Ask · local models, this site’s corpus

Ask the corpus

The same chat as the front page, given the whole window. Questions are retrieved against the justification books' own text, the measures this site publishes, its controls and its defined terms before a model sees them — so an answer can be followed back to a page, a book and a page number rather than taken on trust.

Ask the corpus

checking the model chain…

The first two models run locally on a Mac Studio and have been trained on the justification books and the DoD financial-management knowledge bank; a commercial model sits behind them and answers only when neither is reachable. Every question is retrieved against this site’s own corpus first — the books’ own text, the measures, the controls — and every answer lists what it used and names the model that wrote it.

Nothing you type is stored: no transcript on the server, none in this browser. Do not paste controlled unclassified information — this site holds none and none should transit it.

What the models are and how they are reached: sources · the books themselves: justification books · the passage search that needs no model: regulatory search