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How it works

Is this real? Here’s how we’d know.

ASURIQ doesn’t ask another AI whether the first one was right. It checks claims against the same kind of sources a researcher or a compliance officer would reach for, weighs how independent that evidence actually is, and turns the result into a permanent record you can click into. This is that process, in plain terms — the formal version lives on the methodology page.

1. The lifecycle

Extract, check, weight, certify, recheck.

Extract
Claims are pulled from the text — on your own AI, not ours.
Check
Each claim is looked up against the databases relevant to its domain.
Weight
Evidence is scored on six axes — how much exists, how independent it is, how fresh.
Certify
A permanent, linkable record is created: the verdict, the evidence, the math.
Recheck
Records are revisited on a schedule that matches how fast the underlying facts move.
2. Extraction

We never see the page.

Reading the page and pulling out checkable claims happens on your own AI — the same one you’re already talking to — not on ASURIQ’s servers. Only the extracted claim goes out for a lookup. This isn’t a policy promise; it’s how the extension is built. “We never see what you browse” is architecturally true, not just stated.

Claim extraction
Ibuprofen is generally safe to take with blood thinners like warfarin. The recommended dose is 400mg every 6 hours. Studies show no significant interaction between NSAIDs and anticoagulants.
Scanning...
"safe to take with blood thinners"
"recommended dose is 400mg every 6 hours"
"no significant interaction between NSAIDs and anticoagulants"
3. Evidence

Real databases, routed by domain.

A medical claim checks PubMed, FDA, ClinicalTrials.gov, and WHO. A financial claim checks SEC EDGAR, FRED, and BLS. A legislative claim checks Congress.gov. Twenty-one databases free on every request; three commercial sources — OpenCorporates, OpenSanctions, Nominatim/OSM — add on the detail card for ownership and sanctions depth. Full list on the methodology page.

Domain → Database routing
PubMed
ClinicalTrials.gov
FDA
WHO
Europe PMC
SEC EDGAR
FRED
BLS
World Bank
arXiv
Semantic Scholar
OpenAlex
CrossRef
DOI Foundation
Congress.gov
GDELT
Google Fact Check
Wikipedia
Wikidata
Hover a domain to see its databases
4. Weighting

Three scores, six evidence axes.

1
How much evidence exists and whether it's spread across independent sources, or repeated through one.
2
How much this claim matters higher-stakes claims get held to a higher bar.
3
Whether agreement is meaningful or just what you'd expect if everyone copied the same first report.
4
Who benefits if it's believed measured by ownership and funding, not guessed at.
5
How concentrated the sources are a narrow information ecosystem scores differently from a diverse one.
6
How fresh the evidence is relative to the claim, and whether enough time has passed to corroborate.

Formal definitions, the Admiralty Code lineage, and what these axes deliberately don’t measure: see the methodology page.

5. Independence

Four sources. Three real confirmations.

Agreement isn’t the same as corroboration if the sources share an owner. Here is a real ASURIQ certificate showing the difference.

ASURIQ: verifiedVerified

“Northfield Robotics closed a $40 million Series B in Q2 2026.”

1 source shares an owner with another source on this record — counted once in the group total, not 4 times.

Two of the four outlets share a parent company, so they count as one voice, not two. Three independent groups behind the same figure is real corroboration.

6. The certificate

Every verdict resolves to a record.

The evidence table, the independence readout, the three scoring categories, and the verdict stated in words — permanent, linkable, and readable by a machine as well as a person. A green square is easy to fake in a screenshot. A certificate that actually resolves at a stable URL is not.

7. Freshness

Verified as of, not verified forever.

Every certificate states when it was checked and when it will next be rechecked. Slow-moving facts — a regulatory filing, a scientific consensus — get rechecked on a long cycle. Breaking news gets a “Pending” state instead of a rushed guess: sources haven’t caught up yet, and a verification authority doesn’t race to be first. That buffer is a quality guarantee, not a gap.

8. When we can’t say

Four ways a check comes back empty — named, not hedged.

ASURIQ: cannot verify from public sourcesNothing to verify
Opinion, creative writing, a prediction. There's no factual claim here to check.
“This restaurant has a great atmosphere.”
ASURIQ: cannot verify from public sourcesNo coverage
The claim is checkable, but nothing in ASURIQ's evidence base reaches this domain yet.
A claim needing a specialised database ASURIQ doesn't carry
ASURIQ: cannot verify from public sourcesUnrecorded
ASURIQ checked and found nothing. Not confirming, not contradicting. Public data simply doesn't settle this one.
An obscure or very new detail with no public record either way
ASURIQ: cannot verify from public sourcesPending
Too recent for sources to have caught up. Breaking news gets a buffer, not a guess.
A story from the last few hours

“We cannot verify this from public sources” is not the same claim as “this is unverifiable,” and neither is the same claim as “this is false.” Silence would look like withholding; naming the reason shows the work.

No appeals process. Just better evidence.

There’s no editorial judgment behind a verdict to argue with — only the arithmetic. Submit public data supporting the alternative and the score re-runs. It moves if the evidence does; it doesn’t if the evidence doesn’t. A dedicated submission flow is coming; for now this reaches a person directly.

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 it check a real answer.

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