Foundations
The upstream layer of the site: math, theory, philosophy, control, scientific views of intelligence, and the deeper notes that make later systems and essays more coherent.
Start Here
These are the current best entry points if you want the intellectual substrate behind the site’s frontier and engineering work.
AI / ML Course Atlas Across Leading Universities
A structured atlas of public courses across AI, ML, statistics, systems, and frontier research.
Energy as the Universal Organizing Principle
A note on energy as a unifying language across statistical physics, learning systems, free energy, and biological organization.
The Origins of World Models
A compact lineage of one of the most important ideas in modern AI: internal models of the world.
Go To Readings
Use Readings for the upstream source material that later turns into notes, musings, primers, and systems work.
Foundation Library
Browse the current note library. The underlying note pages remain lightweight; this hub is meant to make the overall structure easier to scan.