Cold-read test
A specific validation step in which someone unfamiliar with the dossier is handed a named claim and timed on how long it takes them to locate the primary evidence for it; a result under roughly two minutes indicates the dossier meets the outsider-verifiability standard, and a longer result points to a navigation or evidentiary weakness.
Defined in 2 GAGE programs, which carry 2 distinct definitions of it. The wording above is taught in Certified AI Data Governance Professional (CADGP).
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.
A specific validation step in which someone unfamiliar with the dossier is handed a named claim and timed on how long it takes them to locate the primary evidence for it; a result under roughly two minutes indicates the dossier meets the outsider-verifiability standard, and a longer result points to a navigation or evidentiary weakness.
A verification in which a stranger, given the handover pack and a fixed time, must state what the organization runs, what is decided, what is open, and what to watch, without asking questions. It proves the pack was received and is navigable, not merely filed.
Where it is taught
The exact lessons this term appears in. The first module of every program is free with a free account.
- Assembling the dossier: every artifact, every decision, one evidence file · The Estate Audit, Certified AI Data Governance Professional (CADGP)
- The handover: what you now know that no essay could have taught you, and where you take it · The Capstone: The Board Audit and Viva, Certified AI Governance Professional (CAIGP)
Where it shows up at work
A definition is where Cold-read test starts. The lessons above teach it inside the competencies below, which are what job descriptions ask for and what the GAGE credential records. Every link here is drawn from the same careers map that builds a role's readiness check.
Collects, labels and preserves the evidence that a control operated, a decision was made, and a claim can be defended to an auditor or regulator.
One lesson on this page teach it as a primary outcome.
Roles that hire for it
Each role page shows the full competency set, what the seat decides, and a readiness check against your own evidence.
- Chief Audit Executive, AI audit editionneeds it at depth
- Senior AI Compliance Analystneeds working knowledge
- AI Auditorneeds it at depth · 9 open postings this week
- AI Compliance Specialistneeds working knowledge · 1 open posting this week
- AI Program Managerneeds it at depth · 11 open postings this week
- Security Compliance Managerneeds it at depth · 4 open postings this week
How job descriptions say it
Postings rarely use the textbook word. These are the phrases the careers map reads as asking for the competencies above.
Where the frameworks place it: EU AI Act Articles 11 and 12; ISO/IEC 42001 Clause 7.5.
One interview question about it
What evidence would you have ready before an auditor asks about an AI system, and how do you produce it as a byproduct of the work?
Asked of candidates for evidence collection and audit-ready documentation. Answering it in your own words is exactly how a GAGE topic is passed, and the credential records the pass where an employer can check it.
If you come from another field
Some backgrounds already carry this competency, and the readiness check gives credit for it.
- Compliance and regulatory affairs carries it as work you can show: Audit-ready documentation is what you produce.
- Internal audit and IT audit carries it as work you can show: Evidence evaluation is the profession.
- Project and program management carries it as a claim to back up: Decision logs and repositories are familiar.
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.