Part VIII — LLMs

Mechanism, alignment, sampling, tools, evaluation, promotion governance, and the domain tax.

Each chapter is a proof step: orient → assemble angles → foreshadow → compress. Watch for culmination boxes and “thread ahead” clues that point later in the series.