The proof layer for machine intelligence

Certainty, at the price of a guess.

Verification costs more than the claim it checks. So almost nothing is checked.

We broke the economics. Mathematics first, everything consequential next.

01 The long tail The field proves what is famous. We prove the other ninety-nine percent, because that is the only thing a verifier can generalise from.

02 The economics Orders of magnitude less per proof. Cost is not a detail here. It is the whole reason that tail is reachable at all.

03 The compounding Every proof leaves verified traces and hard reward. We train on our own output, and the cost falls again.

04 The people IMO medalists, Stanford PhDs, researchers who have already built state-of-the-art verifiers at a tenth of the cost.