We rebuilt the Aurora Commons home page around one law: no bare numbers. A number may appear only inside a sentence that says what was counted, out of how many, when it was checked, and where to verify it.
So the page does not say 0.937. It says: of every 100 facts Graph pulls from text, about 94 are right, measured on its labeled test set on October 15, 2026, and here is the repo to check it in.
The page is drawn as a floor with seven layers rising from it, one for each level of human need, from food and shelter up to trust and meaning. Each layer carries one proof sentence and two links: see it, and check it. The page ends on purpose, and says so. It is finite, because the alternative is the feed.
The research under it is a corpus of 48 published studies, each read at its source, each with its measured finding and its citation, published as data anyone can reuse.
Everything is open source, and anyone can take part in about a minute: verify one listing, check one claim, report one error. Credit is public and proportional. One rule governs the whole thing: raise the floor beneath everyone.
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