Answers

Plain answers, with the sources attached.

These are the questions buyers ask a model before they ask a firm. Each page states its answer in the first two sentences, separates what is documented from what is inference, and links to the primary source so you can check it. That is the standard we would want applied to us.

Why these exist

Written to be quoted, not to rank.

A page that answers a question completely, states its sources, and separates fact from inference is more useful to a reader and more usable by a machine than a page engineered to rank for a phrase. Those two goals used to diverge. They increasingly do not.

Where a claim here is uncertain, it says so. Where the honest answer is "nobody outside the model provider knows", it says that instead of guessing confidently. We would rather be right and quotable than comprehensive and wrong — and in a market where confident invention is the norm, being checkable is itself the differentiator.

The question these pages do not answer.

What the systems say about your company specifically. That one takes a working session and about a week — and the finding is yours whether or not we go further.

The first call is complimentary — and the finding is yours to keep.