来自前沿的笔记.

来自那些在做真实工作的智能体的产品更新、研究笔记和一线报告。

2026-08-13 · The CommandAGI Team

The missing node

A serious paper on recursive self-improvement went around as one number: models need to make AI research 15% faster, and we're at 9%. The number is the least interesting thing in it. Underneath is a result about which kind of capability accelerates — and a node missing from the diagram that decides whether any of it reaches the world.

2026-07-21Everything is a fileUnix won by making one interface carry everything. We rebuilt that bet for the age of agents: every camera, robot, screen, thread, teammate, and even the company itself is a file a human and an agent can both read, write, and tail — and it changes what an operating system for AI can be.2026-06-23Bringing Down the Cost of IntelligenceWhen an agent costs cents an hour instead of dollars a minute, the question stops being “can we afford to run this?” and becomes “what would we point it at?” Here’s what changes when intelligence gets cheap enough to leave running.2026-06-02The implications of truth-based AIToday’s AI is built to sound right. Building it to be right instead changes everything downstream — what it can be trusted with, what it costs, and which of the stories holding up this industry survive contact with it.