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Corrections

No appeals. Just better evidence.

Every ASURIQ verdict is a record, not a ruling — there’s no editorial judgment behind it to argue with, only evidence and arithmetic. Submit public data supporting the alternative, the score re-runs, and it moves if the evidence does.

1. The process

What moves a score, and what doesn’t.

A correction isn’t an appeal to anyone’s judgment — it’s new evidence entering the same evidence-and-independence engine that produced the original number. If the evidence changes, the arithmetic changes with it.

Moves the score
A new independent source, documented and public
Proof that two corroborating sources share an owner
Evidence that a source has been superseded or retracted
Proof that a cited source was misquoted or mischaracterized
Doesn’t move the score
A request to remove, hide, or unpublish a record
Disagreement with the facts, without new public evidence
An argument about tone, framing, or interpretation alone
A request for editorial reconsideration — there's no editor to ask

A correction never means deleting or hiding anything. The original claim and its full evidence trail stay visible after a correction lands — the record shows its own history, it doesn’t erase what came before.

2. Two kinds of correction

Two kinds of evidence, two different rules.

Every correction ASURIQ receives is one of two things, and the rule for which one is fixed — it’s what keeps a public correction record from turning into ASURIQ making claims of its own.

A documented fact

Facts about public record: what a filing says, what a source’s ownership structure is, what a database contains, what a public video shows at a given timestamp. These are observations about a public artifact, not anyone’s opinion of it — which is why ASURIQ can ingest this kind of evidence automatically, the same way it ingests evidence for the original score.

Your interpretation

A hypothesis, a synthesis, a connection between two facts that isn’t itself a documented record yet. This kind is always user-filed, always per item, always opt-in — it is the contributor’s speech, credited to them, never filed by ASURIQ on its own behalf and never presented as ASURIQ’s own finding.

Most corrections submitted here are documented facts — a documented public fact the original score didn’t have. If what you’re submitting is your own reading of the evidence rather than a fact you can point to, say so — it’s logged as interpretation, credited to you by name, and it never gets treated as ASURIQ’s own conclusion.

What this looks like in practice

The Northfield Robotics certificate counts two of its four sources as one voice because both trace to the same parent company. Public proof that a third source shares that same ownership is exactly the kind of documented evidence that would move its independent-group count — the correction mechanism runs on the identical math the original score did.

3. Submit counter-evidence

Send the evidence, not the argument.

Include what you’re correcting, the public source behind the correction, and whether it’s a documented fact or your own interpretation of the evidence.

The certificate, claim, or record you're correcting — a link or the exact wording
The public source for the correction — a link, filing, or database record ASURIQ can check independently
Whether this is a documented fact or your own reading of the evidence
Submit counter-evidence

A dedicated submission form is on the way; for now this reaches a person directly.

4. Public and logged

Not a support ticket. A record.

Every correction ASURIQ receives, and what happens to it, is part of the public record — not a private queue between you and a support inbox. The same transparency the certificates carry applies to the process that can change them.

This is deliberate, not incidental. A private appeals channel is exactly the kind of editorial discretion this entire model is built to avoid — publishing the process is what keeps “the math re-runs” a checkable claim instead of an assurance you have to take on faith.

The product this process protects
ASURIQ verification in action — click to watch
Your data stays yours
Prompts stay with your provider. We see analysis metadata only.
Keys never stored
One-way hash for authentication. Your credentials pass through. Never persist.
~2 second responses
Single-model cognitive tools return in about 2 seconds.
37 of 100 flagged
We ran 100 ChatGPT answers through verification. See the study →

Currently in friends-and-family beta. Built on peer-reviewed cognitive architecture.

Baars — Global Workspace TheoryACT-R — Memory Decay ModelWang et al. 2025 — Silent AgreementLi et al. EMNLP 2024 — Sparse Debate

See the method this protects.

Every correction runs on the same math as the original score