Paper discussions, deep dives on your own projects, and the derivations you may be asked to produce.
8h · 6 lessons · 1 challenge
Before this: Attention & the Transformer
Frontier labs and senior roles go deep: pick a paper, discuss it, defend a design choice, derive something on the board. This module teaches paper reading as a repeatable process and rehearses the deep dive on your own work.
The project deep dive is the round candidates most often underprepare, because they assume knowing their own work is enough. It is not — the questions are about the decisions you did not take.
You are the author. The game plays a skeptical reviewer, and every answer earns a sharper follow-up.
Worth 600 XP.
