Help Us Build The Library
A call to build the universal knowledge substrate that AI needs and humans deserve.
Recent Posts
Your AI Already Has a Concept Space. You Just Can’t See It.
Why structured beliefs activate LLMs more precisely than prompts ever could — and what that means for the future of AI knowledge.
Keep a Diary
You should keep a diary.
The Sawtooth: Why Your AI Forgets Why It Believes Things (Revised)
This is a revised edition of the original Sawtooth post from February 2026. The core observation is unchanged — context compaction destroys justification cha...
Metaprogramming With Beliefs: Treating Knowledge About Code as Data (Revised)
This is a revised edition of the original Metaprogramming With Beliefs post from March 2026. The original described analyzing a 15,000-line codebase with 785...