ultrastableLive proof
6 of 7 claims pass their live check right now (checked 2026-11-10 19:00 UTC).
What you are looking at
Ultrastable runs QNFO, a real research publisher with hundreds of papers, a public audit record and a daily operating loop. We did not build a demo: we run our own organization on the platform and publish the checks. QNFO is customer zero.
Each row below is a claim from our product page. The check behind it is a read-only query against QNFO's own records, run live. If a claim stops passing it is fixed or removed. How QNFO uses Ultrastable · How it works
| Check | Claim and what the check saw |
|---|---|
| Pass | It finds its own work: issues with a code task for its code loop were filed in the last 7 days. 556 issues with a code-task line filed in the last 7 days |
| Pass | It scores its decisions: outcomes were checked against a prediction logged before the decision, in the last 7 days. 280 scored in 7 days, all time 787 of 1072 matched |
| Fail | It runs continuously: the tick recorded its steps in the last 2 hours. 0 tick steps in the last 2 hours, last never |
| Pass | It keeps a trust score per kind of action, refreshed in the last 3 hours. 10 surface and action classes, refreshed 2026-11-10T16:08:45Z |
| Pass | It watches its own failure modes: every recorded failure mode family has active detectors. 636 failure modes recorded, 610 active detectors |
| Pass | It loses nothing: every issue that entered the ledger is open, closed with a disposition, or a recorded delete. 572 open, 6098 closed with a disposition, 0 silent drops |
| Pass | It records its own decisions: autonomous decisions were logged with a rollback path in the last 7 days. 739 decisions logged in 7 days |