The policy may remain unsuitable after material model | AIGP
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The policy may remain unsuitable after material model: What risk remains?

AIGP Understanding the Foundations of AI Governance Hard

Annual review alone can miss changed risks; material model, source, and incident events should trigger policy reassessment.

The question

An internal employee assistant’s policy is reviewed annually. The underlying model and connected knowledge sources change several times yearly, yet the organization has no trigger for review after material changes or incidents. What risk remains?

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  1. The policy may remain unsuitable after material model, source, or incident changes. ✓
    Calendar-only review can miss changed risks and controls, leaving governance requirements misaligned with the assistant’s current behavior and dependencies.
  2. Employees may prefer shorter guidance for routine assistant interactions.
    Usability may affect adoption, but shorter guidance would not create review triggers for material technical or operational changes.
  3. The organization should replace periodic review with continuous approval of every employee query.
    Query-level approval is disproportionate and does not establish a sensible policy-review trigger tied to material changes or incidents.
  4. Annual review meetings may become difficult to schedule.
    Scheduling is administrative, but it does not address whether policy remains suitable after model, data-source, or incident changes.
The trap
Look for material-change and incident triggers when systems or dependencies evolve faster than the review calendar.

How to remember it

Annual review alone can miss changed risks; material model, source, and incident events should trigger policy reassessment.

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