Claim
A statement within a manifest describing an event in the content's history, such as "generated by [named AI model]" or "edited using [named tool]." Multiple claims chain together, each referencing prior versions of the file as "ingredients," to form a full history rather than a single flattened final state.
Defined in 2 GAGE programs, which carry 4 distinct definitions of it. The wording above is taught in AI Data Governance: The Data Chair.
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 statement within a manifest describing an event in the content's history, such as "generated by [named AI model]" or "edited using [named tool]." Multiple claims chain together, each referencing prior versions of the file as "ingredients," to form a full history rather than a single flattened final state.
A firm assertion backed by stated evidence that could in principle be checked or reproduced, for example a named benchmark score under a named condition. The parts of a card an operator can actually use, once traced to evidence.
A load-bearing promise a file makes about a system, stated as a plain sentence that could be true or false, with the adjectives and reassurance stripped away. Claims can be tested; adjectives cannot.
A governance decision your organization actually made, stated in plain language (for example, "we classified this system as high-risk"). In a dossier, every claim must resolve to real evidence or be disclosed as a gap.
Where it is taught
The exact lessons this term appears in. The first 7 topics of every program are free with a free account.
- Content credentials: provenance for what your AI produces that an outsider can verify · Lineage Under Audit, AI Data Governance: The Data Chair
- Attacking to learn: you red-team a governance file and discover how thin most are · Adversarial Governance, 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
- Assembling the dossier: every artifact, every decision, one evidence file · The Capstone: The Board Audit and Viva, 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.