Latest

On the calendar

予定 · Conferences and launch events, this week's stories from each corner of the industry, and what its press is covering — in English

On view

This week, from that corner the newest stories from the corner of the industry you picked

The wire their own posts, translated

How code moves in 2026 from the industry's own reports

Sources

Fetched every three hours, linked to the original

About

Accept All is a magazine, a radar and a diary about artificial intelligence and the craft of code — read from Tokyo, for people who build.

The name is the button. Code is written by agents now and reviewed by a human thumb that hovers over Accept all a hundred times a day; the whole question of this decade is what, exactly, you just accepted. So we read the diff. A magazine, because every week one model, one tool or one idea is worth reading about slowly. A radar, because we count what the labs, the Valley, GitHub and the chip makers are talking about — releases, agents, open weights, compute, funding, rules — and show it as it moves. A diary, because a seal is set each day in that day's colour, and the days add up.

We read the research labs' own posts, the American and European tech press, the Japanese and Chinese developer sites and the newsletters people actually forward, and bring it together in English and Japanese. Everything here links back to the people who wrote it; the images belong to their authors.

Accept All will keep changing. New sources, new signals, new ways of looking — a little better each week, never finished. If something here made you open a terminal, that is enough.

Thank you for reading. ありがとうございます。

← Accept All Archive

Y Combinator (YouTube)Valley

Self-Improving Harnesses, Local Personal AI And YC's Agent For Work | YC Paper Club

September 7

Harnesses get dismissed as just scaffolding, just prompt engineering, and not real research. But that couldn't be farther from the truth. The same model weights that score 30% on ARC-AGI score 95% with a better harness.

Agents & vibe coding Research

Read at Y Combinator (YouTube) ↗

One letter a week, in your inbox.

Latest

Self-Improving Harnesses, Local Personal AI And YC's Agent For Work | YC Paper Club

Related

VoicesNew Paper: Towards a science of AI agent reliability AI Snake Oil

LanguagesModular: How Frontier Coding Agents Built a Video Diffusion Pipeline on MAX Mojo Blog

LanguagesModular: Modular 26.4: SOTA MoE Serving, Model Bringup via Agent Skills, Mojo 1.0 Beta 2 and More Mojo Blog

ToolsClosing the loop: Evaluating and improving Replit Agent at scale Replit Blog

SiliconWhy AI Needs a “Genie Coefficient” IEEE Spectrum AI

ResearchOpenAI’s AI Agents Just Crossed A Line Two Minute Papers