Lesson Plans

• TokensExplainer

  Five interactive explainers on what actually happens inside a transformer: tokens and vectors, attention, MLPs, and how interpretability research reads the result.

  interpretabilitygpt-2

• Entropy

  The arrow of time, from macrostates and microstates to why memory only runs one way — and how order comes out of disorder anyway.

  physicsthermodynamics

• 5 Stories We All Told

  How the same stories have been told and retold across civilizations, from Sumerian clay tablets to sacred scripture — and what changed, and what endured.

  mythcomparative literature