AI Governance, Assurance & Assessment: Part 1, Governance
AI Governance: Is It a Model or a Tool?
September 10th | 1-2pm ET
The classification decision at the front of every AI use case, and how it determines validation scope, documentation depth, and examiner exposure.
- A model produces estimates that inform decisions. A tool retrieves and formats. The line matters.
- Misclassifying up wastes validation budget. Misclassifying down is what examiners find.
- Retrieval assistants and summarizers usually are not models. Credit scoring and pricing always are.
- Write the classification rationale at intake. Reconstructing it a year later is not credible.
- One decision cascades into everything downstream. Get it wrong and the whole file is wrong.