Primary source
The original, authoritative document behind a claim (the enacted law text, the official journal, the model card, the provider's documentation), as opposed to a secondary summary that reports on it. A regulator's speech, a press release, or a blog post describing a future rule is not itself a primary source of an obligation, however official it sounds; only the enacted, codified text is, so trace a regulatory claim past the announcement to the actual statute or rule before treating it as verified.
Defined in 6 GAGE programs, which carry 11 distinct definitions of it. The wording above is taught in Certified AI Governance Professional (CAIGP).
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.
The original, authoritative document behind a claim (the enacted law text, the official journal, the model card, the provider's documentation), as opposed to a secondary summary that reports on it. A regulator's speech, a press release, or a blog post describing a future rule is not itself a primary source of an obligation, however official it sounds; only the enacted, codified text is, so trace a regulatory claim past the announcement to the actual statute or rule before treating it as verified.
The actual legal text (an Official Journal publication, a statute), the actual regulator decision or published opinion, or the actual research artifact (a paper's methodology and data, reproducible code) that a claim ultimately describes, as opposed to any summary, translation, or commentary about it.
The original research paper, technical report, or direct account from the researchers themselves describing a claimed result, as distinct from a secondary summary such as a news article or press release, which may compress, simplify, or inflate the original finding.
The original document, recording, filing, or transcript a claim is drawn from, as opposed to a summary, a citation, or an AI-generated restatement of it. The only thing that actually confirms a claim in this topic's verification stage.
An original lab or research output (a model release, a research announcement, a capability tracker) that reports what was actually released or measured before a layer of hype is added; the highest-signal tier of a source set.
Where it is taught
The exact lessons this term appears in. The first module of every program is free with a free account.
- Tracking Emerging AI Capabilities Systematically · Assessment and Continuous Learning, Certified AI Practitioner: Workplace Foundations
- Reading Like a Practitioner · Taking the Controls, Certified Agentic AI Governance Professional (CAAGP)
- Your command tools: the Briefcase, the professor, the dossier you will build · Taking the Data Chair, Certified AI Data Governance Professional (CADGP)
- Reading the frontier honestly: which data-governance news changes your decisions · The Frontier Discipline, Certified AI Data Governance Professional (CADGP)
- Your command tools: the Briefcase, the professor, the dossier you will build · Taking Command, Certified AI Governance Professional (CAIGP)
- Evidence Standards for Policy Claims · The World's Rulebooks, Certified AI Governance Professional (CAIGP)
- Reading the primary source: a model card, a system card, and what they do not say · Staying Current: The Frontier Discipline, Certified AI Governance Professional (CAIGP)
- The weekly frontier hour: a sustainable practice for staying current for a career · Staying Current: The Frontier Discipline, Certified AI Governance Professional (CAIGP)
- Separating signal from theater: which AI news changes your decisions and which is noise · Staying Current: The Frontier Discipline, Certified AI Governance Professional (CAIGP)
- Opposition Research Automation on the Public Record · Prompt Engineering for Strategic Persuasion, The AI Lobbyist: Certified AI Policy Strategist
Where it shows up at work
A definition is where Primary source 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.
Reads bills and rules like a practitioner, compares options with costs and unintended effects, and writes briefs a decision-maker can act on.
3 lessons on this page teach it as a primary outcome.
Knows when to trust, verify, escalate or override an AI recommendation, and stays accountable for the decision.
One lesson on this page teach it as a primary outcome.
Reads and applies content provenance infrastructure: C2PA content credentials, watermarking, machine readable AI labels, and the transparency duties that now require them.
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.
- AI Policy Analystneeds it at depth · 7 open postings this week
- Operations Manager, AI-readyneeds it at depth
- AI Literacy Leadneeds working knowledge
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 Article 14; NIST AI RMF GOVERN; EU AI Act Article 50; C2PA Content Credentials.
One interview question about it
Give me the one-page version of a complex AI policy question, written for a decision-maker with ten minutes.
Asked of candidates for policy analysis and decision-ready writing. 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.
- Legal and paralegal work carries it as work you can show: Memos, briefs and drafted terms are your record.
- Policy, legislative and government affairs staff carries it as work you can show: Briefs, memos and comparisons are your portfolio.
- Recent graduate in law, policy, business or data carries it as a claim to back up: Research and analytical writing from your degree.
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.