: Agentic-Training Sandboxes at ~3M/Day, 380K+ Concurrent

September 24

DeepSeek published a technical report on DeepSeek Elastic Compute (DSec), a production sandbox platform for large-scale agentic training and evaluation, on arXiv (2609.22978) with a September 19…

Models & releases Agents & vibe coding Chips & compute Research

Read at Pandaily ↗

One letter a week, in your inbox.

Latest

DeepSeek Details DSec Elastic Compute: Agentic-Training Sandboxes at ~3M/Day, 380K+ Concurrent

Related

AsiaDeepSeek details DSec sandbox infrastructure for agent training TechNode

AsiaAlibaba reportedly testing QwenBook as a tablet-like agent computer TechNode

SiliconAccelerating Dropless MoE Training in JAX with NVIDIA Transformer Engine NVIDIA Technical Blog

ToolsOpen-sourcing evals for open-weight agents Cline Blog

Voices#490 – State of AI in 2026: LLMs, Coding, Scaling Laws, China, Agents, GPUs, AGI Lex Fridman Podcast

AsiaAlibaba Cloud Unveils Qwen Book AI Agent PC: Skill Keyboard, AI Island Display and Omarchy OS Collab Pandaily