Challenges

Semi-free architecture and Break It scenarios unlocked by the curriculum.

Build a Mental Model of an LLM

Unlocked

You have the pieces. Assemble one path that turns raw text into a generated next token. When it works, we change one constraint and ask you to diagnose the failure like an engineer.