Skip to main content

Independent verification

Confirming a request through a channel the account holder locates or already possesses, a number printed on a card, an app downloaded from an official store, a business's own website found by searching rather than by following a link in the request, rather than through any contact information the request itself supplies.

Defined in 4 GAGE programs, which carry 7 distinct definitions of it. The wording above is taught in Senior AI Scam Defense.

How each discipline defines it

The same term does different work depending on who is using it. These are the definitions as each program teaches them, unedited.

Engineering Judgment and Professional Formation

Confirmation of a claim by a party with no financial or professional stake in the claim being true, taking forms such as investigative journalism, independently administered benchmarks, peer reviewed replication, or regulatory reporting requirements. Carries substantially more evidentiary weight than self reported results.

Senior AI Scam Defense

Confirming a request through a channel the account holder locates or already possesses, a number printed on a card, an app downloaded from an official store, a business's own website found by searching rather than by following a link in the request, rather than through any contact information the request itself supplies.

AI Data Governance: The Data Chair

Confirmation of a claim by a party with no stake in the claim being true, using methods (code review, reproduction, audit) separate from the original claimant's own reporting. The defining move that moved Apple's differential privacy claim from an unverified rung 4 statement to a checked rung 3 finding.

The AI Lobbyist: Elite AI Policy Influence Program

Confirmation of a claim by a party with no financial or reputational stake in the claim being true, distinct from a company's own internal testing, self-published case studies, or a paid audit with undisclosed scope. The gold-standard answer to the "verified by whom" question.

Senior AI Scam Defense

The practice of confirming a request for money or personal information through a phone number, website, or contact method the consumer already had before the request arrived, rather than through any contact information supplied by the person making the request.

Where it is taught

The exact lessons this term appears in. The first 7 topics of every program are free with a free account.

Terms it appears with

Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.