Dan Stephens

Room

AI Work Portfolio

Built things, with what is true about each one.

These are systems I built, not proposals. Each page says plainly what the thing does, what has been measured about it, and where it stops. Where a thing is unfinished, private, or has never run against real load, its page says so on the page rather than in a footnote.

Several of these grew out of one method, the presuppositional LLM wiki, and the essays behind them explain why each exists and how it was made.

Who built them, and the licenses behind the clinical judgment in them, is on the resume.