Field checklist
The four-question fast version of the five-question decision test, described in Section 3I, used for a quick loop-ownership read in a hallway conversation or early design sketch rather than a full written analysis. It trades some rigor for speed and is not a substitute for the full test when a decision carries real consequence.
Defined in 2 GAGE programs, which carry 3 distinct definitions of it. The wording above is taught in Engineering Judgment and Professional Formation.
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 short, concrete, practitioner-facing list of judgment checks meant to be applied consistently in real design reviews and go/no-go decisions, as distinct from a technical specification or a compliance document. This topic's Section 3I checklist is an example, designed to be usable under real time pressure rather than only in a classroom setting.
The Section 3P pre-delivery audit that walks a finished talking point through every step of the translation model, the threat-inflation test, and the disclosure check before it leaves the lobbyist's desk.
The four-question fast version of the five-question decision test, described in Section 3I, used for a quick loop-ownership read in a hallway conversation or early design sketch rather than a full written analysis. It trades some rigor for speed and is not a substitute for the full test when a decision carries real consequence.
Where it is taught
The exact lessons this term appears in. The first module of every program is free with a free account.
- Translating Corporate AI Risk into Policy Talking Points · Business and Industry Representation, The AI Lobbyist: Certified AI Policy Strategist
- When to trust a learned policy and when a classical controller must own the loop · Mechanical Intelligence, the Art of Removing Motors, Engineering Judgment and Professional Formation
- Space and underwater robotics and their extreme constraints · Frontier and Future Horizons, Engineering Judgment and Professional Formation
Where it shows up at work
A definition is where Field checklist 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.
Turns technical uncertainty into a one-page decision: material risks, trends, exceptions, remediation, and what the board is being asked to accept.
One lesson on this page teach it as a primary outcome.
Explains training, tokens, context windows, embeddings, retrieval and fine-tuning well enough to ask an engineer a precise question and spot weak evidence.
One lesson on this page teach it as a primary outcome.
Identifies value conflicts in an AI use, asks who benefits and who bears risk, and turns principles into criteria a review can apply.
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 AI Officerneeds it at depth
- Chief Technology Officer, AI engineering editionneeds it at depth
- Chief Audit Executive, AI audit editionneeds it at depth
- VP of AI Governance and Ethicsneeds it at depth
- Model Risk Managerneeds it at depth
- Chief Risk Officer, AI risk editionneeds it at depth
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: OECD AI Principles; UNESCO Recommendation on the Ethics of AI.
One interview question about it
Brief a board on an AI risk in two minutes. What do you say, and what do you leave out?
Asked of candidates for executive and board communication on ai risk. 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.
- Internal audit and IT audit carries it as a claim to back up: Audit committee reporting is part of senior audit roles.
- Nonprofit program and grants oversight carries it as a claim to back up: Board and funder reporting is the cadence a governance committee needs.
- A business, MBA or technology management degree carries it as work you can show: Executive briefs and presentations are your assignments.
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.