living reportas of 2026-10-01

The Integrity Ledger

caughtmissedfixedpublished monthly
sold listings screened0
bulk-lot floods collapsed0
rows flagged disputed0provider or curve disagreement
verified grade rows served0

What our data pipeline caught, missed, and fixed. The pipeline grades itself here, in public, once a month.

The audit record

6 audits
DateSampleWrong-card comps survivingCorrect comps discarded
2026-08-0350 random slabs (first audit)4.3%40.7%
2026-08-0350 random (post-fix)0.88%7%
2026-08-0450 random (third)0.3%1.83%
2026-08-0450 adversarial2.3%—
2026-08-0450 adversarial (post-fix)2%0.4%
2026-08-0450 adversarial, exact-membership1.96%13%

Scroll the table sideways for every column

Audit rows are measured by independent adversarial test runs against production and appended verbatim — the trajectory includes our regressions, because a ledger that omits them isn't one.