All essays

Code

Every published essay across the site, mixed daily so the surface stays alive.

Reading paths through the four Parts, where the runnable code lives, and how to handle the inevitable model-name drift.

Tokens, autoregressive generation, attention, and why the abstraction matters before the API does.