One Useful Thing: latest AI & code stories

One Useful Thing

20 stories

One Useful ThingVoicesAgency and Agents From the Hugging Face Incident to Twilight Factories

August 31

One Useful ThingVoicesAn opinionated guide to which AI to use to do stuff The Summer 2026 Edition

July 23

One Useful ThingVoicesThe twilight of the chatbots How work changes along the exponential

June 30

One Useful ThingVoicesWhat it feels like to work with Mythos Claude Fable represents another big jump in AI

June 9

One Useful ThingVoicesCo-Existence and the End of Co-Intelligence Also: how pitch a book to an AI!

June 4

One Useful ThingVoicesChoosing to Stay Human If you go to your favorite social media site, you will find it full of posts that start to look suspiciously similar to each other:

May 26

One Useful ThingVoicesSign of the future: GPT-5.5 One impressive step on the curve

April 23

One Useful ThingVoicesClaude Dispatch and the Power of Interfaces We often lack the tools for the job, even if the AI is capable enough

March 31

One Useful ThingVoicesThe Shape of the Thing Where we are right now, and what likely happens next

March 12

One Useful ThingVoicesA Guide to Which AI to Use in the Agentic Era It's not just chatbots anymore

February 18

One Useful ThingVoicesManagement as AI superpower Thriving in a world of agents

January 27

One Useful ThingVoicesClaude Code and What Comes Next With the right tools, AI can accomplish impressive things

January 7

One Useful ThingVoicesThe Shape of AI: Jaggedness, Bottlenecks and Salients And why Nano Banana Pro is such a big deal

December 20

One Useful ThingVoicesThree Years from GPT-3 to Gemini 3 From chatbots to agents

November 18

One Useful ThingVoicesGiving your AI a Job Interview As AI advice becomes more important, we are going to need to get better at assessing it

November 12

One Useful ThingVoicesAn Opinionated Guide to Using AI Right Now What AI to use in late 2025

October 19

One Useful ThingVoicesReal AI Agents and Real Work The race between human-centered work and infinite PowerPoints

September 29

One Useful ThingVoicesOn Working with Wizards Verifying magic on the jagged frontier

September 11

One Useful ThingVoicesMass Intelligence From GPT-5 to nano banana: everyone is getting access to powerful AI

August 28

One Useful ThingVoicesGPT-5: It Just Does Stuff Putting the AI in Charge

August 7

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。