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 5 GAGE programs, which carry 9 distinct definitions of it. The wording above is taught in AI Governance: Applied Mastery.
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.
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.
The instrument itself, the statute's own text, the regulator's own notice or reply, the framework's own published document, the court's own judgment. The ultimate reference point any claim should trace back to.
Where it is taught
The exact lessons this term appears in. The first 7 topics of every program are free with a free account.
- Tracking Emerging AI Capabilities Systematically · Assessment and Continuous Learning, AI Literacy & Professional Conduct
- Reading Like a Practitioner · Taking the Controls, Agentic AI Governance: Applied Mastery
- Your command tools: the Briefcase, the professor, the dossier you will build · Taking the Data Chair, AI Data Governance: The Data Chair
- Reading the frontier honestly: which data-governance news changes your decisions · The Frontier Discipline, AI Data Governance: The Data Chair
- Your command tools: the Briefcase, the professor, the dossier you will build · Taking Command, AI Governance: Applied Mastery
- Reading the primary source: a model card, a system card, and what they do not say · Staying Current: The Frontier Discipline, AI Governance: Applied Mastery
- The weekly frontier hour: a sustainable practice for staying current for a career · Staying Current: The Frontier Discipline, AI Governance: Applied Mastery
- Separating signal from theater: which AI news changes your decisions and which is noise · Staying Current: The Frontier Discipline, AI Governance: Applied Mastery
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.