fig. 2.15.2: every system as gate-clean yield against blind-audited quality, with usable per contract as isolines

The number beside each dot is usable cards per contract, yield times quality. The fine-tune: blind 35B audit of 30 gate-passing cards. Other systems: blind cross-model audit of every gate-clean card in the deck, source hidden, read by the project’s Claude agent, a different model family from the 35B that generates; the frontier’s 96% is its 28 gold cards in the first of those audits. Step 5 is 35 of 40 contracts and 33 of 35 cards, so 33 of 40 is the 82.5%. The quality axis is broken below 60%.