Knowledge
Guides, primers & reading paths
From first principles to the frontier. Free to read, built to be a starting point you can build on.
PrimerTransformers from first principles
What attention actually computes, built up from nothing — no prior deep-learning background assumed.
12 min read
GuideHow to run a reproducible experiment
A practical checklist for experiments others can actually re-run — the difference between a result and a rumor.
9 min read
Reading pathA reading path into alignment
A curated route from 'why is this hard?' to the open problems on the frontier — in a sensible order.
7 min read