Learn from first principles

Maths, Software Systems & AI

First-principles explanations of the mathematics, models, and systems behind modern AI.

Learning

Follow structured paths from first principles to working intuition.

Use practical references for designing, debugging, and maintaining AI systems.

Read essays, notes, and observations on how the field is changing.