Zone 01
How does AI actually think?
Five questions Matthew asked before building anything, curiosity the only prerequisite.
5 questions →
Zone 02
How do you prove AI did right?
Four mathematical proofs where opinion ends and verifiable evidence begins.
4 proofs →
Zone 03
Build something with me
Five tools from Matthew's daily practice, to work with your own data and keep your receipts.
5 tools →
Reference
Words everyone gets wrong
Sixteen terms said simply, then properly: AI, LLM, Agent, Hallucination, AGI and more.
16 terms →
Origin
How all this was built
One human, one AI stack, seven steps. Here is how this lab came to exist.
7 steps →
The Shoulders
What you were actually doing
Five scientists. Five ideas. The hidden architecture of everything in this lab.
5 reveals →
Project
Build a real webpage with AI
Answer five questions and leave with a working .html file, a cryptographic receipt sealed inside the code.
Start building →