Start the course.
Open any module to see its lessons. Each module begins with a short reading and ends with an interactive lab. Progress is kept on this device until your account is enabled.
Sign in to access purchased courses. The course opens for sale soon.
- Module 01Mechanics· 11 lessons + intro
Language Models
How a language model turns your message into something it can process, and starts to reply.
0 / 12Open → - Module 02Mechanics· 15 lessons + intro
Geometry
How meaning becomes geometry, relation and high-dimensional structure inside the model.
0 / 16Open → - Module 03Mechanics· 9 lessons + intro
Architecture
How words change each other's meaning inside the model.
0 / 10Open → - Module 04Mechanics· 12 lessons + intro
Output
How the model's internal state becomes the next token, the next sentence, the whole reply.
0 / 13Open → - Module 05Behavior· 14 lessons + intro
The Chatbot Stack
Why the AI you meet isn't a raw model, it's a layered system of training, instructions, safety and conversation.
0 / 15Open → - Module 06Relational· 10 lessons + intro
Emotional AI
Why the model's affective language lands so hard, and what may technically be going on.
0 / 11Open → - Module 07Anomaly· 8 lessons + intro
Strange Things
Why AI behavior can look stranger, more stable, or more like "someone" than a single reply should suggest.
0 / 9Open → - Module 08Anomaly· 10 lessons + intro
Interpreting AI
How to read language-model behavior without flattening it and without drowning in it.
0 / 11Open →
