User training that explains the tool's appropriate use | AIGP
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User training that explains the tool's appropriate use: Which deployment governance practice most directly

AIGP Understanding How to Govern AI Deployment and Use Medium

Misuse driven by misunderstanding the tool's role is best addressed by user training on limits and required verification.

The question

After a clinical-summary AI tool is deployed, nurses begin treating its draft summaries as final records without verification, because they assume the tool is authoritative. Which deployment governance practice most directly addresses this misuse?

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  1. Data governance controls that define how the training dataset is sourced, labeled, retained and protected throughout its full lifecycle.
    Almost right but off-target: data governance improves the underlying data, not how staff interpret and over-rely on the outputs.
  2. User training that explains the tool's appropriate use, its limitations and the required human verification before relying on outputs.
    Correct: the misuse arises from users misunderstanding the tool's role, which targeted user training on limits and verification directly corrects.
  3. Network segmentation that isolates the clinical system from other environments to limit the blast radius of a security breach.
    Plausible but wrong: segmentation is a security control and does nothing to change how nurses use the tool's summaries.
  4. Capacity scaling that provisions extra compute so the tool can serve more concurrent users without slowing responses.
    Plausible but wrong: scaling addresses performance under load, unrelated to the misuse of treating drafts as final records.
The trap
Applying a technical or data control to a problem rooted in users misunderstanding the tool.

How to remember it

Misuse driven by misunderstanding the tool's role is best addressed by user training on limits and required verification.

How many of these would you get right?

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More Understanding How to Govern AI Deployment and Use questions

Part of the Certsqill AIGP question bank · Understanding How to Govern AI Deployment and Use · Every answer, right and wrong, comes with its own explanation.