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

NVIDIA Technical BlogSilicon

Frontier Reasoning Reaches the Edge: How to Deploy and Optimize Models on NVIDIA Jetson

September 4

Running reasoning and agentic AI at the edge has been harder than it needs to be. Until recently, models capable of multi-step reasoning were too large to run...

Agents & vibe coding Chips & compute Research Agentic AI / Generative AI Edge Computing JetPack Jetson

Read at NVIDIA Technical Blog ↗

One letter a week, in your inbox.

Latest

Frontier Reasoning Reaches the Edge: How to Deploy and Optimize Models on NVIDIA Jetson

Related

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

VoicesMoving Beyond RAG with Precomputed Context Software Engineering Daily

ResearchSOP-Bench: A new benchmark for evaluating AI agents on real business procedures Amazon Science

ToolsOpen-sourcing evals for open-weight agents Cline Blog

SiliconNVIDIA’s Vera Whitepaper Has a Thread Loose Chips and Cheese

ToolsAre Supabase docs agent-friendly? We didn't know, so we checked Supabase Blog