Define acceptable-risk thresholds for staff decisions: Which control addresses the stated gap?
Communicate usable risk thresholds and escalation expectations.
The question
Under the supplied NIST governance guidance, a university uses AI for grant administration. Roles, training, resources, legal review, oversight, and escalation are documented. Staff still do not know which error levels leadership accepts or when escalation is expected. Which control addresses the stated gap?
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- Define acceptable-risk thresholds for staff decisions. ✓Explicit thresholds translate leadership’s risk tolerance into operational guidance staff can apply when deciding whether to escalate.
- Add technical documentation.Technical documentation may describe system behavior, but it does not communicate leadership’s acceptable risk boundaries or escalation expectations.
- Replace the grant tool with a manually reviewed process.A manual process could reduce reliance on the tool, but it is not the direct communication control identified by the facts.
- Expand reviewer staffing and repeat governance training.More reviewers and training may add capacity or awareness, but neither necessarily communicates the missing thresholds and escalation triggers.
The trap
When staff lack decision boundaries, select explicit thresholds and escalation guidance. How to remember it
Communicate usable risk thresholds and escalation expectations.
How many of these would you get right?
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