The model proposes the prose · the gates decide what ships
four deterministic gates · same input, same verdict
stochastic
language model
proposes a draft
schema
facts
ai-tell
lint
page-fit
budget
ip-guard
no leaks
verdict
ships
clean pass only
any gate fails → sent back, redrafted